[2025-10-14T00:00:00.050010] [INFO ] [FORECASTER] Starting predict_future for WM
[2025-10-14T00:00:00.075779] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:00.075811] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:00.075871] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:00.093259] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:00.093908] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:00.093994] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:00.094030] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:00.136286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:00.136468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:00.136514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:00.136548] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:00.140571] [DEBUG] [FORECASTER] WM: Forecast T+1@11:T+2@11: UP (p=77.51%)
[2025-10-14T00:00:00.140943] [INFO ] [FORECASTER] Completed predict_future for WM
[2025-10-14T00:00:00.303336] [INFO ] [FORECASTER] Starting predict_future for WMB
[2025-10-14T00:00:00.329215] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:00.329244] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:00.329303] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:00.346005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:00.346609] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:00.346720] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:00.346765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:00.382084] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:00.382205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:00.382242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:00.382272] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:00.385489] [DEBUG] [FORECASTER] WMB: Forecast T+1@11:T+2@11: UP (p=99.24%)
[2025-10-14T00:00:00.385791] [INFO ] [FORECASTER] Completed predict_future for WMB
[2025-10-14T00:00:00.533842] [INFO ] [FORECASTER] Starting predict_future for WMK
[2025-10-14T00:00:00.559414] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:00.559444] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:00.559500] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:00.576379] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:00.577044] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:00.577133] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:00.577168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:00.613789] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:00.613924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:00.613962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:00.613992] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:00.617407] [DEBUG] [FORECASTER] WMK: Forecast T+1@11:T+2@11: DOWN (p=10.90%)
[2025-10-14T00:00:00.617812] [INFO ] [FORECASTER] Completed predict_future for WMK
[2025-10-14T00:00:00.799309] [INFO ] [FORECASTER] Starting predict_future for WMS
[2025-10-14T00:00:00.829375] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:00.829421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:00.829526] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:00.851011] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:00.851616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:00.851749] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:00.851804] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:00.891620] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:00.891857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:00.891942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:00.892009] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:00.895999] [DEBUG] [FORECASTER] WMS: Forecast T+1@11:T+2@11: UP (p=91.82%)
[2025-10-14T00:00:00.896277] [INFO ] [FORECASTER] Completed predict_future for WMS
[2025-10-14T00:00:01.048482] [INFO ] [FORECASTER] Starting predict_future for WMT
[2025-10-14T00:00:01.076462] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:01.076497] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:01.076557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:01.094991] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:01.095889] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:01.095975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:01.096010] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:01.135592] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:01.135798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:01.135876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:01.135931] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:01.139836] [DEBUG] [FORECASTER] WMT: Forecast T+1@11:T+2@11: UP (p=91.30%)
[2025-10-14T00:00:01.140175] [INFO ] [FORECASTER] Completed predict_future for WMT
[2025-10-14T00:00:01.294782] [INFO ] [FORECASTER] Starting predict_future for WNC
[2025-10-14T00:00:01.323061] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:01.323093] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:01.323157] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:01.341767] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:01.342736] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:01.342828] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:01.342864] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:01.382566] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:01.382813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:01.382877] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:01.382917] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:01.386771] [DEBUG] [FORECASTER] WNC: Forecast T+1@11:T+2@11: UP (p=61.37%)
[2025-10-14T00:00:01.387082] [INFO ] [FORECASTER] Completed predict_future for WNC
[2025-10-14T00:00:01.556039] [INFO ] [FORECASTER] Starting predict_future for WNS
[2025-10-14T00:00:01.602980] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:01.603044] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:01.603150] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:01.631084] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:01.632282] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:01.632424] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:01.632472] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:01.680115] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:01.680309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:01.680356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:01.680387] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:01.684080] [DEBUG] [FORECASTER] WNS: Forecast T+1@11:T+2@11: UP (p=86.57%)
[2025-10-14T00:00:01.684376] [INFO ] [FORECASTER] Completed predict_future for WNS
[2025-10-14T00:00:01.876827] [INFO ] [FORECASTER] Starting predict_future for WOLF
[2025-10-14T00:00:01.914044] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:01.914145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:01.914237] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:01.938301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:01.939901] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:01.940048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:01.940086] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:01.996336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:01.996606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:01.996691] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:01.996745] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:02.003034] [DEBUG] [FORECASTER] WOLF: Forecast T+1@11:T+2@11: DOWN (p=44.62%)
[2025-10-14T00:00:02.003759] [INFO ] [FORECASTER] Completed predict_future for WOLF
[2025-10-14T00:00:02.197292] [INFO ] [FORECASTER] Starting predict_future for WOR
[2025-10-14T00:00:02.229163] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:02.229209] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:02.229286] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:02.249844] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:02.251143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:02.251275] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:02.251311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:02.301174] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:02.301428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:02.301476] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:02.301508] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:02.305610] [DEBUG] [FORECASTER] WOR: Forecast T+1@11:T+2@11: UP (p=69.78%)
[2025-10-14T00:00:02.305981] [INFO ] [FORECASTER] Completed predict_future for WOR
[2025-10-14T00:00:02.476927] [INFO ] [FORECASTER] Starting predict_future for WOW
[2025-10-14T00:00:02.503468] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:02.503498] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:02.503558] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:02.521276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:02.522224] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:02.522327] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:02.522363] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:02.566711] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:02.566961] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:02.567009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:02.567040] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:02.571072] [DEBUG] [FORECASTER] WOW: Forecast T+1@11:T+2@11: UP (p=73.02%)
[2025-10-14T00:00:02.571399] [INFO ] [FORECASTER] Completed predict_future for WOW
[2025-10-14T00:00:02.733717] [INFO ] [FORECASTER] Starting predict_future for WPC
[2025-10-14T00:00:02.761290] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:02.761323] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:02.761382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:02.779203] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:02.780100] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:02.780191] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:02.780228] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:02.807707] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:02.807891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:02.808005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:02.808057] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:02.811902] [DEBUG] [FORECASTER] WPC: Forecast T+1@11:T+2@11: DOWN (p=2.14%)
[2025-10-14T00:00:02.812211] [INFO ] [FORECASTER] Completed predict_future for WPC
[2025-10-14T00:00:02.988370] [INFO ] [FORECASTER] Starting predict_future for WPM
[2025-10-14T00:00:03.030316] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:03.030364] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:03.030453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:03.058427] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:03.059572] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:03.059723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:03.059787] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:03.098736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:03.098913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:03.098957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:03.098987] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:03.102436] [DEBUG] [FORECASTER] WPM: Forecast T+1@11:T+2@11: UP (p=90.08%)
[2025-10-14T00:00:03.102739] [INFO ] [FORECASTER] Completed predict_future for WPM
[2025-10-14T00:00:03.253211] [INFO ] [FORECASTER] Starting predict_future for WPP
[2025-10-14T00:00:03.279628] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:03.279698] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:03.279769] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:03.296987] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:03.297589] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:03.297694] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:03.297745] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:03.335106] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:03.335230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:03.335270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:03.335299] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:03.338529] [DEBUG] [FORECASTER] WPP: Forecast T+1@11:T+2@11: UP (p=99.22%)
[2025-10-14T00:00:03.338829] [INFO ] [FORECASTER] Completed predict_future for WPP
[2025-10-14T00:00:03.488590] [INFO ] [FORECASTER] Starting predict_future for WRB
[2025-10-14T00:00:03.514496] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:03.514525] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:03.514582] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:03.531511] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:03.532162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:03.532242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:03.532276] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:03.569919] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:03.570042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:03.570080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:03.570110] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:03.573609] [DEBUG] [FORECASTER] WRB: Forecast T+1@11:T+2@11: DOWN (p=6.70%)
[2025-10-14T00:00:03.573896] [INFO ] [FORECASTER] Completed predict_future for WRB
[2025-10-14T00:00:03.722619] [INFO ] [FORECASTER] Starting predict_future for WRBY
[2025-10-14T00:00:03.748344] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:03.748372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:03.748440] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:03.765205] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:03.765762] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:03.765841] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:03.765874] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:03.801545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:03.801666] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:03.801725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:03.801758] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:03.804990] [DEBUG] [FORECASTER] WRBY: Forecast T+1@11:T+2@11: UP (p=91.20%)
[2025-10-14T00:00:03.805253] [INFO ] [FORECASTER] Completed predict_future for WRBY
[2025-10-14T00:00:03.961286] [INFO ] [FORECASTER] Starting predict_future for WS
[2025-10-14T00:00:03.988289] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:03.988320] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:03.988379] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:04.006430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:04.007197] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:04.007286] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:04.007323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:04.045688] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:04.045845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:04.045888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:04.045919] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:04.049435] [DEBUG] [FORECASTER] WS: Forecast T+1@11:T+2@11: UP (p=68.48%)
[2025-10-14T00:00:04.049774] [INFO ] [FORECASTER] Completed predict_future for WS
[2025-10-14T00:00:04.208112] [INFO ] [FORECASTER] Starting predict_future for WSM
[2025-10-14T00:00:04.235421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:04.235453] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:04.235512] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:04.253872] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:04.254729] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:04.254814] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:04.254850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:04.292733] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:04.292909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:04.292952] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:04.292982] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:04.296615] [DEBUG] [FORECASTER] WSM: Forecast T+1@11:T+2@11: DOWN (p=5.25%)
[2025-10-14T00:00:04.296917] [INFO ] [FORECASTER] Completed predict_future for WSM
[2025-10-14T00:00:04.456266] [INFO ] [FORECASTER] Starting predict_future for WSO
[2025-10-14T00:00:04.482182] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:04.482216] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:04.482278] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:04.499984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:04.500522] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:04.500601] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:04.500635] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:04.547718] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:04.547806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:04.547842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:04.547888] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:04.550994] [DEBUG] [FORECASTER] WSO: Forecast T+1@11:T+2@11: UP (p=61.70%)
[2025-10-14T00:00:04.551243] [INFO ] [FORECASTER] Completed predict_future for WSO
[2025-10-14T00:00:04.709087] [INFO ] [FORECASTER] Starting predict_future for WSR
[2025-10-14T00:00:04.736294] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:04.736329] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:04.736389] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:04.755430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:04.756101] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:04.756183] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:04.756222] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:04.792939] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:04.793117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:04.793160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:04.793192] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:04.796982] [DEBUG] [FORECASTER] WSR: Forecast T+1@11:T+2@11: UP (p=88.48%)
[2025-10-14T00:00:04.797253] [INFO ] [FORECASTER] Completed predict_future for WSR
[2025-10-14T00:00:04.958348] [INFO ] [FORECASTER] Starting predict_future for WST
[2025-10-14T00:00:04.983580] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:04.983608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:04.983687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:05.000680] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:05.001213] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:05.001294] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:05.001327] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:05.037393] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:05.037521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:05.037572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:05.037605] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:05.040866] [DEBUG] [FORECASTER] WST: Forecast T+1@11:T+2@11: DOWN (p=34.19%)
[2025-10-14T00:00:05.041125] [INFO ] [FORECASTER] Completed predict_future for WST
[2025-10-14T00:00:05.197101] [INFO ] [FORECASTER] Starting predict_future for WT
[2025-10-14T00:00:05.222941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:05.222973] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:05.223033] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:05.240909] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:05.241441] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:05.241520] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:05.241555] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:05.275327] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:05.275407] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:05.275443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:05.275474] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:05.278606] [DEBUG] [FORECASTER] WT: Forecast T+1@11:T+2@11: UP (p=90.75%)
[2025-10-14T00:00:05.278910] [INFO ] [FORECASTER] Completed predict_future for WT
[2025-10-14T00:00:05.433203] [INFO ] [FORECASTER] Starting predict_future for WTI
[2025-10-14T00:00:05.459557] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:05.459588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:05.459670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:05.476942] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:05.477577] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:05.477700] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:05.477754] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:05.526211] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:05.526594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:05.526638] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:05.526721] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:05.530569] [DEBUG] [FORECASTER] WTI: Forecast T+1@11:T+2@11: DOWN (p=16.02%)
[2025-10-14T00:00:05.530864] [INFO ] [FORECASTER] Completed predict_future for WTI
[2025-10-14T00:00:05.685307] [INFO ] [FORECASTER] Starting predict_future for WTRG
[2025-10-14T00:00:05.712434] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:05.712466] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:05.712524] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:05.730665] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:05.731528] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:05.731613] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:05.731679] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:05.772188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:05.772375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:05.772420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:05.772453] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:05.776095] [DEBUG] [FORECASTER] WTRG: Forecast T+1@11:T+2@11: UP (p=89.14%)
[2025-10-14T00:00:05.776422] [INFO ] [FORECASTER] Completed predict_future for WTRG
[2025-10-14T00:00:05.932284] [INFO ] [FORECASTER] Starting predict_future for WTS
[2025-10-14T00:00:05.958837] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:05.958868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:05.958924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:05.976281] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:05.977215] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:05.977372] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:05.977413] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:06.011949] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:06.012132] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:06.012177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:06.012208] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:06.016416] [DEBUG] [FORECASTER] WTS: Forecast T+1@11:T+2@11: DOWN (p=1.35%)
[2025-10-14T00:00:06.016834] [INFO ] [FORECASTER] Completed predict_future for WTS
[2025-10-14T00:00:06.184923] [INFO ] [FORECASTER] Starting predict_future for WTTR
[2025-10-14T00:00:06.210852] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:06.210882] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:06.210939] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:06.228259] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:06.228957] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:06.229080] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:06.229122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:06.267269] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:06.267410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:06.267452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:06.267517] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:06.270920] [DEBUG] [FORECASTER] WTTR: Forecast T+1@11:T+2@11: DOWN (p=1.01%)
[2025-10-14T00:00:06.271182] [INFO ] [FORECASTER] Completed predict_future for WTTR
[2025-10-14T00:00:06.421933] [INFO ] [FORECASTER] Starting predict_future for WU
[2025-10-14T00:00:06.447577] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:06.447609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:06.447687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:06.464882] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:06.465434] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:06.465511] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:06.465545] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:06.501040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:06.501167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:06.501206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:06.501237] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:06.504464] [DEBUG] [FORECASTER] WU: Forecast T+1@11:T+2@11: UP (p=77.46%)
[2025-10-14T00:00:06.504771] [INFO ] [FORECASTER] Completed predict_future for WU
[2025-10-14T00:00:06.659589] [INFO ] [FORECASTER] Starting predict_future for WWW
[2025-10-14T00:00:06.685195] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:06.685226] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:06.685288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:06.703255] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:06.703836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:06.703918] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:06.703953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:06.742480] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:06.742616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:06.742686] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:06.742735] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:06.746538] [DEBUG] [FORECASTER] WWW: Forecast T+1@11:T+2@11: UP (p=84.72%)
[2025-10-14T00:00:06.746841] [INFO ] [FORECASTER] Completed predict_future for WWW
[2025-10-14T00:00:06.898748] [INFO ] [FORECASTER] Starting predict_future for WY
[2025-10-14T00:00:06.925722] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:06.925757] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:06.925815] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:06.943735] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:06.944896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:06.944985] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:06.945021] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:06.978119] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:06.978333] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:06.978392] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:06.978435] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:06.984529] [DEBUG] [FORECASTER] WY: Forecast T+1@11:T+2@11: UP (p=85.59%)
[2025-10-14T00:00:06.985072] [INFO ] [FORECASTER] Completed predict_future for WY
[2025-10-14T00:00:07.156759] [INFO ] [FORECASTER] Starting predict_future for XFLT
[2025-10-14T00:00:07.182376] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:07.182404] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:07.182460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:07.199608] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:07.200166] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:07.200245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:07.200279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:07.234530] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:07.234606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:07.234663] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:07.234719] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:07.237683] [DEBUG] [FORECASTER] XFLT: Forecast T+1@11:T+2@11: DOWN (p=29.74%)
[2025-10-14T00:00:07.237929] [INFO ] [FORECASTER] Completed predict_future for XFLT
[2025-10-14T00:00:07.385952] [INFO ] [FORECASTER] Starting predict_future for XHR
[2025-10-14T00:00:07.412484] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:07.412514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:07.412571] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:07.429860] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:07.430532] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:07.430614] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:07.430675] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:07.467780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:07.467931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:07.467972] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:07.468001] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:07.471352] [DEBUG] [FORECASTER] XHR: Forecast T+1@11:T+2@11: DOWN (p=30.40%)
[2025-10-14T00:00:07.471630] [INFO ] [FORECASTER] Completed predict_future for XHR
[2025-10-14T00:00:07.624089] [INFO ] [FORECASTER] Starting predict_future for XOM
[2025-10-14T00:00:07.649907] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:07.649936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:07.649992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:07.667304] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:07.667898] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:07.667978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:07.668012] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:07.705142] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:07.705212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:07.705247] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:07.705281] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:07.708231] [DEBUG] [FORECASTER] XOM: Forecast T+1@11:T+2@11: UP (p=61.94%)
[2025-10-14T00:00:07.708472] [INFO ] [FORECASTER] Completed predict_future for XOM
[2025-10-14T00:00:07.856955] [INFO ] [FORECASTER] Starting predict_future for XPER
[2025-10-14T00:00:07.883739] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:07.883796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:07.883858] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:07.901930] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:07.902534] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:07.902613] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:07.902674] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:07.937726] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:07.937878] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:07.937919] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:07.937949] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:07.941255] [DEBUG] [FORECASTER] XPER: Forecast T+1@11:T+2@11: DOWN (p=14.95%)
[2025-10-14T00:00:07.941534] [INFO ] [FORECASTER] Completed predict_future for XPER
[2025-10-14T00:00:08.092701] [INFO ] [FORECASTER] Starting predict_future for XPEV
[2025-10-14T00:00:08.121437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:08.121675] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:08.121757] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:08.142068] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:08.142940] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:08.143031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:08.143068] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:08.177844] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:08.178025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:08.178068] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:08.178099] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:08.181801] [DEBUG] [FORECASTER] XPEV: Forecast T+1@11:T+2@11: UP (p=56.13%)
[2025-10-14T00:00:08.182091] [INFO ] [FORECASTER] Completed predict_future for XPEV
[2025-10-14T00:00:08.338465] [INFO ] [FORECASTER] Starting predict_future for XPO
[2025-10-14T00:00:08.365689] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:08.365736] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:08.365794] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:08.384558] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:08.385547] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:08.385661] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:08.385720] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:08.417253] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:08.417429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:08.417504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:08.417556] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:08.421193] [DEBUG] [FORECASTER] XPO: Forecast T+1@11:T+2@11: DOWN (p=2.98%)
[2025-10-14T00:00:08.421520] [INFO ] [FORECASTER] Completed predict_future for XPO
[2025-10-14T00:00:08.588347] [INFO ] [FORECASTER] Starting predict_future for XPOF
[2025-10-14T00:00:08.616573] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:08.616638] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:08.616754] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:08.635031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:08.635848] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:08.635936] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:08.635972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:08.666748] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:08.666929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:08.666977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:08.667010] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:08.671000] [DEBUG] [FORECASTER] XPOF: Forecast T+1@11:T+2@11: DOWN (p=2.42%)
[2025-10-14T00:00:08.671299] [INFO ] [FORECASTER] Completed predict_future for XPOF
[2025-10-14T00:00:08.835143] [INFO ] [FORECASTER] Starting predict_future for XPRO
[2025-10-14T00:00:08.863397] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:08.863428] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:08.863485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:08.880840] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:08.881637] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:08.881754] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:08.881809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:08.912367] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:08.912569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:08.912632] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:08.912724] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:08.917201] [DEBUG] [FORECASTER] XPRO: Forecast T+1@11:T+2@11: DOWN (p=26.43%)
[2025-10-14T00:00:08.917506] [INFO ] [FORECASTER] Completed predict_future for XPRO
[2025-10-14T00:00:09.077260] [INFO ] [FORECASTER] Starting predict_future for XYF
[2025-10-14T00:00:09.103216] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:09.103246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:09.103314] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:09.120477] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:09.121170] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:09.121254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:09.121290] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:09.148925] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:09.149086] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:09.149129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:09.149161] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:09.152611] [DEBUG] [FORECASTER] XYF: Forecast T+1@11:T+2@11: UP (p=73.96%)
[2025-10-14T00:00:09.152913] [INFO ] [FORECASTER] Completed predict_future for XYF
[2025-10-14T00:00:09.312370] [INFO ] [FORECASTER] Starting predict_future for XYL
[2025-10-14T00:00:09.343780] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:09.343836] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:09.343984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:09.367262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:09.368132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:09.368221] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:09.368256] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:09.402559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:09.402785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:09.402840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:09.402875] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:09.406872] [DEBUG] [FORECASTER] XYL: Forecast T+1@11:T+2@11: DOWN (p=36.93%)
[2025-10-14T00:00:09.407180] [INFO ] [FORECASTER] Completed predict_future for XYL
[2025-10-14T00:00:09.561494] [INFO ] [FORECASTER] Starting predict_future for YALA
[2025-10-14T00:00:09.586927] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:09.586958] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:09.587015] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:09.604455] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:09.605090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:09.605170] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:09.605203] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:09.635911] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:09.636051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:09.636095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:09.636129] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:09.640097] [DEBUG] [FORECASTER] YALA: Forecast T+1@11:T+2@11: UP (p=97.32%)
[2025-10-14T00:00:09.640388] [INFO ] [FORECASTER] Completed predict_future for YALA
[2025-10-14T00:00:09.798824] [INFO ] [FORECASTER] Starting predict_future for YELP
[2025-10-14T00:00:09.824661] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:09.824774] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:09.824857] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:09.843232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:09.843812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:09.843892] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:09.843926] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:09.869242] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:09.869323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:09.869361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:09.869395] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:09.872512] [DEBUG] [FORECASTER] YELP: Forecast T+1@11:T+2@11: UP (p=66.95%)
[2025-10-14T00:00:09.872810] [INFO ] [FORECASTER] Completed predict_future for YELP
[2025-10-14T00:00:10.029065] [INFO ] [FORECASTER] Starting predict_future for YETI
[2025-10-14T00:00:10.054562] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:10.054592] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:10.054672] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:10.072254] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:10.072832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:10.072913] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:10.072948] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:10.099932] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:10.100122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:10.100206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:10.100239] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:10.105669] [DEBUG] [FORECASTER] YETI: Forecast T+1@11:T+2@11: DOWN (p=38.48%)
[2025-10-14T00:00:10.105959] [INFO ] [FORECASTER] Completed predict_future for YETI
[2025-10-14T00:00:10.253307] [INFO ] [FORECASTER] Starting predict_future for YEXT
[2025-10-14T00:00:10.278736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:10.278766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:10.278823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:10.295843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:10.296365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:10.296444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:10.296477] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:10.330340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:10.330503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:10.330543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:10.330573] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:10.333956] [DEBUG] [FORECASTER] YEXT: Forecast T+1@11:T+2@11: UP (p=50.98%)
[2025-10-14T00:00:10.334221] [INFO ] [FORECASTER] Completed predict_future for YEXT
[2025-10-14T00:00:10.492910] [INFO ] [FORECASTER] Starting predict_future for YMM
[2025-10-14T00:00:10.518483] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:10.518518] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:10.518575] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:10.536289] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:10.536912] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:10.536994] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:10.537028] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:10.580924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:10.581066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:10.581105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:10.581134] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:10.584454] [DEBUG] [FORECASTER] YMM: Forecast T+1@11:T+2@11: DOWN (p=28.98%)
[2025-10-14T00:00:10.584753] [INFO ] [FORECASTER] Completed predict_future for YMM
[2025-10-14T00:00:10.734322] [INFO ] [FORECASTER] Starting predict_future for YOU
[2025-10-14T00:00:10.760131] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:10.760161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:10.760217] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:10.777392] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:10.778223] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:10.778302] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:10.778335] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:10.820852] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:10.820990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:10.821028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:10.821057] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:10.824369] [DEBUG] [FORECASTER] YOU: Forecast T+1@11:T+2@11: DOWN (p=39.16%)
[2025-10-14T00:00:10.824631] [INFO ] [FORECASTER] Completed predict_future for YOU
[2025-10-14T00:00:10.975444] [INFO ] [FORECASTER] Starting predict_future for YPF
[2025-10-14T00:00:11.001182] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:11.001213] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:11.001271] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:11.018510] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:11.019355] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:11.019444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:11.019479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:11.052756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:11.052883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:11.052930] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:11.052961] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:11.056011] [DEBUG] [FORECASTER] YPF: Forecast T+1@11:T+2@11: DOWN (p=36.75%)
[2025-10-14T00:00:11.056265] [INFO ] [FORECASTER] Completed predict_future for YPF
[2025-10-14T00:00:11.208044] [INFO ] [FORECASTER] Starting predict_future for YRD
[2025-10-14T00:00:11.234938] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:11.234979] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:11.235051] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:11.253145] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:11.253773] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:11.253853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:11.253887] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:11.284191] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:11.284291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:11.284328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:11.284358] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:11.287489] [DEBUG] [FORECASTER] YRD: Forecast T+1@11:T+2@11: UP (p=84.57%)
[2025-10-14T00:00:11.287817] [INFO ] [FORECASTER] Completed predict_future for YRD
[2025-10-14T00:00:11.440019] [INFO ] [FORECASTER] Starting predict_future for YUM
[2025-10-14T00:00:11.466144] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:11.466208] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:11.466279] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:11.483999] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:11.484575] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:11.484681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:11.484737] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:11.514617] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:11.514825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:11.514872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:11.514915] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:11.519197] [DEBUG] [FORECASTER] YUM: Forecast T+1@11:T+2@11: UP (p=82.77%)
[2025-10-14T00:00:11.519589] [INFO ] [FORECASTER] Completed predict_future for YUM
[2025-10-14T00:00:11.675891] [INFO ] [FORECASTER] Starting predict_future for YUMC
[2025-10-14T00:00:11.701241] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:11.701269] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:11.701325] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:11.718294] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:11.718865] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:11.718944] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:11.718978] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:11.754247] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:11.754318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:11.754353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:11.754382] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:11.757265] [DEBUG] [FORECASTER] YUMC: Forecast T+1@11:T+2@11: UP (p=99.41%)
[2025-10-14T00:00:11.757536] [INFO ] [FORECASTER] Completed predict_future for YUMC
[2025-10-14T00:00:11.905507] [INFO ] [FORECASTER] Starting predict_future for ZBH
[2025-10-14T00:00:11.930857] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:11.930886] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:11.930942] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:11.947707] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:11.948222] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:11.948298] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:11.948331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:11.981003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:11.981078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:11.981113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:11.981142] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:11.984052] [DEBUG] [FORECASTER] ZBH: Forecast T+1@11:T+2@11: DOWN (p=24.99%)
[2025-10-14T00:00:11.984292] [INFO ] [FORECASTER] Completed predict_future for ZBH
[2025-10-14T00:00:12.141704] [INFO ] [FORECASTER] Starting predict_future for ZEPP
[2025-10-14T00:00:12.167113] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:12.167144] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:12.167202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:12.184285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:12.185155] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:12.185243] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:12.185277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:12.219977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:12.220162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:12.220204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:12.220235] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:12.223682] [DEBUG] [FORECASTER] ZEPP: Forecast T+1@11:T+2@11: DOWN (p=2.05%)
[2025-10-14T00:00:12.223960] [INFO ] [FORECASTER] Completed predict_future for ZEPP
[2025-10-14T00:00:12.375198] [INFO ] [FORECASTER] Starting predict_future for ZETA
[2025-10-14T00:00:12.401192] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:12.401233] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:12.401291] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:12.418489] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:12.419104] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:12.419186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:12.419221] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:12.455684] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:12.455858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:12.455900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:12.455929] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:12.459457] [DEBUG] [FORECASTER] ZETA: Forecast T+1@11:T+2@11: UP (p=98.42%)
[2025-10-14T00:00:12.459794] [INFO ] [FORECASTER] Completed predict_future for ZETA
[2025-10-14T00:00:12.615640] [INFO ] [FORECASTER] Starting predict_future for ZGN
[2025-10-14T00:00:12.642352] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:12.642385] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:12.642449] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:12.662618] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:12.663534] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:12.663630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:12.663713] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:12.693044] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:12.693173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:12.693211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:12.693242] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:12.696466] [DEBUG] [FORECASTER] ZGN: Forecast T+1@11:T+2@11: UP (p=62.55%)
[2025-10-14T00:00:12.696767] [INFO ] [FORECASTER] Completed predict_future for ZGN
[2025-10-14T00:00:12.854793] [INFO ] [FORECASTER] Starting predict_future for ZH
[2025-10-14T00:00:12.880578] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:12.880610] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:12.880689] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:12.898120] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:12.898812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:12.898899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:12.898934] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:12.932800] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:12.932970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:12.933013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:12.933043] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:12.936477] [DEBUG] [FORECASTER] ZH: Forecast T+1@11:T+2@11: DOWN (p=1.52%)
[2025-10-14T00:00:12.936788] [INFO ] [FORECASTER] Completed predict_future for ZH
[2025-10-14T00:00:13.088004] [INFO ] [FORECASTER] Starting predict_future for ZIM
[2025-10-14T00:00:13.113409] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:13.113452] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:13.113511] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:13.131323] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:13.131949] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:13.132030] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:13.132064] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:13.164169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:13.164336] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:13.164385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:13.164417] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:13.167826] [DEBUG] [FORECASTER] ZIM: Forecast T+1@11:T+2@11: DOWN (p=2.01%)
[2025-10-14T00:00:13.168092] [INFO ] [FORECASTER] Completed predict_future for ZIM
[2025-10-14T00:00:13.317150] [INFO ] [FORECASTER] Starting predict_future for ZIP
[2025-10-14T00:00:13.343279] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:13.343311] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:13.343368] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:13.360616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:13.361209] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:13.361315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:13.361353] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:13.386438] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:13.386540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:13.386579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:13.386609] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:13.389746] [DEBUG] [FORECASTER] ZIP: Forecast T+1@11:T+2@11: DOWN (p=1.24%)
[2025-10-14T00:00:13.390009] [INFO ] [FORECASTER] Completed predict_future for ZIP
[2025-10-14T00:00:13.542146] [INFO ] [FORECASTER] Starting predict_future for ZK
[2025-10-14T00:00:13.567334] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:13.567364] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:13.567421] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:13.584917] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:13.585509] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:13.585590] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:13.585625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:13.610777] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:13.610871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:13.610908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:13.610937] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:13.613956] [DEBUG] [FORECASTER] ZK: Forecast T+1@11:T+2@11: UP (p=81.33%)
[2025-10-14T00:00:13.614205] [INFO ] [FORECASTER] Completed predict_future for ZK
[2025-10-14T00:00:13.764169] [INFO ] [FORECASTER] Starting predict_future for ZKH
[2025-10-14T00:00:13.790389] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:13.790421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:13.790480] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:13.809576] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:13.810245] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:13.810331] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:13.810366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:13.837010] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:13.837159] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:13.837218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:13.837249] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:13.840735] [DEBUG] [FORECASTER] ZKH: Forecast T+1@11:T+2@11: DOWN (p=47.81%)
[2025-10-14T00:00:13.841010] [INFO ] [FORECASTER] Completed predict_future for ZKH
[2025-10-14T00:00:13.996681] [INFO ] [FORECASTER] Starting predict_future for ZTO
[2025-10-14T00:00:14.026284] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:14.026315] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:14.026374] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:14.043887] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:14.044430] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:14.044515] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:14.044550] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:14.070133] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:14.070227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:14.070265] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:14.070295] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:14.073423] [DEBUG] [FORECASTER] ZTO: Forecast T+1@11:T+2@11: UP (p=89.01%)
[2025-10-14T00:00:14.073706] [INFO ] [FORECASTER] Completed predict_future for ZTO
[2025-10-14T00:00:14.222693] [INFO ] [FORECASTER] Starting predict_future for ZTR
[2025-10-14T00:00:14.248620] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:14.248678] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:14.248756] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:14.266367] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:14.266994] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:14.267088] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:14.267128] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:14.311840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:14.311941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:14.311980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:14.312009] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:14.315308] [DEBUG] [FORECASTER] ZTR: Forecast T+1@11:T+2@11: UP (p=85.33%)
[2025-10-14T00:00:14.315560] [INFO ] [FORECASTER] Completed predict_future for ZTR
[2025-10-14T00:00:14.467811] [INFO ] [FORECASTER] Starting predict_future for ZTS
[2025-10-14T00:00:14.494775] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:14.494804] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:14.494861] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:14.512555] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:14.513171] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:14.513252] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:14.513286] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:14.546289] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:14.546403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:14.546441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:14.546471] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:14.550174] [DEBUG] [FORECASTER] ZTS: Forecast T+1@11:T+2@11: UP (p=87.92%)
[2025-10-14T00:00:14.550440] [INFO ] [FORECASTER] Completed predict_future for ZTS
[2025-10-14T00:00:14.701573] [INFO ] [FORECASTER] Starting predict_future for ZVIA
[2025-10-14T00:00:14.729437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:14.729471] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:14.729549] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:14.748365] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:14.748985] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:14.749070] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:14.749106] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:14.784758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:14.784888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:14.784927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:14.784956] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:14.788272] [DEBUG] [FORECASTER] ZVIA: Forecast T+1@11:T+2@11: UP (p=96.95%)
[2025-10-14T00:00:14.788540] [INFO ] [FORECASTER] Completed predict_future for ZVIA
[2025-10-14T00:00:14.944035] [INFO ] [FORECASTER] Starting predict_future for ZWS
[2025-10-14T00:00:14.969446] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T00:00:14.969476] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T00:00:14.969537] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T00:00:14.986991] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T00:00:14.987577] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T00:00:14.987690] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T00:00:14.987746] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T00:00:15.025223] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T00:00:15.025413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T00:00:15.025459] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T00:00:15.025489] [INFO ] [FORECASTER] Training complete
[2025-10-14T00:00:15.029044] [DEBUG] [FORECASTER] ZWS: Forecast T+1@11:T+2@11: UP (p=68.55%)
[2025-10-14T00:00:15.029314] [INFO ] [FORECASTER] Completed predict_future for ZWS
[2025-10-14T17:09:02.385220] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-10-14T17:09:02.571312] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-10-14T17:09:02.739722] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-10-14T17:09:02.911105] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-10-14T17:09:02.911463] [WARN ] [STATE     ] State set to: WAITING
[2025-10-14T17:09:02.911544] [INFO ] [STATE     ] Checking TDM service status...
[2025-10-14T17:09:02.921309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:02.926751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:02.931428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:02.936110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:02.936246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:05.943609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:05.948799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:05.953776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:05.958186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:05.958284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:08.964401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:08.969430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:08.973111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:08.976785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:08.976877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:11.981855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:11.985413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:11.988951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:11.992493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:11.992575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:14.999539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:15.004196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:15.009038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:15.013729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:15.013874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:18.019860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:18.024215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:18.028782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:18.033545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:18.033752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:21.040019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:21.044298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:21.048071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:21.051669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:21.051752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:24.056910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:24.060481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:24.063870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:24.067243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:24.067328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:27.072707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:27.076229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:27.080161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:27.083614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:27.083718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:30.088916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:30.092668] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:30.096237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:30.099901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:30.099992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:33.106300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:33.110143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:33.113707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:33.117125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:33.117208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:36.122723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:36.126430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:36.133739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:36.138914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:36.139103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:39.144657] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:39.148360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:39.151978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:39.155459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:39.155545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:42.160933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:42.164716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:42.168255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:42.171950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:42.172035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:45.177676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:45.181436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:45.185155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:45.188916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:45.189030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:48.194486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:48.198498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:48.202684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:48.206338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:48.206420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:51.212840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:51.216961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:51.222374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:51.226522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:51.226606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:54.234001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:54.239039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:54.243474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:54.247467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:54.247553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:09:57.254470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:09:57.259236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:09:57.262988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:09:57.266619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:09:57.266723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:00.272305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:00.276521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:00.280473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:00.284393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:00.284499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:03.291385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:03.297608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:03.304151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:03.310976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:03.311151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:06.318235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:06.322383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:06.326891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:06.331944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:06.332127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:09.339125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:09.343434] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:09.347470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:09.351469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:09.351592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:12.358061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:12.361869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:12.365615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:12.369728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:12.369831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:15.375887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:15.380480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:15.384925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:15.390594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:15.390774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:18.395801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:18.399474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:18.403066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:18.406498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:18.406583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:21.412863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:21.417247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:21.422068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:21.426886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:21.427018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:24.432954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:24.436659] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:24.444858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:24.448554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:24.448712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:27.453987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:27.458016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:27.461609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:27.465490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:27.465590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:30.471126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:30.475417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:30.479475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:30.483311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:30.483432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:33.489054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:33.493510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:33.497758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:33.501811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:33.501912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:36.507995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:36.511950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:36.515844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:36.519664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:36.519762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:39.526970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:39.531796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:39.537403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:39.543594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:39.543773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:42.549277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:42.553886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:42.558189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:42.562886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:42.563028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:45.567517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:45.571267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:45.575050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:45.578835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:45.578943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:48.584804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:48.588706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:48.592372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:48.596007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:48.596126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:51.601545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:51.605113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:51.608914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:51.612437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:51.612525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:54.617700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:54.621880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:54.626228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:54.630539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:54.630639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:10:57.635913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:10:57.639693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:10:57.643615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:10:57.647344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:10:57.647452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:00.652745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:00.656201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:00.659717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:00.663070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:00.663149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:03.669018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:03.672870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:03.676626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:03.680359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:03.680451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:06.685339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:06.689349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:06.693536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:06.697355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:06.697456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:09.704122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:09.709712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:09.715179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:09.720575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:09.720750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:12.726549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:12.730264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:12.733668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:12.737031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:12.737110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:15.742421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:15.745938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:15.749357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:15.752757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:15.752841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:18.758636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:18.763035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:18.766616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:18.770131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:18.770231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:21.775436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:21.779463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:21.783071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:21.786707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:21.786803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:24.793616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:24.799003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:24.804178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:24.809282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:24.809428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:27.815473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:27.819210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:27.822907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:27.826417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:27.826501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:30.831523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:30.835412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:30.839197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:30.842982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:30.843087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:33.852007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:33.855950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:33.859791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:33.863313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:33.863403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:36.869137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:36.873291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:36.878776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:36.884441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:36.884573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:39.890219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:39.894402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:39.898349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:39.902253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:39.902377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:42.907908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:42.911569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:42.915191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:42.919109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:42.919192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:45.924593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:45.928793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:45.932586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:45.936229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:45.936316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:48.943014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:48.948333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:48.953449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:48.958883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:48.959044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:51.963775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:51.968042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:51.971502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:51.975385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:51.975530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:54.980458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:54.984143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:54.987580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:54.992351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:54.992476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:11:57.998216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:11:58.002391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:11:58.006607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:11:58.011229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:11:58.011344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:01.017625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:01.022139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:01.026221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:01.030113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:01.030216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:04.035197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:04.042138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:04.045614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:04.049076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:04.049171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:07.055161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:07.059159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:07.062618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:07.066123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:07.066217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:10.073506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:10.077832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:10.081780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:10.085862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:10.085950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:13.092464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:13.096778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:13.100197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:13.103706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:13.103787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:16.111417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:16.116226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:16.121010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:16.125721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:16.125859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:19.130813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:19.134290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:19.137738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:19.141200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:19.141287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:22.146385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:22.150243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:22.153948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:22.157477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:22.157591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:25.164934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:25.169427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:25.172960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:25.177709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:25.177890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:28.183513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:28.187384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:28.191517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:28.195404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:28.195557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:31.201948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:31.206489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:31.215027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:31.218940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:31.219023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:34.224173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:34.228261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:34.233580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:34.238216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:34.238322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:37.244985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:37.249809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:37.254560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:37.258786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:37.258886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:40.265705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:40.270623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:40.274464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:40.279536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:40.279746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:43.285729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:43.289911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:43.293593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:43.297218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:43.297306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:46.302691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:46.306472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:46.310006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:46.313462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:46.313550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:49.320549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:49.325088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:49.329032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:49.332756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:49.332843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:52.339845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:52.344158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:52.348667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:52.352536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:52.352698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:55.359366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:55.364366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:55.369696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:55.374737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:55.374876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:12:58.380196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:12:58.383884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:12:58.388037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:12:58.391945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:12:58.392029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:01.398023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:01.402736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:01.407343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:01.412626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:01.412832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:04.419362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:04.424707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:04.430293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:04.435423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:04.435568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:07.440287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:07.444085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:07.447570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:07.451070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:07.451155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:10.455930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:10.459966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:10.463607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:10.467454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:10.467569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:13.472661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:13.476129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:13.479496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:13.482834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:13.482914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:16.488423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:16.492480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:16.496422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:16.500554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:16.500733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:19.505872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:19.509421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:19.512751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:19.516121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:19.516204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:22.521285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:22.524968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:22.528686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:22.532302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:22.532393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:25.537530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:25.541515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:25.545402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:25.549141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:25.549247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:28.554359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:28.558108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:28.561886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:28.565291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:28.565378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:31.571422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:31.575535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:31.579281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:31.583525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:31.583693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:34.588980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:34.593597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:34.597401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:34.601062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:34.601146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:37.606181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:37.609985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:37.613786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:37.617769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:37.617908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:40.622881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:40.626264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:40.629571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:40.632882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:40.632960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:43.638588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:43.642776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:43.646582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:43.650746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:43.650857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:46.656091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:46.659627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:46.662990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:46.667200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:46.667322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:49.673820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:49.678535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:49.682772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:49.687833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:49.688017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:52.694034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:52.698471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:52.702238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:52.706085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:52.706193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:55.711378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:55.715872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:55.719838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:55.723612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:55.723743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:13:58.729006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:13:58.732803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:13:58.736374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:13:58.739961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:13:58.740066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:01.744832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:01.748307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:01.751620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:01.754964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:01.755045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:04.761680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:04.765794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:04.770356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:04.774686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:04.774804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:07.780586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:07.784202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:07.787697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:07.791139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:07.791220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:10.797586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:10.802125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:10.806476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:10.810682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:10.810774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:13.817700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:13.823066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:13.828810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:13.833486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:13.833597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:16.838958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:16.843955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:16.848201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:16.851867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:16.851953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:19.856773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:19.860271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:19.863613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:19.867023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:19.867107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:22.873249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:22.877278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:22.881021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:22.885153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:22.885257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:25.890744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:25.895205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:25.899744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:25.903883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:25.904014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:28.909992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:28.913814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:28.918749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:28.923595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:28.923733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:31.929984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:31.935102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:31.941299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:31.945706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:31.945832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:34.953609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:34.958953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:34.963321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:34.967276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:34.967386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:37.974048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:37.978101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:37.983556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:37.987275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:37.987361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:40.992917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:40.997038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:41.000699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:41.004534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:41.004636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:44.009810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:44.013562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:44.017330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:44.021183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:44.021295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:47.027079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:47.032585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:47.037536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:47.042470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:47.042609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:50.048251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:50.052361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:50.055868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:50.059340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:50.059444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:53.066659] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:53.071216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:53.074846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:53.078474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:53.078585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:56.084020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:56.089107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:56.094294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:56.098610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:56.098727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:14:59.104291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:14:59.108431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:14:59.111951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:14:59.115483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:14:59.115580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:02.122682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:02.127515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:02.131278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:02.136185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:02.136350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:05.142349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:05.146283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:05.149942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:05.153549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:05.153663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:08.160828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:08.165946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:08.170388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:08.174226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:08.174327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:11.182748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:11.187343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:11.191315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:11.195045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:11.195155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:14.201074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:14.205527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:14.209144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:14.212590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:14.212695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:17.217695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:17.221506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:17.225375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:17.228951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:17.229045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:20.234380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:20.238097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:20.241893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:20.245689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:20.245789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:23.251379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:23.255433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:23.259341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:23.263252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:23.263365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:26.268379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:26.271906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:26.275387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:26.279415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:26.279542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:29.285239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:29.288878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:29.292318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:29.296530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:29.296636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:32.302041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:32.305626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:32.309247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:32.313146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:32.313226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:35.319082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:35.323514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:35.327488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:35.331462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:35.331560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:38.423715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:38.459520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:38.494381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:38.498541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:38.498669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:41.503729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:41.507624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:41.511571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:41.515882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:41.515965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:44.521296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:44.525190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:44.528802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:44.533138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:44.533288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:47.538697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:47.543426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:47.548553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:47.552844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:47.552958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:50.558179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:50.562111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:50.566442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:50.570449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:50.570547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:53.575825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:53.583349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:53.587631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:53.593028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:53.593196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:56.599597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:56.604476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:56.609148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:56.613569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:56.613706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:15:59.620070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:15:59.624797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:15:59.628882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:15:59.632556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:15:59.632684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:02.639297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:02.644458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:02.649721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:02.653741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:02.653853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:05.659540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:05.663956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:05.667678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:05.671322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:05.671410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:08.679373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:08.684093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:08.688874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:08.692660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:08.692741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:11.697967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:11.701860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:11.705341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:11.709010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:11.709106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:14.714547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:14.718360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:14.722335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:14.726520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:14.726618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:17.733111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:17.737327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:17.742114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:17.746694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:17.746814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:20.751534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:20.755747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:20.759964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:20.764373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:20.764493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:23.770140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:23.774029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:23.778218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:23.781983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:23.782066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:26.786807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:26.791312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:26.795033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:26.798963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:26.799053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:29.805730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:29.815408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:29.820860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:29.826137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:29.826288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:32.830444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:32.833919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:32.838066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:32.841743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:32.841834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:35.848488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:35.852382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:35.856970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:35.861899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:35.862048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:38.868405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:38.881875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:38.892166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:38.896780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:38.896914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:41.901943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:41.906544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:41.910754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:41.914663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:41.914788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:44.919206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:44.922991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:44.926425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:44.930037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:44.930119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:47.934954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:47.939935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:47.945478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:47.949899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:47.949990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:50.954364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:50.958709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:50.963373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:50.967470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:50.967573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:53.973539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:53.980183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:53.985553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:53.994095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:53.994236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:16:56.998866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:16:57.003620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:16:57.009346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:16:57.014089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:16:57.014221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:00.019110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:00.022687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:00.026804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:00.030702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:00.030792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:03.035911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:03.041216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:03.046128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:03.050078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:03.050169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:06.054732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:06.058816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:06.062465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:06.066668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:06.066770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:09.072671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:09.077112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:09.082471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:09.086816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:09.086910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:12.091852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:12.096564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:12.101556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:12.105316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:12.105400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:15.114445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:15.118723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:15.122882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:15.126732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:15.126834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:18.131443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:18.135180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:18.139197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:18.142789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:18.142878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:21.148109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:21.152773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:21.156962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:21.161020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:21.161134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:24.168024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:24.174605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:24.180803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:24.186138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:24.186351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:27.192983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:27.198078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:27.202724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:27.207683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:27.207783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:30.213077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:30.216768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:30.220324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:30.224194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:30.224270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:33.229302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:33.233174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:33.237609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:33.241421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:33.241520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:36.248802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:36.253972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:36.258506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:36.262628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:36.262751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:39.269708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:39.274945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:39.282422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:39.287686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:39.287811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:42.292532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:42.298311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:42.307140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:42.312386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:42.312535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:45.317193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:45.321111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:45.324984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:45.328668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:45.328774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:48.333166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:48.337256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:48.341076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:48.344639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:48.344764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:51.350582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:51.355193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:51.359699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:51.363736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:51.363836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:54.372106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:54.379240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:54.384666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:54.388706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:54.388799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:17:57.395026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:17:57.399873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:17:57.406734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:17:57.413099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:17:57.413265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:00.419701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:00.425095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:00.429683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:00.434504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:00.434764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:03.439277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:03.444056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:03.448209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:03.452083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:03.452181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:06.458121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:06.462800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:06.466533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:06.470295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:06.470394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:09.477520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:09.484401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:09.490091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:09.495822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:09.495941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:12.501456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:12.508335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:12.513943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:12.518560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:12.518716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:15.523795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:15.528890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:15.534062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:15.539024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:15.539126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:18.543662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:18.547368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:18.551277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:18.554932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:18.555019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:21.560759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:21.566240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:21.576454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:21.581965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:21.582108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:24.588312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:24.593574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:24.599209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:24.603436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:24.603540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:27.608483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:27.612721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:27.616902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:27.620531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:27.620619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:30.626006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:30.630466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:30.634423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:30.638073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:30.638155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:33.644115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:33.648775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:33.653381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:33.657996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:33.658143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:36.663548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:36.669302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:36.674614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:36.679825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:36.680183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:39.686370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:39.692152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:39.696955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:39.701157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:39.701262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:42.706737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:42.710956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:42.714522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:42.718080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:42.718166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:45.724968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:45.729286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:45.733659] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:45.737690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:45.737799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:48.743966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:48.748950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:48.753577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:48.757624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:48.757781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:51.763035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:51.767544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:51.771462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:51.775168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:51.775270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:54.780671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:54.785139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:54.788991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:54.792597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:54.792711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:18:57.800293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:18:57.806178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:18:57.811593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:18:57.817329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:18:57.817511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:00.823836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:00.828146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:00.832156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:00.836604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:00.836785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:03.843157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:03.847885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:03.852367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:03.857302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:03.857401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:06.863106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:06.868298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:06.873791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:06.878279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:06.878364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:09.884528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:09.889518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:09.894809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:09.899607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:09.899761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:12.905831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:12.911087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:12.915442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:12.919146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:12.919225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:15.925128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:15.930440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:15.935697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:15.941678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:15.941807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:18.948255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:18.953206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:18.958330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:18.963329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:18.963480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:21.969036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:21.973416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:21.978252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:21.982847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:21.982971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:24.995229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:25.001379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:25.007364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:25.012503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:25.012664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:28.018571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:28.023404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:28.027193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:28.031218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:28.031305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:31.038461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:31.043127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:31.047143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:31.051070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:31.051157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:34.056197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:34.060841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:34.065746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:34.069623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:34.070091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:37.077532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:37.082841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:37.086693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:37.091261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:37.091406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:40.190011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:40.195056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:40.229566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:40.233590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:40.233727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:43.241009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:43.246843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:43.251906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:43.256348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:43.256433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:46.264842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:46.270059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:46.274287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:46.278731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:46.278821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:49.284461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:49.289489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:49.293832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:49.297564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:49.297779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:52.303203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:52.307134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:52.312974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:52.317118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:52.317203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:55.328253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:55.332873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:55.336887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:55.340627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:55.340733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:19:58.346788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:19:58.351291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:19:58.355424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:19:58.359063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:19:58.359160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:01.364858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:01.369056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:01.373059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:01.377159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:01.377249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:04.383182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:04.387456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:04.391784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:04.396106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:04.396235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:07.402446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:07.407982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:07.413372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:07.417790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:07.417962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:10.423363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:10.427997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:10.432681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:10.436252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:10.436345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:13.441310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:13.446319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:13.451384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:13.456720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:13.456840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:16.461890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:16.466065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:16.470407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:16.474690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:16.474799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:19.480685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:19.486336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:19.491803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:19.496983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:19.497135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:22.502822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:22.507812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:22.513270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:22.520442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:22.520549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:25.526748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:25.531851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:25.536377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:25.541852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:25.542121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:28.548637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:28.553770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:28.558190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:28.562233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:28.562321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:31.567149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:31.576255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:31.581510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:31.586243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:31.586368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:34.592508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:34.597045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:34.601308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:34.605789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:34.605921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:37.610850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:37.615267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:37.619429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:37.623665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:37.623799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:40.629844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:40.634798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:40.639316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:40.643535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:40.643689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:43.649863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:43.654606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:43.658628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:43.662733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:43.662846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:46.668219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:46.673805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:46.678882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:46.683486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:46.683608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:49.688618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:49.692455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:49.696562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:49.700318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:49.700405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:52.705785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:52.710594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:52.715053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:52.719686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:52.719965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:55.725876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:55.730488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:55.734834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:55.739310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:55.739432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:20:58.744577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:20:58.748743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:20:58.752434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:20:58.756473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:20:58.756593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:01.762760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:01.768133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:01.776767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:01.782140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:01.782308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:04.787244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:04.790964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:04.795130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:04.799257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:04.799374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:07.803986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:07.807494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:07.814804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:07.818396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:07.818493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:10.823732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:10.830221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:10.836833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:10.846618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:10.846752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:13.851630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:13.856090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:13.860032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:13.863803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:13.863895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:16.869069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:16.874104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:16.878931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:16.884072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:16.884186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:19.890039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:19.894148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:19.897929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:19.905740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:19.905866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:22.911440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:22.916761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:22.921278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:22.925925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:22.926148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:25.932582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:25.936723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:25.940429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:25.943892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:25.943971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:28.949333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:28.953462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:28.957527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:28.961423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:28.961515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:31.966425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:31.971727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:31.975609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:31.980449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:31.980561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:34.987069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:34.992011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:34.996161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:35.000837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:35.001022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:38.006415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:38.011121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:38.015630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:38.019934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:38.020055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:41.026007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:41.123002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:41.127567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:41.219749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:41.219867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:44.225602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:44.229485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:44.233395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:44.237579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:44.237694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:47.243852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:47.248015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:47.253461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:47.256977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:47.257061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:50.262675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:50.266916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:50.270985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:50.274966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:50.275084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:53.280821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:53.285251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:53.289675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:53.294223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:53.294344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:56.299428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:56.302976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:56.306500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:56.310065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:56.310156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:21:59.315294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:21:59.319734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:21:59.324589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:21:59.328881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:21:59.331741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:02.337482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:02.341863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:02.346091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:02.349883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:02.349983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:05.356428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:05.362194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:05.367420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:05.371179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:05.371272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:08.376342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:08.380893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:08.384796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:08.389637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:08.389773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:11.396850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:11.402998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:11.407923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:11.413510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:11.413688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:14.419447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:14.424034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:14.429432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:14.434603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:14.434782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:17.441616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:17.447638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:17.453387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:17.459275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:17.459409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:20.464964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:20.469538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:20.473578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:20.477750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:20.477847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:23.483675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:23.488964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:23.493561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:23.497692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:23.497843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:26.503740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:26.515212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:26.520059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:26.523702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:26.523796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:29.528213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:29.532108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:29.535832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:29.539446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:29.539533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:32.544692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:32.549611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:32.553852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:32.557315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:32.557398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:35.562066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:35.566050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:35.570186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:35.573828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:35.573924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:38.579222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:38.583109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:38.587196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:38.592840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:38.592964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:41.598176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:41.602545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:41.606897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:41.610537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:41.610629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:44.616865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:44.621029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:44.625029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:44.628909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:44.628998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:47.635000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:47.640000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:47.644134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:47.651992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:47.652115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:50.658411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:50.664040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:50.668808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:50.672995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:50.673079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:53.682241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:53.686929] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:53.691290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:53.695112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:53.695220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:56.699853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:56.703674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:56.707443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:56.711148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:56.711266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:22:59.718176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:22:59.723165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:22:59.728326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:22:59.733359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:22:59.733451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:02.739927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:02.745521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:02.750116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:02.754425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:02.754547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:05.760183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:05.764229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:05.768339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:05.772069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:05.772153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:08.779416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:08.784374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:08.790338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:08.795876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:08.796063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:11.802951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:11.808288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:11.814154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:11.818864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:11.818972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:14.827180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:14.833949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:14.839915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:14.845101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:14.845250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:17.850725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:17.855248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:17.859754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:17.863704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:17.863792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:20.871027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:20.876027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:20.881278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:20.885964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:20.886096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:23.891030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:23.895934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:23.901021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:23.905602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:23.905754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:26.911405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:26.916838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:26.922736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:26.927928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:26.928061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:29.933719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:29.937431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:29.941149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:29.944636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:29.944739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:32.948866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:32.952727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:32.956726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:32.960444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:32.960552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:35.965742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:35.970717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:35.975087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:35.978896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:35.978986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:38.984731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:38.990027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:38.995464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:39.000529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:39.000703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:42.005351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:42.201450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:42.236411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:42.240496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:42.240585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:45.246527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:45.251004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:45.255502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:45.259799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:45.259895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:48.265466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:48.271747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:48.275960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:48.280374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:48.280507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:51.286716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:51.292077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:51.297197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:51.300952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:51.301035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:54.305888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:54.311236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:54.315787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:54.319790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:54.319935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:23:57.325595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:23:57.330577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:23:57.336102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:23:57.342419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:23:57.342566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:00.347325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:00.353432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:00.357013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:00.360383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:00.360467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:03.367442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:03.372068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:03.376211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:03.381423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:03.381575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:06.389544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:06.395116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:06.400912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:06.406574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:06.406760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:09.411958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:09.416998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:09.421032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:09.424862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:09.424954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:12.430092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:12.434938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:12.439405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:12.442950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:12.443034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:15.447493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:15.452489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:15.457543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:15.462982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:15.463089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:18.468757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:18.473463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:18.478076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:18.482177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:18.482291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:21.487207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:21.491374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:21.495496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:21.498996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:21.499087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:24.504271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:24.507943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:24.511308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:24.515113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:24.515223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:27.520585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:27.524473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:27.528155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:27.531785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:27.531896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:30.537623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:30.541916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:30.546511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:30.550876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:30.550974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:33.556404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:33.560325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:33.564516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:33.569789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:33.569932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:36.575181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:36.584205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:36.588832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:36.592728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:36.592851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:39.598619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:39.602582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:39.607110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:39.611814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:39.611966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:42.620365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:42.627226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:42.633156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:42.639511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:42.639737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:45.645748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:45.650190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:45.654254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:45.659029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:45.659143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:48.664661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:48.669294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:48.674098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:48.681732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:48.681865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:51.689719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:51.694933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:51.699292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:51.703928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:51.704039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:54.710023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:54.714938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:54.718868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:54.723137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:54.723259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:24:57.729232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:24:57.735477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:24:57.740396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:24:57.744183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:24:57.744267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:00.757571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:00.763846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:00.769783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:00.776718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:00.776901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:03.783078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:03.788191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:03.792521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:03.796210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:03.796294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:06.801569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:06.806188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:06.810758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:06.815334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:06.815424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:09.820415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:09.824915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:09.828596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:09.832708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:09.832793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:12.839968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:12.846074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:12.850623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:12.854549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:12.854695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:15.859963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:15.863718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:15.867544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:15.871544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:15.871634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:18.876974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:18.881168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:18.885203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:18.889145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:18.889254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:21.894859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:21.898952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:21.902885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:21.907577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:21.907718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:24.912564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:24.916414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:24.920281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:24.924331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:24.924435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:27.929859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:27.934503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:27.939387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:27.943821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:27.943948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:30.948437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:30.952431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:30.956387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:30.960966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:30.961073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:33.968056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:33.973007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:33.977828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:33.982230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:33.982321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:36.987014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:36.992140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:36.996340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:37.000905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:37.001189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:40.006123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:40.010004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:40.013693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:40.017837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:40.017954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:43.024898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:43.124474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:43.128994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:43.133531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:43.133688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:46.138261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:46.142388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:46.146879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:46.150696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:46.150801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:49.155334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:49.159568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:49.163809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:49.168131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:49.168249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:52.174201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:52.180192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:52.185201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:52.195761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:52.196014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:55.200865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:55.205326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:55.209195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:55.212684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:55.212777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:25:58.217454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:25:58.221483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:25:58.225528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:25:58.229085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:25:58.229169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:01.234256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:01.238169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:01.241909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:01.245416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:01.245511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:04.250634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:04.254455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:04.258667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:04.262848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:04.262949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:07.268345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:07.273528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:07.278941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:07.283914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:07.284007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:10.289595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:10.293486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:10.297458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:10.301521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:10.301624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:13.307496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:13.313489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:13.322434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:13.327068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:13.327309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:16.332457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:16.336268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:16.340323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:16.343915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:16.344002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:19.349518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:19.353525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:19.357785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:19.361720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:19.361814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:22.368571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:22.374585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:22.379416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:22.384384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:22.384521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:25.389964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:25.394029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:25.397537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:25.401052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:25.401134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:28.406367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:28.409940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:28.413270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:28.417497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:28.417586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:31.424826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:31.429521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:31.433767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:31.438710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:31.438978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:34.444836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:34.449297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:34.453793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:34.458522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:34.458689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:37.464047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:37.468408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:37.472197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:37.476214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:37.476324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:40.481545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:40.485181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:40.488887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:40.492347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:40.492434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:43.498910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:43.503489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:43.508007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:43.511439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:43.511519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:46.517149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:46.521936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:46.527000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:46.531890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:46.532003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:49.537894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:49.541369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:49.544890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:49.548217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:49.548301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:52.553937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:52.558680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:52.563161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:52.567086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:52.567185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:55.572288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:55.576508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:55.580671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:55.584992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:55.585089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:26:58.593277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:26:58.597726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:26:58.602212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:26:58.607865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:26:58.607988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:01.612329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:01.616043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:01.619798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:01.623909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:01.624019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:04.630063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:04.636940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:04.642903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:04.648064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:04.648168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:07.653398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:07.657934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:07.662677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:07.666970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:07.667089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:10.673928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:10.677746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:10.681236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:10.684788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:10.684870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:13.690797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:13.697695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:13.702909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:13.707168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:13.707261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:16.713715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:16.719592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:16.725149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:16.730277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:16.730397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:19.736010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:19.740453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:19.745380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:19.749974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:19.750109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:22.756017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:22.759828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:22.763482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:22.766926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:22.767006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:25.773943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:25.777797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:25.781402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:25.785403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:25.785507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:28.790328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:28.794570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:28.798366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:28.802580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:28.802722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:31.808257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:31.812359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:31.817280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:31.822154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:31.822322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:34.829296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:34.834103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:34.839149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:34.843540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:34.843681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:37.849551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:37.853172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:37.857126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:37.860726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:37.860807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:40.867261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:40.871928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:40.876823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:40.880623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:40.880726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:43.886514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:43.893416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:43.900589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:43.906865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:43.906996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:46.911531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:46.914979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:46.919009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:46.922586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:46.922692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:49.929974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:49.936136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:49.942768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:49.948167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:49.948293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:52.952595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:52.956435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:52.959967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:52.963336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:52.963416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:55.969331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:55.974082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:55.978344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:55.985242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:55.985369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:27:58.991013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:27:58.996199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:27:59.000237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:27:59.004075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:27:59.004172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:02.009523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:02.014013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:02.018110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:02.022430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:02.022516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:05.027773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:05.031604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:05.035605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:05.039416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:05.039509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:08.044624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:08.048517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:08.052483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:08.056196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:08.056297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:11.061368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:11.064912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:11.068490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:11.072460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:11.072569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:14.079150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:14.083448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:14.182267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:14.186111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:14.186208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:17.190539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:17.194199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:17.198055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:17.201868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:17.201965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:20.207023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:20.211740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:20.216098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:20.219858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:20.219957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:23.224514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:23.228265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:23.232305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:23.235950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:23.236035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:26.241624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:26.245377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:26.249143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:26.252972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:26.253072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:29.258854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:29.263433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:29.268057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:29.272738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:29.272899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:32.279397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:32.284631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:32.290618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:32.295380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:32.295544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:35.301681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:35.306943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:35.311082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:35.315223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:35.315346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:38.320394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:38.324272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:38.327969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:38.332295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:38.332404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:41.338919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:41.343411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:41.348165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:41.352493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:41.352592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:44.357858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:44.363972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:44.368420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:44.372424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:44.372548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:47.378596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:47.383188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:47.387780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:47.392178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:47.392308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:50.397450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:50.401200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:50.404935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:50.409472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:50.409807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:53.417090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:53.422197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:53.426967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:53.433126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:53.433231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:56.440619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:56.445570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:56.451505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:56.456974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:56.457173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:28:59.462276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:28:59.465960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:28:59.470113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:28:59.473596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:28:59.473707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:02.481206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:02.486527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:02.491051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:02.496160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:02.496634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:05.502276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:05.506098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:05.510357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:05.514591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:05.514708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:08.519945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:08.524060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:08.528512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:08.533013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:08.533123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:11.538503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:11.543637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:11.548684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:11.553998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:11.554118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:14.562910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:14.569060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:14.576181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:14.581684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:14.581797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:17.587226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:17.591295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:17.595015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:17.599162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:17.599284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:20.604715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:20.609192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:20.613163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:20.617308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:20.617426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:23.624154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:23.628758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:23.633495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:23.638275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:23.638379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:26.644973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:26.650361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:26.655788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:26.660445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:26.660537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:29.667931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:29.672881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:29.677772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:29.682385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:29.682497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:32.687937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:32.692121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:32.697188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:32.701587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:32.701766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:35.708615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:35.713936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:35.719109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:35.724125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:35.724263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:38.729570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:38.733414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:38.737509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:38.741278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:38.741388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:41.748871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:41.754129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:41.760012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:41.766002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:41.766168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:44.772811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:44.778203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:44.783029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:44.787014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:44.787148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:47.794474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:47.801061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:47.808181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:47.813748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:47.814017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:50.819584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:50.824021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:50.828194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:50.832610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:50.832725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:53.838846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:53.843621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:53.847945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:53.852254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:53.852357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:56.856841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:56.860894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:56.866037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:56.870209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:56.870314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:29:59.876317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:29:59.881405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:29:59.885387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:29:59.889523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:29:59.889630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:02.894400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:02.898419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:02.902193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:02.905573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:02.905675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:05.909880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:05.913526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:05.917231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:05.920894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:05.921023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:08.927316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:08.931583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:08.935699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:08.939948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:08.940113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:11.945791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:11.949894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:11.954681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:11.958999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:11.959106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:14.964008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:14.968749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:14.974296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:14.978754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:14.978887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:17.983458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:17.987705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:17.992532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:17.996726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:17.996837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:21.002794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:21.008592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:21.013676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:21.018497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:21.018770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:24.025704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:24.034890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:24.039174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:24.043308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:24.043409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:27.047563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:27.051485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:27.055255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:27.059307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:27.059435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:30.065492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:30.070037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:30.074097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:30.077601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:30.077714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:33.082914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:33.086718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:33.090543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:33.094237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:33.094326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:36.100103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:36.104413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:36.108191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:36.111916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:36.112008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:39.118845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:39.123994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:39.132191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:39.137839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:39.138018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:42.144219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:42.148844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:42.153214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:42.157361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:42.157445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:45.257431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:45.291783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:45.296167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:45.299916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:45.300009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:48.305275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:48.308955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:48.312462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:48.316165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:48.316261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:51.324021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:51.331762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:51.338963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:51.345358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:51.345525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:54.353445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:54.359266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:54.365006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:54.370880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:54.371370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:30:57.378544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:30:57.384549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:30:57.388782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:30:57.394689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:30:57.394917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:00.401076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:00.405371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:00.409105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:00.412495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:00.412571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:03.419043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:03.423126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:03.427693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:03.432562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:03.433269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:06.440554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:06.446970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:06.453220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:06.459001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:06.459128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:09.465013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:09.470390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:09.474376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:09.478162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:09.478272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:12.483290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:12.487092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:12.491321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:12.495098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:12.495193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:15.500131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:15.507040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:15.515947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:15.520106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:15.520212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:18.525946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:18.530126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:18.534242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:18.538063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:18.538162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:21.544784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:21.550150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:21.555694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:21.561024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:21.561166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:24.567074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:24.570980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:24.574737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:24.579388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:24.579501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:27.584675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:27.588937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:27.593113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:27.597723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:27.597834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:30.603765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:30.608634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:30.613534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:30.618369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:30.618476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:33.623017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:33.626594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:33.630156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:33.633721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:33.633811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:36.644045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:36.649508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:36.653792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:36.657823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:36.657970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:39.665478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:39.669910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:39.674257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:39.678682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:39.678775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:42.684065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:42.688365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:42.692275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:42.696791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:42.696902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:45.702868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:45.708135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:45.713171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:45.718396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:45.718517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:48.725171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:48.731392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:48.736218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:48.741462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:48.741604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:51.745848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:51.749490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:51.755374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:51.760745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:51.760874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:54.765808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:54.769363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:54.772782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:54.776470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:54.776551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:31:57.781139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:31:57.784990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:31:57.788941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:31:57.792668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:31:57.792767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:00.799301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:00.804853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:00.810159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:00.814524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:00.814668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:03.823487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:03.828904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:03.834366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:03.839694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:03.839829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:06.845868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:06.849963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:06.854759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:06.859073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:06.859211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:09.866094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:09.870568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:09.874209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:09.877558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:09.877671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:12.882834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:12.887403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:12.891982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:12.896076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:12.896191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:15.902433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:15.907209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:15.912041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:15.916065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:15.916165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:18.921469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:18.927393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:18.932568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:18.938154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:18.938284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:21.944250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:21.949334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:21.955155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:21.961661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:21.961811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:24.966238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:24.969993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:24.973953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:24.977350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:24.977432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:27.982123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:27.986312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:27.990451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:27.995094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:27.995211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:31.000981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:31.005206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:31.009218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:31.013245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:31.013354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:34.018631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:34.023417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:34.027746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:34.031822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:34.031948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:37.046722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:37.056086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:37.063210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:37.069890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:37.070105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:40.074720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:40.079086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:40.083223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:40.087244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:40.087352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:43.092035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:43.095834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:43.099801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:43.103401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:43.103505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:46.107767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:46.112163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:46.116183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:46.201096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:46.201222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:49.205958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:49.209854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:49.214423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:49.219171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:49.219286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:52.225923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:52.231053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:52.236370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:52.240731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:52.240846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:55.246410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:55.251176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:55.255452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:55.260205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:55.260307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:32:58.265729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:32:58.269505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:32:58.273520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:32:58.278311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:32:58.278433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:01.283997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:01.287832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:01.291840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:01.295627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:01.295734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:04.302785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:04.309264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:04.315072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:04.321002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:04.321205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:07.326513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:07.330618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:07.334343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:07.338121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:07.338230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:10.344634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:10.349230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:10.353480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:10.357885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:10.358052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:13.362889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:13.366970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:13.371128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:13.375129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:13.375224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:16.382027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:16.387618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:16.392717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:16.398912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:16.399113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:19.404235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:19.408587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:19.412787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:19.417041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:19.417132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:22.422273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:22.426323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:22.431627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:22.436463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:22.436571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:25.442474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:25.448075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:25.452535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:25.457029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:25.457153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:28.462697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:28.467081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:28.472115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:28.477613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:28.477884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:31.483801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:31.488741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:31.493048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:31.497401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:31.497682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:34.503445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:34.507184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:34.510846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:34.514630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:34.514772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:37.521056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:37.524627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:37.528847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:37.532853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:37.532993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:40.537954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:40.541879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:40.545794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:40.549432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:40.549514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:43.557492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:43.563354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:43.568591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:43.573736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:43.573858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:46.580556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:46.587098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:46.593115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:46.597989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:46.598149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:49.604525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:49.609910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:49.615258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:49.619217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:49.619316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:52.624685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:52.629975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:52.636061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:52.640888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:52.641014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:55.646721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:55.651209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:55.655664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:55.660263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:55.660386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:33:58.665682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:33:58.670009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:33:58.674564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:33:58.678873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:33:58.678993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:01.685522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:01.691054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:01.697138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:01.703964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:01.704124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:04.709687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:04.714189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:04.718789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:04.723407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:04.723521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:07.733267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:07.739353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:07.744476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:07.749059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:07.749160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:10.754869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:10.759765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:10.764547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:10.769397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:10.769507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:13.774120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:13.777949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:13.781490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:13.785243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:13.785339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:16.791144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:16.797070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:16.803289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:16.808468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:16.808667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:19.814244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:19.819828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:19.825343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:19.831301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:19.831419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:22.836221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:22.840239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:22.844456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:22.848472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:22.848619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:25.853838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:25.858571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:25.862537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:25.867044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:25.867170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:28.872552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:28.876945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:28.880908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:28.886116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:28.886348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:31.891778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:31.895964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:31.900205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:31.904128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:31.904239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:34.909605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:34.915840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:34.920378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:34.925803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:34.925923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:37.930699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:37.934519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:37.938262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:37.941932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:37.942026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:40.947716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:40.952382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:40.956871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:40.961603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:40.961730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:43.966382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:43.970696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:43.974502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:43.978370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:43.978497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:46.984545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:46.988693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:46.992434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:46.997602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:46.997737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:50.003331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:50.007511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:50.011557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:50.015195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:50.015307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:53.021959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:53.027216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:53.036676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:53.041879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:53.042014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:56.047410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:56.051446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:56.055402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:56.059790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:56.059892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:34:59.066128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:34:59.071233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:34:59.075901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:34:59.082689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:34:59.082888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:02.088687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:02.094053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:02.099463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:02.104603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:02.104755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:05.112300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:05.117090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:05.121181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:05.125315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:05.125431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:08.131569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:08.135672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:08.139742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:08.143471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:08.143701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:11.150123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:11.154537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:11.159344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:11.163525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:11.163629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:14.168944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:14.173007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:14.176985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:14.181287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:14.181376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:17.187384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:17.192915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:17.198607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:17.203639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:17.203788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:20.208806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:20.212983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:20.217003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:20.221121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:20.221250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:23.226798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:23.231121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:23.234687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:23.238240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:23.238328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:26.243592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:26.247566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:26.251236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:26.255095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:26.255178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:29.261962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:29.265985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:29.270010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:29.273826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:29.273956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:32.280285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:32.285193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:32.290079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:32.294502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:32.294601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:35.299026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:35.302947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:35.306747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:35.310446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:35.310547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:38.315952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:38.321619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:38.326279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:38.330969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:38.331097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:41.336185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:41.340938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:41.345362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:41.349823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:41.350093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:44.355105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:44.359606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:44.363481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:44.367516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:44.367609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:47.374326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:47.379457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:47.384141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:47.388306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:47.388410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:50.393423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:50.397584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:50.401673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:50.405800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:50.405926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:53.410923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:53.415035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:53.418976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:53.423096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:53.423175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:56.429002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:56.434080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:56.438074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:56.442117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:56.442208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:35:59.447433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:35:59.451662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:35:59.455604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:35:59.459750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:35:59.459873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:02.466023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:02.470695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:02.474525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:02.478609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:02.478710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:05.483744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:05.488907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:05.493199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:05.497292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:05.497383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:08.502297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:08.506355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:08.510212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:08.513928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:08.514016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:11.519516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:11.523630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:11.528363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:11.533016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:11.533140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:14.540821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:14.545233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:14.550563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:14.556211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:14.556408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:17.562937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:17.568188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:17.573132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:17.576999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:17.577122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:20.584812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:20.590759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:20.595906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:20.603045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:20.603256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:23.608893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:23.613456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:23.618055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:23.622366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:23.622477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:26.628752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:26.633258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:26.638478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:26.642577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:26.642722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:29.647555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:29.651357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:29.654953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:29.658592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:29.658703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:32.664758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:32.669035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:32.673176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:32.677244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:32.677338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:35.682944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:35.686889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:35.690612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:35.694936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:35.695032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:38.700210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:38.704113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:38.707877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:38.712824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:38.712925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:41.720017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:41.724637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:41.729330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:41.733532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:41.733662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:44.739054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:44.744056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:44.748874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:44.753490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:44.753610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:47.757552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:47.761743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:47.765946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:47.769858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:47.769975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:50.776452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:50.783821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:50.787494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:50.791622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:50.791725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:53.798022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:53.801887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:53.805577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:53.809345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:53.809425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:56.814776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:56.818625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:56.822373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:56.826167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:56.826255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:36:59.831794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:36:59.837429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:36:59.843951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:36:59.848409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:36:59.849503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:02.855705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:02.860328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:02.864629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:02.868458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:02.868558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:05.873479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:05.877596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:05.881360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:05.884960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:05.885044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:08.891324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:08.895288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:08.898853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:08.902373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:08.902455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:11.907184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:11.911351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:11.915265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:11.918983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:11.919080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:14.924387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:14.928154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:14.931972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:14.935433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:14.935520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:17.941865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:17.946903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:17.952480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:17.956591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:17.956730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:20.963354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:20.967586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:20.971509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:20.975162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:20.975252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:23.979986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:23.984315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:23.988966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:23.993175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:23.993283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:26.998173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:27.001978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:27.005568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:27.009068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:27.009158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:30.014437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:30.021495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:30.026620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:30.031263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:30.031378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:33.037484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:33.042868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:33.046666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:33.050332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:33.050420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:36.055386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:36.059853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:36.063465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:36.067061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:36.067155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:39.073193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:39.078834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:39.084307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:39.089002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:39.089163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:42.095075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:42.098754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:42.102373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:42.106555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:42.106728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:45.113148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:45.117837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:45.123821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:45.128635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:45.128761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:48.135291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:48.145783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:48.151879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:48.157086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:48.157214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:51.162075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:51.165876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:51.169568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:51.173364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:51.173475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:54.178892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:54.182781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:54.186246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:54.190302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:54.190391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:37:57.195701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:37:57.199399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:37:57.203166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:37:57.206867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:37:57.206951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:00.212265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:00.216410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:00.220969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:00.225085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:00.225186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:03.229984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:03.234859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:03.239617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:03.243557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:03.243701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:06.249785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:06.254690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:06.259948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:06.264899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:06.265009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:09.270273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:09.275966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:09.281116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:09.285934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:09.286050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:12.290850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:12.295243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:12.303912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:12.309504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:12.309703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:15.315443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:15.319272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:15.322820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:15.326201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:15.326292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:18.336281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:18.340949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:18.345569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:18.349637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:18.349765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:21.354534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:21.358415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:21.361979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:21.365553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:21.365659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:24.371327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:24.376853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:24.381485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:24.385850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:24.385981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:27.391664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:27.395925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:27.399747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:27.403714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:27.403859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:30.409269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:30.413669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:30.417396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:30.421240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:30.421336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:33.430479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:33.436458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:33.440931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:33.444893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:33.444980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:36.450545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:36.455559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:36.459863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:36.463834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:36.463920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:39.473928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:39.478272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:39.482229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:39.486381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:39.486479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:42.492304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:42.496946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:42.502068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:42.506703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:42.506852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:45.513236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:45.518005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:45.523697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:45.531999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:45.532130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:48.536845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:48.542548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:48.547223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:48.551725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:48.551834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:51.556299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:51.560308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:51.564206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:51.568193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:51.568293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:54.572713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:54.576695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:54.580636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:54.584360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:54.584487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:38:57.589275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:38:57.594318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:38:57.597984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:38:57.601773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:38:57.601861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:00.607011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:00.611809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:00.616349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:00.620483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:00.620615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:03.625420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:03.630054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:03.634294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:03.638124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:03.638226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:06.643989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:06.647891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:06.651759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:06.656053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:06.656144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:09.661139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:09.666566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:09.670786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:09.674275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:09.674359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:12.680449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:12.685531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:12.690835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:12.695825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:12.695931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:15.702323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:15.707777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:15.712573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:15.716866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:15.716958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:18.729255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:18.741246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:18.746919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:18.751740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:18.751894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:21.760313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:21.765261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:21.770564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:21.776706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:21.776895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:24.781441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:24.785131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:24.789008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:24.792913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:24.793054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:27.798277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:27.802916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:27.806890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:27.815048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:27.815167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:30.821004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:30.825159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:30.829763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:30.834569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:30.834717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:33.840450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:33.844911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:33.848990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:33.853064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:33.853164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:36.858267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:36.863033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:36.867633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:36.872298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:36.872413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:39.879387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:39.885903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:39.890371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:39.894688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:39.894792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:42.899379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:42.902997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:42.906525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:42.910123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:42.910212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:45.914910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:45.919991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:45.925333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:45.929795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:45.929911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:48.935608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:48.940725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:48.945572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:48.949926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:48.950022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:51.954938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:51.958856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:51.962707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:51.966899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:51.967021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:54.972005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:54.976449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:54.980390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:54.984125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:54.984214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:39:57.989686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:39:57.993303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:39:57.996789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:39:58.000230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:39:58.000317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:01.005259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:01.008994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:01.012890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:01.016669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:01.016761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:04.024566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:04.030243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:04.036295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:04.041935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:04.042111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:07.047567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:07.052974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:07.057813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:07.062400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:07.062498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:10.068986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:10.075390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:10.080739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:10.085945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:10.086156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:13.091413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:13.096302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:13.101725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:13.106816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:13.106956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:16.113006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:16.117519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:16.121941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:16.127784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:16.127970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:19.132631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:19.139722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:19.145938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:19.150412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:19.150515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:22.156584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:22.160564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:22.164154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:22.168206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:22.168318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:25.174328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:25.184939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:25.190526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:25.195165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:25.195610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:28.200594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:28.204999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:28.208845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:28.212580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:28.212692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:31.218203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:31.222229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:31.226293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:31.230059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:31.230153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:34.237127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:34.241673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:34.245484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:34.249108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:34.249209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:37.254671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:37.258997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:37.263101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:37.267223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:37.267519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:40.273709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:40.278713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:40.283301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:40.289112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:40.289294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:43.294859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:43.302628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:43.307961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:43.312717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:43.312857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:46.317214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:46.321059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:46.324880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:46.333343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:46.333467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:49.338381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:49.342795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:49.347556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:49.351545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:49.351669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:52.355923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:52.363883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:52.368441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:52.372243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:52.372349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:55.377426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:55.381716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:55.385444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:55.389574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:55.389695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:40:58.395779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:40:58.400807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:40:58.404465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:40:58.409061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:40:58.409274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:01.414011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:01.418391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:01.422942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:01.427983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:01.428255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:04.434387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:04.442866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:04.447737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:04.452608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:04.452761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:07.460289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:07.466208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:07.472140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:07.477526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:07.477709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:10.482753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:10.486432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:10.490180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:10.493594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:10.493701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:13.498247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:13.502031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:13.505813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:13.509309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:13.509399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:16.514536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:16.519001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:16.524139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:16.528830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:16.528968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:19.535551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:19.542752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:19.548701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:19.552785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:19.552872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:22.559559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:22.565083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:22.569486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:22.573554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:22.573671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:25.579208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:25.584310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:25.589469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:25.594242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:25.594363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:28.599343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:28.603334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:28.607375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:28.611329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:28.611438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:31.620542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:31.626786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:31.633210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:31.638605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:31.638785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:34.645590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:34.649861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:34.653695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:34.657333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:34.657416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:37.662451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:37.667137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:37.671813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:37.675679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:37.675769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:40.680900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:40.684685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:40.688574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:40.692402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:40.692493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:43.697990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:43.706493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:43.711742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:43.715945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:43.716042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:46.720858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:46.724952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:46.729906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:46.734590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:46.734741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:49.739531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:49.743862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:49.748315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:49.752020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:49.752106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:52.756482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:52.760444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:52.764582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:52.768763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:52.768911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:55.774416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:55.779014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:55.783687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:55.787386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:55.787474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:41:58.793371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:41:58.798477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:41:58.803776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:41:58.809443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:41:58.809578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:01.814231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:01.818606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:01.822258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:01.825662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:01.825743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:04.830683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:04.834869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:04.838898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:04.843046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:04.843155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:07.848277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:07.852635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:07.856567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:07.860455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:07.860560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:10.866266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:10.870983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:10.875536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:10.879779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:10.879905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:13.884011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:13.888114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:13.892000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:13.896011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:13.896185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:16.903248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:16.908211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:16.913795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:16.919631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:16.919784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:19.925493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:19.929926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:19.934129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:19.937603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:19.937715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:22.944893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:22.949397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:22.953152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:22.957417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:22.957821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:25.966011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:25.970476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:25.974341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:25.978198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:25.978309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:28.984736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:28.989890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:28.995104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:29.000106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:29.000218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:32.004678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:32.008949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:32.012984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:32.016914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:32.017018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:35.023562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:35.028407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:35.032092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:35.035819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:35.035898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:38.041465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:38.046457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:38.051776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:38.056875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:38.057017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:41.063362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:41.068005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:41.071636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:41.075789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:41.075944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:44.081061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:44.084969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:44.088579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:44.092352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:44.092444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:47.097212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:47.101274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:47.105221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:47.109721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:47.109831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:50.116861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:50.121218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:50.125567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:50.129392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:50.129487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:53.134565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:53.139223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:53.144375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:53.149136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:53.149250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:56.154858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:56.158544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:56.162121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:56.165602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:56.165725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:42:59.170309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:42:59.173847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:42:59.177228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:42:59.180699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:42:59.180780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:02.187195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:02.192045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:02.197343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:02.202769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:02.202906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:05.208910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:05.213163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:05.247868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:05.251886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:05.251964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:08.256709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:08.260775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:08.265603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:08.269517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:08.269628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:11.274416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:11.279362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:11.283722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:11.287317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:11.287396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:14.292012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:14.296289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:14.300575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:14.304398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:14.304492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:17.308901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:17.313142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:17.316951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:17.322278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:17.322369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:20.327928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:20.332515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:20.336685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:20.340510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:20.340593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:23.345069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:23.349518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:23.353542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:23.357464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:23.357598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:26.362446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:26.366817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:26.371072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:26.374581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:26.374691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:29.381111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:29.385973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:29.394079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:29.400250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:29.400383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:32.405577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:32.409366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:32.413413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:32.417544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:32.417755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:35.423609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:35.427595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:35.431162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:35.434716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:35.434934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:38.440746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:38.444594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:38.448525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:38.452184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:38.452275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:41.458848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:41.463450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:41.468093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:41.472868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:41.472990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:44.478191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:44.482348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:44.486830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:44.490996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:44.491131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:47.496305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:47.501179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:47.505093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:47.508576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:47.508683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:50.516316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:50.521818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:50.526605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:50.530443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:50.530536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:53.536876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:53.541471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:53.545703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:53.550043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:53.550211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:56.555526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:56.560290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:56.564036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:56.568043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:56.568145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:43:59.574022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:43:59.578337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:43:59.582104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:43:59.586511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:43:59.586711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:02.594446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:02.601622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:02.608040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:02.614093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:02.614264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:05.619320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:05.623569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:05.627703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:05.631321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:05.631411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:08.637102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:08.642238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:08.646871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:08.651924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:08.652317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:11.658143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:11.662436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:11.667777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:11.672161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:11.672260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:14.677261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:14.682275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:14.686184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:14.690096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:14.690187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:17.695813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:17.700343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:17.705410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:17.709916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:17.710041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:20.715883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:20.722545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:20.728924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:20.734209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:20.734349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:23.740444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:23.746626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:23.752359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:23.758287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:23.758417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:26.763012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:26.766699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:26.770407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:26.774072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:26.774166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:29.779373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:29.783459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:29.787769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:29.792049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:29.792284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:32.797373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:32.801675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:32.805773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:32.809803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:32.809907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:35.815228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:35.819524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:35.823574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:35.827801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:35.827926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:38.833353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:38.837266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:38.841140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:38.845888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:38.846011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:41.851855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:41.856123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:41.861422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:41.866953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:41.867075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:44.872257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:44.875809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:44.879635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:44.883518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:44.883639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:47.889783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:47.894114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:47.897728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:47.901406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:47.901487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:50.907455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:50.913009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:50.917130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:50.920702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:50.920905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:53.926862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:53.931989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:53.936674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:53.941392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:53.941620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:56.946711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:56.950579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:56.954263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:56.958098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:56.958190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:44:59.964257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:44:59.969775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:44:59.973919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:44:59.977316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:44:59.977398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:02.983146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:02.987720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:02.992443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:02.996839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:02.996989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:06.001913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:06.005947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:06.011562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:06.016009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:06.016371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:09.021541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:09.025585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:09.030133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:09.034471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:09.034586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:12.040112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:12.044157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:12.047855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:12.051382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:12.051474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:15.058217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:15.063863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:15.069347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:15.074859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:15.074987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:18.081301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:18.085544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:18.089964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:18.093730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:18.093836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:21.100957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:21.106682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:21.111096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:21.115263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:21.115380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:24.121384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:24.125501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:24.129380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:24.133250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:24.133353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:27.139381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:27.143854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:27.147996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:27.151842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:27.151927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:30.156367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:30.160800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:30.165089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:30.169893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:30.170018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:33.175619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:33.179769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:33.183969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:33.188487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:33.188587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:36.193761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:36.197378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:36.201381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:36.204945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:36.205037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:39.211045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:39.215980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:39.219792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:39.223793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:39.223935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:42.228907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:42.233117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:42.236581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:42.239995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:42.240076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:45.245456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:45.250303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:45.254502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:45.262253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:45.262369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:48.268080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:48.272680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:48.277223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:48.281295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:48.281410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:51.285499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:51.290876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:51.295540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:51.300449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:51.300572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:54.306239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:54.310878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:54.315361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:54.319138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:54.319258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:45:57.324303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:45:57.328598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:45:57.332783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:45:57.336574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:45:57.336707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:00.341702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:00.346118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:00.350162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:00.354099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:00.354208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:03.359265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:03.364004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:03.367731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:03.371576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:03.371791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:06.376313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:06.380385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:06.384663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:06.388784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:06.388877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:09.394620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:09.399997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:09.404411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:09.409538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:09.409690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:12.414923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:12.419258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:12.423596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:12.427633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:12.427775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:15.433476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:15.437779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:15.441558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:15.445060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:15.445166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:18.451988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:18.456917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:18.462178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:18.466870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:18.467009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:21.476259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:21.481071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:21.485669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:21.489351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:21.489468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:24.494885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:24.499549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:24.503880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:24.507794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:24.507935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:27.513581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:27.517674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:27.522225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:27.527066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:27.527220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:30.532164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:30.536352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:30.540679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:30.544842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:30.544959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:33.550093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:33.553929] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:33.557725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:33.561635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:33.561749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:36.567106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:36.570605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:36.574075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:36.577536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:36.577621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:39.583173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:39.587666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:39.592282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:39.596522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:39.596634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:42.601806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:42.606865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:42.611001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:42.615066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:42.615170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:45.620787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:45.625373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:45.629541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:45.633276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:45.633369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:48.638889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:48.643281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:48.647493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:48.651532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:48.651620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:51.661774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:51.670469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:51.676523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:51.682025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:51.682158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:54.686699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:54.691424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:54.695132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:54.698527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:54.698610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:46:57.705396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:46:57.711497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:46:57.717964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:46:57.723855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:46:57.724002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:00.728501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:00.733199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:00.737137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:00.740895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:00.741001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:03.745500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:03.749409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:03.753010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:03.756581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:03.756685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:06.760871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:06.764405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:06.767893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:06.771534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:06.771625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:09.775950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:09.779771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:09.783790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:09.788186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:09.788282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:12.793442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:12.798215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:12.802417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:12.806845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:12.806937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:15.811883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:15.817066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:15.821739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:15.825956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:15.826065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:18.830919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:18.835095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:18.839711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:18.843378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:18.843479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:21.848400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:21.852978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:21.857341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:21.861282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:21.861400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:24.866045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:24.870857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:24.875545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:24.880426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:24.880528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:27.884827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:27.888504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:27.892036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:27.895800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:27.895914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:30.901789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:30.906715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:30.912104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:30.916525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:30.916610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:33.921498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:33.926514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:33.931287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:33.936800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:33.937054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:36.942054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:36.945715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:36.949212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:36.952670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:36.952756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:39.956687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:39.960962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:39.964826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:39.968467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:39.968559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:42.972873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:42.976422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:42.980370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:42.984530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:42.984683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:45.994781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:45.999635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:46.004088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:46.008361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:46.008457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:49.014870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:49.018888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:49.023214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:49.028251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:49.028372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:52.034596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:52.040132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:52.045330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:52.049328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:52.049437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:55.053696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:55.058139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:55.061892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:55.065197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:55.065279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:47:58.069485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:47:58.073019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:47:58.076603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:47:58.080663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:47:58.080770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:01.085580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:01.089128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:01.092688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:01.096187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:01.096277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:04.101243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:04.105211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:04.108756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:04.112264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:04.112349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:07.118286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:07.122385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:07.126912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:07.131350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:07.131477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:10.137055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:10.140861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:10.144437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:10.148202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:10.148306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:13.154449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:13.163927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:13.169131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:13.174711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:13.174834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:16.179314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:16.183083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:16.187035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:16.190872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:16.190960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:19.196469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:19.200674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:19.205284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:19.209403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:19.209497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:22.216053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:22.221569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:22.227191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:22.231896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:22.232018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:25.236859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:25.241372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:25.245898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:25.249802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:25.249913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:28.254474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:28.258264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:28.262198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:28.266104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:28.266208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:31.271224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:31.275138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:31.279092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:31.283348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:31.283462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:34.288098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:34.292213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:34.296240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:34.299932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:34.300033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:37.304337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:37.308068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:37.311772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:37.315916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:37.316044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:40.320165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:40.323890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:40.327454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:40.331205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:40.331351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:43.337811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:43.343942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:43.348777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:43.354082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:43.354209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:46.360050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:46.367909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:46.373789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:46.378846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:46.378964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:49.386573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:49.393294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:49.398103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:49.401920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:49.402024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:52.406483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:52.411461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:52.417123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:52.422604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:52.422754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:55.427259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:55.431344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:55.435301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:55.439121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:55.439221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:48:58.444047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:48:58.448610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:48:58.452539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:48:58.456217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:48:58.456306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:01.462005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:01.466549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:01.470967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:01.476403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:01.476705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:04.484118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:04.494219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:04.500114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:04.505143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:04.505312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:07.510259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:07.514315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:07.518271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:07.522258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:07.522366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:10.528255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:10.532854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:10.537561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:10.541884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:10.541993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:13.546549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:13.550912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:13.555084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:13.559078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:13.559186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:16.563370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:16.567175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:16.571100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:16.574819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:16.574918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:19.579982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:19.584093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:19.588589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:19.592839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:19.592965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:22.597337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:22.601791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:22.606418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:22.610256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:22.610347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:25.614931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:25.618322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:25.622096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:25.626163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:25.626269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:28.631506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:28.636184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:28.641257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:28.646212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:28.646366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:31.651777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:31.656464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:31.661267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:31.665526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:31.665683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:34.670119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:34.673788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:34.677558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:34.681277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:34.681366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:37.685934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:37.689801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:37.693759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:37.697817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:37.697906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:40.703062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:40.707255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:40.711448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:40.715434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:40.715548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:43.720432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:43.724020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:43.727459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:43.731142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:43.731230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:46.736241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:46.740800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:46.745162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:46.749584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:46.749726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:49.756127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:49.761186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:49.765456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:49.769524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:49.769628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:52.780765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:52.792580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:52.801291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:52.807818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:52.808047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:55.814372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:55.819805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:55.824548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:55.828912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:55.829015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:49:58.833825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:49:58.837264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:49:58.840766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:49:58.844581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:49:58.844692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:01.851592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:01.858628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:01.864340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:01.868678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:01.868778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:04.874156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:04.879326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:04.883849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:04.888529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:04.888725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:07.894304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:07.898444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:07.903081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:07.907830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:07.907917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:10.914860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:10.919274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:10.923378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:10.927361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:10.927451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:13.933628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:13.938148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:13.942245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:13.946197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:13.946291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:16.952284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:16.956566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:16.964472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:16.968267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:16.968357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:19.973365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:19.977172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:19.980600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:19.983987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:19.984071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:22.990211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:22.996246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:23.001432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:23.006578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:23.006913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:26.012215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:26.016390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:26.020804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:26.025581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:26.025700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:29.030710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:29.034727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:29.038966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:29.042894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:29.043000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:32.049212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:32.053868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:32.057554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:32.061036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:32.061121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:35.066175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:35.070226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:35.074238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:35.078441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:35.078539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:38.083441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:38.087151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:38.091036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:38.094804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:38.094894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:41.100799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:41.105258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:41.109525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:41.113392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:41.113492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:44.119229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:44.123517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:44.131944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:44.136307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:44.136412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:47.142321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:47.146992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:47.150989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:47.154820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:47.154912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:50.161320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:50.166255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:50.171512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:50.176197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:50.176299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:53.181444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:53.186775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:53.192154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:53.196591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:53.196759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:56.201861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:56.206603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:56.210154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:56.213946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:56.214037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:50:59.218375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:50:59.222274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:50:59.226104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:50:59.230057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:50:59.230172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:02.235221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:02.239789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:02.243587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:02.247439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:02.247548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:05.253982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:05.257517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:05.260927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:05.264451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:05.264527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:08.269610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:08.275130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:08.279821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:08.284021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:08.284126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:11.289798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:11.295430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:11.299510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:11.303930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:11.304037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:14.311350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:14.316546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:14.323255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:14.328504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:14.328778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:17.334277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:17.337984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:17.341484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:17.345015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:17.345101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:20.349365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:20.353225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:20.357000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:20.361542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:20.361696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:23.367556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:23.372288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:23.376922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:23.381067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:23.381153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:26.387598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:26.392800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:26.397491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:26.401377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:26.401467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:29.407608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:29.411491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:29.415707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:29.419691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:29.419793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:32.425319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:32.429913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:32.434376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:32.439149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:32.439290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:35.444287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:35.448390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:35.452838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:35.457189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:35.457290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:38.465968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:38.471980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:38.477594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:38.486376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:38.486573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:41.491428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:41.496435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:41.501446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:41.506188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:41.506289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:44.511856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:44.517388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:44.522204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:44.526497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:44.526627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:47.531602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:47.536912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:47.541452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:47.545703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:47.545865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:50.551927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:50.556133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:50.559959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:50.563981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:50.564086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:53.570026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:53.577620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:53.584079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:53.589611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:53.589733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:56.593909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:56.597560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:56.601137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:56.605034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:56.605189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:51:59.613038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:51:59.617193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:51:59.621390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:51:59.625160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:51:59.625247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:02.631717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:02.637581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:02.642858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:02.647718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:02.647857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:05.652604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:05.656145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:05.660544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:05.664615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:05.664753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:08.670822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:08.675990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:08.680920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:08.686323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:08.686477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:11.692178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:11.696626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:11.700528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:11.704211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:11.704298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:14.710041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:14.713688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:14.717564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:14.721504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:14.721601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:17.727351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:17.731355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:17.735572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:17.739897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:17.739976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:20.746727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:20.751938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:20.757402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:20.762967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:20.763080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:23.770167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:23.776135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:23.781046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:23.784951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:23.785041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:26.791881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:26.797244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:26.801937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:26.807387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:26.807524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:29.813585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:29.818213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:29.822415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:29.826361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:29.826619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:32.832164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:32.836884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:32.841492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:32.845687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:32.845944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:35.852748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:35.858219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:35.863310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:35.867748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:35.867840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:38.872754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:38.877280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:38.881090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:38.884681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:38.884768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:41.889925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:41.894066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:41.898238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:41.902142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:41.902251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:44.906309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:44.909958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:44.913551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:44.917024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:44.917110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:47.921341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:47.924983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:47.928606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:47.933315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:47.933443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:50.938069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:50.942202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:50.946160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:50.950298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:50.950404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:53.956471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:53.961697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:53.966475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:53.970136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:53.970243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:56.975777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:56.979692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:52:56.983593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:52:56.987714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:52:56.987797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:52:59.994309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:52:59.999007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:00.003050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:00.007465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:00.007568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:03.013179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:03.017994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:03.023206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:03.028157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:03.028276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:06.032720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:06.036762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:06.040522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:06.044190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:06.044281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:09.049489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:09.053666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:09.057379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:09.061179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:09.061254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:12.067377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:12.072913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:12.077134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:12.081982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:12.082110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:15.086748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:15.090892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:15.094630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:15.098221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:15.098313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:18.103208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:18.107530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:18.111508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:18.115548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:18.115680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:21.126831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:21.133355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:21.139241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:21.144808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:21.144943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:24.179175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:24.183579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:24.214501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:24.219343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:24.219433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:27.225164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:27.230941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:27.236376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:27.240805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:27.240924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:30.246714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:30.252044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:30.256159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:30.260261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:30.260359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:33.264796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:33.268986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:33.273322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:33.277771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:33.277861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:36.283023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:36.286570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:36.290187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:36.294206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:36.294314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:39.298998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:39.302675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:39.306634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:39.311097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:39.311199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:42.315546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:42.319566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:42.324110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:42.328439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:42.329086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:45.333598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:45.337679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:45.341923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:45.346052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:45.346159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:48.350857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:48.355733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:48.360829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:48.366027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:48.366152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:51.371076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:51.375056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:51.379089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:51.383436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:51.383542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:54.392060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:54.396990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:54.401793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:54.405731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:54.405843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:53:57.410620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:53:57.414311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:53:57.417749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:53:57.421546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:53:57.421630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:00.426291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:00.430438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:00.434500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:00.438771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:00.438876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:03.445072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:03.449904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:03.454224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:03.459314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:03.459427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:06.465746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:06.469845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:06.473556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:06.477422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:06.477503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:09.482591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:09.486988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:09.492059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:09.497065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:09.497178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:12.501512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:12.506010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:12.510116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:12.513965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:12.514080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:15.518857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:15.522859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:15.527509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:15.531276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:15.531361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:18.537726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:18.542112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:18.545860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:18.550748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:18.550860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:21.556261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:21.560917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:21.564995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:21.571575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:21.571724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:24.579170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:24.583761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:24.587934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:24.591425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:24.591529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:27.599280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:27.604826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:27.609203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:27.614204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:27.614311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:30.619999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:30.624111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:30.628211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:30.632046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:30.632158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:33.639780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:33.645370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:33.651045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:33.657389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:33.657540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:36.662244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:36.667119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:36.671953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:36.676711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:36.676851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:39.682471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:39.687272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:39.691350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:39.694861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:39.694938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:42.699801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:42.704318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:42.709224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:42.712904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:42.712999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:45.718172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:45.722323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:45.726921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:45.731033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:45.731149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:48.738075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:48.743313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:48.747782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:48.751867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:48.751983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:51.759353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:51.764750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:51.769783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:51.773747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:51.773849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:54.778215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:54.782092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:54.785823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:54.789207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:54.789288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:54:57.794960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:54:57.799688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:54:57.804058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:54:57.807924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:54:57.808029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:00.813806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:00.818719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:00.824590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:00.829324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:00.829489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:03.834572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:03.838890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:03.842633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:03.847242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:03.847415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:06.855390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:06.860589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:06.864707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:06.868995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:06.869122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:09.875981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:09.882024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:09.886281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:09.890406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:09.890492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:12.895826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:12.900324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:12.904298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:12.907988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:12.908105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:15.912391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:15.916950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:15.920562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:15.924057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:15.924255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:18.929284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:18.933366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:18.937458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:18.942126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:18.942402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:21.948977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:21.954216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:21.958363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:21.962289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:21.962387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:24.968712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:24.973310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:24.977182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:24.980912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:24.980992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:27.987637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:27.992733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:27.996899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:28.001187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:28.001310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:31.007161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:31.011094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:31.015720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:31.021070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:31.021157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:34.026030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:34.030081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:34.033849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:34.037364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:34.037444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:37.042870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:37.047490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:37.051409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:37.055976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:37.056124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:40.061305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:40.065495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:40.069672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:40.073288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:40.073385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:43.078205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:43.082213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:43.086116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:43.089752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:43.089842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:46.094472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:46.098747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:46.103612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:46.108834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:46.108983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:49.114839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:49.122702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:49.127669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:49.132473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:49.132596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:52.138109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:52.142245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:52.146283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:52.150306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:52.150423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:55.156743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:55.162447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:55.168031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:55.173315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:55.173506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:55:58.179290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:55:58.183487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:55:58.187554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:55:58.191447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:55:58.191546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:01.195691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:01.199769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:01.203424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:01.206901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:01.206983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:04.211876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:04.216410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:04.220549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:04.225137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:04.225248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:07.229931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:07.235281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:07.240126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:07.245117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:07.245235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:10.252003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:10.257844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:10.263123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:10.269365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:10.269535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:13.274817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:13.279782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:13.285541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:13.290382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:13.290511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:16.295857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:16.301450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:16.306543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:16.310804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:16.310971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:19.318073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:19.323086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:19.329461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:19.335142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:19.335260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:22.340467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:22.345159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:22.349100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:22.352575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:22.352688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:25.357429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:25.363490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:25.368395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:25.372134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:25.372220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:28.376978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:28.381210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:28.385036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:28.388785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:28.388872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:31.394783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:31.398966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:31.404031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:31.408706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:31.408814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:34.414538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:34.418950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:34.422953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:34.426724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:34.426818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:37.433680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:37.443279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:37.447734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:37.451529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:37.451623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:40.456426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:40.460112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:40.463597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:40.467250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:40.467342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:43.474402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:43.478518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:43.482761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:43.486806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:43.486923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:46.492115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:46.497266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:46.501496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:46.506522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:46.506679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:49.512443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:49.516874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:49.520984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:49.525009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:49.525122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:52.530570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:52.534438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:52.538959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:52.543283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:52.543370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:55.549907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:55.555843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:55.561301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:55.565413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:55.565516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:56:58.572153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:56:58.578001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:56:58.583957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:56:58.588923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:56:58.589085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:01.595149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:01.600931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:01.605622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:01.609512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:01.609626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:04.614104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:04.617945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:04.621940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:04.625597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:04.625708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:07.630895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:07.635123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:07.639342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:07.643723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:07.643831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:10.648264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:10.652362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:10.656369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:10.660586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:10.660704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:13.666516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:13.670683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:13.674980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:13.678691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:13.678815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:16.682837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:16.686786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:16.690838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:16.694503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:16.694592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:19.699054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:19.703710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:19.708724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:19.715196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:19.715325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:22.720534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:22.724639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:22.729569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:22.734202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:22.734302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:25.740567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:25.746474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:25.750733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:25.754474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:25.754571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:28.761006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:28.767558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:28.774413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:28.780270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:28.780435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:31.784927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:31.789831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:31.794890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:31.799437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:31.799547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:34.806049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:34.810852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:34.816144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:34.820859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:34.820950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:37.827167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:37.830930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:37.834277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:37.837708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:37.837786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:40.842400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:40.846595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:40.851409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:40.855148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:40.855248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:43.860331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:43.864352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:43.868218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:43.871957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:43.872067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:46.877306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:46.881591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:46.885156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:46.890043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:46.890202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:49.897545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:49.902016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:49.906118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:49.910371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:49.910492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:52.916057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:52.920419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:52.924636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:52.929480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:52.929805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:55.937551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:55.943997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:55.949531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:55.955039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:55.955161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:57:58.960724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:57:58.966212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:57:58.970540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:57:58.974247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:57:58.974363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:01.979711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:01.984346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:01.988576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:01.992823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:01.992970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:04.998193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:05.002483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:05.006880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:05.010807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:05.010897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:08.017964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:08.023556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:08.029217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:08.033234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:08.033341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:11.038415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:11.042598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:11.046896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:11.050808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:11.050930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:14.055700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:14.060246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:14.064177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:14.068322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:14.068445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:17.074859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:17.079548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:17.083739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:17.087281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:17.087365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:20.092379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:20.097951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:20.102173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:20.106127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:20.106225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:23.110355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:23.113972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:23.117980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:23.122140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:23.122233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:26.222074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:26.257048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:26.292515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:26.296675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:26.296788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:29.302180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:29.306039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:29.309970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:29.314318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:29.314427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:32.320180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:32.323890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:32.328579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:32.333371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:32.333485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:35.337799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:35.341743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:35.345433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:35.349229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:35.349317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:38.356322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:38.362172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:38.367263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:38.372078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:38.372232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:41.377911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:41.382553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:41.386411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:41.390081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:41.390172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:44.395835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:44.403932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:44.407975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:44.411601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:44.411708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:47.416070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:47.420233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:47.424128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:47.427857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:47.427950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:50.433227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:50.439414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:50.444567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:50.450165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:50.450304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:53.455386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:53.460864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:53.464920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:53.469079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:53.469185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:56.473923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:56.477579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:56.484905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:56.488509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:56.488616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:58:59.493523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:58:59.498486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:58:59.502517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:58:59.506385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:58:59.506485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:02.511947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:02.515530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:02.518957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:02.522278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:02.522357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:05.526911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:05.532263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:05.537352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:05.541033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:05.541127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:08.546180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:08.550914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:08.555589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:08.559527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:08.559677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:11.565105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:11.569793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:11.574018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:11.577702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:11.577801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:14.584282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:14.590603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:14.599397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:14.610298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:14.610825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:17.618197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:17.623399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:17.629163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:17.633869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:17.634002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:20.639941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:20.644794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:20.650306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:20.655600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:20.655873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:23.662358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:23.666912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:23.671511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:23.675688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:23.675775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:26.681511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:26.686509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:26.691094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:26.695452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:26.695580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:29.701854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:29.707237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:29.711473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:29.715094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:29.715176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:32.719850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:32.723692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:32.727951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:32.732330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:32.732428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:35.736980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:35.741325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:35.746371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:35.751410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:35.751530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:38.756467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:38.760387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:38.764185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:38.767970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:38.768077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:41.772856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:41.776878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:41.780955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:41.784772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:41.784866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:44.789221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:44.792998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:44.796737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:44.800433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:44.800517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:47.807011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:47.811932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:47.816301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:47.821705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:47.821858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:50.827066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:50.831194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:50.835555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:50.839708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:50.839813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:53.846408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:53.851531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:53.856516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:53.861491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:53.861598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:56.868672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:56.874285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:56.879864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:56.884418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:56.884515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T17:59:59.889390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T17:59:59.893912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T17:59:59.898320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T17:59:59.902285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T17:59:59.902409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:02.908452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:02.913402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:02.918136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:02.922874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:02.922994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:05.953084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:05.957171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:05.960940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:05.964711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:05.964808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:08.970700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:08.975396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:08.979504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:08.983983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:08.984072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:11.989954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:11.994570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:11.998977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:12.002501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:12.002586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:15.010819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:15.016414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:15.021413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:15.025955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:15.026056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:18.030691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:18.035312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:18.039921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:18.043787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:18.043885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:21.050400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:21.056201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:21.062209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:21.067048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:21.067177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:24.072302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:24.076855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:24.081322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:24.085379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:24.085488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:27.092043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:27.096930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:27.189357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:27.281911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:27.282026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:30.287257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:30.291089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:30.294909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:30.298752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:30.298949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:33.304324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:33.307986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:33.311965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:33.315885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:33.315972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:36.321425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:36.324918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:36.329215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:36.332980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:36.333070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:39.339144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:39.343629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:39.347607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:39.351268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:39.351355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:42.357051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:42.360992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:42.364522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:42.368006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:42.368106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:45.373086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:45.377086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:45.380991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:45.384509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:45.384613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:48.390258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:48.394147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:48.398337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:48.402464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:48.402593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:51.409200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:51.413355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:51.417923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:51.421699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:51.421793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:54.427504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:54.431837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:54.436189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:54.440165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:54.440264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:00:57.446130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:00:57.451071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:00:57.455454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:00:57.459810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:00:57.459925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:00.465220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:00.469594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:00.473593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:00.477062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:00.477151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:03.483440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:03.488796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:03.493420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:03.497960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:03.498201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:06.504605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:06.509997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:06.514709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:06.519322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:06.519434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:09.524344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:09.528914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:09.533256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:09.536989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:09.537074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:12.541136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:12.544627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:12.548119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:12.551767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:12.551854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:15.556143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:15.559897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:15.564160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:15.568900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:15.569017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:18.573529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:18.577160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:18.580760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:18.584129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:18.584215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:21.590083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:21.594384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:21.598862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:21.603525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:21.603735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:24.609568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:24.614004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:24.618628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:24.623019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:24.623148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:27.630012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:27.634856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:27.639335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:27.643234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:27.643346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:30.648500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:30.652959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:30.657602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:30.662227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:30.662326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:33.667107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:33.671225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:33.675226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:33.679155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:33.679251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:36.683595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:36.687265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:36.691186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:36.694703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:36.694805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:39.699677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:39.703867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:39.707891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:39.712137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:39.712263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:42.717420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:42.722930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:42.727354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:42.731664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:42.731775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:45.736202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:45.740890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:45.746129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:45.751382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:45.751510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:48.757399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:48.763292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:48.768862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:48.773082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:48.773182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:51.781244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:51.787144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:51.791404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:51.796116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:51.796268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:54.801860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:54.807305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:54.811908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:54.816302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:54.816422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:01:57.821042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:01:57.826813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:01:57.840621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:01:57.844190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:01:57.844275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:00.849622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:00.854898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:00.859602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:00.863895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:00.863991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:03.868316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:03.872205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:03.876006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:03.881299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:03.881482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:06.886990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:06.890931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:06.894452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:06.897828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:06.897908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:09.903389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:09.908173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:09.912736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:09.917180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:09.917314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:12.922582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:12.926603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:12.930664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:12.934786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:12.934890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:15.941378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:15.945830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:15.950478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:15.954519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:15.954621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:18.960709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:18.965689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:18.969978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:18.973390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:18.973472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:21.978267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:21.982532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:21.987065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:21.991737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:21.991874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:24.998092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:25.003604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:25.008437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:25.013543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:25.013724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:28.322247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:28.326991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:28.331448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:28.335854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:28.335969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:31.342968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:31.348419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:31.354001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:31.360906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:31.361077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:34.366047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:34.370732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:34.375265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:34.379212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:34.379345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:37.384492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:37.388924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:37.393976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:37.400213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:37.400343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:40.405468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:40.410576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:40.415845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:40.421078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:40.421183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:43.425906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:43.434834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:43.439050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:43.443302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:43.443407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:46.449554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:46.453805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:46.458037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:46.463040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:46.463154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:49.469044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:49.473472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:49.479100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:49.484501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:49.484625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:52.490015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:52.494334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:52.498428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:52.503329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:52.503464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:55.508588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:55.512886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:55.517238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:55.521174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:55.521272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:02:58.529034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:02:58.534026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:02:58.538427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:02:58.544392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:02:58.544504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:01.549388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:01.555090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:01.560365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:01.566247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:01.566430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:04.571438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:04.576205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:04.581182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:04.585484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:04.585619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:07.590494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:07.632393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:07.669382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:07.673018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:07.673108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:10.678621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:10.684028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:10.688983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:10.692887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:10.692970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:13.697926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:13.702776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:13.708140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:13.713398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:13.713561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:16.718533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:16.722955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:16.727355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:16.731883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:16.731997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:19.736010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:19.739615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:19.743494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:19.747213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:19.747307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:22.752737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:22.757694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:22.762536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:22.767014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:22.767109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:25.771892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:25.776362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:25.780556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:25.784607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:25.784884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:28.789414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:28.794020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:28.798552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:28.802560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:28.802694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:31.807704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:31.812367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:31.817181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:31.821497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:31.821601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:34.827276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:34.831957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:34.836351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:34.840487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:34.840752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:37.845208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:37.849259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:37.853164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:37.856938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:37.857031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:40.862209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:40.866020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:40.869855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:40.873475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:40.873568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:43.879190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:43.883578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:43.887383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:43.891169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:43.891262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:46.897190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:46.901167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:46.905917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:46.910557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:46.910697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:49.916669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:49.921968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:49.927762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:49.932676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:49.932778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:52.938394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:52.943706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:52.947790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:52.951931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:52.952039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:55.957629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:55.964585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:55.970264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:55.975562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:55.975708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:03:58.982079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:03:58.989054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:03:59.001335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:03:59.006100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:03:59.006374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:02.011398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:02.015363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:02.019825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:02.023315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:02.023414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:05.027516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:05.031423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:05.035043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:05.039040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:05.039145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:08.043445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:08.047766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:08.052525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:08.056950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:08.057075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:11.061487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:11.065789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:11.070402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:11.074983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:11.075128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:14.080890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:14.086188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:14.090565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:14.095150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:14.095282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:17.100280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:17.104747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:17.108899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:17.112810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:17.112907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:20.117693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:20.121861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:20.126504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:20.131071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:20.131224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:23.135704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:23.140259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:23.144170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:23.147918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:23.148042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:26.153249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:26.157560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:26.162154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:26.166779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:26.166909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:29.173584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:29.179027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:29.184325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:29.188735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:29.188822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:32.193905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:32.197705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:32.201446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:32.205937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:32.206063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:35.210498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:35.214192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:35.217527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:35.221131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:35.221209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:38.226631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:38.231262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:38.235573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:38.239660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:38.239749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:41.244200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:41.248777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:41.253340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:41.257752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:41.257845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:44.261989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:44.265798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:44.269314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:44.272937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:44.273024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:47.279166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:47.283226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:47.287639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:47.291365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:47.291453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:50.296826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:50.301021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:50.304899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:50.308802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:50.308898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:53.313510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:53.317956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:53.321570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:53.325369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:53.325454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:56.333686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:56.337664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:56.341566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:56.345093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:56.345178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:04:59.352440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:04:59.359215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:04:59.364935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:04:59.369307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:04:59.369433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:02.374944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:02.380273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:02.385003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:02.389685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:02.389815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:05.395161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:05.400413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:05.404798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:05.408544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:05.408627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:08.413047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:08.417031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:08.421814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:08.426604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:08.426737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:11.432071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:11.436155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:11.440564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:11.444770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:11.444884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:14.451457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:14.457420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:14.462506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:14.468446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:14.468580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:17.473674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:17.477332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:17.480998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:17.484586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:17.484694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:20.490483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:20.494480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:20.498399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:20.502361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:20.502464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:23.509109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:23.514113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:23.518168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:23.522263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:23.522368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:26.527621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:26.532695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:26.536887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:26.541025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:26.541123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:29.545954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:29.551552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:29.556309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:29.560795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:29.560918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:32.566614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:32.570871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:32.574447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:32.578385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:32.578486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:35.584057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:35.587793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:35.591438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:35.595163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:35.595254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:38.601383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:38.605959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:38.610850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:38.615198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:38.615316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:41.621369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:41.625098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:41.629095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:41.632913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:41.633026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:44.639873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:44.644747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:44.648905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:44.654130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:44.654234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:47.660147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:47.664945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:47.669743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:47.674380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:47.674478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:50.678735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:50.682354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:50.686149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:50.690404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:50.690512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:53.695007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:53.698860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:53.702526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:53.706373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:53.706466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:56.713903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:56.720530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:56.726481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:56.732138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:56.732301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:05:59.738956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:05:59.745318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:05:59.751286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:05:59.755341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:05:59.755437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:02.760049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:02.764068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:02.768431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:02.772180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:02.772317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:05.777279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:05.781477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:05.785392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:05.789702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:05.789811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:08.795501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:08.799919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:08.804129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:08.808494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:08.808584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:11.813666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:11.817732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:11.821928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:11.826326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:11.826462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:14.833107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:14.837220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:14.841104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:14.844793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:14.844881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:17.849692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:17.853714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:17.857630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:17.861725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:17.861823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:20.866930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:20.870815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:20.874547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:20.878291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:20.878396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:23.883980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:23.888673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:23.892712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:23.897001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:23.897111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:26.903912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:26.908889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:26.913101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:26.916731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:26.916828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:29.922606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:29.927424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:29.932101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:29.936179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:29.936295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:32.942185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:32.946390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:32.950638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:32.954429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:32.954545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:35.959147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:35.963000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:35.966614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:35.970329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:35.970414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:38.976299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:38.981602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:38.986465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:38.991956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:38.992085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:41.996828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:42.000498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:42.004316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:42.008063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:42.008172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:45.012869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:45.017367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:45.021575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:45.025753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:45.025871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:48.030812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:48.035319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:48.040304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:48.044254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:48.044347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:51.053404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:51.058998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:51.062994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:51.066983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:51.067072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:54.072096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:54.077755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:54.082885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:54.089253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:54.089369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:06:57.093620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:06:57.097624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:06:57.101244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:06:57.104949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:06:57.105044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:00.202257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:00.236824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:00.270733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:00.274537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:00.274618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:03.280079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:03.284369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:03.288883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:03.293329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:03.293428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:06.297831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:06.302172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:06.306711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:06.312118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:06.312214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:09.317388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:09.320973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:09.325144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:09.329588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:09.329729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:12.335155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:12.339731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:12.344372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:12.352604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:12.352805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:15.358031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:15.362248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:15.367153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:15.371636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:15.371765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:18.377033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:18.381601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:18.385522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:18.390292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:18.390504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:21.396255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:21.400100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:21.403597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:21.407683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:21.407780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:24.412272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:24.416276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:24.420545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:24.424812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:24.424934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:27.431495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:27.436678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:27.442066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:27.448224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:27.448316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:30.454967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:30.461317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:30.467243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:30.472981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:30.473176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:33.477907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:33.481740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:33.485739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:33.489604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:33.489738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:36.494745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:36.499721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:36.503618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:36.507709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:36.507830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:39.511944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:39.515635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:39.519307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:39.523137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:39.523245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:42.529256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:42.534086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:42.537860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:42.541844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:42.541938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:45.549395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:45.556073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:45.560867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:45.564967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:45.565091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:48.570425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:48.574345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:48.579401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:48.583877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:48.583979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:51.589806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:51.594868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:51.599440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:51.603864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:51.604156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:54.609997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:54.614415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:54.618578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:54.622782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:54.622920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:07:57.628362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:07:57.632127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:07:57.635707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:07:57.639254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:07:57.639336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:00.645321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:00.649599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:00.654190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:00.657741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:00.657823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:03.663366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:03.667825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:03.671749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:03.675922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:03.676058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:06.682993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:06.688260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:06.692597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:06.696780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:06.696910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:09.703143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:09.708481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:09.712934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:09.717774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:09.717855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:12.722566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:12.727413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:12.732063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:12.737313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:12.737488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:15.743617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:15.748598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:15.753009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:15.757080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:15.757169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:18.763301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:18.768788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:18.773416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:18.778999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:18.779169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:21.784417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:21.788975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:21.792797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:21.797537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:21.797617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:24.804677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:24.809249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:24.813035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:24.816698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:24.816791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:27.822227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:27.826288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:27.830081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:27.833841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:27.833936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:30.841396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:30.846489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:30.851861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:30.856213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:30.856366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:33.863267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:33.867329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:33.871952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:33.875909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:33.876032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:36.881451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:36.885096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:36.888685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:36.892260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:36.892363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:39.897776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:39.901562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:39.905488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:39.909887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:39.909974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:42.915420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:42.919076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:42.922452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:42.925917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:42.925995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:45.931570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:45.936214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:45.941331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:45.946017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:45.946116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:48.950936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:48.955176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:48.959754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:48.964386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:48.964502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:51.969266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:51.973240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:51.976810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:51.980981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:51.981078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:54.986912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:54.990857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:54.994289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:54.997821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:54.997907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:08:58.004095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:08:58.008257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:08:58.011820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:08:58.015219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:08:58.015303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:01.021612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:01.026316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:01.030313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:01.123847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:01.123995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:04.129459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:04.133075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:04.137763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:04.142345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:04.142612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:07.148464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:07.152365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:07.155968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:07.163378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:07.163507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:10.168804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:10.172318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:10.175929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:10.179274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:10.179351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:13.184754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:13.188812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:13.192885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:13.196720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:13.196814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:16.203265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:16.207961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:16.211819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:16.215829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:16.215912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:19.224088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:19.229233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:19.234025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:19.238817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:19.238940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:22.244549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:22.249088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:22.253048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:22.257097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:22.257197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:25.262846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:25.267223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:25.272135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:25.277142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:25.277263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:28.284090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:28.288569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:28.292668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:28.296702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:28.296835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:31.302112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:31.307188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:31.311909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:31.316208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:31.316291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:34.321294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:34.325853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:34.330215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:34.335290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:34.335420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:37.340733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:37.344934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:37.348951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:37.352768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:37.352857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:40.359043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:40.363635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:40.368271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:40.373216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:40.373367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:43.378765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:43.383253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:43.388316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:43.393661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:43.393799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:46.398597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:46.402585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:46.406755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:46.410844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:46.410946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:49.417272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:49.421282] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:49.424884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:49.429060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:49.429379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:52.436384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:52.440432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:52.444116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:52.448137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:52.448219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:55.453430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:55.457502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:55.461622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:55.465697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:55.465803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:09:58.472366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:09:58.477299] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:09:58.482076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:09:58.486458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:09:58.486565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:01.492726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:01.498991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:01.504694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:01.509558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:01.509731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:04.516063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:04.521367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:04.525626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:04.529914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:04.530013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:07.564818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:07.569809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:07.575700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:07.581991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:07.582145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:10.586504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:10.590925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:10.594513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:10.598553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:10.598667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:13.604301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:13.608519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:13.612287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:13.616151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:13.616285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:16.622208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:16.627578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:16.632778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:16.638392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:16.638531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:19.644037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:19.648707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:19.653618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:19.658802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:19.658927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:22.663862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:22.667624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:22.671540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:22.675428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:22.675529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:25.680286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:25.684711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:25.688373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:25.692603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:25.692728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:28.698710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:28.702357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:28.706156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:28.710134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:28.710257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:31.716820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:31.724586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:31.730076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:31.735110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:31.735238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:34.740548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:34.745153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:34.749236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:34.753376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:34.753467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:37.759613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:37.764057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:37.768164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:37.772103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:37.772241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:40.777852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:40.783437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:40.787823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:40.791794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:40.791886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:43.797301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:43.801347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:43.805208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:43.809757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:43.809885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:46.814452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:46.818860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:46.822896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:46.826850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:46.826974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:49.832960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:49.837446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:49.841668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:49.846517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:49.846676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:52.850821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:52.854749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:52.858587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:52.862307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:52.862422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:55.868534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:55.873098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:55.877708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:55.882055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:55.882176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:10:58.887429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:10:58.892413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:10:58.896024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:10:58.899908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:10:58.899995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:01.905908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:01.912017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:01.918233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:01.924319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:01.924461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:04.929046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:04.932936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:04.936548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:04.940084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:04.940174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:07.945371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:07.950488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:07.954754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:07.958794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:07.958909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:10.964408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:10.969606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:10.974554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:10.978396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:10.978489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:13.983396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:13.988512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:13.993422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:13.997672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:13.997810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:17.002819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:17.007112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:17.011335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:17.015073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:17.015168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:20.019610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:20.023429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:20.027027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:20.034061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:20.034217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:23.038979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:23.043693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:23.047474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:23.051580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:23.051688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:26.055909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:26.059501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:26.063225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:26.067104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:26.067209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:29.073336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:29.078463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:29.083570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:29.088472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:29.088591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:32.094819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:32.100931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:32.106518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:32.111301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:32.111449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:35.117534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:35.122378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:35.127288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:35.132280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:35.132394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:38.136877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:38.140928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:38.144966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:38.149026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:38.149143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:41.154581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:41.159192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:41.163372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:41.167337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:41.167441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:44.172198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:44.176125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:44.179928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:44.183558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:44.183672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:47.189864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:47.195402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:47.200186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:47.204407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:47.204505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:50.209172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:50.213233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:50.216867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:50.220695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:50.220792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:53.226939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:53.231820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:53.235957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:53.239965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:53.240066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:56.244943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:56.248673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:56.252315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:56.255909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:56.255995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:11:59.260998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:11:59.264789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:11:59.268571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:11:59.272355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:11:59.272464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:02.278540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:02.283889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:02.289592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:02.294608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:02.294779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:05.299956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:05.303722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:05.307375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:05.310989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:05.311079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:08.316564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:08.320966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:08.325424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:08.329697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:08.329833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:11.335145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:11.339310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:11.343000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:11.346580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:11.346702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:14.352541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:14.357177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:14.361695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:14.366025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:14.366126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:17.372102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:17.376839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:17.380998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:17.384571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:17.384698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:20.390325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:20.394809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:20.398846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:20.402904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:20.402991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:23.409026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:23.413021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:23.416993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:23.420701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:23.420793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:26.427090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:26.431755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:26.436167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:26.440749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:26.440876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:29.447338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:29.451919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:29.455738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:29.459924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:29.460022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:32.466287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:32.471080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:32.477062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:32.482189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:32.482307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:35.487550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:35.492095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:35.496052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:35.500105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:35.500215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:38.505621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:38.509815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:38.514006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:38.518336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:38.518484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:41.526050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:41.535852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:41.541687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:41.546899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:41.547024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:44.553005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:44.557691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:44.562672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:44.566864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:44.566991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:47.572308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:47.576449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:47.580302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:47.584224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:47.584310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:50.589035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:50.593411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:50.598038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:50.602422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:50.602533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:53.608374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:53.611952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:53.615707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:53.619734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:53.619821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:56.626183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:56.629930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:56.633775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:56.637451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:56.637544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:12:59.643018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:12:59.648888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:12:59.654585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:12:59.660595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:12:59.660747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:02.667685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:02.673711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:02.678436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:02.682516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:02.682695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:05.687833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:05.692949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:05.697361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:05.701715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:05.701845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:08.707778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:08.742223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:08.776112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:08.779833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:08.779915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:11.784518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:11.789003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:11.793902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:11.797711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:11.797804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:14.802682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:14.807071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:14.812079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:14.816022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:14.816116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:17.821135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:17.825277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:17.829374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:17.833139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:17.833243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:20.837870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:20.842075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:20.845922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:20.849526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:20.849674] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:23.854469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:23.858785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:23.862613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:23.866474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:23.866574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:26.871269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:26.875840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:26.880478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:26.884254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:26.884345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:29.888779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:29.892390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:29.895993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:29.899536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:29.899622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:32.904663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:32.909479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:32.914110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:32.918600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:32.919084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:35.925357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:35.930251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:35.934999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:35.940164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:35.940389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:38.947326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:38.952017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:38.956609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:38.962125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:38.962273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:41.967571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:41.971318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:41.975792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:41.979817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:41.980253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:44.986564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:44.991807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:44.997246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:45.002782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:45.002920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:48.008423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:48.013912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:48.018328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:48.021853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:48.021931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:51.027007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:51.035537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:51.039250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:51.042996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:51.043088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:54.047557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:54.051587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:54.055608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:54.059790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:54.059902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:13:57.065093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:13:57.069793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:13:57.073845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:13:57.077612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:13:57.077727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:00.084014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:00.089811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:00.093965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:00.098467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:00.098587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:03.104229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:03.108900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:03.112793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:03.298963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:03.299114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:06.304589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:06.309047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:06.313092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:06.317524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:06.317682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:09.323962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:09.328923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:09.333776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:09.339627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:09.339814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:12.345609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:12.349694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:12.353504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:12.357696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:12.357793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:15.363460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:15.367223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:15.370815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:15.374502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:15.374582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:18.379728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:18.383450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:18.386849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:18.390391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:18.390482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:21.395952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:21.399796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:21.403848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:21.407676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:21.407783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:24.413365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:24.417437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:24.421214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:24.424613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:24.424729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:27.431497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:27.437599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:27.444401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:27.450733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:27.450875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:30.457242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:30.462164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:30.466377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:30.470604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:30.470733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:33.476579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:33.481527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:33.486557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:33.491084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:33.491193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:36.496960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:36.501698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:36.505970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:36.511739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:36.511856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:39.519419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:39.525712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:39.530558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:39.536056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:39.536204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:42.542387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:42.547143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:42.552258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:42.557316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:42.557455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:45.563539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:45.569591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:45.573875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:45.577849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:45.578075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:48.583882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:48.588115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:48.591548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:48.594963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:48.595047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:51.600677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:51.605104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:51.609622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:51.613954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:51.614065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:54.620007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:54.624551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:54.629207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:54.632988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:54.633067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:14:57.637136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:14:57.641212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:14:57.644908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:14:57.650259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:14:57.650358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:00.655117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:00.659319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:00.664574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:00.669444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:00.669557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:03.674574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:03.681344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:03.686535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:03.692405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:03.692557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:06.698459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:06.703414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:06.708444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:06.713056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:06.713177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:09.717486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:09.721899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:09.726302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:09.730088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:09.730187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:12.735154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:12.739217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:12.743340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:12.747071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:12.747168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:15.752387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:15.756907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:15.765667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:15.770130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:15.770245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:18.774703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:18.778705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:18.782550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:18.786334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:18.786428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:21.791079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:21.795274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:21.799618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:21.803812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:21.803913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:24.808526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:24.812476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:24.817112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:24.821296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:24.821672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:27.826850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:27.831054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:27.835593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:27.839157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:27.839250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:30.844150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:30.848315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:30.852304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:30.856039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:30.856125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:33.862414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:33.867861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:33.873221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:33.877814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:33.877929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:36.882960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:36.886703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:36.890434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:36.893989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:36.894082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:39.900313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:39.905073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:39.909635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:39.914165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:39.914296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:42.921189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:42.926599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:42.933260] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:42.938523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:42.938625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:45.943980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:45.949146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:45.953325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:45.956804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:45.956887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:48.962897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:48.968401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:48.972578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:48.977847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:48.978057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:51.983587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:51.988331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:51.992415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:51.996127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:51.996232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:55.000916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:55.004950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:55.008728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:55.012465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:55.012564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:15:58.017214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:15:58.021309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:15:58.025045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:15:58.028813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:15:58.028905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:01.033970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:01.038111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:01.041585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:01.045882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:01.046085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:04.052035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:04.056561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:04.060922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:04.064476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:04.064561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:07.072021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:07.076828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:07.080912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:07.084999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:07.085106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:10.091380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:10.095058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:10.098617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:10.101989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:10.102070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:13.107061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:13.111087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:13.116046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:13.119981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:13.120130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:16.125252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:16.129704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:16.134074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:16.138819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:16.138971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:19.144527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:19.148382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:19.152935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:19.157453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:19.157559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:22.162921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:22.167703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:22.172476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:22.176547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:22.176675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:25.182238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:25.186295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:25.189940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:25.194053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:25.194146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:28.200725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:28.204628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:28.208315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:28.212252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:28.212353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:31.217343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:31.220890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:31.224255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:31.227625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:31.227722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:34.234898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:34.239337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:34.243446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:34.249101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:34.249223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:37.254359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:37.258071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:37.261739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:37.265274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:37.265355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:40.271912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:40.276863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:40.280956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:40.284537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:40.284634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:43.290925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:43.295023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:43.302552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:43.306509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:43.306628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:46.314002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:46.319591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:46.324326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:46.328972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:46.329110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:49.336720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:49.341815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:49.346375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:49.351200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:49.351325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:52.355883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:52.360730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:52.365412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:52.370359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:52.370474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:55.375637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:55.380229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:55.384589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:55.389791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:55.389930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:16:58.395572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:16:58.399313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:16:58.402677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:16:58.406194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:16:58.406276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:01.411525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:01.415988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:01.420504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:01.424294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:01.424379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:04.430579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:04.435307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:04.439877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:04.444119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:04.444219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:07.449321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:07.453070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:07.456631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:07.460344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:07.460448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:10.466726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:10.472066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:10.476300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:10.480347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:10.480436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:13.486286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:13.491368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:13.496426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:13.501630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:13.501750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:16.507122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:16.511770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:16.516188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:16.520278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:16.520392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:19.526140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:19.530977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:19.535525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:19.539877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:19.540006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:22.547842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:22.553758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:22.559084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:22.565203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:22.565532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:25.571590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:25.576834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:25.581738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:25.587157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:25.587324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:28.592244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:28.596582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:28.600796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:28.605007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:28.605107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:31.610594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:31.614919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:31.618832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:31.622222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:31.622301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:34.629612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:34.634838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:34.640008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:34.644132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:34.644257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:37.650090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:37.655006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:37.659819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:37.664039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:37.664144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:40.668751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:40.672971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:40.676902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:40.680742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:40.680846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:43.685956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:43.689744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:43.693349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:43.697378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:43.697472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:46.703166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:46.708384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:46.712565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:46.717379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:46.717499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:49.724605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:49.729741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:49.734100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:49.739138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:49.739304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:52.745308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:52.751024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:52.755567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:52.761141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:52.761234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:55.765443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:55.769264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:55.774043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:55.778979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:55.779097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:17:58.785352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:17:58.789525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:17:58.796336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:17:58.800315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:17:58.800419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:01.807065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:01.812760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:01.817341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:01.821723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:01.821816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:04.826737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:04.831907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:04.836449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:04.840343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:04.840439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:07.846636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:07.851455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:07.856515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:07.860523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:07.860612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:10.867587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:10.872389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:10.876245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:10.879758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:10.879835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:13.884617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:13.888910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:13.892988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:13.896925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:13.897024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:16.901819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:16.905992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:16.910043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:16.914088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:16.914194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:19.921428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:19.926411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:19.931577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:19.936194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:19.936294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:22.943226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:22.948102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:22.952418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:22.956668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:22.956767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:25.961492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:25.965917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:25.970246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:25.973966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:25.974057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:28.979239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:28.983272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:28.987117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:28.991333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:28.991432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:31.996669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:32.000876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:32.004799] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:32.009329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:32.009437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:35.014439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:35.019083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:35.115963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:35.119848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:35.119959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:38.124324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:38.128280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:38.132712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:38.136407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:38.136501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:41.142444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:41.146189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:41.149677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:41.153112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:41.153198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:44.158892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:44.163065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:44.167118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:44.171396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:44.171499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:47.177403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:47.182624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:47.190930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:47.196637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:47.196765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:50.201890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:50.206411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:50.211302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:50.215773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:50.215883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:53.220129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:53.223910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:53.227559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:53.231220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:53.231303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:56.236537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:56.241868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:56.246438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:56.250802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:56.250901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:18:59.256419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:18:59.260442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:18:59.264952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:18:59.269572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:18:59.269715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:02.276685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:02.282387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:02.287263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:02.291370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:02.291480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:05.295793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:05.300399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:05.304923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:05.308396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:05.308480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:08.314532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:08.320789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:08.326418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:08.332198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:08.332329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:11.337418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:11.341484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:11.345054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:11.348431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:11.348511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:14.354685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:14.359564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:14.363884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:14.369156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:14.369283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:17.373428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:17.377295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:17.380992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:17.384941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:17.385045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:20.391299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:20.396019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:20.400394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:20.404406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:20.404502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:23.410512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:23.414734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:23.419324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:23.424177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:23.424351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:26.431388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:26.435887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:26.441357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:26.446969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:26.447085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:29.451719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:29.455763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:29.461353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:29.465405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:29.465494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:32.471543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:32.476964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:32.481978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:32.486680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:32.486839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:35.491801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:35.497164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:35.502179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:35.506315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:35.506411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:38.511833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:38.517002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:38.522978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:38.527448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:38.527582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:41.533486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:41.538175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:41.543322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:41.547633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:41.547769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:44.553989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:44.559458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:44.564847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:44.569845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:44.569990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:47.576044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:47.580026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:47.583615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:47.587186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:47.587265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:50.592838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:50.597617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:50.602253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:50.606919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:50.607102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:53.613140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:53.618903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:53.624850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:53.630263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:53.630456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:56.635161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:56.640219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:56.644080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:56.648562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:56.648704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:19:59.653606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:19:59.657368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:19:59.661037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:19:59.664575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:19:59.664709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:02.670716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:02.675410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:02.679891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:02.684395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:02.684522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:05.688560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:05.692348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:05.696117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:05.703062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:05.703187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:08.730231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:08.734231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:08.738079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:08.742164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:08.742282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:11.748048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:11.753348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:11.758116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:11.763168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:11.763295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:14.768426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:14.772117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:14.775721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:14.779694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:14.779817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:17.787024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:17.793759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:17.799614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:17.804702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:17.804840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:20.809696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:20.814151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:20.818545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:20.822569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:20.822710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:23.828440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:23.833551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:23.838232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:23.842990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:23.843095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:26.849318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:26.855344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:26.859831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:26.863795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:26.863896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:29.871468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:29.875769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:29.879389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:29.882964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:29.883053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:32.887859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:32.891635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:32.895544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:32.899290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:32.899379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:35.905126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:35.909612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:35.913923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:35.917535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:35.917635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:38.922111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:38.926157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:38.930589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:38.934637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:38.934765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:41.940798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:41.945214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:41.949512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:41.953770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:41.953896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:44.960126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:44.965610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:44.969615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:44.973343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:44.973424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:47.979726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:47.983814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:47.987635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:47.995764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:47.995872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:51.001112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:51.004600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:51.008192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:51.011581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:51.011698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:54.016745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:54.020688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:54.024556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:54.028553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:54.028675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:20:57.034238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:20:57.038303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:20:57.042859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:20:57.047819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:20:57.047956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:00.053699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:00.057315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:00.060961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:00.064519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:00.064603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:03.069745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:03.073440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:03.078168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:03.082197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:03.082297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:06.089782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:06.287248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:06.291526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:06.295183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:06.295263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:09.300053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:09.305075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:09.309872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:09.313754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:09.313839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:12.318906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:12.323178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:12.327422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:12.332260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:12.332375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:15.337903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:15.342112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:15.345906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:15.350508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:15.350608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:18.355454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:18.359693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:18.364215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:18.368528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:18.368624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:21.373730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:21.377123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:21.380527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:21.384240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:21.384347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:24.390111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:24.393942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:24.397755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:24.401252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:24.401337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:27.406200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:27.410214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:27.414151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:27.418112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:27.418208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:30.423138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:30.428093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:30.431989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:30.435941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:30.436031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:33.441774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:33.446813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:33.451432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:33.456708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:33.457398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:36.462332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:36.467184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:36.473245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:36.478412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:36.478538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:39.484890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:39.488985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:39.493511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:39.497408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:39.497506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:42.502216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:42.506704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:42.510817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:42.514748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:42.514842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:45.519988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:45.523918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:45.527404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:45.531236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:45.531317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:48.535564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:48.542873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:48.547460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:48.551597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:48.551719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:51.557780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:51.563342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:51.568781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:51.573568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:51.573725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:54.578869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:54.583727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:54.588566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:54.592832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:54.592989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:21:57.597714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:21:57.601666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:21:57.605504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:21:57.609422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:21:57.609516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:00.615724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:00.620118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:00.624224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:00.628674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:00.628831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:03.634517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:03.638885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:03.642415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:03.647431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:03.647578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:06.654968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:06.660311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:06.665074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:06.670433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:06.670560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:09.675229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:09.678993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:09.682704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:09.686308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:09.686391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:12.694671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:12.703669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:12.710027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:12.715445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:12.715563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:15.720521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:15.725234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:15.729786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:15.734259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:15.734401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:18.742806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:18.747293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:18.751543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:18.755685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:18.755789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:21.760745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:21.765120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:21.769010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:21.772579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:21.772699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:24.778101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:24.783016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:24.787733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:24.791587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:24.791710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:27.797135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:27.801704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:27.806877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:27.811904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:27.812006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:30.817634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:30.822300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:30.827257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:30.832515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:30.832637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:33.837416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:33.841317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:33.845104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:33.848906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:33.848995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:36.855714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:36.861819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:36.866622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:36.870766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:36.870887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:39.876344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:39.880787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:39.885005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:39.889185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:39.889345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:42.894172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:42.898471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:42.902338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:42.906405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:42.906524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:45.912176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:45.916100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:45.920665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:45.925575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:45.925742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:48.930951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:48.935362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:48.940518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:48.945486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:48.945684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:51.950912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:51.954983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:51.959507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:51.963667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:51.963886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:54.969829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:54.973445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:54.977470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:54.981392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:54.981477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:22:57.987767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:22:57.993144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:22:57.997893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:22:58.007492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:22:58.007629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:01.013378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:01.017234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:01.021594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:01.025557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:01.025695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:04.031129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:04.035007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:04.039006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:04.042723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:04.042807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:07.050446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:07.056093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:07.252701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:07.257054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:07.257176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:10.262919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:10.298400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:10.334637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:10.339910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:10.340022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:13.345048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:13.351422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:13.355797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:13.360230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:13.360346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:16.367036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:16.371932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:16.376247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:16.380318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:16.380610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:19.386375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:19.392028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:19.396947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:19.400752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:19.400836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:22.406003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:22.410914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:22.416494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:22.422301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:22.422510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:25.428446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:25.433161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:25.437733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:25.442098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:25.442210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:28.447766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:28.451880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:28.455882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:28.460054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:28.460192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:31.467106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:31.472966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:31.478442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:31.483552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:31.483719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:34.488602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:34.493020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:34.496949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:34.501841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:34.501936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:37.507931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:37.513719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:37.518818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:37.524092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:37.524214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:40.529330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:40.534278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:40.539114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:40.543474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:40.543607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:43.548141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:43.553094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:43.557279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:43.561143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:43.561232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:46.565994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:46.569777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:46.573536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:46.577631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:46.577757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:49.583128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:49.587621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:49.591676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:49.596552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:49.596666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:52.601395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:52.605538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:52.609498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:52.613268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:52.613364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:55.619060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:55.622699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:55.627459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:55.632176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:55.632264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:23:58.637932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:23:58.645631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:23:58.649837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:23:58.653576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:23:58.653731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:01.659033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:01.663196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:01.667691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:01.672010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:01.672302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:04.678373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:04.682237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:04.685873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:04.689970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:04.690076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:07.696443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:07.704234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:07.711712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:07.717596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:07.717804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:10.723359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:10.728226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:10.733834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:10.739210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:10.739369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:13.743864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:13.748683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:13.752814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:13.757191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:13.757317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:16.766169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:16.770068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:16.773595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:16.777264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:16.777348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:19.781253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:19.785113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:19.788776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:19.792242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:19.792321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:22.796402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:22.800120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:22.803739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:22.807206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:22.807291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:25.812807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:25.816462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:25.821705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:25.825330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:25.825448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:28.830359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:28.834069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:28.837563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:28.841266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:28.841355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:31.846634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:31.850721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:31.854874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:31.861775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:31.862021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:34.867747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:34.872534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:34.876505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:34.880004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:34.880086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:37.885862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:37.890320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:37.896346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:37.900080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:37.900183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:40.905851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:40.910098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:40.913738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:40.918630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:40.918843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:43.923380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:43.926902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:43.930322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:43.933775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:43.933855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:46.938475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:46.943546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:46.948250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:46.952634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:46.952780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:49.958203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:49.963010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:49.967421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:49.971854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:49.971967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:52.976891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:52.980949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:52.985114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:52.989293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:52.989420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:55.994170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:55.998779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:56.003618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:56.007871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:56.008021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:24:59.013506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:24:59.018393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:24:59.022529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:24:59.026865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:24:59.026967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:02.033521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:02.038708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:02.044259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:02.049436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:02.049596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:05.054804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:05.058812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:05.063240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:05.066977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:05.067087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:08.158955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:08.163815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:08.168863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:08.172605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:08.172746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:11.177755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:11.182005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:11.185988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:11.190967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:11.191061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:14.195916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:14.199710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:14.203439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:14.208088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:14.208217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:17.215258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:17.221547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:17.227565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:17.233613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:17.233901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:20.238865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:20.242985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:20.246992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:20.250777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:20.250907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:23.256808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:23.261934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:23.266760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:23.272203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:23.272329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:26.277376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:26.281415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:26.285541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:26.291431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:26.291551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:29.299356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:29.304840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:29.309953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:29.314315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:29.314447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:32.319069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:32.323302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:32.327621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:32.333089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:32.333201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:35.342404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:35.346303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:35.350175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:35.353911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:35.354164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:38.360165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:38.365095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:38.369909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:38.374789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:38.374889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:41.379377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:41.383720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:41.387532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:41.396791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:41.396955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:44.402755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:44.407207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:44.411326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:44.415380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:44.415477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:47.421757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:47.426730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:47.431086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:47.435949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:47.436060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:50.441324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:50.445285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:50.448898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:50.453117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:50.453213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:53.458224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:53.462362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:53.467540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:53.472025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:53.472146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:56.477882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:56.483035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:56.488405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:56.493146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:56.493258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:25:59.499112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:25:59.503506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:25:59.507633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:25:59.512618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:25:59.512776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:02.517621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:02.521515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:02.525321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:02.529189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:02.529319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:05.534229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:05.538245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:05.542023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:05.546139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:05.546244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:08.553171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:08.559717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:08.565608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:08.570529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:08.570686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:11.575403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:11.580474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:11.584540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:11.588724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:11.588820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:14.597425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:14.603710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:14.607581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:14.611562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:14.611701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:17.616328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:17.620432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:17.624875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:17.628932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:17.629021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:20.633592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:20.638047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:20.642543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:20.646747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:20.646847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:23.651154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:23.655836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:23.660399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:23.664351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:23.664453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:26.669251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:26.673679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:26.680374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:26.684815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:26.684923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:29.690017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:29.694019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:29.697506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:29.701164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:29.701250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:32.707438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:32.712802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:32.717030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:32.720932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:32.721092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:35.726121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:35.730245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:35.734891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:35.739114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:35.739214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:38.747167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:38.752117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:38.756523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:38.760333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:38.760462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:41.766046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:41.770351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:41.774603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:41.778613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:41.778746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:44.783345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:44.788389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:44.793818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:44.798314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:44.798425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:47.804485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:47.809535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:47.814510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:47.819934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:47.820042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:50.824910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:50.828377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:50.831955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:50.835322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:50.835409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:53.841857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:53.846857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:53.851315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:53.854967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:53.855049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:56.860626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:56.864975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:56.869203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:56.872942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:56.873052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:26:59.880899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:26:59.884997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:26:59.890475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:26:59.896136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:26:59.896721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:02.904482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:02.908741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:02.912271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:02.916338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:02.916425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:05.924287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:05.928682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:05.933352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:05.937879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:05.937985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:08.943467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:08.947696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:08.951662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:08.955890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:08.956003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:11.962171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:11.966383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:11.970386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:11.975129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:11.975338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:14.979822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:14.983449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:14.987171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:14.991019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:14.991125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:17.996831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:18.002262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:18.007725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:18.013285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:18.013436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:21.019153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:21.023485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:21.027319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:21.031038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:21.031127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:24.037846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:24.046228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:24.050273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:24.054862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:24.055032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:27.062695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:27.067827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:27.071629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:27.076423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:27.076519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:30.085595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:30.090928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:30.095812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:30.100463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:30.100570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:33.105801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:33.112790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:33.116639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:33.120132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:33.120221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:36.125772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:36.129918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:36.134817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:36.139547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:36.139688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:39.235001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:39.269354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:39.303300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:39.475319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:39.475430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:42.480707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:42.484866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:42.489395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:42.494393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:42.494537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:45.499397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:45.502967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:45.506635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:45.510236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:45.510326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:48.518506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:48.524318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:48.529770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:48.535309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:48.535487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:51.542126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:51.546877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:51.550354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:51.555270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:51.555420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:54.561008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:54.564995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:54.569453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:54.574623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:54.574756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:27:57.580633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:27:57.585316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:27:57.592765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:27:57.598511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:27:57.598726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:00.604290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:00.608790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:00.613428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:00.617914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:00.618061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:03.624114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:03.628552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:03.632924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:03.636739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:03.636817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:06.643705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:06.648045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:06.652279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:06.656460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:06.656554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:09.660955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:09.665293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:09.672631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:09.676838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:09.676952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:12.682042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:12.686127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:12.690480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:12.694590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:12.694808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:15.700789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:15.705006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:15.708853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:15.712297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:15.712391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:18.717941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:18.721994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:18.725533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:18.728954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:18.729046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:21.734333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:21.739230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:21.744199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:21.748621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:21.748772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:24.754577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:24.759357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:24.764124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:24.768390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:24.768490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:27.772497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:27.776467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:27.780203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:27.784172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:27.784285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:30.789440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:30.793297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:30.797012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:30.800857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:30.800956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:33.806235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:33.810458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:33.814285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:33.818055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:33.818144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:36.823960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:36.827732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:36.831463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:36.836086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:36.836204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:39.842207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:39.847712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:39.853189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:39.857993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:39.858099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:42.863134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:42.866926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:42.870513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:42.873982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:42.874074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:45.879459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:45.883506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:45.887634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:45.891538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:45.891627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:48.896911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:48.901829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:48.905929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:48.910201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:48.910321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:51.915815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:51.919496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:51.923116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:51.926557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:51.926667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:54.936185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:54.941280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:54.946012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:54.950835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:54.950938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:28:57.955723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:28:57.959810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:28:57.963564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:28:57.967261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:28:57.967350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:00.973108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:00.978876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:00.983535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:00.987618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:00.987783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:03.992381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:03.996015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:04.000186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:04.003857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:04.003936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:07.013398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:07.017952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:07.021745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:07.025209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:07.025289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:10.328145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:10.332874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:10.363520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:10.367823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:10.367907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:13.372754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:13.377311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:13.381069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:13.384833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:13.384988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:16.389973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:16.395179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:16.400128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:16.404299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:16.404373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:19.409585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:19.413953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:19.419572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:19.423747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:19.423855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:22.428350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:22.432696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:22.437686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:22.442518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:22.442631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:25.448129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:25.452469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:25.457284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:25.462030] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:25.462267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:28.469533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:28.475154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:28.481097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:28.485766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:28.486120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:31.491908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:31.496489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:31.501079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:31.504921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:31.505012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:34.510383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:34.515014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:34.521200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:34.526872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:34.527015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:37.531375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:37.535501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:37.539930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:37.543376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:37.543459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:40.547404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:40.551564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:40.557236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:40.561535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:40.561629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:43.566812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:43.571429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:43.575203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:43.578925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:43.579023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:46.583887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:46.587917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:46.592916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:46.597063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:46.597164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:49.603158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:49.608960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:49.614917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:49.621205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:49.621357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:52.626901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:52.631580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:52.635584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:52.639374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:52.639474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:55.643715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:55.647934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:55.652354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:55.656459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:55.656576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:29:58.661764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:29:58.667045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:29:58.673379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:29:58.677545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:29:58.677703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:01.684808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:01.689451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:01.694470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:01.699818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:01.699943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:04.704586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:04.712576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:04.716960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:04.720765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:04.720855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:07.725299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:07.728943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:07.732516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:07.736311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:07.736418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:10.935049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:10.940305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:10.945782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:10.950420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:10.950560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:13.954859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:13.959140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:13.963492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:13.967995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:13.968242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:16.973019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:16.978559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:16.983363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:16.987696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:16.987788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:19.994069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:19.999254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:20.004363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:20.008262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:20.008358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:23.013611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:23.017513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:23.025053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:23.030097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:23.030196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:26.034432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:26.038307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:26.042670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:26.048633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:26.048827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:29.053541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:29.057953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:29.062247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:29.067108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:29.067220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:32.072303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:32.076485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:32.080834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:32.085059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:32.085201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:35.092882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:35.099254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:35.107599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:35.116113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:35.116369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:38.121782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:38.126913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:38.132013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:38.136355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:38.136473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:41.339283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:41.375181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:41.412186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:41.416865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:41.416978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:44.422691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:44.427399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:44.434876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:44.438608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:44.438809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:47.443452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:47.448113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:47.451987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:47.455692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:47.455784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:50.461149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:50.466158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:50.470290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:50.474337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:50.474437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:53.478867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:53.483493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:53.488697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:53.493668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:53.493788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:56.498793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:56.502998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:56.507600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:56.512253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:56.512385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:30:59.516567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:30:59.520712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:30:59.524944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:30:59.529021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:30:59.529122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:02.536050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:02.541812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:02.547081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:02.553902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:02.554222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:05.560034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:05.565304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:05.570023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:05.575180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:05.575348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:08.582122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:08.586610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:08.590479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:08.594877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:08.595034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:11.602594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:11.609028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:11.614988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:11.619996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:11.620114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:14.625684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:14.630494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:14.634897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:14.639581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:14.639728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:17.644898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:17.649222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:17.653933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:17.658073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:17.658160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:20.663249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:20.667277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:20.671002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:20.674504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:20.674593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:23.681950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:23.687735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:23.693229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:23.698615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:23.698784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:26.703440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:26.708041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:26.712006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:26.715693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:26.715787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:29.723157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:29.728640] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:29.735407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:29.742513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:29.742884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:32.749094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:32.753217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:32.757207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:32.761051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:32.761130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:35.766713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:35.771060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:35.774858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:35.778515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:35.778624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:38.785013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:38.790925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:38.795483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:38.799062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:38.799145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:41.804709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:41.810675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:41.816495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:41.821422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:41.821535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:44.830361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:44.836769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:44.843295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:44.848399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:44.848899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:47.854697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:47.860072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:47.864514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:47.868403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:47.868507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:50.872932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:50.876703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:50.880193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:50.883846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:50.883976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:53.888635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:53.892797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:53.897200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:53.901774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:53.901872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:56.906709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:56.910580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:56.914498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:56.918323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:56.918407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:31:59.924998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:31:59.930486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:31:59.936457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:31:59.941999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:31:59.942129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:02.946976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:02.950900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:02.955080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:02.958905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:02.959011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:05.965211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:05.971009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:05.975850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:05.980176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:05.980297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:08.985692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:08.990367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:08.995297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:08.999760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:08.999883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:12.005012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:12.200906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:12.205913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:12.209819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:12.209902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:15.215078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:15.219777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:15.223849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:15.228034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:15.228139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:18.232479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:18.237946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:18.243069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:18.248889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:18.249022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:21.254428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:21.262460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:21.267551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:21.272593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:21.272856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:24.279762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:24.284937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:24.289886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:24.295768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:24.295890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:27.301676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:27.306561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:27.310927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:27.316465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:27.316595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:30.321207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:30.325361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:30.329915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:30.334455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:30.334579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:33.343159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:33.348199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:33.352621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:33.357745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:33.357876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:36.364520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:36.370708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:36.379442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:36.386313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:36.386450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:39.391570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:39.395790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:39.399507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:39.403886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:39.404001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:42.409901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:42.415717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:42.425381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:42.431328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:42.431482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:45.437379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:45.441931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:45.446042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:45.450246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:45.450353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:48.456431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:48.464675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:48.469206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:48.472884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:48.472965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:51.479029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:51.483543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:51.487535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:51.492377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:51.492485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:54.497099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:54.500946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:54.505193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:54.510187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:54.510383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:32:57.515558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:32:57.520457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:32:57.525592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:32:57.530676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:32:57.530792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:00.535243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:00.539361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:00.543501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:00.547043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:00.547133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:03.551844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:03.555867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:03.559835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:03.563495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:03.563612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:06.569093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:06.574297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:06.578697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:06.583092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:06.583306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:09.588568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:09.592797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:09.596911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:09.600728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:09.600858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:12.606572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:12.808693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:12.843520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:12.847578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:12.847698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:15.854170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:15.858674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:15.863343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:15.867809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:15.867918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:18.873811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:18.878030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:18.881963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:18.885477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:18.885639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:21.893975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:21.899891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:21.905582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:21.910741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:21.910875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:24.915986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:24.920467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:24.926035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:24.932874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:24.933251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:27.938586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:27.943486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:27.951603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:27.956246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:27.956342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:30.964081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:30.970435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:30.977188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:30.983329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:30.983474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:33.989688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:33.995385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:34.000484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:34.004915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:34.004998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:37.010734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:37.015774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:37.020581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:37.025353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:37.025476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:40.029464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:40.033249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:40.036700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:40.040084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:40.040168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:43.135381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:43.170098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:43.204115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:43.353886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:43.354021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:46.360716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:46.366589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:46.370913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:46.374671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:46.374771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:49.379964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:49.383857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:49.387479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:49.391363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:49.391455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:52.397183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:52.401694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:52.405365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:52.409532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:52.409669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:55.414622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:55.419035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:55.422978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:55.426566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:55.426696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:33:58.432026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:33:58.436709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:33:58.441217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:33:58.448066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:33:58.448324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:01.454931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:01.460314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:01.464610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:01.469893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:01.470014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:04.475107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:04.480119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:04.485455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:04.490776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:04.490898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:07.496329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:07.502336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:07.507616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:07.513320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:07.513446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:10.519731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:10.524293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:10.528173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:10.531791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:10.531875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:13.538155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:13.542624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:13.547810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:13.552256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:13.552348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:16.557692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:16.562461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:16.567315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:16.571437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:16.571554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:19.576326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:19.579969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:19.584199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:19.588149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:19.588241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:22.592830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:22.596917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:22.600868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:22.604542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:22.604680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:25.609558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:25.613712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:25.617875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:25.622029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:25.622146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:28.627911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:28.631947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:28.636627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:28.641272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:28.641405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:31.645748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:31.653085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:31.657044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:31.661463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:31.661571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:34.666461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:34.670959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:34.675232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:34.679130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:34.679252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:37.684273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:37.688432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:37.693896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:37.698924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:37.699038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:40.703969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:40.708007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:40.712009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:40.715768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:40.715859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:43.723323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:43.730272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:43.736015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:43.740522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:43.740626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:46.745309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:46.750240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:46.754864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:46.759617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:46.759765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:49.766171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:49.770966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:49.775822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:49.779907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:49.780004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:52.786229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:52.791255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:52.796398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:52.801881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:52.802060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:55.807232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:55.811204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:55.815087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:55.819489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:55.819577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:34:58.824387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:34:58.828133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:34:58.832029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:34:58.835783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:34:58.835871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:01.841740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:01.847033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:01.852348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:01.857979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:01.858110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:04.865281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:04.873961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:04.878635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:04.882985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:04.883088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:07.888274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:07.892395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:07.896714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:07.900987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:07.901114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:10.906677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:10.911914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:10.917082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:10.922037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:10.922180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:13.928035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:13.933034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:13.937414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:13.941255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:13.941357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:16.946278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:16.950160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:16.954093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:16.957845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:16.957945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:19.963699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:19.969786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:19.974536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:19.979748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:19.979879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:22.985700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:22.992146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:22.997217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:23.002842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:23.002978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:26.007927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:26.011953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:26.015900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:26.019926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:26.020030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:29.026116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:29.032462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:29.037819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:29.042109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:29.042221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:32.050375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:32.055763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:32.060816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:32.065953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:32.066096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:35.070755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:35.074876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:35.078908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:35.083126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:35.083248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:38.088433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:38.092569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:38.096238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:38.100544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:38.100694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:41.105143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:41.108888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:41.114592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:41.118430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:41.118518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:44.124046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:44.129423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:44.134939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:44.139608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:44.139759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:47.144970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:47.148573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:47.152221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:47.155789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:47.155879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:50.163212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:50.169624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:50.174621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:50.179539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:50.179689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:53.185885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:53.191290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:53.196869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:53.202398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:53.202518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:56.207258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:56.211830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:56.215245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:56.218968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:56.219051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:35:59.224391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:35:59.228382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:35:59.231924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:35:59.235660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:35:59.235757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:02.241362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:02.245849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:02.249406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:02.252936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:02.253022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:05.259027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:05.263039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:05.267041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:05.271264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:05.271364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:08.275514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:08.279541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:08.284166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:08.288548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:08.288699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:11.294349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:11.298446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:11.302150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:11.305890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:11.305978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:14.312434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:14.318198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:14.324146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:14.328481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:14.328563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:17.333507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:17.338465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:17.342195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:17.346123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:17.346284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:20.350494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:20.354062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:20.357613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:20.361239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:20.361328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:23.366996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:23.371480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:23.375083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:23.378465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:23.378545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:26.384056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:26.388364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:26.392824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:26.397835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:26.398009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:29.404300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:29.409391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:29.413619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:29.417607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:29.417710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:32.424507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:32.429723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:32.434380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:32.439173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:32.439305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:35.445499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:35.450252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:35.454759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:35.458512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:35.458612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:38.463939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:38.468422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:38.473288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:38.478411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:38.478531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:41.483757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:41.488463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:41.492855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:41.496832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:41.496924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:44.501074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:44.505928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:44.511385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:44.515224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:44.515314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:47.519556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:47.523831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:47.527800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:47.534570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:47.534721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:50.541955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:50.546586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:50.550564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:50.554438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:50.554559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:53.560671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:53.565037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:53.569033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:53.572633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:53.572741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:56.578000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:56.583450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:56.588989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:56.594339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:56.594473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:36:59.599908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:36:59.603516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:36:59.607091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:36:59.611099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:36:59.611185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:02.615633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:02.619381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:02.622979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:02.626428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:02.626512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:05.633604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:05.638897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:05.644338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:05.648684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:05.648912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:08.654995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:08.659543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:08.663869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:08.667809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:08.667908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:11.673993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:11.679009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:11.683223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:11.687751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:11.687907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:14.693419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:14.701949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:14.706407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:14.709992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:14.710078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:17.716523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:17.722285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:17.727868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:17.733470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:17.733617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:20.738570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:20.742784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:20.746638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:20.750725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:20.750832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:23.756521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:23.760384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:23.765677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:23.770840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:23.770972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:26.775948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:26.781637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:26.786141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:26.790519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:26.790620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:29.795206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:29.799096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:29.803187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:29.806817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:29.806913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:32.813323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:32.817235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:32.821216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:32.824978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:32.825257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:35.830957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:35.834579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:35.839165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:35.843612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:35.843746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:38.848997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:38.854125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:38.859126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:38.863193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:38.863275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:41.868178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:41.872293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:41.875976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:41.879817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:41.879902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:44.887918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:44.893209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:44.899257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:44.903271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:44.903374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:47.909516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:47.914108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:47.919288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:47.923929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:47.924051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:50.929358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:50.932892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:50.936253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:50.940089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:50.940213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:53.947371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:53.953824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:53.958701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:53.962841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:53.962959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:56.968632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:56.973539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:56.979949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:37:56.984758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:37:56.984869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:37:59.989830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:37:59.993554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:37:59.997126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:00.001057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:00.001224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:03.007094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:03.013860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:03.017995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:03.022148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:03.022309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:06.027298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:06.031981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:06.036926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:06.042074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:06.042195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:09.047293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:09.052968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:09.058459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:09.063975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:09.064115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:12.068149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:12.072478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:12.076053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:12.079476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:12.079556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:15.084773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:15.088742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:15.093355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:15.097333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:15.097457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:18.102012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:18.105553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:18.108945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:18.112346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:18.112426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:21.116560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:21.120471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:21.124235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:21.130529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:21.130685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:24.135471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:24.140136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:24.144427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:24.149047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:24.149141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:27.153704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:27.157407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:27.161451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:27.166009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:27.166149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:30.171167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:30.175418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:30.179355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:30.183590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:30.183720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:33.188820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:33.193090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:33.197107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:33.200824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:33.200903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:36.205457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:36.209490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:36.213039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:36.216477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:36.216573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:39.222172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:39.227105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:39.232044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:39.236817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:39.236937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:42.242429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:42.246488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:42.250430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:42.254574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:42.255168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:45.261435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:45.266960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:45.271460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:45.275937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:45.276049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:48.281941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:48.285864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:48.289674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:48.293428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:48.293543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:51.298954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:51.303487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:51.307905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:51.311921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:51.312021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:54.317231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:54.321558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:54.325456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:54.329853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:54.329959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:38:57.335433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:38:57.339670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:38:57.343366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:38:57.346731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:38:57.346809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:00.352104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:00.356417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:00.360631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:00.365112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:00.365215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:03.369732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:03.374198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:03.379247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:03.383596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:03.383751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:06.389871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:06.394839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:06.398947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:06.402518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:06.402599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:09.407174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:09.411504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:09.415526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:09.419128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:09.419219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:12.423970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:12.427542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:12.431200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:12.434636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:12.434750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:15.441188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:15.446173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:15.450930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:15.454981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:15.455099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:18.461620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:18.466807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:18.471704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:18.475439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:18.475530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:21.479686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:21.483331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:21.486903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:21.490914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:21.491009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:24.497053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:24.502594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:24.506746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:24.511587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:24.511793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:27.518167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:27.522500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:27.526431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:27.531078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:27.531168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:30.537040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:30.541584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:30.544997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:30.549264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:30.549385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:33.554332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:33.558379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:33.562556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:33.566843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:33.566934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:36.572173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:36.576204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:36.582564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:36.586908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:36.587006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:39.592220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:39.596173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:39.599936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:39.603571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:39.603688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:42.610789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:42.615011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:42.619252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:42.624083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:42.624271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:45.631496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:45.637197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:45.641742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:45.645429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:45.645506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:48.652733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:48.657126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:48.661108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:48.665167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:48.665298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:51.671551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:51.676535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:51.682266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:51.686281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:51.686369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:54.692609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:54.697527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:54.702216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:54.706281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:54.706388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:39:57.710832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:39:57.714463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:39:57.718146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:39:57.721932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:39:57.722021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:00.727857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:00.732055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:00.735997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:00.739867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:00.739956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:03.744746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:03.748739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:03.752421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:03.755771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:03.755852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:06.760639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:06.764873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:06.769390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:06.773346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:06.773439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:09.778554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:09.782876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:09.786744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:09.790346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:09.790449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:12.827002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:12.833353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:12.837716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:12.842825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:12.842939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:15.848246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:15.852843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:15.856987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:15.860864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:15.860984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:18.866417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:18.870252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:18.873966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:18.877610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:18.877722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:21.883827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:21.887772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:21.892501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:21.896383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:21.896474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:24.902060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:24.907237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:24.912502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:24.917351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:24.917471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:27.921529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:27.925132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:27.928824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:27.932402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:27.932493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:30.937469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:30.941589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:30.945309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:30.949176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:30.949276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:33.953880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:33.957867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:33.962300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:33.966032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:33.966119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:36.970108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:36.973704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:36.977907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:36.982575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:36.982698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:39.987677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:39.992440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:39.996819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:40.000874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:40.000979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:43.005878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:43.010480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:43.015191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:43.019573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:43.019717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:46.024547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:46.029344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:46.034185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:46.038423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:46.038539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:49.043687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:49.048293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:49.052691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:49.057158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:49.057374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:52.062259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:52.066178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:52.070416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:52.075157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:52.075335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:55.081132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:55.085728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:55.089734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:55.093913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:55.094039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:40:58.099499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:40:58.104609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:40:58.109932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:40:58.114826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:40:58.114930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:01.119943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:01.123533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:01.127020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:01.131131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:01.131247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:04.136817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:04.141555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:04.146339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:04.151273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:04.151395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:07.157179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:07.161935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:07.165978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:07.170164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:07.170276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:10.175341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:10.179310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:10.183176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:10.187183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:10.187293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:13.192635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:13.196338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:13.200022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:13.203517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:13.203618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:16.207997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:16.212614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:16.216683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:16.220687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:16.220816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:19.225680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:19.229895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:19.233848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:19.237417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:19.237505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:22.243171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:22.247145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:22.252314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:22.257475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:22.257604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:25.263335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:25.267473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:25.271180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:25.275155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:25.275243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:28.280708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:28.285147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:28.289018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:28.292902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:28.293001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:31.300330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:31.304263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:31.308375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:31.311844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:31.311927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:34.317307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:34.321188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:34.324622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:34.328103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:34.328186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:37.333772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:37.338464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:37.342581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:37.348169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:37.348288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:40.353417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:40.357562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:40.361746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:40.365770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:40.365849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:43.370376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:43.374278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:43.379556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:43.384785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:43.384882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:46.390724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:46.396157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:46.400513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:46.404982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:46.405110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:49.410509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:49.415154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:49.420552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:49.424524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:49.424610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:52.429628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:52.433626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:52.437573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:52.441757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:52.441891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:55.446730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:55.454544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:55.458338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:55.461821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:55.461912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:41:58.469200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:41:58.474949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:41:58.480634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:41:58.486691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:41:58.486845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:01.492577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:01.496559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:01.500990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:01.505603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:01.505748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:04.511198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:04.514899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:04.518449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:04.521938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:04.522021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:07.527713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:07.531536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:07.535222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:07.538774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:07.538860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:10.545541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:10.550569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:10.555268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:10.561053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:10.561229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:13.567304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:13.572079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:13.576881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:13.581179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:13.581281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:16.585366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:16.589575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:16.595097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:16.598830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:16.598911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:19.603393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:19.607142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:19.610991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:19.614578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:19.614691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:22.618992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:22.622808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:22.626670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:22.630502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:22.630585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:25.635639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:25.640691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:25.645635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:25.650349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:25.650441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:28.655299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:28.659505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:28.664136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:28.668024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:28.668122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:31.673242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:31.677305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:31.681404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:31.685919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:31.686011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:34.690797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:34.694957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:34.700206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:34.705035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:34.705132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:37.710299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:37.715731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:37.721463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:37.727271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:37.727416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:40.734517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:40.739830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:40.744506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:40.749494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:40.749638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:43.755159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:43.761571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:43.767407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:43.771327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:43.771414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:46.777120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:46.782228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:46.786591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:46.790463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:46.790545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:49.795374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:49.798968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:49.802765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:49.806244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:49.806332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:52.812588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:52.816881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:52.821345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:52.826111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:52.826298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:55.832071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:55.836349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:55.840465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:55.844500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:55.844602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:42:58.849072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:42:58.854035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:42:58.858622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:42:58.863231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:42:58.863345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:01.868102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:01.872302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:01.876362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:01.880558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:01.880694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:04.886506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:04.890748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:04.894630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:04.898539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:04.898634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:07.903778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:07.908819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:07.912975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:07.916396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:07.916475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:10.921483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:10.925298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:10.928966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:10.932479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:10.932558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:13.937218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:13.971901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:14.007277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:14.011508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:14.011611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:17.200309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:17.234970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:17.269582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:17.273401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:17.273491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:20.278790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:20.282669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:20.286521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:20.291091] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:20.291239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:23.296456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:23.300890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:23.304817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:23.309954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:23.310092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:26.317298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:26.322697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:26.327100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:26.331898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:26.332027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:29.337345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:29.340909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:29.345307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:29.350219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:29.350319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:32.357581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:32.363026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:32.368813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:32.374306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:32.374443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:35.378910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:35.383063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:35.386859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:35.390525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:35.390612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:38.395165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:38.399945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:38.403527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:38.407162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:38.407277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:41.411812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:41.415759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:41.419616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:41.423179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:41.423261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:44.427374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:44.431333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:44.435487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:44.439450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:44.439567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:47.445080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:47.451438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:47.457245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:47.461745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:47.461870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:50.466424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:50.470907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:50.474952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:50.478480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:50.478590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:53.484631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:53.489237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:53.494548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:53.498986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:53.499100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:56.505800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:56.510109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:56.514419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:56.518501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:56.518603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:43:59.524940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:43:59.531200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:43:59.536439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:43:59.541579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:43:59.541736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:02.547913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:02.552861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:02.557445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:02.562409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:02.562570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:05.567051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:05.572684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:05.576712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:05.580332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:05.580414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:08.585346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:08.589483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:08.593545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:08.598179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:08.598290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:11.604237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:11.614839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:11.619982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:11.624866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:11.624992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:14.630091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:14.635115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:14.639039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:14.642847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:14.642965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:17.648484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:17.653489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:17.657868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:17.662168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:17.662303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:20.667479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:20.671476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:20.675299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:20.679055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:20.679139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:23.683708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:23.687488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:23.691057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:23.694451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:23.694536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:26.699987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:26.705539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:26.710518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:26.714609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:26.714730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:29.719388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:29.723739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:29.727744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:29.731808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:29.731935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:32.736870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:32.741794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:32.746078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:32.751122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:32.751225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:35.756074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:35.761441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:35.766289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:35.770803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:35.770905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:38.775459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:38.780134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:38.784696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:38.789306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:38.789415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:41.794488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:41.802303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:41.806317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:41.810325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:41.810418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:44.814834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:44.819070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:44.823438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:44.827396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:44.827509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:47.833445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:47.838537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:47.843495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:47.848593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:47.848758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:50.853076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:50.857073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:50.863790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:50.867457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:50.867563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:53.872399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:53.876181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:53.880205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:53.883721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:53.883822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:56.888985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:56.892996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:56.896528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:56.900038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:56.900128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:44:59.904923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:44:59.909271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:44:59.913208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:44:59.917779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:44:59.917902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:02.924491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:02.928866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:02.932846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:02.936807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:02.936909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:05.941819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:05.946599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:05.951071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:05.955123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:05.955245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:08.963896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:08.968638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:08.972663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:08.976819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:08.976952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:11.982084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:11.985906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:11.989486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:11.992975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:11.993159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:14.998005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:15.001752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:15.005997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:15.009808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:15.009895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:18.015326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:18.020245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:18.116807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:18.120788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:18.120887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:21.125441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:21.129400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:21.133237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:21.136952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:21.137040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:24.141568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:24.145959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:24.150518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:24.154463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:24.154564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:27.159409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:27.163628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:27.167540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:27.172979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:27.173098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:30.177307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:30.181240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:30.185115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:30.192034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:30.192166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:33.197580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:33.202353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:33.207382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:33.211248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:33.211334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:36.216929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:36.221065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:36.225613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:36.229513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:36.229611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:39.234502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:39.238702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:39.243193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:39.248152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:39.248261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:42.253251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:42.257222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:42.262055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:42.266349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:42.266456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:45.275413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:45.283073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:45.288864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:45.294059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:45.294193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:48.298953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:48.303604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:48.308125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:48.311915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:48.312002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:51.317288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:51.321888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:51.326071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:51.330261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:51.330371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:54.336317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:54.340701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:54.344942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:54.348585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:54.348718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:45:57.352928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:45:57.356487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:45:57.360128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:45:57.363681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:45:57.363769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:00.367796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:00.371441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:00.375107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:00.378764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:00.378865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:03.383869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:03.388050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:03.392210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:03.396053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:03.396159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:06.400851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:06.404615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:06.408290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:06.411862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:06.411948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:09.417121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:09.420624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:09.424161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:09.427476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:09.427560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:12.432695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:12.437087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:12.442450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:12.448126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:12.448262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:15.453702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:15.457888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:15.462068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:15.465614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:15.465874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:18.471615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:18.476076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:18.480273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:18.484004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:18.484096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:21.489811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:21.494104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:21.498626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:21.503228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:21.503340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:24.508482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:24.513350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:24.517493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:24.521543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:24.521683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:27.526392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:27.531048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:27.534891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:27.539156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:27.539315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:30.544414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:30.548952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:30.552678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:30.556290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:30.556377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:33.562005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:33.567836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:33.572621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:33.577346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:33.577450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:36.582871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:36.587414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:36.591617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:36.595216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:36.595325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:39.600700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:39.605401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:39.610299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:39.615069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:39.615179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:42.621425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:42.625946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:42.629986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:42.634287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:42.634391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:45.640100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:45.645097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:45.649631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:45.653752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:45.653840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:48.658492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:48.663012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:48.667195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:48.671067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:48.671152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:51.676241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:51.681003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:51.685592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:51.691004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:51.691114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:54.697033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:54.701795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:54.707467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:54.713196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:54.713359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:46:57.718908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:46:57.723133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:46:57.727340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:46:57.731813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:46:57.732004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:00.737035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:00.741683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:00.746021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:00.750286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:00.750396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:03.755827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:03.761172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:03.765540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:03.769768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:03.769883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:06.775573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:06.781393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:06.785959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:06.790004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:06.790103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:09.794237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:09.798111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:09.802218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:09.806333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:09.806442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:12.810682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:12.814592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:12.818745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:12.823023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:12.823127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:15.827737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:15.831696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:15.835492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:15.839385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:15.839488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:18.846063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:18.853565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:18.858918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:18.863749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:18.863881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:21.868869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:21.872628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:21.876889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:21.880671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:21.880792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:24.885406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:24.889946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:24.894082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:24.897757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:24.897837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:27.902454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:27.906539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:27.911280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:27.915396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:27.915490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:30.920343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:30.924539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:30.929178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:30.932667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:30.932751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:33.938243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:33.943169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:33.946931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:33.950512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:33.950595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:36.955293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:36.959102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:36.962777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:36.966385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:36.966488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:39.972706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:39.978276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:39.982412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:39.986212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:39.986314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:42.990662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:42.994684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:42.998473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:43.002699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:43.002807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:46.008498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:46.013573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:46.018459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:46.022331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:46.022432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:49.027150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:49.319516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:49.354750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:49.359141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:49.359255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:52.365191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:52.370980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:52.376333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:52.381582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:52.381863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:55.386815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:55.393165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:55.398781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:55.405732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:55.405952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:47:58.414712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:47:58.421775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:47:58.426291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:47:58.430512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:47:58.430817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:01.435612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:01.440040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:01.443871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:01.447784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:01.447882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:04.452626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:04.457251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:04.462725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:04.467674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:04.467776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:07.473529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:07.478504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:07.484178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:07.489070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:07.489199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:10.495773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:10.500213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:10.504144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:10.507976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:10.508085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:13.513692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:13.517372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:13.521330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:13.524819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:13.524903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:16.530068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:16.534603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:16.539522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:16.543385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:16.543517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:19.551521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:19.558023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:19.563373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:19.568279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:19.568414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:22.573772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:22.577773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:22.581672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:22.585811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:22.585910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:25.590506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:25.594731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:25.598698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:25.602548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:25.602639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:28.607707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:28.611689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:28.615098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:28.618527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:28.618629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:31.623480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:31.627947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:31.631902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:31.635561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:31.635673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:34.643038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:34.647004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:34.650847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:34.654531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:34.654619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:37.658894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:37.662548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:37.666157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:37.670736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:37.670848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:40.675997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:40.680618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:40.684370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:40.688465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:40.688612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:43.693243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:43.697251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:43.701683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:43.705762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:43.705867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:46.711585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:46.715515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:46.719125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:46.722567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:46.722675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:49.728816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:49.733419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:49.737800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:49.741272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:49.741358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:52.746197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:52.749916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:52.753760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:52.757565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:52.757682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:55.767732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:55.771883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:55.777132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:55.782323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:55.782446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:48:58.786707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:48:58.790637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:48:58.794882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:48:58.799052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:48:58.799168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:01.804401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:01.808166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:01.811932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:01.815618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:01.815724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:04.820958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:04.824777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:04.828462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:04.832000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:04.832099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:07.837590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:07.841834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:07.846080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:07.849902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:07.849994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:10.855425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:10.859723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:10.863448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:10.867334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:10.867436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:13.872745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:13.876448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:13.880094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:13.883584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:13.883703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:16.889228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:16.893078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:16.896984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:16.900764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:16.900871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:19.906759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:19.912138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:19.922193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:19.926577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:19.926696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:22.931964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:22.936265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:22.941794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:22.946485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:22.946625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:25.951951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:25.958578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:25.962678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:25.966429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:25.966556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:28.971423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:28.975634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:28.980064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:28.984010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:28.984099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:31.991034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:31.997305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:32.005046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:32.010438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:32.010583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:35.016164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:35.021876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:35.025951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:35.029325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:35.029405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:38.033569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:38.037161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:38.040575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:38.044048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:38.044171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:41.048271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:41.051919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:41.056056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:41.060169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:41.060272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:44.066009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:44.070267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:44.073893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:44.077738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:44.077843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:47.082605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:47.086833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:47.090825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:47.094578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:47.094708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:50.100760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:50.105694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:50.110783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:50.115356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:50.115475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:53.120946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:53.125210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:53.129382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:53.133439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:53.133564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:56.139629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:56.144451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:56.149210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:56.153904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:56.154011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:49:59.159745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:49:59.163723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:49:59.167529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:49:59.171206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:49:59.171293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:02.177127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:02.182598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:02.187593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:02.192310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:02.192459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:05.198268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:05.201985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:05.205417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:05.208823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:05.208903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:08.214542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:08.219513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:08.224238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:08.228553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:08.228682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:11.233424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:11.237681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:11.241974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:11.246461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:11.246575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:14.283243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:14.288703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:14.293282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:14.297381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:14.297523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:17.302625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:17.306923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:17.310897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:17.314853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:17.314945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:20.320935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:20.326033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:20.330578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:20.334094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:20.334180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:23.339201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:23.343462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:23.347329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:23.351385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:23.351501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:26.358424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:26.362979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:26.366764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:26.370784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:26.370889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:29.376968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:29.380878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:29.385333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:29.390300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:29.390400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:32.395465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:32.399741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:32.404192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:32.409256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:32.409513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:35.415076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:35.419191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:35.422939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:35.427389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:35.427507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:38.434806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:38.439860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:38.444668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:38.449828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:38.449944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:41.455151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:41.459411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:41.463701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:41.467528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:41.467633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:44.473094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:44.477205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:44.481045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:44.484457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:44.484554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:47.489626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:47.494926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:47.499226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:47.503588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:47.503701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:50.509312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:50.513854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:50.519488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:50.524233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:50.524347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:53.528695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:53.532772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:53.536590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:53.540335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:53.540428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:56.546224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:56.550176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:56.554093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:56.557816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:56.557953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:50:59.563503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:50:59.567713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:50:59.571613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:50:59.575560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:50:59.575697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:02.581346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:02.585405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:02.589336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:02.593415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:02.593534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:05.598462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:05.602452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:05.606779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:05.610579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:05.610707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:08.616145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:08.620719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:08.625230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:08.629934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:08.630069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:11.635034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:11.638971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:11.642555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:11.646170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:11.646252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:14.651481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:14.655902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:14.659858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:14.664100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:14.664222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:17.669388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:17.673403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:17.677443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:17.681448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:17.681559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:20.687312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:20.691865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:20.696534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:20.701602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:20.701758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:23.706673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:23.714893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:23.718837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:23.722606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:23.722725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:26.729164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:26.734355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:26.739052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:26.744169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:26.744288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:29.749604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:29.755119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:29.760340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:29.765588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:29.765733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:32.772101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:32.776021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:32.781946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:32.785910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:32.786015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:35.792900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:35.799480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:35.805236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:35.810886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:35.811050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:38.815960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:38.820409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:38.824454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:38.828696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:38.828811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:41.833698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:41.837466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:41.842145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:41.846522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:41.846688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:44.853111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:44.858475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:44.863808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:44.867684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:44.867789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:47.872347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:47.876441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:47.880682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:47.884857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:47.884948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:50.890084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:50.894515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:50.898808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:50.902457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:50.902550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:53.907847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:53.911612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:53.915758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:53.919894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:53.920006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:56.925259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:56.929364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:56.933274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:56.937311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:56.937412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:51:59.942440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:51:59.946846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:51:59.950795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:51:59.954731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:51:59.954820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:02.959838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:02.964233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:02.969058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:02.973726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:02.973840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:05.979367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:05.983576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:05.987598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:05.993290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:05.993429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:08.999178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:09.004717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:09.009953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:09.015006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:09.015119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:12.020388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:12.024024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:12.027464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:12.031719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:12.031813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:15.037430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:15.041273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:15.044915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:15.049713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:15.049853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:18.054805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:18.058823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:18.062950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:18.066792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:18.066901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:21.072175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:21.076831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:21.081163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:21.084871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:21.084959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:24.090954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:24.096177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:24.101123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:24.105901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:24.106051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:27.116068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:27.120492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:27.125732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:27.129960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:27.130050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:30.135672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:30.139420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:30.143344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:30.146988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:30.147075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:33.152102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:33.156326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:33.159800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:33.163955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:33.164067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:36.169686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:36.175927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:36.181278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:36.186440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:36.186573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:39.193720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:39.198879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:39.203839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:39.210064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:39.210213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:42.214869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:42.219732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:42.224206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:42.228676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:42.228790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:45.233509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:45.237345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:45.240977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:45.245551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:45.245687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:48.250858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:48.255025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:48.259019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:48.263007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:48.263123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:51.268787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:51.273679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:51.280246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:51.284459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:51.284563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:54.291060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:54.295119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:54.302748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:54.307162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:54.307295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:52:57.312437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:52:57.316465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:52:57.321187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:52:57.325948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:52:57.326074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:00.331115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:00.336867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:00.341982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:00.346217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:00.346321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:03.352508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:03.358854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:03.364275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:03.369118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:03.369210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:06.373953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:06.378248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:06.381997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:06.385824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:06.385921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:09.390758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:09.394530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:09.398189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:09.401865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:09.401948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:12.408016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:12.412957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:12.418069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:12.422387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:12.422503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:15.426558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:15.460830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:15.495071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:15.499019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:15.499112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:18.504121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:18.508516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:18.513023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:18.516765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:18.516869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:21.522823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:21.527516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:21.533688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:21.538569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:21.538711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:24.545086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:24.549163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:24.552984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:24.556602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:24.556713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:27.561164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:27.565076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:27.569247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:27.573289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:27.573403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:30.578338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:30.582308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:30.586195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:30.590591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:30.590724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:33.596246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:33.602136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:33.607170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:33.612769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:33.612956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:36.619754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:36.624308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:36.628693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:36.633444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:36.633558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:39.638753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:39.642583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:39.646293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:39.650184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:39.650372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:42.655788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:42.659793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:42.663576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:42.667345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:42.667436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:45.672948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:45.677255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:45.681704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:45.687072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:45.687223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:48.692529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:48.696637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:48.700568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:48.704527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:48.704627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:51.710014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:51.716505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:51.722406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:51.727058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:51.727172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:54.732803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:54.738440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:54.743089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:54.746795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:54.746877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:53:57.752116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:53:57.756514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:53:57.760687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:53:57.764428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:53:57.764521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:00.769751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:00.775264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:00.779747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:00.783521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:00.783603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:03.788889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:03.793215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:03.797866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:03.802306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:03.802413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:06.806745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:06.810339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:06.813906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:06.817389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:06.817474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:09.822835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:09.827679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:09.831423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:09.834926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:09.835011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:12.840121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:12.845257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:12.850859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:12.856697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:12.856843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:15.862229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:15.866018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:15.869512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:15.872855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:15.872933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:18.878550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:18.883985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:18.889391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:18.893410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:18.893531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:21.898224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:21.902600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:21.908068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:21.911704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:21.911800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:24.917479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:24.921403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:24.924955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:24.928571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:24.928679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:27.932988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:27.937125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:27.940972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:27.944761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:27.944861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:30.949785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:30.953928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:30.957796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:30.961873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:30.961980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:33.966747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:33.970492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:33.974812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:33.979340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:33.979435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:36.984180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:36.988090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:36.992025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:36.995482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:36.995566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:40.000257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:40.003909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:40.007348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:40.010761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:40.010845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:43.015221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:43.018804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:43.022759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:43.026455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:43.026568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:46.032083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:46.036325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:46.040831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:46.044861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:46.044953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:49.051469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:49.056851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:49.061278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:49.065815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:49.065911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:52.073065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:52.077986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:52.082689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:52.087289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:52.087452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:55.094299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:55.099254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:55.105121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:55.108951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:55.109058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:54:58.116162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:54:58.123024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:54:58.129000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:54:58.134369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:54:58.134508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:01.138817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:01.142470] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:01.146451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:01.150200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:01.150294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:04.155234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:04.159634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:04.163272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:04.166719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:04.166818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:07.172304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:07.177317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:07.182363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:07.186945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:07.187052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:10.193090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:10.198144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:10.202902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:10.207848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:10.208021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:13.212410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:13.216036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:13.219475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:13.223140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:13.223256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:16.227306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:16.231189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:16.234740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:16.238183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:16.238264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:19.242764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:19.246863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:19.250947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:19.254617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:19.254741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:22.262175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:22.268811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:22.276849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:22.283149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:22.283303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:25.291983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:25.296159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:25.300451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:25.304226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:25.304314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:28.309222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:28.313261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:28.317548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:28.321864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:28.321953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:31.326446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:31.330348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:31.334176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:31.338447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:31.338556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:34.345249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:34.350175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:34.355226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:34.359853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:34.359950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:37.364540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:37.369730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:37.375175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:37.380334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:37.380462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:40.385775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:40.389743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:40.393607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:40.397430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:40.397529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:43.402354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:43.406556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:43.412239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:43.416288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:43.416405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:46.421067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:46.424636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:46.428134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:46.431575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:46.431692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:49.437136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:49.440948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:49.445843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:49.449745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:49.449888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:52.456683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:52.461982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:52.466962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:52.471310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:52.471499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:55.476807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:55.480550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:55.484291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:55.488163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:55.488263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:55:58.494248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:55:58.499460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:55:58.504854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:55:58.510230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:55:58.510348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:01.515815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:01.519795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:01.523461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:01.526949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:01.527033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:04.532431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:04.536099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:04.539727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:04.543220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:04.543314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:07.548990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:07.553554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:07.558093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:07.562516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:07.562697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:10.567677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:10.572241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:10.576173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:10.580292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:10.580414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:13.585526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:13.589927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:13.594561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:13.598936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:13.599049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:16.605407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:16.610580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:16.615760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:16.621059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:16.621187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:19.625394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:19.630398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:19.634986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:19.639437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:19.639559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:22.647134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:22.652782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:22.658013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:22.663518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:22.663912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:25.669359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:25.673283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:25.677598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:25.681455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:25.681555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:28.687103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:28.691016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:28.694837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:28.698323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:28.698408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:31.703451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:31.707858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:31.711940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:31.716218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:31.716323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:34.721764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:34.725811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:34.729920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:34.733694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:34.733818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:37.739140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:37.743364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:37.747472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:37.751851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:37.751971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:40.757570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:40.762179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:40.766785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:40.771676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:40.771809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:43.777437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:43.781706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:43.785927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:43.791126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:43.791347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:46.797355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:46.802353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:46.807319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:46.812373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:46.812494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:49.817596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:49.822228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:49.826851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:49.830823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:49.830919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:52.835265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:52.839418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:52.844032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:52.847792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:52.847885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:55.852903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:55.856956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:55.861324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:55.865165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:55.865257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:56:58.870578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:56:58.874420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:56:58.878213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:56:58.882023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:56:58.882129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:01.887944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:01.892051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:01.895689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:01.899350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:01.899433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:04.905693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:04.910513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:04.915193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:04.920043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:04.920144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:07.926089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:07.930352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:07.934254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:07.938965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:07.939105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:10.944675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:10.948874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:10.953084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:10.957037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:10.957137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:13.963159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:13.967140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:13.970774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:13.974202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:13.974280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:16.979625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:16.983812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:16.988146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:16.996693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:16.996825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:20.003344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:20.008479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:20.013457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:20.017856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:20.018034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:23.023455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:23.028016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:23.032991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:23.037486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:23.037629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:26.042580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:26.046343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:26.050284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:26.053735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:26.053818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:29.058794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:29.063058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:29.066963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:29.070949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:29.071036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:32.076924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:32.082355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:32.087447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:32.092481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:32.092603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:35.097947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:35.103014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:35.107882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:35.112474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:35.112590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:38.116866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:38.120791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:38.124845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:38.128487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:38.128578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:41.134800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:41.139702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:41.145180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:41.150969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:41.151093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:44.155511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:44.159261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:44.162767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:44.166145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:44.166234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:47.174133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:47.179287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:47.183930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:47.188504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:47.188632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:50.194076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:50.199540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:50.203943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:50.207770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:50.208177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:53.212888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:53.218160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:53.224181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:53.228827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:53.228946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:56.233513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:56.238043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:56.242046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:56.246040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:56.246155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:57:59.250638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:57:59.255025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:57:59.259548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:57:59.263566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:57:59.263696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:02.269000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:02.273410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:02.277755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:02.282389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:02.282486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:05.287012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:05.291130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:05.295221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:05.299253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:05.299343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:08.304968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:08.309337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:08.313629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:08.318129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:08.318260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:11.323425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:11.327624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:11.331595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:11.335308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:11.335395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:14.340492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:14.344786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:14.348752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:14.352591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:14.352717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:17.358271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:17.362046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:17.365676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:17.369254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:17.369342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:20.375775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:20.380808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:20.385631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:20.390167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:20.390307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:23.396232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:23.401730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:23.407057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:23.411491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:23.411594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:26.417064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:26.421230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:26.425151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:26.429867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:26.429966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:29.435313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:29.440328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:29.444413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:29.448460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:29.448546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:32.454075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:32.457865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:32.461302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:32.466431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:32.466586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:35.470912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:35.474709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:35.478364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:35.482218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:35.482298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:38.487511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:38.492248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:38.496869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:38.503695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:38.503948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:41.508082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:41.511824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:41.515722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:41.519324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:41.519413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:44.526319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:44.531863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:44.536512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:44.542089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:44.542206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:47.547685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:47.552215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:47.556288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:47.561381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:47.561552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:50.567076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:50.572049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:50.576626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:50.581100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:50.581196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:53.585959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:53.590476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:53.595079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:53.598844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:53.598942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:56.603296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:56.606814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:56.610309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:56.614259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:56.614349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:58:59.620023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:58:59.624194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:58:59.628348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:58:59.631918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:58:59.631997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:02.638157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:02.643667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:02.647721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:02.651770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:02.651905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:05.656528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:05.664755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:05.669598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:05.673727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:05.673823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:08.680862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:08.687093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:08.693442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:08.699668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:08.699831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:11.704838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:11.709145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:11.713562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:11.718423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:11.718548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:14.723203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:14.727726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:14.731984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:14.735824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:14.735918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:17.740061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:17.743958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:17.747844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:17.751693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:17.751777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:20.758025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:20.762232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:20.768195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:20.773800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:20.773939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:23.780621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:23.786034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:23.792211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:23.796952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:23.797096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:26.802393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:26.806925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:26.810987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:26.814621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:26.814736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:29.819691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:29.824129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:29.828017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:29.832559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:29.832689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:32.837249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:32.841910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:32.846411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:32.850822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:32.850977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:35.857217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:35.861764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:35.865669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:35.869134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:35.869227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:38.874421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:38.878220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:38.881719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:38.885249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:38.885331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:41.891076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:41.896109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:41.905059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:41.909503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:41.909631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:44.915025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:44.919897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:44.924123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:44.928290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:44.928388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:47.935126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:47.942742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:47.947941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:47.952484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:47.952576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:50.957160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:50.961464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:50.965728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:50.969791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:50.969913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:53.977474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:53.985401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:53.990925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:53.994944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:53.995064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T18:59:57.000790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T18:59:57.005779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T18:59:57.011418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T18:59:57.015780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T18:59:57.015896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:00.020597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:00.024181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:00.027675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:00.031197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:00.031285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:03.036528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:03.040771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:03.044973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:03.049514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:03.049627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:06.054690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:06.058478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:06.062375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:06.065923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:06.066011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:09.071301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:09.075951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:09.080583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:09.084826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:09.084977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:12.090634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:12.094980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:12.099551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:12.104505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:12.104679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:15.206182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:15.212326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:15.217916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:15.223597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:15.223821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:18.228287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:18.232398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:18.236634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:18.240636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:18.240759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:21.245938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:21.250076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:21.253966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:21.257910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:21.258001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:24.264696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:24.276421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:24.282332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:24.287602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:24.287779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:27.294000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:27.300394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:27.304764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:27.308566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:27.308677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:30.313242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:30.318508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:30.323222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:30.327250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:30.327378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:33.331889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:33.335526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:33.339427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:33.343495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:33.343623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:36.348363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:36.353072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:36.357132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:36.360959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:36.361050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:39.365611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:39.369684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:39.373863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:39.377998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:39.378090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:42.383465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:42.387364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:42.391120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:42.394717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:42.394816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:45.400259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:45.404404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:45.409205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:45.414131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:45.414249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:48.419224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:48.422742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:48.426510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:48.430385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:48.430501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:51.436188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:51.440930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:51.445216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:51.449707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:51.449818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:54.458699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:54.465628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:54.472004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:54.476852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:54.476986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:00:57.482127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:00:57.487033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:00:57.491530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:00:57.496240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:00:57.496348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:00.502248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:00.506019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:00.510209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:00.514141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:00.514252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:03.521007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:03.525434] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:03.529514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:03.533833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:03.533933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:06.539144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:06.543714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:06.548210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:06.552573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:06.552701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:09.557849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:09.561965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:09.566449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:09.570319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:09.570416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:12.577226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:12.581859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:12.585902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:12.595470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:12.595706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:15.600439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:15.604861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:15.609314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:15.613876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:15.613989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:18.622711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:18.627375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:18.631085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:18.634744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:18.634845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:21.640904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:21.646354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:21.654003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:21.660134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:21.660323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:24.665278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:24.669273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:24.673166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:24.677032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:24.677115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:27.681956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:27.685969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:27.689510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:27.693952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:27.694051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:30.699367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:30.703636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:30.707605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:30.711443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:30.711529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:33.715778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:33.720316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:33.724956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:33.729634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:33.729986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:36.734847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:36.739716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:36.743747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:36.747329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:36.747568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:39.754106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:39.760074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:39.765820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:39.771337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:39.771474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:42.777241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:42.781800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:42.786125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:42.790383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:42.790486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:45.796456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:45.802831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:45.807857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:45.811695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:45.811786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:48.821741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:48.827858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:48.832951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:48.837964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:48.838088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:51.844327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:51.848392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:51.852453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:51.856233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:51.856339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:54.862848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:54.869249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:54.876829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:54.882229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:54.882414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:01:57.888416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:01:57.893787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:01:57.900191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:01:57.905273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:01:57.905405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:00.910028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:00.913514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:00.916840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:00.920252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:00.920332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:03.926904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:03.932779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:03.937603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:03.942320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:03.942444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:06.946926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:06.951530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:06.955180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:06.959129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:06.959235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:09.963566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:09.967474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:09.971485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:09.975433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:09.975527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:12.980939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:12.985583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:12.989691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:12.993591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:12.993732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:15.999281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:16.004258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:16.009278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:16.016176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:16.016343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:19.022023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:19.027358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:19.032104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:19.036413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:19.036536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:22.042270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:22.048081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:22.052273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:22.056639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:22.056794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:25.063127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:25.067738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:25.072236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:25.076224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:25.076352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:28.081444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:28.085902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:28.090198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:28.094127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:28.094229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:31.100696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:31.105549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:31.109753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:31.114424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:31.114564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:34.120215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:34.124545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:34.129694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:34.133850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:34.133933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:37.138916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:37.143465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:37.152555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:37.158225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:37.158322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:40.163575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:40.167609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:40.176274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:40.180736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:40.180844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:43.186529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:43.190728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:43.195877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:43.199681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:43.199781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:46.204393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:46.209032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:46.213861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:46.218351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:46.218471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:49.223321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:49.227392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:49.231995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:49.236026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:49.236140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:52.245066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:52.249220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:52.253325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:52.257063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:52.257147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:55.264960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:55.271456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:55.277245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:55.282305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:55.282412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:02:58.287982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:02:58.293455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:02:58.298717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:02:58.302918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:02:58.303011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:01.308300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:01.312908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:01.317261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:01.321732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:01.321845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:04.327859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:04.332693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:04.336276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:04.340349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:04.340435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:07.345048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:07.349194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:07.353572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:07.357128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:07.357232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:10.362432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:10.366406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:10.370939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:10.374912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:10.375000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:13.380299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:13.385005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:13.389420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:13.393808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:13.393919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:16.399901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:16.434841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:16.470085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:16.474237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:16.474342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:19.483245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:19.487968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:19.492220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:19.495892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:19.495975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:22.502472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:22.507821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:22.512285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:22.516101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:22.516242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:25.520427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:25.524882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:25.530024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:25.534747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:25.534855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:28.539905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:28.544097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:28.548129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:28.551887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:28.551980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:31.556794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:31.560409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:31.564044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:31.567753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:31.567835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:34.573197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:34.577432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:34.581610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:34.585772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:34.585987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:37.591797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:37.595856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:37.599861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:37.603842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:37.603944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:40.610523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:40.615609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:40.619219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:40.623618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:40.623820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:43.628694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:43.632345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:43.635955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:43.639483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:43.639567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:46.645276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:46.649892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:46.653706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:46.657271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:46.657367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:49.661390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:49.665599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:49.670126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:49.673714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:49.673798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:52.679780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:52.687905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:52.692999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:52.697198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:52.697511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:55.705137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:55.711110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:55.717065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:55.722218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:55.722476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:03:58.728564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:03:58.734322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:03:58.739455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:03:58.744350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:03:58.744476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:01.750041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:01.754493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:01.758885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:01.763289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:01.763370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:04.767993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:04.772898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:04.777320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:04.781153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:04.781249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:07.786812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:07.791108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:07.795163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:07.799024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:07.799122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:10.803872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:10.807537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:10.811526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:10.815598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:10.815732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:13.820688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:13.824415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:13.828118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:13.832111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:13.832222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:16.837069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:16.841088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:16.845798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:16.850768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:16.850889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:19.856451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:19.861173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:19.865127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:19.869560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:19.869701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:22.875378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:22.880401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:22.884575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:22.888700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:22.888823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:25.894276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:25.899191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:25.903614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:25.907589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:25.907724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:28.913718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:28.918913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:28.924262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:28.929362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:28.929482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:31.934094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:31.937985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:31.942246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:31.946300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:31.946393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:34.950900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:34.954976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:34.959467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:34.963573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:34.963700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:37.969479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:37.974458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:37.978623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:37.982375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:37.982482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:40.988699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:40.994490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:40.999137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:41.003705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:41.003842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:44.009456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:44.013760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:44.017802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:44.022535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:44.022689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:47.029406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:47.033948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:47.038236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:47.042332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:47.042416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:50.047573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:50.052940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:50.057748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:50.062987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:50.063127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:53.067184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:53.071360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:53.074959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:53.078946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:53.079040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:56.274808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:56.279262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:56.313273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:56.317054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:56.317139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:04:59.322248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:04:59.326553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:04:59.331065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:04:59.335070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:04:59.335180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:02.341079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:02.346556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:02.351969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:02.357424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:02.357563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:05.361847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:05.365673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:05.369576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:05.373228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:05.373335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:08.378862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:08.383359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:08.388288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:08.391813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:08.391894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:11.396788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:11.401452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:11.405631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:11.409345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:11.409434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:14.415334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:14.421070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:14.426544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:14.430598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:14.430733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:17.436423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:17.440398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:17.444152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:17.448127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:17.448220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:20.453379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:20.458266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:20.463170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:20.468090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:20.468209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:23.473578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:23.478278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:23.482823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:23.486925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:23.487058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:26.492223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:26.497147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:26.501308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:26.505302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:26.505416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:29.509507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:29.513215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:29.516788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:29.520225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:29.520314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:32.525267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:32.530883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:32.535739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:32.540497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:32.540684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:35.545134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:35.548926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:35.553042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:35.557029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:35.557145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:38.561588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:38.565627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:38.569587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:38.573144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:38.573235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:41.577852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:41.582459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:41.587546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:41.592598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:41.592741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:44.598037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:44.602144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:44.607345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:44.611966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:44.612094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:47.617188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:47.621351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:47.626269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:47.631089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:47.631217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:50.636412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:50.641107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:50.646841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:50.652113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:50.652253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:53.658953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:53.664069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:53.669014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:53.672589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:53.672708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:56.677173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:56.681285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:56.686226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:56.689842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:56.689926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:05:59.695181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:05:59.701844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:05:59.708201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:05:59.712520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:05:59.712629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:02.717919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:02.722941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:02.728319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:02.733425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:02.733552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:05.737707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:05.741346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:05.744892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:05.748391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:05.748477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:08.752714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:08.756585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:08.760597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:08.764354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:08.764468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:11.771004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:11.775855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:11.780677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:11.785197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:11.785301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:14.790118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:14.794418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:14.798352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:14.802064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:14.802172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:17.807079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:17.812458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:17.817217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:17.821195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:17.821294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:20.826073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:20.831008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:20.836244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:20.841859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:20.842023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:23.847039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:23.851355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:23.855163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:23.858671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:23.858756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:26.863277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:26.868256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:26.873250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:26.877461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:26.877574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:29.882376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:29.886752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:29.890543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:29.894214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:29.894298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:32.899068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:32.902578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:32.906215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:32.910351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:32.910441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:35.915825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:35.919947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:35.923733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:35.927807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:35.927931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:38.933165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:38.937413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:38.941583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:38.945327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:38.945541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:41.950752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:41.954689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:41.958988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:41.962890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:41.962970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:44.967851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:44.972001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:44.975947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:44.979865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:44.979995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:47.985205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:47.989388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:47.994019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:47.998738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:47.998863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:51.003965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:51.008140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:51.011973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:51.015702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:51.015797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:54.021699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:54.026379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:54.031365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:54.036244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:54.036370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:06:57.043117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:06:57.047673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:06:57.248015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:06:57.251564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:06:57.251680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:00.255815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:00.259584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:00.263061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:00.266548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:00.266634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:03.272013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:03.276008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:03.279900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:03.284516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:03.284630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:06.289932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:06.293615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:06.297034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:06.304100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:06.304199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:09.309723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:09.314076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:09.318148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:09.322682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:09.322796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:12.328590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:12.332435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:12.336448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:12.340170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:12.340258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:15.345102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:15.348884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:15.352502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:15.356018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:15.356109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:18.362111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:18.366261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:18.370255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:18.374471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:18.374560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:21.380953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:21.385702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:21.390186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:21.394127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:21.394224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:24.399705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:24.404699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:24.409508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:24.413444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:24.413542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:27.420140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:27.424725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:27.429355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:27.433177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:27.433278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:30.439105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:30.442621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:30.447626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:30.452203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:30.452305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:33.457733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:33.462277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:33.466637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:33.471234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:33.471421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:36.478171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:36.484384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:36.490102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:36.495704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:36.495855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:39.501184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:39.505382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:39.509589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:39.513358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:39.513449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:42.518455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:42.521948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:42.525449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:42.529002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:42.529175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:45.533786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:45.537503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:45.541070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:45.544527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:45.544614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:48.551278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:48.555723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:48.560389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:48.565057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:48.565157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:51.569765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:51.573313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:51.576845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:51.580367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:51.580457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:54.585799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:54.589871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:54.593850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:54.597611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:54.597742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:07:57.605091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:07:57.609692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:07:57.613883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:07:57.618088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:07:57.618209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:00.622727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:00.627517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:00.631577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:00.635484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:00.635607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:03.641754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:03.646038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:03.650522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:03.655003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:03.655110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:06.660672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:06.665505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:06.670085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:06.674239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:06.674357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:09.679710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:09.684862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:09.689767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:09.693517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:09.693670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:12.700101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:12.705405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:12.710571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:12.715227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:12.715325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:15.721068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:15.726061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:15.731295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:15.735226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:15.735315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:18.739939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:18.743991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:18.747953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:18.751747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:18.751837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:21.756698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:21.761326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:21.765545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:21.769491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:21.769584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:24.774358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:24.779081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:24.783916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:24.787830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:24.787937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:27.792549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:27.797611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:27.801928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:27.806183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:27.806289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:30.810567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:30.814512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:30.818717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:30.822701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:30.822813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:33.828702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:33.832920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:33.836845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:33.841036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:33.841143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:36.845714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:36.849839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:36.853550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:36.857618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:36.857727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:39.862880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:39.866550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:39.873959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:39.877972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:39.878125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:42.882767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:42.886741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:42.890679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:42.894850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:42.894959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:45.900714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:45.905054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:45.909849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:45.913661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:45.913752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:48.919295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:48.922840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:48.926219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:48.929609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:48.929733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:51.935326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:51.939400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:51.944105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:51.948951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:51.949235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:54.954704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:54.958594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:54.962522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:54.966518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:54.966618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:08:57.974072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:08:57.979836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:08:57.984519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:08:57.988825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:08:57.988995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:00.994066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:00.998015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:01.001925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:01.006300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:01.006442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:04.012370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:04.017440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:04.022074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:04.026099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:04.026189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:07.034016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:07.038220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:07.042132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:07.045885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:07.045995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:10.050993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:10.054877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:10.058573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:10.062324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:10.062430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:13.067804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:13.072117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:13.076292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:13.080714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:13.080955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:16.087337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:16.092549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:16.096923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:16.100813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:16.100899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:19.105263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:19.109260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:19.113205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:19.117042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:19.117141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:22.122301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:22.126878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:22.131562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:22.136074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:22.136189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:25.142177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:25.146682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:25.150789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:25.155395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:25.155545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:28.352475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:28.358195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:28.363519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:28.368047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:28.368182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:31.373000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:31.377455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:31.381405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:31.385005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:31.385092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:34.390681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:34.395230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:34.399169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:34.402687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:34.402796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:37.407521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:37.411980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:37.416041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:37.419745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:37.419833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:40.426382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:40.431717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:40.435402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:40.439307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:40.439399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:43.444665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:43.448856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:43.452865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:43.456938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:43.457036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:46.463167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:46.467402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:46.471811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:46.475335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:46.475431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:49.480542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:49.485165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:49.489750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:49.493510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:49.493619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:52.498108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:52.502269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:52.506726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:52.510805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:52.510895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:55.515663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:55.519892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:55.524174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:55.528105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:55.528196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:09:58.534892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:09:58.541022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:09:58.546013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:09:58.549695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:09:58.549789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:01.556394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:01.561835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:01.566949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:01.571268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:01.571380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:04.577113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:04.580689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:04.584180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:04.587551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:04.587632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:07.592636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:07.597940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:07.601987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:07.606263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:07.606361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:10.611300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:10.616053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:10.620265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:10.624547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:10.624661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:13.630309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:13.634953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:13.639012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:13.643198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:13.643339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:16.679941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:16.684402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:16.688877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:16.693445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:16.693553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:19.699498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:19.703790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:19.707252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:19.711229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:19.711327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:22.717081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:22.722067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:22.726882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:22.731501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:22.731609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:25.736980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:25.740672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:25.744289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:25.748168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:25.748265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:28.754420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:28.759535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:28.764918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:28.769511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:28.769606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:31.777099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:31.783943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:31.788493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:31.793844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:31.793992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:34.799879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:34.805216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:34.809364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:34.813398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:34.813482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:37.820479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:37.825194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:37.830887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:37.836569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:37.836720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:40.842597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:40.847259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:40.851169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:40.855191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:40.855286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:43.861475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:43.866194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:43.870951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:43.877429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:43.877553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:46.882290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:46.886217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:46.890550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:46.894048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:46.894131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:49.900159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:49.904374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:49.908751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:49.913158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:49.913329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:52.918335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:52.922822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:52.927314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:52.931233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:52.931334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:55.937399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:55.942905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:55.947601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:55.951446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:55.951539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:10:58.956911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:10:58.962834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:10:58.968109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:10:58.972377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:10:58.972504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:01.978102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:01.982118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:01.985951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:01.990193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:01.990313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:04.995522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:04.999762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:05.003754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:05.008212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:05.008319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:08.012571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:08.016902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:08.020503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:08.024116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:08.024218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:11.029900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:11.033837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:11.037835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:11.042260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:11.042352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:14.047282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:14.051476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:14.055298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:14.059748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:14.059911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:17.065365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:17.070583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:17.075334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:17.080092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:17.080197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:20.085732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:20.090411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:20.095285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:20.099488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:20.099594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:23.103855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:23.107479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:23.111063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:23.115178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:23.115297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:26.119959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:26.123626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:26.127230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:26.130994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:26.131104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:29.424447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:29.459233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:29.494907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:29.500201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:29.500332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:32.509760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:32.516316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:32.520865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:32.524979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:32.525092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:35.530911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:35.535910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:35.540010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:35.543902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:35.544008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:38.549743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:38.555040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:38.559984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:38.565187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:38.565281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:41.570186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:41.575572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:41.580627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:41.585920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:41.586087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:44.594782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:44.598982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:44.602922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:44.606822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:44.606912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:47.612172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:47.617352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:47.621841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:47.626006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:47.626145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:50.630626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:50.634770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:50.638444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:50.642205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:50.642304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:53.647684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:53.652343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:53.656737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:53.661368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:53.661472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:56.665752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:56.669887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:56.673676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:56.677203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:56.677293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:11:59.686388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:11:59.691504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:11:59.695684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:11:59.700298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:11:59.700430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:02.705461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:02.710357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:02.714549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:02.719304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:02.720282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:05.727088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:05.732460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:05.736573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:05.741382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:05.741557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:08.746704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:08.750564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:08.754216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:08.757819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:08.757935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:11.763187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:11.767300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:11.771141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:11.775743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:11.775868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:14.781104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:14.785021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:14.789110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:14.793194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:14.793297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:17.798594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:17.803702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:17.809143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:17.814379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:17.814520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:20.819316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:20.822997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:20.827072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:20.830971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:20.831064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:23.837016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:23.842432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:23.847145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:23.852782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:23.852906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:26.859329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:26.864605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:26.869063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:26.873200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:26.873280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:29.879141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:29.883850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:29.888419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:29.893813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:29.893925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:32.899074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:32.902716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:32.906327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:32.909896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:32.910020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:35.914828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:35.918826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:35.923091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:35.927091] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:35.927195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:38.933492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:38.938963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:38.943960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:38.947936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:38.948111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:41.952938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:41.957137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:41.960914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:41.965521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:41.965711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:44.972713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:44.977407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:44.981391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:44.985107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:44.985201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:47.991464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:47.995946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:47.999904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:48.004536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:48.004704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:51.011518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:51.016033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:51.020417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:51.024737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:51.024930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:54.030257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:54.035274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:54.039023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:54.042808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:54.042912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:12:57.047799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:12:57.052924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:12:57.057541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:12:57.061188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:12:57.061270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:00.067860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:00.072734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:00.077094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:00.166524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:00.166638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:03.171419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:03.175306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:03.180283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:03.185382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:03.185585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:06.191065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:06.196129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:06.200664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:06.207370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:06.207830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:09.214335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:09.218227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:09.222034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:09.226001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:09.226086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:12.231628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:12.235433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:12.239288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:12.242726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:12.242802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:15.248251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:15.252184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:15.255804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:15.259281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:15.259365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:18.264431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:18.301160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:18.336236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:18.340102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:18.340192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:21.344902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:21.349182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:21.353151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:21.357087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:21.357198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:24.362003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:24.366857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:24.371485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:24.376787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:24.376889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:27.382300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:27.387605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:27.393101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:27.397987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:27.398113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:30.405814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:30.411294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:30.418788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:30.424304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:30.424446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:33.431201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:33.436105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:33.442365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:33.447707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:33.447978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:36.453772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:36.457907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:36.462416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:36.466249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:36.466368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:39.471476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:39.475143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:39.478707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:39.483099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:39.483223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:42.487464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:42.491803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:42.495830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:42.499682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:42.499783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:45.505398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:45.509146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:45.512665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:45.517219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:45.517340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:48.522861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:48.527271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:48.531115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:48.534737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:48.534813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:51.539785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:51.544202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:51.548791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:51.553273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:51.553383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:54.558573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:54.562309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:54.565993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:54.569714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:54.569799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:13:57.574300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:13:57.578614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:13:57.582318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:13:57.585854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:13:57.585934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:00.592197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:00.597425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:00.605335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:00.609387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:00.609484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:03.615242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:03.621455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:03.625959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:03.629962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:03.630053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:06.634439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:06.638442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:06.642094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:06.645579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:06.645684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:09.649981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:09.653976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:09.661272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:09.665845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:09.665964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:12.670307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:12.674598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:12.678489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:12.682739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:12.682851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:15.688799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:15.693354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:15.697303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:15.701414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:15.701623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:18.707905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:18.712551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:18.716983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:18.721795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:18.721919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:21.726830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:21.730996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:21.735073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:21.739072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:21.739181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:24.744757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:24.748905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:24.753134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:24.756952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:24.757041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:27.763346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:27.768332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:27.773411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:27.777558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:27.777670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:30.782923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:30.788906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:30.793295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:30.797207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:30.797306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:33.801929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:33.805404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:33.810010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:33.813882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:33.813968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:36.818576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:36.822501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:36.826180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:36.830695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:36.830781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:39.835381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:39.839317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:39.842830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:39.846617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:39.846726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:42.851717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:42.855342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:42.859173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:42.863472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:42.863756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:45.870675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:45.875450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:45.879494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:45.885221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:45.885333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:48.890122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:48.893850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:48.897426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:48.901042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:48.901135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:51.906512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:51.910313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:51.913970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:51.917977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:51.918074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:54.923015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:54.926951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:54.930614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:54.934139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:54.934225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:14:57.938987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:14:57.943086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:14:57.946948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:14:57.950825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:14:57.950919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:00.956353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:00.960708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:00.964996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:00.968764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:00.968857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:03.974771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:03.980000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:03.984080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:03.988149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:03.988256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:06.993219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:06.997493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:07.001437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:07.005464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:07.005618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:10.011425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:10.016456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:10.021558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:10.026475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:10.026595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:13.031580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:13.035494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:13.039339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:13.042944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:13.043028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:16.048560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:16.053567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:16.058501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:16.062107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:16.062213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:19.067825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:19.073505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:19.079396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:19.085175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:19.085309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:22.089958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:22.094003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:22.098494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:22.102541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:22.102637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:25.108549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:25.113342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:25.116914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:25.120539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:25.120673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:28.125328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:28.130904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:28.134748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:28.138346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:28.138429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:31.143029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:31.147461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:31.151906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:31.155587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:31.155719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:34.159857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:34.163378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:34.166914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:34.170403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:34.170487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:37.176354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:37.180580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:37.184889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:37.188406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:37.188489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:40.193876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:40.198306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:40.202059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:40.205443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:40.205563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:43.210081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:43.214101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:43.218550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:43.222463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:43.222572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:46.227889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:46.231761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:46.235407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:46.239086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:46.239188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:49.244978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:49.249881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:49.254404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:49.259239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:49.259506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:52.265158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:52.268868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:52.272959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:52.276756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:52.276837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:55.282242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:55.286199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:55.290110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:55.294569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:55.294687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:15:58.300755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:15:58.305411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:15:58.309087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:15:58.313159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:15:58.313253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:01.323922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:01.330461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:01.336588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:01.342892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:01.343034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:04.347875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:04.352275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:04.357386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:04.362157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:04.362262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:07.368417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:07.373332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:07.377347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:07.381693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:07.381818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:10.387452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:10.391920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:10.395768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:10.400527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:10.400689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:13.407056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:13.412112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:13.416114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:13.419927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:13.420018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:16.424056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:16.427715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:16.431427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:16.435182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:16.435289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:19.440158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:19.443779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:19.447249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:19.450765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:19.450903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:22.456615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:22.460495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:22.464275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:22.468042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:22.468130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:25.473818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:25.478753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:25.482506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:25.486678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:25.486755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:28.492750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:28.497692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:28.502934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:28.509038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:28.509163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:31.515105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:31.519726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:31.524554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:31.528127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:31.528213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:34.533360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:34.537212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:34.540792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:34.545477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:34.545608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:37.551575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:37.555934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:37.559531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:37.563512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:37.563594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:40.569677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:40.574261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:40.578344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:40.582381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:40.582469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:43.587471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:43.591741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:43.596156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:43.600438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:43.600552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:46.605234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:46.609211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:46.614220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:46.618798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:46.618898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:49.623677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:49.627684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:49.631720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:49.635459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:49.635546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:52.640539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:52.644418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:52.648395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:52.652275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:52.652377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:55.658472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:55.663038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:55.666985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:55.670507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:55.670593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:16:58.676024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:16:58.680751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:16:58.686058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:16:58.691411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:16:58.691526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:01.695834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:01.702524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:01.709864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:01.715602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:01.715831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:04.720504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:04.724387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:04.728586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:04.732247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:04.732353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:07.737284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:07.741863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:07.745898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:07.750050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:07.750180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:10.754349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:10.760504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:10.764225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:10.767623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:10.767735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:13.776768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:13.782963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:13.788959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:13.794119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:13.794277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:16.798362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:16.801814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:16.805325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:16.809139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:16.809234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:19.813614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:19.817941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:19.821946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:19.825878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:19.825981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:22.831271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:22.835103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:22.838530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:22.842157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:22.842236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:25.847451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:25.851807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:25.856375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:25.859837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:25.859918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:28.865327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:28.869956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:28.874259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:28.877967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:28.878055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:31.882856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:31.888041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:31.892694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:31.896815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:31.896941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:34.902305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:34.905991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:34.909680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:34.913292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:34.913371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:37.918802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:37.922286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:37.925667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:37.928991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:37.929076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:40.935298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:40.940993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:40.946153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:40.951593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:40.951784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:43.956711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:43.961205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:43.965431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:43.969559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:43.969684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:46.974966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:46.979465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:46.983292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:46.986951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:46.987040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:49.991247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:49.995013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:49.998595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:50.002702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:50.002792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:53.013301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:53.019151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:53.022774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:53.027372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:53.027522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:56.032593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:56.037502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:56.041536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:56.045368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:56.045473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:17:59.052474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:17:59.056423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:17:59.060322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:17:59.064199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:17:59.064465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:02.266637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:02.270830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:02.301593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:02.306071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:02.306160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:05.310949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:05.315134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:05.320834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:05.325931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:05.326046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:08.331500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:08.335990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:08.342133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:08.347289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:08.347425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:11.353300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:11.357141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:11.361536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:11.365788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:11.365869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:14.370988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:14.375931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:14.380169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:14.384402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:14.384520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:17.389864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:17.395175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:17.400877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:17.405058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:17.405146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:20.410464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:20.415785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:20.420271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:20.424545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:20.424698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:23.429855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:23.433949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:23.438591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:23.442997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:23.443120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:26.447628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:26.452027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:26.455955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:26.459908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:26.460024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:29.465265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:29.469803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:29.474145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:29.483079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:29.483245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:32.487889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:32.491442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:32.494938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:32.498332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:32.498413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:35.503470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:35.508850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:35.513815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:35.519501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:35.519671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:38.525315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:38.531071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:38.535833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:38.540016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:38.540148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:41.544209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:41.548275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:41.552307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:41.556097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:41.556191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:44.561615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:44.566131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:44.570161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:44.573911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:44.574011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:47.578201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:47.582361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:47.586012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:47.589712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:47.589834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:50.594604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:50.598255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:50.602716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:50.606516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:50.606632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:53.611629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:53.615960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:53.620379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:53.624492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:53.624582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:56.630249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:56.634857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:56.639718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:56.644142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:56.644256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:18:59.651220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:18:59.657311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:18:59.663159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:18:59.668968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:18:59.669162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:02.674106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:02.679510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:02.683876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:02.687233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:02.687313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:05.691895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:05.695966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:05.701087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:05.705377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:05.705485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:08.710310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:08.715251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:08.720026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:08.724827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:08.724937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:11.730462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:11.734479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:11.739945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:11.743857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:11.743944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:14.749891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:14.753766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:14.757501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:14.761434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:14.761548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:17.765882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:17.770055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:17.773996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:17.777964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:17.778075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:20.782630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:20.786355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:20.790073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:20.793550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:20.793639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:23.798010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:23.801480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:23.805167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:23.810167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:23.810312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:26.816204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:26.820125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:26.824097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:26.827602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:26.827716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:29.833059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:29.838025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:29.842472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:29.846955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:29.847095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:32.852983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:32.857742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:32.862014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:32.865974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:32.866212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:35.874491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:35.879217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:35.882939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:35.886720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:35.886815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:38.891286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:38.894892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:38.898729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:38.903734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:38.903879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:41.908764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:41.912744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:41.916700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:41.920782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:41.920887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:44.925832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:44.929861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:44.933417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:44.937985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:44.938075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:47.942871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:47.946596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:47.950694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:47.954357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:47.954444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:50.960221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:50.964785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:50.969018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:50.972847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:50.972933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:53.977496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:53.982024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:53.986527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:53.991046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:53.991152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:19:56.996472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:19:57.002422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:19:57.007161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:19:57.011357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:19:57.011493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:00.017503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:00.022299] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:00.026837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:00.030324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:00.030501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:03.037841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:03.043801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:03.049129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:03.053142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:03.053234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:06.058249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:06.062240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:06.066454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:06.070954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:06.071080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:09.076097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:09.080403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:09.083966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:09.087318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:09.087398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:12.092551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:12.097019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:12.101258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:12.106432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:12.106602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:15.113233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:15.118272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:15.122816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:15.128251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:15.128364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:18.163097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:18.167548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:18.172039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:18.176419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:18.176580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:21.182601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:21.187707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:21.191720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:21.195249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:21.195335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:24.202036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:24.206156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:24.210554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:24.214912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:24.215014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:27.219304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:27.223242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:27.226829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:27.231260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:27.231363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:30.236155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:30.240857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:30.244631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:30.248562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:30.248698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:33.253365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:33.259255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:33.264335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:33.268150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:33.268234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:36.272922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:36.276741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:36.281496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:36.286264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:36.286380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:39.291316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:39.296413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:39.301569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:39.305526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:39.305631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:42.312428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:42.316776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:42.320543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:42.324242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:42.324334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:45.328832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:45.332906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:45.337330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:45.342070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:45.342181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:48.346383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:48.350108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:48.353940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:48.357606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:48.357719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:51.362687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:51.367279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:51.371751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:51.375953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:51.376044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:54.380296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:54.384174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:54.388380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:54.392420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:54.392519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:20:57.398232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:20:57.402399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:20:57.406529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:20:57.410478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:20:57.410577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:00.416150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:00.421113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:00.425872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:00.430718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:00.430842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:03.436183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:03.440333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:03.444455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:03.448289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:03.448372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:06.453578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:06.457397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:06.461200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:06.465356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:06.465463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:09.470695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:09.475150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:09.478960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:09.482606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:09.482703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:12.487943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:12.492585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:12.496337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:12.500380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:12.500598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:15.505571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:15.509526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:15.513362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:15.517304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:15.517445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:18.523512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:18.528666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:18.534357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:18.540341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:18.540501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:21.545531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:21.549471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:21.553582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:21.557241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:21.557347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:24.563782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:24.569172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:24.574576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:24.578847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:24.578929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:27.583793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:27.587406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:27.591100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:27.594695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:27.594815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:30.599562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:30.603691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:30.608718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:30.613484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:30.613571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:33.618433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:33.622282] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:33.626090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:33.629753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:33.629838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:36.636143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:36.640909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:36.644973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:36.649025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:36.649115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:39.654698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:39.660514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:39.665093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:39.670563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:39.670714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:42.677308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:42.682899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:42.687739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:42.692385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:42.692507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:45.698183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:45.701951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:45.705300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:45.708702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:45.708783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:48.714340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:48.718424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:48.722427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:48.726299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:48.726402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:51.731554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:51.736568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:51.741390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:51.746117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:51.746212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:54.752940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:54.758602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:54.762921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:54.766434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:54.766517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:21:57.771763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:21:57.775967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:21:57.780002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:21:57.783935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:21:57.784021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:00.789405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:00.793715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:00.798189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:00.802198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:00.802308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:03.811714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:03.819240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:03.824357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:03.828180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:03.828277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:06.833197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:06.837235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:06.841284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:06.845089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:06.845201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:09.850000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:09.854075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:09.857575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:09.861226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:09.861321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:12.866235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:12.870065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:12.873965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:12.877758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:12.877884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:15.884905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:15.889443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:15.893844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:15.898794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:15.898914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:18.904073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:18.907849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:18.911475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:18.915281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:18.915376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:21.925552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:21.931332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:21.936709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:21.942522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:21.942627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:24.949172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:24.954153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:24.958436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:24.962364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:24.962450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:27.966472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:27.971078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:27.975181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:27.979370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:27.979480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:30.984185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:30.988526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:30.993275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:30.998909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:30.999054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:34.005061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:34.009906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:34.108082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:34.113778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:34.113926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:37.120089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:37.125766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:37.131627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:37.136789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:37.136922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:40.145615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:40.149848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:40.153558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:40.157194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:40.157309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:43.163346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:43.168512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:43.172922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:43.177041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:43.177165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:46.182746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:46.188123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:46.193325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:46.198034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:46.198154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:49.202895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:49.208721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:49.213908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:49.219116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:49.219247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:52.223450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:52.227233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:52.230927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:52.234602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:52.234722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:55.239710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:55.243630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:55.247471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:55.251115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:55.251197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:22:58.255615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:22:58.259928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:22:58.263448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:22:58.266825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:22:58.266903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:01.273032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:01.278062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:01.285093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:01.292512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:01.292745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:04.297963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:04.302076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:04.307328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:04.312770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:04.312900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:07.316882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:07.320424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:07.323923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:07.327396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:07.327482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:10.332282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:10.336056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:10.339912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:10.343397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:10.343482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:13.347981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:13.352144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:13.356420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:13.361349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:13.361469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:16.366311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:16.370730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:16.374283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:16.377931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:16.378011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:19.382692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:19.419365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:19.470243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:19.474226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:19.474306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:22.478938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:22.482684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:22.486181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:22.490515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:22.490606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:25.497212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:25.501824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:25.505698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:25.509814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:25.509939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:28.514308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:28.518264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:28.521777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:28.525339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:28.525416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:31.530477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:31.534375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:31.538138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:31.542226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:31.542343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:34.548794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:34.553336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:34.557883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:34.561990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:34.562227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:37.567783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:37.575330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:37.579565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:37.583554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:37.583699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:40.588253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:40.591964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:40.595409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:40.599129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:40.599210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:43.604312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:43.608179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:43.611628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:43.616257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:43.616366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:46.620506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:46.624274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:46.628009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:46.631775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:46.631894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:49.638491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:49.643819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:49.648549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:49.652725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:49.652844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:52.658586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:52.663452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:52.667522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:52.672434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:52.672546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:55.678365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:55.682985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:55.687769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:55.692803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:55.692939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:23:58.698960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:23:58.703352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:23:58.708585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:23:58.715712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:23:58.715811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:01.721269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:01.725062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:01.729144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:01.733580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:01.733745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:04.739766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:04.744322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:04.748667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:04.752312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:04.752425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:07.759092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:07.764586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:07.769887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:07.774880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:07.774968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:10.780810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:10.784616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:10.788150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:10.791535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:10.791619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:13.796153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:13.804975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:13.809757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:13.813857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:13.813972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:16.818807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:16.822682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:16.826313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:16.830879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:16.831025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:19.835783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:19.840527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:19.844254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:19.849015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:19.849125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:22.853721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:22.857576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:22.861401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:22.865057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:22.865151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:25.869485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:25.873485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:25.877352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:25.882078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:25.882195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:28.887824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:28.892531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:28.897100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:28.901546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:28.901697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:31.906794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:31.912248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:31.917179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:31.922265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:31.922368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:34.927982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:34.933703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:34.938388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:34.942906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:34.943022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:37.949426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:37.954360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:37.959253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:37.964359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:37.964508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:40.969401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:40.973474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:40.978090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:40.982451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:40.982581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:43.987304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:43.991498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:43.995724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:43.999309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:43.999390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:47.004507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:47.008424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:47.012149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:47.015841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:47.015927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:50.020367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:50.024538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:50.028601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:50.032281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:50.032364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:53.038845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:53.043987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:53.048875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:53.053843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:53.053974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:56.058174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:56.061759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:56.065490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:56.069802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:56.069910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:24:59.075554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:24:59.079758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:24:59.084623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:24:59.089761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:24:59.089875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:02.095706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:02.100160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:02.103925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:02.107669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:02.107762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:05.411241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:05.415879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:05.445625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:05.449980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:05.450100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:08.455061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:08.459360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:08.463107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:08.467063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:08.467161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:11.471572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:11.476033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:11.480449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:11.486413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:11.486537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:14.490624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:14.494426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:14.499594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:14.504553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:14.504700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:17.508933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:17.512766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:17.516777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:17.520870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:17.520967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:20.525043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:20.528805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:20.532439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:20.535966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:20.536051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:23.541989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:23.545788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:23.549628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:23.553637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:23.553784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:26.558943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:26.563013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:26.567548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:26.571914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:26.572037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:29.577249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:29.581302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:29.585322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:29.589933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:29.590043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:32.594596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:32.599121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:32.603006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:32.606878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:32.606969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:35.612278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:35.616985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:35.621322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:35.625121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:35.625238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:38.630275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:38.634355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:38.638590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:38.642244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:38.642326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:41.650049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:41.659358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:41.665554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:41.673162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:41.673359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:44.678561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:44.682449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:44.686686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:44.690837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:44.690950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:47.696044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:47.701553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:47.706952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:47.712045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:47.712143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:50.717031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:50.724530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:50.728319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:50.732028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:50.732119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:53.737100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:53.741228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:53.745293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:53.749430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:53.749542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:56.755362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:56.760565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:56.766781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:56.771040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:56.771156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:25:59.776816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:25:59.780986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:25:59.784679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:25:59.788569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:25:59.788690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:02.793946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:02.798058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:02.802043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:02.806425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:02.806529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:05.813113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:05.818888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:05.824087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:05.828273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:05.828381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:08.833736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:08.838424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:08.843350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:08.848057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:08.848161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:11.852819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:11.856950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:11.860766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:11.864489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:11.864580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:14.872623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:14.877145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:14.881541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:14.885850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:14.885951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:17.890945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:17.895228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:17.898835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:17.902455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:17.902543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:20.906965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:20.910889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:20.915032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:20.918826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:20.918935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:23.924247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:23.928370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:23.932066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:23.936026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:23.936126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:26.942247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:26.946603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:26.950517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:26.954390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:26.954468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:29.959725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:29.963948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:29.967602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:29.971382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:29.971497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:32.976529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:32.980549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:32.984538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:32.988496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:32.988594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:35.994499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:35.999344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:36.004094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:36.007891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:36.007977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:39.012387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:39.016414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:39.020556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:39.024265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:39.024351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:42.031305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:42.035913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:42.040858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:42.047227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:42.047329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:45.051486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:45.055028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:45.059561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:45.064550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:45.064687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:48.070158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:48.074304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:48.078014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:48.081954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:48.082050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:51.088070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:51.092036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:51.095981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:51.099693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:51.099773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:54.105308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:54.112734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:54.116463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:54.120135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:54.120219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:26:57.125923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:26:57.130320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:26:57.134432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:26:57.138454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:26:57.138556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:00.143178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:00.147307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:00.151464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:00.155449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:00.155561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:03.161357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:03.166007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:03.170014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:03.173496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:03.173575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:06.181355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:06.187447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:06.192157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:06.196817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:06.196972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:09.202038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:09.206184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:09.210223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:09.213696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:09.213779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:12.218082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:12.221634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:12.225138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:12.228817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:12.228903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:15.234283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:15.238991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:15.243887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:15.249679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:15.249793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:18.255191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:18.259673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:18.263251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:18.266957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:18.267049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:21.272542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:21.276425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:21.280148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:21.283608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:21.283723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:24.289077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:24.293470] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:24.297152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:24.301185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:24.301271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:27.308226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:27.314772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:27.320792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:27.326478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:27.326672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:30.331720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:30.335520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:30.339393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:30.343303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:30.343410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:33.350099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:33.355859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:33.360089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:33.364434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:33.364551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:36.371105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:36.376179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:36.380878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:36.384614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:36.384734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:39.390706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:39.394818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:39.398443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:39.402234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:39.402319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:42.407150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:42.412606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:42.416629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:42.421110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:42.421458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:45.426669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:45.430705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:45.436071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:45.440993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:45.441100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:48.447075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:48.451985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:48.456923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:48.462122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:48.462243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:51.467692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:51.471602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:51.475278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:51.478998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:51.479094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:54.484272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:54.488513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:54.493001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:54.497432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:54.497854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:27:57.502866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:27:57.506618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:27:57.510439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:27:57.514326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:27:57.514432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:00.519448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:00.524748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:00.529418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:00.533361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:00.533457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:03.539414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:03.544566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:03.549321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:03.554100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:03.554251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:06.560810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:06.565883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:06.574513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:06.579252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:06.579391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:09.585207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:09.589612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:09.595301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:09.601394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:09.601566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:12.606832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:12.611521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:12.615972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:12.620317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:12.620456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:15.626227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:15.635071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:15.640042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:15.644620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:15.644756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:18.649599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:18.653373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:18.657026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:18.660704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:18.660816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:21.667583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:21.673220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:21.677592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:21.681349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:21.681439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:24.688302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:24.692974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:24.697320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:24.700936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:24.701021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:27.706251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:27.711900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:27.716276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:27.719991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:27.720071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:30.724907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:30.729359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:30.733298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:30.737054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:30.737143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:33.742054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:33.746068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:33.749981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:33.754224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:33.754435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:36.762289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:36.768105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:36.773571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:36.778175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:36.778297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:39.783166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:39.788119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:39.795177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:39.799675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:39.799821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:42.808533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:42.814369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:42.819227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:42.824166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:42.824301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:45.830408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:45.837383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:45.842535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:45.846427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:45.846512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:48.851483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:48.855251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:48.858637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:48.862005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:48.862093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:51.866953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:51.871460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:51.875244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:51.879415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:51.879532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:54.884776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:54.888626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:54.892350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:54.896135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:54.896224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:28:57.901582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:28:57.906347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:28:57.910490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:28:57.915505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:28:57.915753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:00.921174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:00.924826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:00.928429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:00.932134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:00.932227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:03.938523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:03.943068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:03.946624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:03.950593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:03.950725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:06.958282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:06.964798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:06.970953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:06.975941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:06.976064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:09.983117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:09.987080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:09.990547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:09.994078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:09.994179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:12.999587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:13.003707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:13.007855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:13.011419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:13.011500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:16.015591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:16.019350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:16.022942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:16.026460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:16.026546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:19.030636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:19.034775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:19.038908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:19.042595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:19.042731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:22.046633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:22.050369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:22.054269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:22.058014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:22.058209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:25.063265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:25.067322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:25.072634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:25.076941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:25.077055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:28.085206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:28.089106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:28.092780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:28.096359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:28.096449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:31.101874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:31.105807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:31.110517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:31.114207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:31.114403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:34.119706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:34.124225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:34.128172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:34.132201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:34.132370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:37.139190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:37.145838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:37.150986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:37.155860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:37.155960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:40.160497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:40.164357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:40.168005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:40.171456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:40.171558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:43.177260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:43.181095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:43.185179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:43.189590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:43.189866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:46.195010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:46.200089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:46.204733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:46.209394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:46.209511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:49.215220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:49.219711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:49.223717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:49.227694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:49.227819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:52.232909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:52.237142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:52.241429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:52.245886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:52.246153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:55.252280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:55.256440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:55.261595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:55.267598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:55.267769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:29:58.272852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:29:58.278381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:29:58.283755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:29:58.287746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:29:58.287859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:01.293070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:01.298122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:01.303445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:01.307978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:01.308123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:04.313160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:04.317585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:04.321847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:04.326477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:04.326621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:07.332248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:07.337000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:07.341955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:07.346495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:07.346586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:10.352907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:10.358116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:10.362710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:10.366405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:10.366491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:13.371838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:13.375969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:13.379730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:13.383807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:13.383919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:16.388874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:16.392544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:16.396627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:16.402075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:16.402268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:19.438358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:19.442846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:19.446897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:19.450593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:19.450849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:22.457618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:22.463661] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:22.469440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:22.474776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:22.474922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:25.481225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:25.485055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:25.489746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:25.494404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:25.494495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:28.500145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:28.504248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:28.508237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:28.512334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:28.512452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:31.519785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:31.524543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:31.529474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:31.534109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:31.534300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:34.539612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:34.544305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:34.548802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:34.552944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:34.553061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:37.559237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:37.563486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:37.568187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:37.572409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:37.572626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:40.579083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:40.583427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:40.588715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:40.593921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:40.594045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:43.598798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:43.602796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:43.606613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:43.610697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:43.610783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:46.616044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:46.620522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:46.624366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:46.628203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:46.628296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:49.634082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:49.640199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:49.644562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:49.648839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:49.648951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:52.654195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:52.658530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:52.663879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:52.668418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:52.668534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:55.673862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:55.678594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:55.683237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:55.687830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:55.687956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:30:58.694092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:30:58.699863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:30:58.706238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:30:58.710720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:30:58.710807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:01.716617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:01.721750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:01.725801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:01.730872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:01.731002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:04.736762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:04.745965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:04.749942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:04.754042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:04.754224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:07.759365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:07.765370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:07.771141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:07.775487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:07.775620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:10.780269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:10.783945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:10.787909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:10.791991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:10.792106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:13.797119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:13.801079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:13.805624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:13.810018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:13.810159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:16.815978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:16.821565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:16.826580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:16.831748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:16.831864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:19.837140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:19.841344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:19.845310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:19.848857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:19.848958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:22.853930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:22.858851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:22.864076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:22.869152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:22.869290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:25.874588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:25.878616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:25.882582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:25.887053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:25.887159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:28.892400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:28.897056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:28.901590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:28.906401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:28.906511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:31.913151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:31.917998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:31.922246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:31.926395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:31.926509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:34.930529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:34.933998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:34.937609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:34.941268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:34.941360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:37.946575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:37.951325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:37.955876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:37.959961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:37.960067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:40.964872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:40.968923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:40.972798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:40.976804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:40.976927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:43.982677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:43.987024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:43.991347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:43.996055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:43.996186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:47.001853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:47.007188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:47.015348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:47.020395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:47.020543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:50.024802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:50.028925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:50.033035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:50.036819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:50.036927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:53.041339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:53.046459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:53.053070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:53.058544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:53.058741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:56.063977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:56.069697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:56.075433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:56.079846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:56.079960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:31:59.084811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:31:59.088948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:31:59.093021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:31:59.096829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:31:59.096922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:02.101816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:02.105962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:02.110068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:02.113765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:02.113869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:05.118176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:05.122052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:05.125948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:05.129744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:05.129851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:08.227114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:08.261798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:08.297235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:08.301244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:08.301344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:11.306046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:11.310598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:11.314461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:11.318143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:11.318228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:14.322888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:14.327052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:14.331468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:14.336022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:14.336142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:17.341329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:17.344927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:17.348532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:17.353505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:17.353587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:20.357821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:20.362063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:20.365870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:20.369947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:20.370036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:23.374521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:23.378228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:23.381570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:23.385459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:23.385574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:26.390097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:26.394268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:26.398380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:26.402377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:26.402487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:29.407102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:29.411090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:29.415006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:29.419059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:29.419158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:32.425053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:32.430604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:32.435818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:32.441622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:32.441747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:35.447338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:35.451494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:35.455365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:35.459385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:35.459486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:38.466351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:38.472882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:38.478921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:38.483222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:38.483576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:41.489670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:41.495476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:41.500346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:41.504817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:41.504932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:44.511716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:44.516574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:44.521885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:44.526630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:44.526747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:47.531749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:47.535894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:47.540359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:47.544415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:47.544520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:50.549436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:50.553500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:50.557273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:50.560911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:50.560993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:53.566334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:53.571432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:53.576423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:53.580613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:53.581262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:56.586595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:56.591516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:56.595350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:56.598764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:56.598847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:32:59.605290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:32:59.610846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:32:59.616088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:32:59.622002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:32:59.622151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:02.627037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:02.631526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:02.635545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:02.639547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:02.639675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:05.645974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:05.651392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:05.655524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:05.659932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:05.660035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:08.666766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:08.672352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:08.677437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:08.681345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:08.681442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:11.686078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:11.690381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:11.694456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:11.698574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:11.698699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:14.703967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:14.708145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:14.713165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:14.718461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:14.718563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:17.727527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:17.734213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:17.741217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:17.748481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:17.748706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:20.753915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:20.788330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:20.822498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:20.826736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:20.826850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:23.831253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:23.836034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:23.840338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:23.844138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:23.844234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:26.849335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:26.852894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:26.856877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:26.860815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:26.860921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:29.865587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:29.869742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:29.874198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:29.877713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:29.877840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:32.881995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:32.885943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:32.889907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:32.893696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:32.893787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:35.898738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:35.902880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:35.907683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:35.911839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:35.911975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:38.917004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:38.921700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:38.926629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:38.930741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:38.930834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:41.935195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:41.942832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:41.948347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:41.952450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:41.952562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:44.958027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:44.962268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:44.966962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:44.970805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:44.970894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:47.976110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:47.981716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:47.985994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:47.991223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:47.991391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:50.996845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:51.000914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:51.005309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:51.009271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:51.009378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:54.015130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:54.019725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:54.024328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:54.028581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:54.028698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:33:57.034420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:33:57.038971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:33:57.043596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:33:57.047566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:33:57.047724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:00.053370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:00.057385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:00.061168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:00.065620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:00.065826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:03.070161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:03.074818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:03.079506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:03.084669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:03.084812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:06.091382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:06.095613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:06.099464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:06.103581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:06.103705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:09.108003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:09.114005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:09.119317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:09.124232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:09.124406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:12.129241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:12.133152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:12.137005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:12.140967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:12.141053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:15.145978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:15.150383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:15.154933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:15.159077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:15.159189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:18.163784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:18.169862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:18.173424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:18.177302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:18.177635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:21.183025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:21.187111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:21.194553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:21.198699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:21.198814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:24.204139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:24.208189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:24.211738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:24.215079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:24.215161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:27.221568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:27.226737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:27.231428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:27.235400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:27.235485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:30.241181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:30.245147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:30.250140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:30.254241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:30.254338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:33.259688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:33.263383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:33.268267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:33.272908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:33.273024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:36.277876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:36.281252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:36.284783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:36.288798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:36.288926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:39.294665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:39.299399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:39.304731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:39.308514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:39.308608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:42.314512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:42.319905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:42.324444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:42.328372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:42.328586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:45.335063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:45.339261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:45.343085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:45.346639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:45.346747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:48.352673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:48.357109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:48.361281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:48.365279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:48.365382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:51.370948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:51.375389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:51.379422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:51.383422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:51.383561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:54.388314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:54.392277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:54.396117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:54.399707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:54.399788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:34:57.404429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:34:57.408286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:34:57.412376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:34:57.416160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:34:57.416251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:00.422592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:00.427421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:00.432277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:00.437688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:00.437910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:03.444086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:03.450881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:03.456165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:03.462191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:03.462332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:06.468844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:06.474542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:06.479673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:06.485125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:06.485252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:09.491864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:09.497244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:09.501895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:09.505947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:09.506038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:12.511857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:12.517727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:12.523384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:12.529064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:12.529249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:15.534835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:15.540152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:15.545098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:15.549194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:15.549294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:18.555333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:18.560548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:18.564552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:18.568255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:18.568342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:21.574462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:21.578852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:21.583256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:21.587256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:21.587351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:24.592179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:24.596336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:24.601365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:24.606178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:24.606285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:27.611696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:27.615490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:27.619200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:27.622704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:27.622793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:30.627524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:30.631457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:30.635187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:30.639004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:30.639132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:33.643980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:33.648350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:33.652184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:33.656090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:33.656184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:36.660837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:36.665169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:36.669310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:36.673611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:36.673918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:39.680296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:39.684688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:39.689235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:39.693009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:39.693096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:42.698424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:42.703514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:42.707600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:42.711550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:42.711638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:45.718115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:45.723283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:45.727316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:45.731958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:45.732090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:48.737673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:48.742188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:48.746959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:48.751257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:48.751364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:51.756683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:51.760708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:51.764831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:51.770193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:51.770323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:54.774967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:54.778925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:54.782718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:54.786465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:54.786588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:35:57.792448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:35:57.798154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:35:57.804251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:35:57.809951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:35:57.810072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:00.814805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:00.819228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:00.823592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:00.828024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:00.828142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:03.834245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:03.838431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:03.842757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:03.847348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:03.847500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:06.852665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:06.856774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:06.860981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:06.864970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:06.865103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:09.869508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:09.873615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:09.877685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:09.881506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:09.881594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:12.888764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:12.894630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:12.900316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:12.905306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:12.905427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:15.911435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:15.916540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:15.920555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:15.924548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:15.924660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:18.930411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:18.935058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:18.939016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:18.943633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:18.943742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:21.949279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:21.953613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:21.957450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:21.961281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:21.961363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:24.968262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:24.974571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:24.980358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:24.985349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:24.985476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:27.990158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:27.993810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:27.997805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:28.002562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:28.002724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:31.008115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:31.012218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:31.016844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:31.021379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:31.021493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:34.027122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:34.031164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:34.034523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:34.038834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:34.038958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:37.044912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:37.049594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:37.053615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:37.057993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:37.058095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:40.064918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:40.269870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:40.276835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:40.281446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:40.281545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:43.286495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:43.291323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:43.295933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:43.300495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:43.300669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:46.306989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:46.312415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:46.317095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:46.321304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:46.321413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:49.326758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:49.331019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:49.335137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:49.338841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:49.338920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:52.344425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:52.348144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:52.352987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:52.357212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:52.357323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:55.363458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:55.367543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:55.371406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:55.375147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:55.375237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:36:58.380042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:36:58.383852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:36:58.388822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:36:58.394218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:36:58.394364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:01.399889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:01.405899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:01.411291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:01.416977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:01.417168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:04.423439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:04.428304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:04.432064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:04.436156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:04.436248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:07.442954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:07.448376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:07.452300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:07.455848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:07.455932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:10.462157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:10.467537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:10.472021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:10.475944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:10.476050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:13.480812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:13.484489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:13.488465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:13.491929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:13.492010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:16.497600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:16.503043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:16.507563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:16.517083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:16.517213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:19.523392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:19.528390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:19.532954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:19.537300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:19.537423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:22.543827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:22.547817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:22.551875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:22.555893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:22.555975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:25.560627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:25.565116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:25.569203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:25.573762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:25.573885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:28.579267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:28.583804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:28.587948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:28.591829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:28.592046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:31.598493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:31.603089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:31.607214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:31.611161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:31.611248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:34.617365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:34.622078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:34.626323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:34.630371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:34.630489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:37.636919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:37.641148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:37.644736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:37.648758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:37.648850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:40.657231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:40.663618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:40.668958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:40.673879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:40.674025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:43.681033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:43.686598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:43.691083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:43.695499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:43.695679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:46.701913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:46.707589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:46.712065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:46.715794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:46.715896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:49.723471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:49.728202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:49.732690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:49.737089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:49.737177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:52.743766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:52.747999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:52.752020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:52.756927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:52.757042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:55.762778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:55.767073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:55.771945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:55.776739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:55.776865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:37:58.783423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:37:58.789940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:37:58.797137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:37:58.803453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:37:58.803606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:01.812610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:01.818078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:01.823847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:01.829521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:01.829670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:04.836126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:04.840683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:04.844862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:04.849015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:04.849101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:07.854556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:07.858768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:07.862450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:07.866910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:07.867038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:10.873267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:10.877545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:10.882404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:10.886736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:10.886837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:13.892238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:13.896049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:13.899751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:13.903333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:13.903515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:16.909263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:16.913071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:16.916966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:16.920739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:16.920837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:19.926266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:19.929999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:19.933494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:19.937140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:19.937223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:22.943205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:22.947434] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:22.952108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:22.956928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:22.957038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:25.962535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:25.966690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:25.970569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:25.974670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:25.974756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:28.980146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:28.984044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:28.987674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:28.991121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:28.991203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:31.995822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:32.000062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:32.004271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:32.009679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:32.009893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:35.014685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:35.019034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:35.022928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:35.027378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:35.027498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:38.032618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:38.037145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:38.041522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:38.045821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:38.045939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:41.051993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:41.057232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:41.062374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:41.068199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:41.068334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:44.073509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:44.077279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:44.081936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:44.085870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:44.085976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:47.090782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:47.094976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:47.099253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:47.103368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:47.103494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:50.109060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:50.113899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:50.117910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:50.121793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:50.121945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:53.127485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:53.131305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:53.134702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:53.138057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:53.138133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:56.142903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:56.147966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:56.152480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:56.156293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:56.156383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:38:59.162257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:38:59.166979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:38:59.171579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:38:59.175461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:38:59.175560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:02.180890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:02.184694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:02.189134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:02.194165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:02.194306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:05.200393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:05.205153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:05.209120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:05.213386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:05.213520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:08.219453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:08.224835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:08.228561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:08.232015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:08.232097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:11.241189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:11.245504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:11.249583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:11.253135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:11.253224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:14.259750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:14.263808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:14.267686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:14.272120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:14.272296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:17.278044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:17.282887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:17.287932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:17.292577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:17.292721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:20.297171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:20.301116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:20.305845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:20.309504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:20.309594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:23.314954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:23.319002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:23.322607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:23.326172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:23.326251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:26.331094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:26.335025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:26.339064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:26.343512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:26.343639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:29.350824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:29.355289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:29.359452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:29.363761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:29.363856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:32.370285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:32.375155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:32.380623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:32.385743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:32.385882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:35.392359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:35.397284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:35.401515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:35.406744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:35.406925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:38.412261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:38.416404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:38.420720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:38.424788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:38.424926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:41.429555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:41.433802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:41.438276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:41.442402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:41.442502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:44.447937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:44.454993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:44.458898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:44.462392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:44.462479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:47.470190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:47.475080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:47.479707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:47.484094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:47.484192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:50.489685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:50.493336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:50.496994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:50.500562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:50.500668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:53.505688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:53.509725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:53.514455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:53.518602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:53.518743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:56.523933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:56.528846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:56.534258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:56.539185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:56.539729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:39:59.544864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:39:59.548357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:39:59.551825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:39:59.555703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:39:59.555790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:02.561610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:02.566598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:02.571496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:02.577031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:02.577197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:05.583259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:05.590149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:05.595288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:05.602165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:05.602369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:08.607133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:08.610840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:08.614227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:08.617612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:08.617747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:11.622398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:11.626955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:11.631262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:11.635011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:11.635102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:14.639808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:14.643664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:14.647619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:14.651134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:14.651220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:17.656227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:17.661179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:17.665792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:17.672057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:17.672186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:20.709119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:20.713846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:20.719593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:20.725597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:20.725742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:23.731366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:23.735309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:23.739150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:23.742867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:23.742957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:26.749055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:26.753238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:26.757252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:26.761454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:26.761557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:29.766930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:29.771168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:29.775036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:29.778724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:29.778808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:32.785201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:32.789958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:32.794590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:32.799423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:32.799521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:35.803898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:35.807787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:35.811869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:35.815490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:35.815576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:38.820911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:38.825205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:38.828892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:38.832668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:38.832768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:41.840528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:41.846170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:41.850671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:41.854321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:41.854409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:44.859923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:44.864127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:44.867823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:44.871775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:44.871885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:47.877772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:47.885289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:47.889193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:47.893240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:47.893340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:50.899447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:50.904513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:50.908542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:50.912176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:50.912269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:53.920866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:53.927960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:53.941767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:53.949102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:53.949347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:56.953746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:56.957880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:56.961767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:56.965455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:56.965554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:40:59.970167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:40:59.974700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:40:59.978579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:40:59.982556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:40:59.982697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:02.987075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:02.990889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:02.994603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:02.998184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:02.998275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:06.003869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:06.008531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:06.012778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:06.017175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:06.017306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:09.022470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:09.027123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:09.031720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:09.037224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:09.037414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:12.043340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:12.048966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:12.351841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:12.357505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:12.357600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:15.366252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:15.371227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:15.375466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:15.379596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:15.379714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:18.384624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:18.389456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:18.393773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:18.398319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:18.398450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:21.403731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:21.408609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:21.413057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:21.417829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:21.417919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:24.424493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:24.431517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:24.437899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:24.443895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:24.444145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:27.450951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:27.456861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:27.463218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:27.470476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:27.470612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:30.476227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:30.481512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:30.486482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:30.491967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:30.492160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:33.496942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:33.500868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:33.504470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:33.511567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:33.511692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:36.516727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:36.522035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:36.526874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:36.531681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:36.531792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:39.536398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:39.541605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:39.546560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:39.551417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:39.551534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:42.555837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:42.560023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:42.564599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:42.569187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:42.569306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:45.574141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:45.578078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:45.581626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:45.585151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:45.585237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:48.589832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:48.593738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:48.597909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:48.602173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:48.602282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:51.606925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:51.610844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:51.614548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:51.618160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:51.618248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:54.624400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:54.629971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:54.635003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:54.640551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:54.640721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:41:57.647760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:41:57.656754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:41:57.660950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:41:57.664506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:41:57.664590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:00.669539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:00.673518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:00.677365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:00.681165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:00.681266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:03.686676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:03.691354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:03.695998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:03.699788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:03.699884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:06.704239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:06.707936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:06.711446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:06.715505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:06.715608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:09.719943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:09.724050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:09.728062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:09.732904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:09.733018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:12.737662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:12.742668] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:12.749010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:12.754001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:12.754133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:15.758970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:15.763792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:15.768462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:15.773058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:15.773187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:18.778687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:18.783263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:18.788218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:18.792567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:18.792699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:21.797162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:21.800873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:21.804623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:21.808499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:21.808583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:24.814140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:24.818494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:24.822356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:24.826360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:24.826478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:27.831543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:27.835563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:27.839379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:27.843393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:27.843525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:30.851221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:30.856562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:30.861756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:30.866392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:30.866502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:33.870714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:33.874189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:33.877706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:33.881365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:33.881452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:36.886165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:36.889907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:36.893502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:36.896986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:36.897069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:39.903503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:39.909925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:39.915726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:39.921476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:39.921627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:42.926254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:42.930866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:42.935294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:42.939493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:42.939590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:45.944547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:45.948707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:45.952479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:45.956056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:45.956154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:48.960395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:48.965088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:48.970229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:48.974831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:48.974936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:51.980514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:51.985373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:51.990818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:51.995587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:51.995747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:55.000246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:55.005008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:55.008973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:55.013256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:55.013338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:42:58.018781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:42:58.022614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:42:58.026095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:42:58.030129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:42:58.030210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:01.037087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:01.040888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:01.044708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:01.048291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:01.048373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:04.054858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:04.059428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:04.064707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:04.069395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:04.069521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:07.074762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:07.079762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:07.083968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:07.088148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:07.088275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:10.093209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:10.097304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:10.101796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:10.106272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:10.106384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:13.113041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:13.118786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:13.123303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:13.126895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:13.126978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:16.132191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:16.139078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:16.143605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:16.147339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:16.147434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:19.151871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:19.155996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:19.160083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:19.164113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:19.164225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:22.169754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:22.204927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:22.238956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:22.242700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:22.242799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:25.247389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:25.251928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:25.256167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:25.260254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:25.260360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:28.264967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:28.268803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:28.273190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:28.276905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:28.277010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:31.281622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:31.285433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:31.289310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:31.294074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:31.294216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:34.298380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:34.302116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:34.305847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:34.310378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:34.310517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:37.316163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:37.321362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:37.325624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:37.330830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:37.331215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:40.336722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:40.341107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:40.344661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:40.348330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:40.348403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:43.355864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:43.360978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:43.365317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:43.370146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:43.370294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:46.376259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:46.381369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:46.386081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:46.390678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:46.390820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:49.397364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:49.401771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:49.405934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:49.410557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:49.410738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:52.416407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:52.421256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:52.425673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:52.429864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:52.429964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:55.435141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:55.438894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:55.442343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:55.445746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:55.445825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:43:58.450234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:43:58.454149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:43:58.457956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:43:58.461553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:43:58.461686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:01.466936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:01.471307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:01.475687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:01.480291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:01.480401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:04.487157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:04.493162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:04.498944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:04.503136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:04.503378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:07.509535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:07.514062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:07.518330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:07.523078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:07.523345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:10.529198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:10.532941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:10.537126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:10.541260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:10.541363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:13.548114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:13.553199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:13.557638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:13.562335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:13.562464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:16.568473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:16.572913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:16.576867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:16.581862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:16.581954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:19.587067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:19.591308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:19.595004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:19.598800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:19.598903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:22.603633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:22.607428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:22.611376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:22.615222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:22.615310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:25.620756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:25.624549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:25.628197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:25.631616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:25.631727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:28.636933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:28.640954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:28.644942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:28.648388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:28.648471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:31.654263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:31.658942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:31.662701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:31.666243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:31.666327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:34.671723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:34.675630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:34.680083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:34.684124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:34.684241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:37.690709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:37.696157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:37.701409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:37.705409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:37.705517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:40.710898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:40.715256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:40.720000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:40.724430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:40.724543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:43.729549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:43.733738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:43.737771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:43.741307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:43.741390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:46.746710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:46.750380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:46.754288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:46.758750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:46.758848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:49.763002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:49.766475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:49.770119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:49.773805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:49.773894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:52.779624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:52.783639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:52.787114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:52.790958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:52.791045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:55.798007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:55.802449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:55.806463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:55.810749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:55.810889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:44:58.817988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:44:58.821735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:44:58.825448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:44:58.828928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:44:58.829011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:01.834596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:01.840381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:01.845536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:01.851560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:01.851766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:04.856885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:04.861140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:04.865022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:04.869541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:04.869785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:07.875513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:07.880053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:07.884616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:07.889343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:07.889497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:10.898859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:10.902971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:10.907044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:10.911607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:10.911736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:13.916846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:13.921554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:13.926179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:13.929998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:13.930104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:16.934304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:16.938120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:16.942115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:16.947103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:16.947223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:19.952024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:19.956093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:19.960519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:19.964603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:19.964712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:22.971983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:22.976975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:22.981913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:22.986442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:22.986557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:25.992009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:25.996399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:26.001184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:26.005139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:26.005261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:29.010576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:29.014250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:29.017746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:29.021673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:29.021786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:32.026369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:32.030332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:32.034372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:32.038144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:32.038240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:35.045240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:35.051040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:35.055998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:35.061060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:35.061195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:38.065935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:38.075037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:38.079212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:38.082797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:38.082874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:41.088270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:41.093837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:41.099680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:41.104121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:41.104234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:44.109472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:44.114733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:44.120016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:44.124878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:44.125043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:47.135217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:47.139855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:47.143508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:47.147075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:47.147171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:50.153194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:50.158254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:50.164031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:50.170516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:50.170799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:53.176158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:53.180389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:53.184539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:53.189894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:53.190031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:56.195765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:56.201704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:56.206876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:56.211284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:56.211392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:45:59.216678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:45:59.220969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:45:59.225032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:45:59.229046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:45:59.229153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:02.234599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:02.238619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:02.242774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:02.247005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:02.247248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:05.252592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:05.257242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:05.262237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:05.266136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:05.266221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:08.271692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:08.275704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:08.279879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:08.283967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:08.284076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:11.290481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:11.295854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:11.300131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:11.303733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:11.303845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:14.310305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:14.315304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:14.320088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:14.323893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:14.323998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:17.329930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:17.335098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:17.339135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:17.343002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:17.343110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:20.347944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:20.352040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:20.355906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:20.359594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:20.359711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:23.364932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:23.369122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:23.372909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:23.376445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:23.376536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:26.383624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:26.389858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:26.396089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:26.401072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:26.401189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:29.406075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:29.410043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:29.414046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:29.418350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:29.418455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:32.423410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:32.427503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:32.431456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:32.435595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:32.435714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:35.440394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:35.444362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:35.448330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:35.452027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:35.452121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:38.456482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:38.460327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:38.464540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:38.468063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:38.468151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:41.474196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:41.478474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:41.482127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:41.485635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:41.485733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:44.493228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:44.497595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:44.501602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:44.505034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:44.505135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:47.509471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:47.512998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:47.516412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:47.519961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:47.520047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:50.526394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:50.531394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:50.535615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:50.539248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:50.539331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:53.544129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:53.551098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:53.554961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:53.558543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:53.558627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:56.564250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:56.568422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:56.573095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:56.577733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:56.577835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:46:59.581999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:46:59.586625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:46:59.590369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:46:59.593815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:46:59.593895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:02.598170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:02.602466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:02.606860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:02.610780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:02.610873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:05.615446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:05.619195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:05.623024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:05.626829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:05.626915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:08.631350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:08.635865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:08.640236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:08.644394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:08.644517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:11.650300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:11.654918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:11.659578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:11.663576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:11.663709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:14.669519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:14.674236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:14.678496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:14.681932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:14.682017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:17.686928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:17.691588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:17.695812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:17.700255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:17.700351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:20.704819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:20.709159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:20.712774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:20.716168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:20.716247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:23.724969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:23.730067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:23.734256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:23.738779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:23.739045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:26.743997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:26.747738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:26.751460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:26.755046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:26.755140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:29.760517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:29.764713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:29.768771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:29.772336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:29.772427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:32.777571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:32.781592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:32.785636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:32.795304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:32.795492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:35.800457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:35.804716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:35.808506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:35.812250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:35.812368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:38.817854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:38.821425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:38.825007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:38.829892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:38.830034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:41.835616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:41.840825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:41.845417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:41.851517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:41.851697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:44.857079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:44.861571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:44.866215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:44.874129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:44.874224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:47.880484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:47.886338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:47.891377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:47.896884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:47.897163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:50.903176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:50.907718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:50.911388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:50.915372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:50.915490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:53.919734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:53.923497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:53.927477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:53.932382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:53.932484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:56.938368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:56.942956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:56.947491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:56.951821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:56.951913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:47:59.960037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:47:59.965490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:47:59.970408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:47:59.974608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:47:59.974739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:02.980920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:02.986328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:02.991229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:02.995553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:02.995666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:06.000546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:06.005859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:06.010948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:06.015675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:06.015793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:09.020759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:09.024536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:09.028781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:09.032944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:09.033040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:12.039936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:12.045352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:12.051111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:12.055732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:12.055980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:15.061181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:15.157541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:15.163307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:15.167845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:15.167971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:18.172820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:18.177011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:18.181388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:18.185500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:18.185584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:21.189699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:21.193498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:21.197148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:21.201271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:21.201366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:24.206248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:24.211026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:24.215791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:24.219493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:24.219577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:27.223469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:27.227441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:27.231277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:27.234751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:27.234833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:30.241300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:30.246633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:30.251818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:30.256862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:30.256997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:33.261394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:33.265083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:33.268667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:33.272468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:33.272561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:36.277342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:36.281424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:36.285342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:36.289029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:36.289135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:39.295213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:39.303982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:39.308200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:39.311963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:39.312048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:42.317835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:42.321903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:42.326037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:42.329971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:42.330099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:45.335587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:45.341124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:45.347318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:45.351719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:45.351800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:48.356304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:48.361924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:48.365849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:48.369745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:48.369848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:51.375564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:51.379933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:51.383883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:51.387565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:51.387702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:54.394049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:54.398861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:54.403413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:54.407911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:54.408014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:48:57.413697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:48:57.417981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:48:57.422521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:48:57.426365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:48:57.426446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:00.431292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:00.435045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:00.438734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:00.442680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:00.442805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:03.447693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:03.451768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:03.455517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:03.459486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:03.459621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:06.464733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:06.468758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:06.472417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:06.476007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:06.476092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:09.481392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:09.485913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:09.490093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:09.493703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:09.493802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:12.498339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:12.502142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:12.506031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:12.511058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:12.511344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:15.516890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:15.521902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:15.526162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:15.529603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:15.529709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:18.535130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:18.539015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:18.542803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:18.546354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:18.546438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:21.553302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:21.558374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:21.565035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:21.569317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:21.569419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:24.575008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:24.579836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:24.583720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:24.587725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:24.587808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:27.592340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:27.596162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:27.600135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:27.604076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:27.604171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:30.610815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:30.614814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:30.618483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:30.622199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:30.622289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:33.627146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:33.631437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:33.635211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:33.638962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:33.639041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:36.644174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:36.652898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:36.657482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:36.661416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:36.661497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:39.666144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:39.670021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:39.673618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:39.678335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:39.678419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:42.684163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:42.688617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:42.692344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:42.696034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:42.696123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:45.702720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:45.707081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:45.715077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:45.718820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:45.718901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:48.724745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:48.728888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:48.732700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:48.736717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:48.736812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:51.742708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:51.748405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:51.755071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:51.760278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:51.760405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:54.768053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:54.774086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:54.779076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:54.782846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:54.782939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:49:57.787799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:49:57.791512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:49:57.795396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:49:57.799885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:49:57.799997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:00.806494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:00.811241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:00.815424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:00.819571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:00.819682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:03.826981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:03.833245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:03.838989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:03.844274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:03.844407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:06.850340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:06.854161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:06.858053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:06.861877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:06.861958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:09.868484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:09.873518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:09.877936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:09.885407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:09.885497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:12.891311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:12.896397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:12.901224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:12.905453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:12.905539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:15.911346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:15.918245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:15.925200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:15.930622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:15.930802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:18.935899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:18.940325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:18.945191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:18.950481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:18.950624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:21.986983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:21.991575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:21.995283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:22.000054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:22.000147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:25.005571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:25.014431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:25.018966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:25.023787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:25.023930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:28.032431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:28.036739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:28.040850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:28.044892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:28.045010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:31.049787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:31.053553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:31.057962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:31.061979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:31.062081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:34.067367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:34.074391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:34.078206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:34.082093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:34.082189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:37.086936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:37.091943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:37.096446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:37.100377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:37.100466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:40.105317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:40.109008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:40.112682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:40.116261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:40.116354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:43.122011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:43.126127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:43.130041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:43.134019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:43.134111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:46.328363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:46.333116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:46.337575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:46.341312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:46.341396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:49.346570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:49.350802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:49.355016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:49.359582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:49.359926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:52.364749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:52.368602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:52.372448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:52.376517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:52.376665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:55.381769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:55.386300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:55.390892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:55.395173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:55.395281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:50:58.399867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:50:58.403596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:50:58.407831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:50:58.411720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:50:58.411813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:01.417380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:01.421371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:01.425148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:01.428984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:01.429067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:04.434155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:04.438070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:04.441888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:04.445610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:04.445723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:07.451073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:07.455081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:07.462455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:07.466124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:07.466210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:10.470633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:10.475287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:10.479171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:10.483157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:10.483273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:13.490118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:13.494621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:13.498518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:13.501977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:13.502071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:16.510249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:16.515983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:16.521748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:16.525598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:16.525702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:19.530559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:19.534612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:19.542377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:19.546166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:19.546247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:22.551953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:22.555981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:22.559918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:22.563481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:22.563574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:25.570118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:25.577175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:25.583497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:25.589584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:25.589794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:28.594181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:28.598632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:28.602571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:28.606345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:28.606592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:31.612586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:31.616914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:31.620721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:31.624606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:31.624727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:34.631020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:34.637930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:34.644259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:34.648477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:34.648574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:37.653887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:37.657866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:37.661545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:37.665427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:37.665548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:40.669847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:40.673991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:40.677563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:40.681343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:40.681435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:43.686290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:43.690213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:43.694000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:43.697819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:43.697907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:46.704083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:46.708546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:46.713029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:46.716878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:46.716975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:49.723142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:49.728283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:49.733490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:49.738605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:49.738748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:52.743887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:52.747614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:52.751264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:52.755012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:52.755117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:55.761865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:55.768234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:55.773499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:55.777938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:55.778040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:51:58.782218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:51:58.786011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:51:58.789525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:51:58.793084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:51:58.793168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:01.798069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:01.802126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:01.806022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:01.810584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:01.810695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:04.816124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:04.820112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:04.824665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:04.829302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:04.829419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:07.834597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:07.839083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:07.843430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:07.847434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:07.847558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:10.853112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:10.856843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:10.860323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:10.863817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:10.863903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:13.869207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:13.872856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:13.876200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:13.879496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:13.879575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:16.885779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:16.890457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:16.894827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:16.899903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:16.900033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:19.905680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:19.909816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:19.914705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:19.919335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:19.919588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:22.924621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:22.929080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:22.933860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:22.938571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:22.938713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:25.945078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:25.949855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:25.954191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:25.959489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:25.959631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:28.965023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:28.969372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:28.973511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:28.977183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:28.977271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:31.982016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:31.986286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:31.990132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:31.994639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:31.994842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:35.000930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:35.004790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:35.008577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:35.012321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:35.012413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:38.017974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:38.021791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:38.025563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:38.029391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:38.029502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:41.036058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:41.040449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:41.044719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:41.049588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:41.049810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:44.055046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:44.059144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:44.062872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:44.066692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:44.066777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:47.072907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:47.077896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:47.082500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:47.086405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:47.086664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:50.092243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:50.096930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:50.101381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:50.105721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:50.105831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:53.111102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:53.115259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:53.118980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:53.122803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:53.122906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:56.127879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:56.132139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:56.135813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:56.139211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:56.139295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:52:59.144436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:52:59.148357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:52:59.151927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:52:59.155457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:52:59.155541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:02.160687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:02.164127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:02.167451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:02.172294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:02.172455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:05.178060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:05.181834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:05.185435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:05.189960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:05.190064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:08.196455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:08.200447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:08.204502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:08.208504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:08.208626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:11.218284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:11.226845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:11.233137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:11.239829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:11.240039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:14.245683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:14.250978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:14.255857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:14.260479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:14.260579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:17.265702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:17.269705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:17.273487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:17.277070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:17.277174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:20.285730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:20.289816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:20.293701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:20.297189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:20.297279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:23.301860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:23.335823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:23.370698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:23.374402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:23.374492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:26.379930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:26.384000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:26.387920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:26.391550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:26.391676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:29.395873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:29.399484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:29.402856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:29.407007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:29.407085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:32.412723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:32.417098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:32.421048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:32.425098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:32.425232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:35.431816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:35.435938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:35.443197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:35.447496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:35.447694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:38.452270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:38.456067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:38.459490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:38.463520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:38.463692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:41.469579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:41.474728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:41.479878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:41.484333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:41.484483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:44.490804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:44.495632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:44.500296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:44.505312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:44.505503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:47.511383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:47.516055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:47.520543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:47.525327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:47.525443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:50.531247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:50.535277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:50.538916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:50.543086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:50.543197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:53.548587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:53.552395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:53.556509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:53.560691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:53.560822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:56.566685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:56.571269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:56.575857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:56.581126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:56.581235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:53:59.586997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:53:59.592107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:53:59.596734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:53:59.601251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:53:59.601351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:02.606091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:02.612480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:02.616296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:02.619733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:02.619837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:05.624406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:05.628520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:05.632390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:05.636161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:05.636274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:08.642500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:08.646468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:08.650847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:08.655046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:08.655155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:11.660901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:11.664896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:11.668721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:11.672279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:11.672379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:14.677136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:14.682101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:14.686547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:14.692055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:14.692189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:17.697199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:17.702405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:17.706934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:17.711880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:17.712010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:20.716912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:20.721262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:20.725722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:20.729951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:20.730050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:23.735604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:23.739613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:23.743225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:23.746716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:23.746805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:26.752094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:26.756201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:26.760212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:26.763918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:26.764010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:29.770483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:29.775694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:29.780742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:29.786010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:29.786144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:32.792774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:32.798527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:32.803690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:32.808463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:32.808601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:35.813385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:35.817935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:35.821564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:35.825170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:35.825253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:38.829768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:38.834080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:38.837989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:38.841970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:38.842090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:41.847237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:41.851167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:41.854662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:41.858324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:41.858408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:44.864914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:44.869391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:44.873708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:44.877845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:44.877947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:47.883827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:47.888795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:47.893381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:47.897439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:47.897540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:50.902423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:50.907195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:50.911942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:50.915596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:50.915724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:53.923705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:53.929302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:53.933259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:53.938284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:53.938433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:56.943897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:56.949257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:56.953993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:56.958253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:56.958337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:54:59.964606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:54:59.968717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:54:59.972849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:54:59.976688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:54:59.976793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:02.982876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:02.987368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:02.992032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:02.996553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:02.997002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:06.002371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:06.006632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:06.013001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:06.018452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:06.018597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:09.024920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:09.029610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:09.034099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:09.038001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:09.038087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:12.043633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:12.048454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:12.052948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:12.057404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:12.057515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:15.065217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:15.069932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:15.073750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:15.077581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:15.077712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:18.083355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:18.087619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:18.092290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:18.382948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:18.383080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:21.390258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:21.394738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:21.398601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:21.403576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:21.403772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:24.410069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:24.414696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:24.419754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:24.424957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:24.425158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:27.430414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:27.434845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:27.439440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:27.443677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:27.443786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:30.449364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:30.455100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:30.460139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:30.465521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:30.465708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:33.470841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:33.474313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:33.477892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:33.481502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:33.481587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:36.490335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:36.494607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:36.498774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:36.503351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:36.503575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:39.509137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:39.514432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:39.519095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:39.523557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:39.523691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:42.529841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:42.534592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:42.538626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:42.542092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:42.542177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:45.547998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:45.552560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:45.556607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:45.560364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:45.560478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:48.567042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:48.571693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:48.577493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:48.582424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:48.582510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:51.587559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:51.591880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:51.596011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:51.600406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:51.600522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:54.605261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:54.609050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:54.613224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:54.617506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:54.617637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:55:57.622803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:55:57.628196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:55:57.632729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:55:57.637503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:55:57.637615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:00.642212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:00.647033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:00.652086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:00.655936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:00.656020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:03.661787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:03.665792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:03.669439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:03.673691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:03.673769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:06.678831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:06.683590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:06.687834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:06.691776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:06.691876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:09.697983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:09.703493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:09.707834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:09.712394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:09.712510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:12.717214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:12.721952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:12.726963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:12.731579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:12.731722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:15.738414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:15.742533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:15.746259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:15.750345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:15.750483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:18.757232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:18.762687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:18.767428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:18.774578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:18.774723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:21.779584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:21.783550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:21.787204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:21.790941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:21.791043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:24.795909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:24.799669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:24.803466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:24.807172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:24.807264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:27.812631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:27.816936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:27.825004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:27.829794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:27.829891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:30.835463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:30.840101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:30.844053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:30.848291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:30.848392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:33.854505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:33.858528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:33.863110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:33.867329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:33.867438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:36.872796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:36.877350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:36.881672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:36.885198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:36.885279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:39.890584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:39.895976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:39.900356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:39.904364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:39.904455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:42.909847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:42.913922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:42.918076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:42.922027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:42.922118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:45.927683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:45.931538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:45.935604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:45.940745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:45.940905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:48.947813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:48.953407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:48.958034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:48.961685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:48.961761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:51.966305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:51.973749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:51.978202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:51.982179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:51.982281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:54.987371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:54.991497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:54.995296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:54.998768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:54.998845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:56:58.005074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:56:58.010726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:56:58.015408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:56:58.019807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:56:58.019907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:01.024307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:01.029672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:01.034049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:01.038078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:01.038167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:04.042879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:04.047158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:04.053158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:04.058438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:04.058565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:07.066336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:07.071898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:07.076204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:07.080839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:07.080944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:10.086027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:10.091141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:10.095289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:10.099008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:10.099094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:13.104750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:13.108783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:13.113127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:13.118372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:13.118554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:16.123215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:16.127067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:16.130562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:16.134352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:16.134458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:19.332495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:19.367025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:19.400766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:19.517162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:19.517261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:22.522370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:22.526230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:22.530356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:22.534084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:22.534183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:25.539444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:25.543452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:25.547148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:25.551399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:25.551566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:28.557871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:28.562862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:28.566509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:28.574497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:28.574692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:31.580596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:31.584994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:31.589040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:31.593177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:31.593298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:34.598818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:34.602627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:34.606102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:34.609737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:34.609819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:37.614960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:37.619105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:37.622769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:37.626275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:37.626365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:40.631831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:40.635701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:40.639876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:40.643624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:40.643739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:43.649282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:43.653080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:43.657531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:43.661448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:43.661552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:46.666929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:46.671340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:46.675853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:46.680195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:46.680301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:49.687585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:49.693273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:49.698861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:49.703071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:49.703185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:52.708808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:52.713150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:52.717035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:52.720970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:52.721056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:55.726632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:55.731624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:55.736098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:55.740198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:55.740298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:57:58.744446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:57:58.748377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:57:58.753060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:57:58.757262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:57:58.757367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:01.764169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:01.769832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:01.774710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:01.779073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:01.779182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:04.783226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:04.786995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:04.791747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:04.796698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:04.796825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:07.801632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:07.806053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:07.809836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:07.813490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:07.813571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:10.818452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:10.822254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:10.826149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:10.829939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:10.830049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:13.835629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:13.840119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:13.843875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:13.847389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:13.847611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:16.852950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:16.856684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:16.860466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:16.864536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:16.864625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:19.870265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:19.874543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:19.879422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:19.883418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:19.883552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:22.888804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:22.892901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:22.896459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:22.900277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:22.900377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:25.906359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:25.910286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:25.913726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:25.917084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:25.917163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:28.922591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:28.926064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:28.929608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:28.933292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:28.933379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:31.938473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:31.942249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:31.946144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:31.950098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:31.950204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:34.955469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:34.959205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:34.962966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:34.966545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:34.966636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:37.972128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:37.977271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:37.982379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:37.987747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:37.987848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:40.992987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:40.997419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:41.001572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:41.005477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:41.005730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:44.011388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:44.015728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:44.019332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:44.023342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:44.023447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:47.028548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:47.032088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:47.035451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:47.038904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:47.038987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:50.044482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:50.048949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:50.054381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:50.058771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:50.058885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:53.063671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:53.067276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:53.070741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:53.074184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:53.074266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:56.079597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:56.083193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:56.086711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:56.090194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:56.090278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:58:59.095249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:58:59.099021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:58:59.102556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:58:59.106074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:58:59.106165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:02.112316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:02.116383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:02.120224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:02.123751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:02.123839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:05.129738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:05.135301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:05.139808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:05.144042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:05.144148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:08.149843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:08.154352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:08.158201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:08.161659] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:08.161746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:11.168151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:11.172547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:11.176521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:11.180703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:11.180813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:14.185887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:14.189755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:14.194073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:14.198761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:14.199005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:17.204121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:17.208432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:17.212425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:17.216299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:17.216409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:20.220880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:20.225134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:20.229163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:20.232772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:20.232875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:23.237865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:23.241487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:23.244995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:23.248511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:23.248594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:26.254130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:26.258590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:26.262537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:26.267234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:26.267411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:29.273059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:29.277599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:29.281420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:29.285355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:29.285477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:32.290504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:32.294273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:32.298029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:32.301748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:32.301845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:35.307728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:35.312426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:35.317577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:35.322270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:35.322375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:38.327469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:38.332458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:38.336057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:38.339996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:38.340098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:41.347190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:41.351569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:41.355392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:41.360428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:41.360571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:44.365791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:44.370934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:44.374934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:44.378570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:44.378688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:47.384577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:47.389839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:47.394764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:47.398817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:47.398914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:50.404941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:50.408958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:50.413463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:50.417017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:50.417100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:53.423130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:53.428337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:53.433521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:53.439626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:53.439795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:56.445540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:56.449893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:56.453788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:56.457253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:56.457334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T19:59:59.461699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T19:59:59.465511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T19:59:59.469480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T19:59:59.473281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T19:59:59.473374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:02.481159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:02.488716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:02.495298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:02.501592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:02.501779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:05.508553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:05.514178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:05.518793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:05.524173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:05.524318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:08.531237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:08.537527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:08.542606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:08.550547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:08.550698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:11.556340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:11.560838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:11.564497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:11.573111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:11.573232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:14.578407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:14.583609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:14.588627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:14.593380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:14.593496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:17.599477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:17.603793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:17.612125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:17.616717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:17.616809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:20.622752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:20.627068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:20.630882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:20.634928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:20.635030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:23.668979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:23.673791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:23.678416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:23.683493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:23.683613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:26.692125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:26.698079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:26.702393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:26.706766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:26.706881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:29.712805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:29.718020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:29.723231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:29.728318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:29.728436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:32.732875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:32.736570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:32.740314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:32.743837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:32.743919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:35.749340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:35.753888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:35.758569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:35.762333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:35.762452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:38.766906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:38.770506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:38.774187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:38.777583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:38.777718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:41.782010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:41.785678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:41.789247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:41.793064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:41.793172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:44.797692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:44.801549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:44.805247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:44.809219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:44.809305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:47.813590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:47.817386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:47.820949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:47.824523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:47.824612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:50.831100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:50.837132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:50.841936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:50.847618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:50.847765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:53.853953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:53.860214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:53.865469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:53.869853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:53.869954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:56.874455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:56.880266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:56.886250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:56.891630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:56.891810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:00:59.896702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:00:59.900742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:00:59.904846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:00:59.908930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:00:59.909034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:02.913445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:02.917214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:02.921100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:02.924803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:02.924890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:05.931816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:05.935687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:05.939846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:05.944338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:05.944459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:08.949549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:08.953787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:08.958227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:08.962326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:08.962466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:11.967812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:11.972315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:11.977012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:11.982139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:11.982281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:14.987519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:14.992408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:14.998010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:15.002890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:15.003003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:18.009160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:18.012639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:18.016058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:18.019485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:18.019689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:21.028042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:21.235860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:21.271378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:21.325946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:21.326374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:24.332220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:24.336073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:24.340042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:24.344525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:24.344786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:27.350873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:27.354381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:27.357841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:27.361750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:27.361842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:30.367721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:30.372032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:30.375960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:30.380580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:30.380749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:33.385406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:33.389453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:33.393113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:33.397522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:33.397684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:36.403471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:36.407820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:36.412210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:36.416978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:36.417123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:39.423108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:39.427901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:39.434612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:39.441522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:39.441680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:42.447075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:42.451310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:42.456266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:42.461539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:42.461696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:45.467117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:45.471190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:45.475191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:45.479542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:45.479679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:48.484585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:48.488620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:48.492930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:48.496519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:48.496614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:51.504704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:51.510178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:51.517169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:51.523409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:51.523591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:54.529713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:54.533743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:54.537406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:54.541480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:54.541577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:01:57.549040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:01:57.555290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:01:57.560144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:01:57.564380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:01:57.564468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:00.569581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:00.574124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:00.578592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:00.582289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:00.582369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:03.588160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:03.592579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:03.596394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:03.600499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:03.600614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:06.605857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:06.609459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:06.613061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:06.616537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:06.616626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:09.624280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:09.631453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:09.637395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:09.643227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:09.643367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:12.648415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:12.653139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:12.657317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:12.661466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:12.661588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:15.665755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:15.669199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:15.672585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:15.676225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:15.676312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:18.681454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:18.685117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:18.688844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:18.692883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:18.692964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:21.699548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:21.705433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:21.712128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:21.716382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:21.716473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:24.721993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:24.727350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:24.732975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:24.739229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:24.739433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:27.746023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:27.751110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:27.756484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:27.761191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:27.761513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:30.766968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:30.771534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:30.775909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:30.780394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:30.780564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:33.786093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:33.789983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:33.793777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:33.797561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:33.797718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:36.803520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:36.808321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:36.812772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:36.817549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:36.817739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:39.823506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:39.827613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:39.831300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:39.834781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:39.834867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:42.841360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:42.847809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:42.853426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:42.858471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:42.858593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:45.864421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:45.868563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:45.872366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:45.876102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:45.876196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:48.884496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:48.891845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:48.896989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:48.902386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:48.902546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:51.909241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:51.915166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:51.921728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:51.926824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:51.926999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:54.932164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:54.937040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:54.942701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:54.946992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:54.947086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:02:57.953306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:02:57.958202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:02:57.964147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:02:57.969634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:02:57.969823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:00.974430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:00.978298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:00.981691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:00.985201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:00.985282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:03.990932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:03.996322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:04.001404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:04.005707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:04.005819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:07.010776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:07.014865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:07.018949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:07.022666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:07.022766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:10.028230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:10.031907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:10.035495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:10.042288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:10.042423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:13.048818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:13.053870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:13.058268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:13.061979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:13.062081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:16.067735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:16.072122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:16.076019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:16.079834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:16.079915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:19.085149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:19.089152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:19.093103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:19.098366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:19.098525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:22.106025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:22.110522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:22.115445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:22.119408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:22.119505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:25.123761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:25.158407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:25.193763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:25.198702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:25.198809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:28.203129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:28.207221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:28.211021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:28.214795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:28.214895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:31.221224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:31.226687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:31.231515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:31.235480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:31.235581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:34.240516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:34.244073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:34.248206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:34.252056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:34.252161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:37.257785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:37.261614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:37.265256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:37.269881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:37.270088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:40.275423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:40.279285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:40.283811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:40.287419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:40.287504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:43.293594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:43.298227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:43.303138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:43.307581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:43.307754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:46.312788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:46.317227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:46.322049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:46.327178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:46.327379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:49.332531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:49.336829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:49.340371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:49.344346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:49.344423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:52.350559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:52.355337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:52.359962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:52.364769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:52.364906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:55.371193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:55.376216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:55.381010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:55.385600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:55.385730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:03:58.391199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:03:58.395808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:03:58.400352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:03:58.404254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:03:58.404337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:01.414245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:01.418837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:01.422918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:01.426858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:01.426958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:04.432672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:04.437051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:04.440853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:04.444811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:04.444914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:07.450330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:07.455242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:07.460092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:07.465299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:07.465391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:10.470312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:10.474638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:10.479162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:10.483109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:10.483198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:13.487867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:13.492245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:13.495993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:13.499459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:13.499545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:16.505337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:16.509845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:16.514312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:16.518554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:16.518639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:19.525125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:19.530468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:19.536219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:19.540398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:19.540496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:22.546092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:22.550908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:22.555118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:22.558909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:22.559002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:25.564687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:25.568809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:25.573121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:25.577071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:25.577178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:28.582159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:28.586767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:28.591435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:28.595235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:28.595321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:31.601097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:31.604752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:31.608480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:31.612985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:31.613079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:34.619760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:34.625845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:34.631387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:34.636950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:34.637088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:37.642804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:37.648350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:37.652430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:37.655822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:37.655904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:40.660507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:40.664362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:40.668124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:40.671962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:40.672060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:43.677206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:43.680886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:43.684339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:43.687842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:43.687932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:46.694069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:46.698572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:46.702984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:46.707480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:46.707713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:49.714151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:49.719187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:49.726980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:49.733735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:49.733885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:52.738413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:52.743663] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:52.749209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:52.753694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:52.753777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:55.758120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:55.762119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:55.766097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:55.770073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:55.770163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:04:58.774698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:04:58.778680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:04:58.782750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:04:58.786544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:04:58.786668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:01.790791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:01.794592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:01.798513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:01.802919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:01.803014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:04.808723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:04.813554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:04.818134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:04.822350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:04.822593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:07.827485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:07.831326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:07.835252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:07.839098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:07.839219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:10.845101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:10.850488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:10.855597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:10.859726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:10.859831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:13.864331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:13.871850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:13.876120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:13.879940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:13.880023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:16.886731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:16.890965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:16.894932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:16.898564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:16.898670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:19.903404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:19.907436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:19.911456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:19.915253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:19.915346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:22.920626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:22.925739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:22.930511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:22.934221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:22.934306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:25.938997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:25.943773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:25.948331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:25.953330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:25.953466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:28.958945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:28.963574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:28.968197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:28.973209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:28.973306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:31.978095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:31.981710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:31.985293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:31.988789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:31.988866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:34.994754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:34.999986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:35.005745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:35.010863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:35.010990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:38.016473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:38.020426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:38.024538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:38.029140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:38.029264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:41.033977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:41.037682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:41.041414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:41.045033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:41.045128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:44.050129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:44.054296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:44.058571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:44.062539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:44.062675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:47.067824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:47.071934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:47.076616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:47.082198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:47.082326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:50.087257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:50.091032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:50.095050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:50.099050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:50.099157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:53.104975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:53.109040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:53.112969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:53.116417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:53.116506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:56.122560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:56.128255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:56.133056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:56.138216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:56.138339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:05:59.143985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:05:59.147733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:05:59.151062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:05:59.154923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:05:59.155055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:02.161815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:02.167252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:02.171975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:02.177288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:02.177559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:05.182265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:05.186070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:05.191338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:05.196665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:05.196782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:08.201934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:08.205937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:08.211934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:08.216253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:08.216362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:11.221373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:11.225407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:11.229893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:11.233777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:11.233885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:14.239007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:14.243329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:14.247472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:14.251580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:14.251722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:17.256898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:17.261540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:17.265560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:17.269342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:17.269435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:20.274531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:20.278736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:20.282796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:20.286684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:20.286785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:23.293513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:23.298194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:23.302876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:23.306871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:23.306973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:26.316161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:26.321769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:26.325935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:26.329983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:26.330098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:29.335624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:29.340095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:29.344550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:29.348882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:29.349011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:32.353612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:32.357369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:32.361567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:32.365427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:32.365516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:35.371549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:35.375863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:35.379870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:35.384395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:35.384529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:38.390455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:38.395912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:38.401056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:38.406781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:38.406921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:41.412756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:41.417963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:41.422965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:41.427681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:41.427844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:44.432116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:44.436180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:44.440119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:44.444211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:44.444311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:47.450111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:47.454202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:47.458303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:47.462288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:47.462380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:50.467195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:50.471964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:50.476450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:50.480270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:50.480365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:53.488192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:53.492910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:53.497287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:53.501763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:53.501843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:56.508026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:56.512180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:56.516388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:56.520544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:56.520681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:06:59.525486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:06:59.529544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:06:59.533681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:06:59.537824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:06:59.537937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:02.544940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:02.550309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:02.554200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:02.558230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:02.558344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:05.562662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:05.566297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:05.570856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:05.574570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:05.574682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:08.580479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:08.585832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:08.591390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:08.596578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:08.596728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:11.601742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:11.605717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:11.610024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:11.614007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:11.614099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:14.619055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:14.624166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:14.628370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:14.632827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:14.632909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:17.638093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:17.642425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:17.646259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:17.649966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:17.650050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:20.655731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:20.660934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:20.666008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:20.671680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:20.671832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:23.676492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:23.681258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:23.686534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:23.690934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:23.691054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:26.695821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:26.700548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:26.704892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:26.708985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:26.709089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:29.713748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:29.718114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:29.722167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:29.727070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:29.727181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:32.733369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:32.738800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:32.744228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:32.748701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:32.748859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:35.753874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:35.758746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:35.763454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:35.767408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:35.767504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:38.773277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:38.779355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:38.784863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:38.788991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:38.789080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:41.795701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:41.802678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:41.807696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:41.811896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:41.812007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:44.816167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:44.819984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:44.823683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:44.827354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:44.827446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:47.831405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:47.834951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:47.838557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:47.841983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:47.842067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:50.846617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:50.851334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:50.855345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:50.859333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:50.859445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:53.865269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:53.869658] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:53.873870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:53.877481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:53.877569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:56.882042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:56.886094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:56.890010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:56.894538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:56.894694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:07:59.900007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:07:59.904307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:07:59.908393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:07:59.912108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:07:59.912205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:02.919353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:02.924309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:02.928687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:02.932673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:02.932769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:05.937694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:05.941863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:05.946086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:05.949826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:05.949913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:08.954279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:08.958290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:08.962165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:08.965941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:08.966035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:11.971017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:11.974872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:11.978481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:11.982483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:11.982564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:14.987757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:14.992009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:14.996502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:15.000996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:15.001084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:18.006070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:18.009670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:18.013067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:18.016553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:18.016635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:21.021811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:21.026403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:21.029919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:21.034375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:21.034451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:24.041363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:24.046341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:24.051492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:24.055435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:24.055532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:27.059942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:27.064325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:27.068059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:27.071669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:27.071751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:30.076399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:30.080783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:30.084973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:30.089042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:30.089280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:33.094220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:33.099337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:33.103733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:33.107744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:33.107846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:36.113132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:36.116959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:36.120858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:36.124458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:36.124554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:39.131015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:39.135151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:39.140166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:39.145349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:39.145466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:42.151002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:42.155089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:42.159006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:42.162879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:42.163053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:45.168114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:45.171738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:45.176239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:45.180073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:45.180156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:48.185067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:48.189034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:48.192476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:48.195933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:48.196014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:51.203046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:51.207586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:51.211544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:51.215505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:51.215723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:54.221708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:54.227529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:54.233464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:54.238501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:54.238635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:08:57.243327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:08:57.248491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:08:57.252590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:08:57.256510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:08:57.256614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:00.261916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:00.265766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:00.272157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:00.276875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:00.277001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:03.283515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:03.288615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:03.294099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:03.299631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:03.299801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:06.304405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:06.308797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:06.313081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:06.317021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:06.317140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:09.322048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:09.326389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:09.330739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:09.334706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:09.334790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:12.339525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:12.343522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:12.347706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:12.351563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:12.351685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:15.358411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:15.363346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:15.368536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:15.372929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:15.373050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:18.379980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:18.385869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:18.390171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:18.393875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:18.393991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:21.400504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:21.406217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:21.411340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:21.416142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:21.416293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:24.420826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:24.425282] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:24.429425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:24.432828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:24.432914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:27.439349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:27.443320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:27.446785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:27.450483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:27.450565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:30.455278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:30.460235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:30.464845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:30.473056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:30.473197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:33.478120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:33.481964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:33.485527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:33.489301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:33.489390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:36.495374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:36.500432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:36.505288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:36.510014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:36.510132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:39.514482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:39.518007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:39.521582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:39.525046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:39.525132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:42.530018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:42.533729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:42.537192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:42.540603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:42.540720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:45.545531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:45.549832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:45.553825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:45.557677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:45.557786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:48.562908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:48.566954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:48.570855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:48.574613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:48.574733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:51.579430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:51.583462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:51.587164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:51.590798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:51.590882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:54.598440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:54.603466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:54.608770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:54.614207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:54.614368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:09:57.619551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:09:57.623753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:09:57.628118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:09:57.633032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:09:57.633151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:00.637923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:00.641886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:00.645767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:00.649928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:00.650058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:03.657579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:03.662873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:03.667620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:03.673252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:03.673399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:06.678000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:06.684536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:06.688473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:06.692410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:06.692507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:09.698109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:09.702106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:09.705939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:09.709417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:09.709498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:12.713773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:12.717968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:12.725479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:12.729856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:12.730008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:15.735245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:15.740600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:15.744985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:15.749340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:15.749458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:18.756077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:18.759900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:18.763558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:18.767546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:18.767777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:21.773435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:21.777801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:21.782865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:21.788032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:21.788192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:24.983417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:24.989150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:24.994167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:24.998814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:24.998917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:28.004063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:28.009204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:28.013604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:28.017712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:28.017812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:31.022400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:31.028031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:31.032468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:31.036906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:31.037046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:34.044123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:34.049434] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:34.054127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:34.059266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:34.059531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:37.064489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:37.069387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:37.074253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:37.079160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:37.079274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:40.086702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:40.092512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:40.098309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:40.103474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:40.103593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:43.108499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:43.112407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:43.116128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:43.119747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:43.119836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:46.124941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:46.133247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:46.137919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:46.142447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:46.142559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:49.146712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:49.151250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:49.155190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:49.158895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:49.158978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:52.164386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:52.168763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:52.172573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:52.176430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:52.176547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:55.182514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:55.188013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:55.193488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:55.198534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:55.198676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:10:58.203290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:10:58.206936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:10:58.210606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:10:58.214961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:10:58.215075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:01.220458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:01.224300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:01.228032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:01.231976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:01.232075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:04.236689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:04.240315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:04.243836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:04.247168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:04.247280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:07.252636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:07.257077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:07.261309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:07.265693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:07.265806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:10.271234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:10.275509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:10.280482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:10.285665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:10.285790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:13.292884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:13.299355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:13.305110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:13.310521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:13.310632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:16.315594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:16.320379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:16.324438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:16.328300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:16.328391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:19.333625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:19.338492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:19.342853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:19.347219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:19.347350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:22.352532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:22.356366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:22.360601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:22.364474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:22.364570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:25.369963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:25.374634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:25.378964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:25.383000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:25.383101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:28.390338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:28.394428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:28.399686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:28.403715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:28.403908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:31.410090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:31.414699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:31.419369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:31.424426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:31.424520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:34.429310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:34.434601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:34.439016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:34.443287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:34.443384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:37.448711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:37.452676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:37.456781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:37.461870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:37.462023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:40.467473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:40.472065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:40.476391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:40.480637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:40.480755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:43.487548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:43.491978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:43.496835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:43.502468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:43.502608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:46.508232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:46.512205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:46.516140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:46.519959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:46.520069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:49.526372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:49.531685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:49.536342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:49.540383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:49.540481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:52.545470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:52.549222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:52.553340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:52.556966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:52.557051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:55.563057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:55.567916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:55.572122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:55.575514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:55.575599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:11:58.580613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:11:58.584131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:11:58.587920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:11:58.591464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:11:58.591550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:01.597509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:01.601933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:01.605838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:01.609533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:01.609639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:04.613690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:04.617182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:04.620973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:04.624859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:04.624956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:07.630345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:07.634099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:07.637464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:07.640908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:07.640986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:10.648004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:10.654542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:10.660380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:10.665695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:10.665833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:13.675183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:13.679698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:13.684539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:13.689417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:13.689544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:16.695207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:16.699219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:16.703069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:16.707112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:16.707207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:19.712016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:19.716579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:19.721019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:19.725264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:19.725399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:22.730386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:22.734590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:22.739903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:22.744206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:22.744316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:25.751147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:25.761339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:25.766636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:25.770980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:25.771098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:28.775824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:28.779722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:28.783382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:28.787063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:28.787172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:31.793555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:31.798486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:31.803607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:31.808800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:31.808938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:34.815048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:34.819960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:34.825968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:34.831337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:34.831468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:37.837388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:37.843067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:37.848480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:37.853708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:37.853910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:40.859360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:40.863624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:40.868348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:40.872893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:40.873012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:43.882766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:43.888202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:43.893055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:43.897781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:43.897919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:46.902392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:46.906466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:46.911060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:46.916102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:46.916220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:49.921275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:49.925556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:49.929583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:49.933268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:49.933348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:52.938438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:52.943265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:52.947758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:52.951556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:52.951663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:55.956569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:55.962134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:55.967179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:55.971766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:55.971909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:12:58.976204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:12:58.980095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:12:58.983957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:12:58.987852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:12:58.987954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:01.993703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:01.998973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:02.004008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:02.008964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:02.009094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:05.014768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:05.020245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:05.025172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:05.029546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:05.029704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:08.034437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:08.038369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:08.042196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:08.045798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:08.045920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:11.060208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:11.066268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:11.071599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:11.076563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:11.076704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:14.082471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:14.086428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:14.090156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:14.093719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:14.093802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:17.098218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:17.102231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:17.106508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:17.110534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:17.110637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:20.115552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:20.119284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:20.122700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:20.126110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:20.126188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:23.131526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:23.135821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:23.140013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:23.143916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:23.144015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:26.151431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:26.460196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:26.494165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:26.498754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:26.498852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:29.503603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:29.508512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:29.513361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:29.517093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:29.517190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:32.522331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:32.528215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:32.532321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:32.535924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:32.536014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:35.540293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:35.545123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:35.550391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:35.554403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:35.554526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:38.559580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:38.564750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:38.569310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:38.574120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:38.574224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:41.579941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:41.584617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:41.588382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:41.592074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:41.592164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:44.596624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:44.600348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:44.603908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:44.607341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:44.607433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:47.611504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:47.615292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:47.618757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:47.622100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:47.622204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:50.628693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:50.633139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:50.636576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:50.640118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:50.640203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:53.644439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:53.648600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:53.652561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:53.656711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:53.656810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:56.661292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:56.665480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:56.669758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:56.674347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:56.674445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:13:59.679274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:13:59.683890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:13:59.688193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:13:59.692427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:13:59.692546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:02.697326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:02.705109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:02.710348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:02.714425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:02.714542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:05.719536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:05.723825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:05.727955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:05.732782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:05.732894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:08.739104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:08.743272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:08.747064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:08.751162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:08.751264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:11.757709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:11.763450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:11.768016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:11.772151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:11.772273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:14.777210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:14.781933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:14.785832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:14.789284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:14.789383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:17.794862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:17.799387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:17.803476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:17.808338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:17.808511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:20.812928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:20.817380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:20.822481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:20.827787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:20.827915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:23.833039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:23.837209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:23.845294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:23.849080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:23.849166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:26.853943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:26.858592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:26.863035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:26.866903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:26.867001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:29.872102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:29.876261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:29.880456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:29.884296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:29.884387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:32.890374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:32.895202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:32.902341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:32.907439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:32.907694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:35.914258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:35.923365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:35.927504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:35.931107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:35.931186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:38.936207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:38.941222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:38.946115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:38.950812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:38.950922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:41.956356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:41.960756] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:41.965077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:41.969813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:41.970135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:44.974967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:44.979504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:44.985304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:44.990355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:44.990448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:47.995328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:47.999088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:48.004294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:48.009423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:48.009536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:51.015858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:51.021375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:51.027142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:51.031938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:51.032078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:54.037371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:54.042070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:54.046391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:54.050278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:54.050360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:14:57.056902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:14:57.357812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:14:57.392413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:14:57.396125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:14:57.396220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:00.401178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:00.405359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:00.411782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:00.415510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:00.415594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:03.420453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:03.425418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:03.431034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:03.434780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:03.434866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:06.439004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:06.444212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:06.449318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:06.454573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:06.454777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:09.460147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:09.466255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:09.472365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:09.477527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:09.477725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:12.483163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:12.488610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:12.494164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:12.499538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:12.499805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:15.505156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:15.509586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:15.514355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:15.519175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:15.519306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:18.523977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:18.528874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:18.533286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:18.536792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:18.536876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:21.543446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:21.551228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:21.556108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:21.561446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:21.561554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:24.566330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:24.570353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:24.574394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:24.578092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:24.578165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:27.584790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:27.590086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:27.594769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:27.598369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:27.598454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:30.603402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:30.608521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:30.613803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:30.619127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:30.619245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:33.625219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:33.631000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:33.636626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:33.641179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:33.641278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:36.646495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:36.651847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:36.655384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:36.659139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:36.659237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:39.665597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:39.669950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:39.673926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:39.678020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:39.678102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:42.684783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:42.689896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:42.694837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:42.699595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:42.699746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:45.706369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:45.711374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:45.715892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:45.720522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:45.720631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:48.725956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:48.730158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:48.733960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:48.737717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:48.737804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:51.743091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:51.748894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:51.754494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:51.758804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:51.758926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:54.763489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:54.767756] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:54.771625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:54.775621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:54.775732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:15:57.783686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:15:57.790178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:15:57.796099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:15:57.801211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:15:57.801331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:00.806825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:00.813047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:00.818177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:00.824045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:00.824167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:03.829362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:03.836415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:03.842416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:03.848243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:03.848418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:06.853856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:06.858955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:06.863154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:06.867282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:06.867362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:09.873268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:09.878374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:09.882450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:09.886808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:09.886921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:12.891453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:12.895417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:12.899264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:12.903542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:12.903628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:15.909066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:15.913986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:15.918214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:15.922936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:15.923053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:18.928608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:18.933372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:18.937369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:18.941441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:18.941542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:21.948204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:21.955875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:21.961081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:21.966820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:21.966952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:24.971393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:24.975473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:24.980165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:24.984373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:24.984500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:27.990585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:27.996144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:28.001146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:28.005274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:28.005387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:31.011094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:31.015718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:31.020236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:31.024548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:31.024772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:34.030038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:34.034888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:34.039974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:34.044899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:34.044996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:37.051373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:37.056633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:37.062245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:37.067585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:37.067730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:40.072489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:40.076730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:40.080229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:40.084593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:40.084768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:43.089851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:43.093723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:43.097739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:43.101511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:43.101604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:46.106423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:46.110548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:46.115125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:46.119316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:46.119420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:49.123912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:49.128253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:49.132476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:49.136753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:49.136853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:52.142782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:52.146940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:52.150904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:52.154753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:52.154854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:55.162957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:55.168200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:55.172172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:55.176912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:55.177007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:16:58.181510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:16:58.186087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:16:58.191060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:16:58.194704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:16:58.194796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:01.200443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:01.204847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:01.209577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:01.214908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:01.215041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:04.220625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:04.225607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:04.229809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:04.233476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:04.233558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:07.239009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:07.243475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:07.247790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:07.252409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:07.252504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:10.258506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:10.263330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:10.267983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:10.272712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:10.272844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:13.278171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:13.282462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:13.286566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:13.291088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:13.291197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:16.297090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:16.302384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:16.307900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:16.312290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:16.312403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:19.318735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:19.323459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:19.327711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:19.331399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:19.331530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:22.336250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:22.340072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:22.344769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:22.348830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:22.348926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:25.354200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:25.359447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:25.364141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:25.368668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:25.368772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:28.373629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:28.378243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:28.383355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:28.388275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:28.388398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:31.393083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:31.397123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:31.400523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:31.404074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:31.404169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:34.409031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:34.413666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:34.417373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:34.420988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:34.421081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:37.426236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:37.434798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:37.440064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:37.445302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:37.445461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:40.451957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:40.457479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:40.462848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:40.467901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:40.468028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:43.473588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:43.477455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:43.481843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:43.485799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:43.485894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:46.490506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:46.494957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:46.499483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:46.504078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:46.504201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:49.512872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:49.518768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:49.523469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:49.527487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:49.527630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:52.534182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:52.538843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:52.543105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:52.547485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:52.547595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:55.552859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:55.556968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:55.560970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:55.564939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:55.565043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:17:58.571311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:17:58.576182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:17:58.582313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:17:58.587962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:17:58.588097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:01.592254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:01.595811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:01.599259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:01.602687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:01.602774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:04.607137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:04.611510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:04.615487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:04.619409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:04.619522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:07.624515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:07.628998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:07.633595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:07.638075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:07.638170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:10.643927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:10.649326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:10.653224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:10.656922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:10.657010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:13.662980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:13.668182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:13.673710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:13.678090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:13.678198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:16.682851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:16.687430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:16.692529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:16.696919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:16.697078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:19.703982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:19.710256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:19.715156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:19.720285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:19.720676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:22.726389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:22.731565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:22.735820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:22.739705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:22.739795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:25.745278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:25.749315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:25.753060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:25.757440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:25.757524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:28.764637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:28.769708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:28.774072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:28.777535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:28.777683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:31.782845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:31.786359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:31.790563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:31.794273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:31.794384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:34.799761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:34.805024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:34.809384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:34.814198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:34.814314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:37.820283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:37.825110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:37.830277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:37.835617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:37.835834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:40.840955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:40.845090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:40.849251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:40.853450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:40.853557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:43.858489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:43.862435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:43.866429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:43.871259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:43.871354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:46.876494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:46.880579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:46.884462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:46.888900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:46.889033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:49.894630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:49.898927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:49.902509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:49.906115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:49.906203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:52.913888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:52.920822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:52.926243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:52.935578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:52.935756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:55.941480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:55.946211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:55.950525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:55.957153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:55.957271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:18:58.962989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:18:58.971583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:18:58.976592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:18:58.980548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:18:58.980632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:01.987859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:01.993191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:01.998298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:02.003150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:02.003517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:05.012328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:05.016850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:05.020914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:05.024818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:05.024909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:08.029231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:08.032900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:08.036470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:08.041290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:08.041441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:11.046218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:11.050177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:11.054016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:11.057893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:11.057975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:14.063809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:14.067986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:14.072091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:14.076387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:14.076509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:17.082959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:17.087535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:17.091773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:17.096977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:17.097116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:20.102356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:20.107325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:20.112716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:20.119394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:20.119566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:23.125467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:23.129685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:23.133491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:23.137282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:23.137401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:26.142340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:26.146578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:26.150497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:26.154136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:26.154257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:29.161007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:29.166614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:29.171277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:29.175086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:29.175171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:32.180162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:32.183885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:32.187297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:32.193523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:32.193678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:35.199245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:35.203560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:35.207466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:35.211262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:35.211346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:38.215514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:38.219414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:38.224003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:38.229274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:38.229399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:41.234724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:41.239600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:41.244351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:41.249150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:41.249280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:44.253526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:44.257283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:44.263712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:44.267911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:44.268027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:47.274857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:47.280585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:47.285873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:47.291194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:47.291322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:50.295432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:50.299124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:50.302878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:50.306363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:50.306458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:53.311547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:53.315816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:53.321559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:53.325289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:53.325393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:56.330357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:56.334401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:56.338256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:56.342182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:56.342276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:19:59.348350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:19:59.354922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:19:59.360399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:19:59.364962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:19:59.365042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:02.370761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:02.376004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:02.380576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:02.385928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:02.386146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:05.393530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:05.398327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:05.402765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:05.407356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:05.407489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:08.413178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:08.417069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:08.420979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:08.425116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:08.425232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:11.431813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:11.436215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:11.440297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:11.445621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:11.445778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:14.451351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:14.455865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:14.460127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:14.464548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:14.464632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:17.470284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:17.475258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:17.479688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:17.485088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:17.485216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:20.492056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:20.496574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:20.501225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:20.506327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:20.506529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:23.513746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:23.518537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:23.522570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:23.526377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:23.526472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:26.562583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:26.567146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:26.574756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:26.578534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:26.578620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:29.584515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:29.590019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:29.596077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:29.600906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:29.601034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:32.606387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:32.610775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:32.614784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:32.618636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:32.618763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:35.624867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:35.629267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:35.634094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:35.638524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:35.638629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:38.644394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:38.650378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:38.656053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:38.662714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:38.662900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:41.668293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:41.672825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:41.676986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:41.681199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:41.681323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:44.687326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:44.692963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:44.697818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:44.703242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:44.703354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:47.711703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:47.717409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:47.726373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:47.732028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:47.732170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:50.737424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:50.742676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:50.747883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:50.752846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:50.752961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:53.757494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:53.761234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:53.765689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:53.770224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:53.770332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:56.775559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:56.779855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:56.783947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:56.787621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:56.787754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:20:59.792391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:20:59.796932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:20:59.801268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:20:59.804783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:20:59.804887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:02.814343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:02.819139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:02.823678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:02.827704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:02.827788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:05.833360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:05.838264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:05.842384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:05.846269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:05.846379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:08.851559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:08.856952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:08.861034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:08.865103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:08.865244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:11.869391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:11.873709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:11.877510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:11.881163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:11.881250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:14.885548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:14.889901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:14.893889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:14.897478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:14.897584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:17.903305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:17.908692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:17.914198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:17.918803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:17.918915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:20.924520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:20.930141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:20.934436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:20.938923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:20.939042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:23.944552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:23.949329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:23.954853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:23.959888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:23.959990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:26.964865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:26.969617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:26.973719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:26.978266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:26.978386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:29.984745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:29.990818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:29.995914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:29.999899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:29.999996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:33.005180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:33.010781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:33.016480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:33.021181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:33.021295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:36.027058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:36.033127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:36.038958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:36.044692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:36.044842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:39.049129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:39.053863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:39.057969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:39.061686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:39.061777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:42.066140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:42.073847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:42.077927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:42.081759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:42.081857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:45.086164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:45.089835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:45.093292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:45.096781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:45.096861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:48.104603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:48.109356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:48.114343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:48.119408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:48.119548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:51.125504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:51.129729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:51.134397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:51.138544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:51.138670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:54.144041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:54.148514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:54.152445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:54.156357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:54.156590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:21:57.162274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:21:57.166615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:21:57.170416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:21:57.175632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:21:57.175766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:00.181937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:00.186417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:00.190779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:00.194297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:00.194380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:03.200777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:03.206207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:03.211758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:03.216746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:03.216877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:06.221789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:06.225390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:06.229014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:06.232639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:06.232758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:09.238693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:09.243614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:09.248633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:09.255492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:09.255920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:12.262160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:12.267080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:12.271145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:12.274773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:12.274871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:15.280709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:15.285012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:15.289621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:15.294300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:15.294414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:18.299749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:18.303872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:18.307788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:18.311544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:18.311687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:21.322154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:21.327391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:21.331437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:21.335371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:21.335458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:24.341794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:24.346385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:24.350807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:24.355418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:24.355543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:27.361131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:27.365719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:27.370425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:27.374676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:27.374773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:30.381426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:30.386498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:30.391451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:30.396275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:30.396361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:33.401212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:33.405325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:33.409990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:33.413790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:33.413886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:36.418931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:36.422487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:36.426008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:36.429881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:36.429967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:39.434807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:39.438422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:39.441966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:39.445432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:39.445524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:42.453856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:42.460135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:42.469287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:42.477822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:42.478093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:45.483100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:45.486919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:45.496534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:45.500352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:45.500447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:48.506923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:48.512475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:48.518247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:48.522478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:48.522600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:51.527257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:51.534134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:51.538037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:51.541771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:51.541857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:54.547060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:54.551349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:54.555540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:54.559866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:54.559970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:22:57.565289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:22:57.570525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:22:57.575154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:22:57.579316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:22:57.579415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:00.584916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:00.589375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:00.594068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:00.598666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:00.598779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:03.603789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:03.607842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:03.612785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:03.617668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:03.617808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:06.624193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:06.628701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:06.632430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:06.636172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:06.636275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:09.640903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:09.644752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:09.648331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:09.651972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:09.652063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:12.658498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:12.662453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:12.666435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:12.674326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:12.674415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:15.679132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:15.682932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:15.686513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:15.690175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:15.690454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:18.695763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:18.699796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:18.703603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:18.707692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:18.707808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:21.714135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:21.719712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:21.723694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:21.727591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:21.727750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:24.732752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:24.737218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:24.741284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:24.745306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:24.745392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:27.750502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:27.785891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:27.821447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:27.826454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:27.826566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:30.831038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:30.835776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:30.840051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:30.843785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:30.843879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:33.848202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:33.852129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:33.856154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:33.861784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:33.861907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:36.866725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:36.871147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:36.875683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:36.879463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:36.879553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:39.885980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:39.890546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:39.895141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:39.898764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:39.898857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:42.904010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:42.912254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:42.916582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:42.920291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:42.920382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:45.925578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:45.929803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:45.934358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:45.938520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:45.938617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:48.943664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:48.947859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:48.952107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:48.955850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:48.955961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:51.961242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:51.965349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:51.969611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:51.973364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:51.973462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:54.978613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:54.982516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:54.986080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:54.989932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:54.990049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:23:57.995115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:23:58.002386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:23:58.006831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:23:58.010391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:23:58.010471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:01.014861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:01.019132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:01.023446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:01.027226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:01.027346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:04.032170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:04.036021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:04.039710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:04.043718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:04.043808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:07.050218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:07.054453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:07.058492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:07.062300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:07.062574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:10.066788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:10.070895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:10.074871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:10.078729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:10.078824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:13.083990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:13.087909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:13.092031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:13.096218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:13.096334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:16.101728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:16.105491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:16.108941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:16.112336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:16.112418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:19.119322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:19.123765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:19.128318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:19.132326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:19.132439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:22.137445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:22.145121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:22.149667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:22.154491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:22.154613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:25.158779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:25.162523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:25.166797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:25.170477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:25.170567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:28.176868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:28.182686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:28.188444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:28.194469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:28.194600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:31.200018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:31.204903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:31.209180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:31.212724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:31.212817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:34.218421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:34.222269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:34.226326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:34.230258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:34.230377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:37.236153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:37.240486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:37.244281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:37.248386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:37.248487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:40.253696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:40.258375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:40.262559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:40.266498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:40.266606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:43.272310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:43.277222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:43.281024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:43.285458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:43.285557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:46.291046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:46.294954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:46.298759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:46.302636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:46.302730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:49.308298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:49.312610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:49.316528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:49.320442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:49.320531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:52.325877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:52.331121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:52.336302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:52.342282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:52.342509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:55.347148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:55.350945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:55.354802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:55.358304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:55.358393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:24:58.363801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:24:58.367978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:24:58.372120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:24:58.376590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:24:58.376755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:01.382901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:01.387788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:01.394358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:01.399149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:01.399306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:04.404166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:04.407959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:04.411964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:04.416838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:04.416944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:07.422255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:07.426063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:07.430835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:07.434802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:07.434888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:10.440951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:10.445281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:10.449309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:10.453850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:10.453963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:13.460395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:13.465279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:13.470072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:13.475230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:13.475337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:16.480858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:16.485441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:16.490447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:16.495391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:16.495516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:19.500842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:19.505872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:19.510044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:19.513586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:19.513742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:22.520542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:22.524878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:22.529768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:22.534566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:22.534714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:25.539974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:25.543997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:25.547670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:25.551213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:25.551296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:28.556095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:28.559721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:28.563231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:28.566795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:28.566892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:31.574121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:31.578591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:31.583626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:31.587304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:31.587388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:34.592062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:34.595728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:34.599680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:34.603777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:34.603879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:37.610274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:37.614871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:37.619118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:37.623079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:37.623195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:40.628042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:40.631944] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:40.636002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:40.639926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:40.640035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:43.644809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:43.648939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:43.652856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:43.656665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:43.656759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:46.663492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:46.671511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:46.676206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:46.680596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:46.680729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:49.686291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:49.697011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:49.701740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:49.705936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:49.706054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:52.710980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:52.715146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:52.720227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:52.724158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:52.724248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:55.728804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:55.732415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:55.736753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:55.740549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:55.740676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:25:58.746704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:25:58.751400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:25:58.755870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:25:58.759928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:25:58.760067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:01.766011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:01.770834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:01.775508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:01.779256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:01.779347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:04.784227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:04.789579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:04.793808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:04.798185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:04.798305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:07.803894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:07.808666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:07.813060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:07.817802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:07.817907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:10.824612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:10.830135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:10.835683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:10.841915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:10.842094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:13.847867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:13.853370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:13.859381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:13.863997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:13.864084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:16.868738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:16.872915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:16.876957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:16.884141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:16.884232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:19.890048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:19.894240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:19.898607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:19.904233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:19.904374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:22.909777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:22.913952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:22.917915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:22.921807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:22.921912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:25.927682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:25.932717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:25.937622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:25.941839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:25.941925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:28.946103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:28.949935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:28.953571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:28.957490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:28.957603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:31.964244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:31.969225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:31.973947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:31.977467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:31.977586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:34.981611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:34.985381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:34.989255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:34.993124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:34.993215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:37.997909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:38.001832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:38.005779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:38.009468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:38.009548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:41.014690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:41.019519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:41.023037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:41.026497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:41.026582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:44.032403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:44.037792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:44.043000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:44.047071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:44.047191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:47.052061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:47.056319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:47.060089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:47.063763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:47.063861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:50.068170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:50.072671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:50.076824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:50.080589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:50.080713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:53.087452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:53.096115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:53.100628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:53.105436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:53.105590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:56.110027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:56.113698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:56.117250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:56.121006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:56.121090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:26:59.125888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:26:59.130292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:26:59.134726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:26:59.138631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:26:59.138746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:02.330250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:02.365698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:02.370568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:02.374416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:02.374500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:05.380050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:05.385003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:05.389231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:05.393045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:05.393146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:08.398499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:08.402954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:08.407771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:08.412550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:08.412719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:11.417538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:11.421569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:11.425580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:11.429373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:11.429473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:14.434177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:14.438222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:14.442422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:14.446718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:14.446845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:17.451458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:17.456166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:17.460987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:17.465852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:17.465976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:20.470484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:20.474471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:20.478355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:20.482999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:20.483108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:23.488458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:23.492769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:23.496707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:23.501523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:23.501669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:26.506588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:26.510623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:26.514517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:26.518408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:26.518501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:29.523607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:29.527275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:29.530898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:29.534329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:29.534412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:32.540134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:32.544817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:32.549254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:32.552882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:32.552984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:35.557343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:35.561101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:35.564612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:35.568160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:35.568252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:38.574068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:38.578412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:38.582329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:38.586909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:38.587029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:41.591704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:41.595769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:41.599543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:41.603283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:41.603367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:44.607502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:44.611148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:44.614860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:44.618688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:44.618785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:47.624550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:47.628852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:47.633023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:47.636567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:47.636671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:50.642289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:50.646386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:50.649881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:50.653357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:50.653443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:53.658285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:53.662152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:53.665910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:53.670177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:53.670272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:56.675024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:56.678676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:56.682340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:56.686025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:56.686127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:27:59.691997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:27:59.697082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:27:59.701923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:27:59.705978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:27:59.706065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:02.711080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:02.715393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:02.719630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:02.723006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:02.723086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:05.729179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:05.734130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:05.738961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:05.743553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:05.743678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:08.748611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:08.752883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:08.757254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:08.761878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:08.761990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:11.767235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:11.771551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:11.775575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:11.779699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:11.779819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:14.785216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:14.790675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:14.794974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:14.799442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:14.799534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:17.807439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:17.814632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:17.821041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:17.828334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:17.828501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:20.833803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:20.837901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:20.841839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:20.845419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:20.845505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:23.850858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:23.854968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:23.858872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:23.862676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:23.862767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:26.867072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:26.870966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:26.874597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:26.878178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:26.878267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:29.883261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:29.887111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:29.891007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:29.895098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:29.895216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:32.901547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:32.906982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:32.911477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:32.915259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:32.915374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:35.919682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:35.923480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:35.927960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:35.932039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:35.932202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:38.937087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:38.941553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:38.945711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:38.949739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:38.949846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:41.954950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:41.959138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:41.962789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:41.966501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:41.966629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:44.971871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:44.976138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:44.980834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:44.985082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:44.985201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:47.992091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:47.996380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:48.000534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:48.005077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:48.005222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:51.011278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:51.015344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:51.019684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:51.023896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:51.023998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:54.029432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:54.033414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:54.037418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:54.041498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:54.041606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:28:57.049404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:28:57.055811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:28:57.060737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:28:57.065613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:28:57.065762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:00.074460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:00.078123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:00.081920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:00.086092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:00.086178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:03.091527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:03.096492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:03.101463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:03.105566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:03.105671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:06.110093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:06.114018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:06.118112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:06.121863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:06.121951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:09.127593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:09.131862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:09.135518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:09.139759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:09.139894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:12.144840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:12.149063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:12.153186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:12.157086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:12.157219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:15.162793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:15.166775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:15.170679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:15.174757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:15.174899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:18.180691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:18.184350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:18.189232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:18.192942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:18.193023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:21.198214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:21.202128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:21.206748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:21.211381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:21.211489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:24.216432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:24.220482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:24.224328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:24.228404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:24.228514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:27.235138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:27.242850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:27.247417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:27.251447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:27.251551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:30.256058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:30.259919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:30.264005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:30.267537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:30.267677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:33.273230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:33.277354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:33.282501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:33.286213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:33.286296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:36.290696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:36.294595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:36.298726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:36.302524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:36.302631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:39.308813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:39.312747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:39.316502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:39.320291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:39.320419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:42.325942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:42.330061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:42.333626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:42.337726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:42.337817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:45.342904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:45.347006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:45.351124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:45.355123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:45.355227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:48.359815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:48.364366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:48.368574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:48.372868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:48.372979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:51.378183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:51.382368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:51.385910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:51.389726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:51.389807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:54.396062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:54.401296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:54.405850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:54.409880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:54.410004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:29:57.415530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:29:57.420624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:29:57.425489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:29:57.430090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:29:57.430202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:00.434876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:00.438684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:00.442367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:00.446214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:00.446367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:03.452451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:03.457892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:03.462554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:03.466324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:03.466428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:06.471867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:06.475911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:06.481007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:06.485351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:06.485459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:09.490710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:09.494897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:09.498942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:09.502893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:09.502995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:12.508162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:12.513086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:12.516819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:12.520580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:12.520712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:15.525465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:15.529778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:15.533527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:15.537154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:15.537280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:18.542378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:18.546682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:18.551450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:18.556273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:18.556378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:21.562028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:21.567968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:21.573463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:21.578560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:21.578737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:24.583589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:24.587484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:24.591445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:24.595452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:24.595533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:27.633147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:27.637256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:27.641380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:27.646064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:27.646171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:30.651522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:30.656157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:30.660106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:30.663897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:30.663991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:33.669285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:33.674345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:33.679022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:33.682998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:33.683106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:36.687635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:36.691341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:36.694746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:36.698114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:36.698199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:39.703000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:39.707083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:39.711066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:39.714767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:39.714874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:42.719513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:42.723901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:42.728870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:42.733797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:42.733913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:45.739108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:45.742896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:45.746455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:45.750093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:45.750186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:48.755993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:48.761049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:48.765379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:48.770192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:48.770289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:51.775917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:51.780636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:51.785475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:51.790965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:51.791079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:54.796203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:54.801132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:54.806180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:54.811376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:54.811519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:30:57.816043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:30:57.819979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:30:57.824163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:30:57.828151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:30:57.828242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:00.835082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:00.840122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:00.845317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:00.849672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:00.849769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:03.856176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:03.862717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:03.868494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:03.874157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:03.874271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:06.884137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:06.889348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:06.894152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:06.898990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:06.899103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:09.904364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:09.908895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:09.912737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:09.916568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:09.916673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:12.922159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:12.926256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:12.930134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:12.933726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:12.933815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:15.939134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:15.943513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:15.947400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:15.951358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:15.951468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:18.956130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:18.960390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:18.964388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:18.968615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:18.968838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:21.978463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:21.983204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:21.987389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:21.991859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:21.992003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:24.996909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:25.001014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:25.005176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:25.009336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:25.009478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:28.014385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:28.018741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:28.023018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:28.027153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:28.027251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:31.034427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:31.038483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:31.042634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:31.047635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:31.047782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:34.352097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:34.386619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:34.392695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:34.397399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:34.397541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:37.401368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:37.404780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:37.408277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:37.411637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:37.411744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:40.417667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:40.422917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:40.427824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:40.432548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:40.432676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:43.437281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:43.440970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:43.444892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:43.448258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:43.448336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:46.454229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:46.458601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:46.462566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:46.466248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:46.466326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:49.471609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:49.476073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:49.480526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:49.484806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:49.484929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:52.491052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:52.496075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:52.500750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:52.505309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:52.505426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:55.510613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:55.514880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:55.518498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:55.521960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:55.522043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:31:58.527271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:31:58.531970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:31:58.536828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:31:58.541590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:31:58.541736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:01.546855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:01.550998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:01.554955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:01.558913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:01.559023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:04.563326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:04.567090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:04.570661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:04.574250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:04.574358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:07.579295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:07.584062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:07.589026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:07.593307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:07.593435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:10.598325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:10.602746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:10.606850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:10.610755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:10.610861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:13.615875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:13.620404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:13.625557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:13.629870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:13.629974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:16.635130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:16.639432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:16.643703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:16.648195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:16.648299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:19.652554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:19.656488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:19.661322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:19.666117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:19.666230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:22.671513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:22.675539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:22.679297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:22.683430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:22.683552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:25.688923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:25.692630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:25.696300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:25.700956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:25.701072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:28.706444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:28.710943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:28.714716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:28.718293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:28.718380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:31.724270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:31.730407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:31.735560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:31.740237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:31.740367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:34.746903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:34.752428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:34.758139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:34.763353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:34.763480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:37.768545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:37.772212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:37.775742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:37.779713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:37.779872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:40.784700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:40.788980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:40.792944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:40.796786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:40.796885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:43.802593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:43.806574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:43.810365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:43.814703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:43.814904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:46.820820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:46.825606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:46.829048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:46.832342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:46.832421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:49.839049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:49.844187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:49.848885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:49.853520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:49.853772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:52.859080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:52.863996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:52.868041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:52.871833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:52.871926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:55.877908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:55.882386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:55.887093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:55.892088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:55.892219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:32:58.897296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:32:58.901473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:32:58.906236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:32:58.911417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:32:58.911666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:01.917789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:01.922287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:01.928153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:01.932229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:01.932341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:04.936942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:04.950698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:04.955430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:04.959038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:04.959121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:07.964211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:07.969263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:07.973346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:07.976994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:07.977097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:10.981533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:10.985673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:10.990391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:10.995247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:10.995357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:14.000303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:14.005479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:14.010597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:14.015754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:14.015861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:17.021502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:17.026369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:17.030590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:17.034840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:17.034943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:20.039012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:20.042916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:20.046580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:20.050146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:20.050220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:23.055617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:23.059513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:23.063176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:23.067081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:23.067180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:26.073080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:26.079125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:26.084500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:26.090070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:26.090215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:29.095707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:29.385306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:29.419606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:29.423504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:29.423588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:32.428907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:32.432892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:32.436915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:32.441066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:32.441161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:35.474390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:35.509385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:35.544969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:35.549932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:35.550049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:38.555042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:38.560352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:38.565210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:38.569817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:38.569954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:41.574309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:41.578361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:41.581946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:41.586559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:41.586810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:44.591380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:44.595994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:44.600017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:44.604370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:44.604696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:47.611167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:47.616245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:47.627195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:47.632534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:47.632760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:50.638367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:50.642287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:50.645947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:50.649823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:50.649948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:53.655591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:53.660840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:53.666197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:53.671248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:53.671401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:56.677435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:56.681901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:56.686241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:56.690281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:56.690935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:33:59.695716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:33:59.700185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:33:59.705047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:33:59.710419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:33:59.710544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:02.714827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:02.718525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:02.722004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:02.725400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:02.725480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:05.735506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:05.739587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:05.744024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:05.748766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:05.748936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:08.755753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:08.761565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:08.768469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:08.774370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:08.774512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:11.779185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:11.784045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:11.788811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:11.793222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:11.793380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:14.798172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:14.802573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:14.807039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:14.811714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:14.811843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:17.817435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:17.821936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:17.826098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:17.830456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:17.830586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:20.835771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:20.839795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:20.843606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:20.847448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:20.847527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:23.852296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:23.856160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:23.860418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:23.864505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:23.864613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:26.870534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:26.875360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:26.879847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:26.884107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:26.884222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:29.889759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:29.894084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:29.897851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:29.901855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:29.901940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:32.909815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:32.915936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:32.920970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:32.926078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:32.926259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:35.931888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:35.936406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:35.941018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:35.944822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:35.944908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:38.949699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:38.953618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:38.958670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:38.963810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:38.963942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:41.969028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:41.973939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:41.979998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:41.985751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:41.985899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:44.991164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:44.996087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:45.001063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:45.005264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:45.005379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:48.009669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:48.013430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:48.017035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:48.020780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:48.020859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:51.025523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:51.029548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:51.033582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:51.037094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:51.037176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:54.042636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:54.047733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:54.052867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:54.058357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:54.058485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:34:57.065349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:34:57.069734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:34:57.073987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:34:57.078698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:34:57.078796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:00.083426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:00.089743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:00.094081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:00.097523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:00.097626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:03.102429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:03.106288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:03.109964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:03.113524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:03.113605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:06.325222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:06.362274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:06.401963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:06.406786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:06.406903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:09.412268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:09.417698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:09.422147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:09.426125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:09.426232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:12.431257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:12.435732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:12.443339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:12.448037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:12.448142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:15.452596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:15.456629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:15.466332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:15.470860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:15.470966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:18.475939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:18.479706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:18.483590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:18.487355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:18.487460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:21.491503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:21.495700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:21.499885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:21.503842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:21.503945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:24.509478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:24.515172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:24.520789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:24.526525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:24.526681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:27.531240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:27.535494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:27.539237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:27.542617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:27.542717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:30.547603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:30.552062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:30.556532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:30.560285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:30.560379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:33.564945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:33.568885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:33.572682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:33.576496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:33.576580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:36.582395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:36.586728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:36.591215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:36.596588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:36.596779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:39.602124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:39.607167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:39.612457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:39.617454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:39.617557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:42.622363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:42.626385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:42.630350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:42.634100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:42.634196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:45.639599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:45.644033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:45.648904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:45.653246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:45.653359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:48.658885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:48.663020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:48.666982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:48.670746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:48.670870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:51.675874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:51.679813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:51.683724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:51.687451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:51.687546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:54.694199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:54.699732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:54.705100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:54.710932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:54.711072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:35:57.716385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:35:57.720468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:35:57.724139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:35:57.728016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:35:57.728108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:00.733082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:00.736712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:00.740212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:00.744233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:00.744339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:03.751138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:03.756843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:03.761712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:03.766998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:03.767116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:06.774866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:06.780849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:06.785947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:06.790134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:06.790255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:09.796450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:09.800891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:09.804849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:09.808950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:09.809062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:12.814254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:12.818240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:12.822284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:12.826429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:12.826548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:15.832219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:15.836819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:15.841127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:15.845301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:15.845419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:18.850380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:18.854116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:18.857995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:18.862764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:18.862873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:21.870190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:21.875103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:21.879629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:21.884216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:21.884316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:24.889636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:24.894140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:24.899157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:24.903487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:24.903582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:27.908281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:27.912598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:27.916704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:27.920847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:27.920945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:30.925381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:30.930156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:30.934909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:30.939778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:30.939895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:33.944251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:33.948319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:33.952174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:33.956041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:33.956137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:36.961031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:36.966025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:36.971223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:36.975258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:36.975368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:39.980086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:39.984224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:39.988409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:39.992406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:39.992520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:42.996896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:43.000911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:43.005170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:43.009276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:43.009433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:46.015229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:46.020031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:46.024709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:46.029338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:46.029456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:49.034599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:49.039123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:49.043140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:49.046732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:49.046824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:52.051528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:52.055103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:52.059684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:52.065190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:52.065308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:55.074251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:55.078390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:55.082178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:55.085830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:55.085915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:36:58.091267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:36:58.095759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:36:58.099964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:36:58.103472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:36:58.103562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:01.108064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:01.112122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:01.116977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:01.121486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:01.121588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:04.128885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:04.135297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:04.142362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:04.148464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:04.148636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:07.153670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:07.158072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:07.162420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:07.165994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:07.166081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:10.172041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:10.176907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:10.181472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:10.186141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:10.186229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:13.191344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:13.195050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:13.198660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:13.202278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:13.202369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:16.206800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:16.211840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:16.216434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:16.221378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:16.221477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:19.227129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:19.232181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:19.236798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:19.240757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:19.240839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:22.245907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:22.250164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:22.254280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:22.258324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:22.258682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:25.263748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:25.268099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:25.271822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:25.275410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:25.275501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:28.282351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:28.286242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:28.290094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:28.294829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:28.294964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:31.305173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:31.309211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:31.313164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:31.317308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:31.317430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:34.322909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:34.327906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:34.332270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:34.336282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:34.336507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:37.343357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:37.348343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:37.352801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:37.356328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:37.356414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:40.362867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:40.368035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:40.373442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:40.377595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:40.377713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:43.382906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:43.386954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:43.390785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:43.394447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:43.394545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:46.399691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:46.403628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:46.407245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:46.411699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:46.411846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:49.416977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:49.424138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:49.428357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:49.432159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:49.432246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:52.438935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:52.442846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:52.447909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:52.452204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:52.452285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:55.458339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:55.463357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:55.468371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:55.474077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:55.474182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:37:58.479261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:37:58.483499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:37:58.487666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:37:58.491682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:37:58.491781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:01.497119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:01.505335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:01.510068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:01.514373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:01.514489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:04.519312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:04.523463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:04.527513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:04.531307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:04.531394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:07.536749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:07.541381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:07.545600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:07.549476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:07.549586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:10.553921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:10.557912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:10.561569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:10.565124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:10.565207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:13.572270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:13.577396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:13.583555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:13.589262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:13.589555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:16.595005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:16.598933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:16.602936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:16.607995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:16.608161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:19.612548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:19.616451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:19.620695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:19.624819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:19.624922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:22.629691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:22.633578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:22.637249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:22.641313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:22.641415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:25.646057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:25.650814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:25.655090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:25.659138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:25.659251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:28.667277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:28.673219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:28.678571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:28.682393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:28.682490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:31.686924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:31.691245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:31.695147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:31.698618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:31.698726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:34.703161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:34.708606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:34.713821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:34.718324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:34.718483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:37.725576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:37.730178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:37.734849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:37.738256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:37.738338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:40.743460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:40.748467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:40.752896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:40.757139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:40.757274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:43.762179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:43.766181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:43.770215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:43.774257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:43.774370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:46.778930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:46.782689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:46.786234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:46.789832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:46.789951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:49.795122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:49.799670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:49.803769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:49.808441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:49.808575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:52.814456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:52.818437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:52.823080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:52.828109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:52.828204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:55.834490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:55.838872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:55.842848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:55.846330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:55.846410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:38:58.851313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:38:58.856026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:38:58.859834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:38:58.863159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:38:58.863240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:01.869095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:01.873214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:01.876892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:01.880412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:01.880498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:04.885384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:04.888988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:04.892432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:04.896975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:04.897102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:07.904399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:07.911184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:07.917056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:07.925282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:07.925418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:10.931931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:10.936849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:10.942117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:10.947065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:10.947192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:13.952334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:13.957092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:13.961702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:13.965610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:13.965714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:16.971727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:16.977548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:16.982091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:16.986136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:16.986239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:19.991009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:19.995682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:19.999898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:20.003838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:20.003933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:23.009093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:23.013546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:23.018152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:23.022334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:23.022427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:26.028691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:26.038382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:26.043512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:26.048962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:26.049100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:29.056010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:29.060635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:29.065284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:29.069335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:29.069411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:32.074876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:32.079336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:32.084245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:32.087851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:32.087937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:35.092546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:35.095955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:35.100019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:35.103436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:35.103517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:38.109084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:38.113601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:38.118143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:38.310519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:38.310692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:41.316291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:41.319964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:41.324034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:41.328066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:41.328196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:44.333389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:44.337106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:44.341084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:44.345019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:44.345128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:47.350225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:47.354150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:47.358524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:47.363140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:47.363278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:50.369392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:50.373492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:50.377188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:50.381596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:50.381761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:53.387510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:53.391201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:53.394634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:53.398699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:53.398817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:56.404122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:56.408337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:56.413561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:56.417929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:56.418043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:39:59.424152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:39:59.428291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:39:59.432750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:39:59.437280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:39:59.437433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:02.443252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:02.447363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:02.451198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:02.455392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:02.455505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:05.460662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:05.464778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:05.468798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:05.472520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:05.472619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:08.480275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:08.485933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:08.490761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:08.494373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:08.494476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:11.499218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:11.503837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:11.512509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:11.518092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:11.518200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:14.522784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:14.526478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:14.530251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:14.533853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:14.533944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:17.539726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:17.543513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:17.546986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:17.550564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:17.550664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:20.555728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:20.559423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:20.562855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:20.566287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:20.566394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:23.571274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:23.575519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:23.582269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:23.588851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:23.588974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:26.595517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:26.599867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:26.603609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:26.607938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:26.608039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:29.646111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:29.650376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:29.655229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:29.660526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:29.660668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:32.667342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:32.675112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:32.680854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:32.687422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:32.687551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:35.692464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:35.696898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:35.701052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:35.706426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:35.706635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:38.720290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:38.731385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:38.751401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:38.756040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:38.756149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:41.761591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:41.766635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:41.770956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:41.774685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:41.774769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:44.778955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:44.782756] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:44.786977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:44.790820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:44.790916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:47.796249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:47.801314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:47.806336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:47.811126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:47.811246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:50.816929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:50.821928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:50.826732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:50.835773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:50.835895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:53.841288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:53.845214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:53.849452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:53.854693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:53.854837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:56.861775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:56.866930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:56.874456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:56.881031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:56.881224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:40:59.886318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:40:59.891182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:40:59.896097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:40:59.901314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:40:59.901436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:02.906900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:02.911630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:02.916884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:02.921518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:02.921681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:05.926070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:05.930574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:05.935015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:05.938828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:05.938907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:08.943891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:08.948498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:08.952946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:08.957029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:08.957157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:11.963266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:11.966987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:11.971734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:11.976106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:11.976200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:14.983231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:14.987769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:14.992117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:14.997121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:14.997263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:18.002271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:18.006365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:18.010907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:18.015176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:18.015270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:21.020972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:21.026430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:21.030761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:21.035078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:21.035203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:24.040783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:24.045256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:24.049542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:24.054405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:24.054509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:27.060518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:27.065274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:27.069536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:27.073297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:27.073376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:30.078797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:30.083240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:30.086517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:30.089941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:30.090013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:33.095498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:33.099599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:33.103333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:33.106773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:33.106856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:36.111759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:36.116463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:36.120986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:36.125379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:36.125529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:39.324978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:39.360177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:39.394601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:39.476111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:39.476236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:42.482316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:42.486912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:42.491530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:42.496565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:42.496719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:45.502743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:45.506544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:45.510406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:45.515240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:45.515451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:48.521502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:48.525171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:48.529126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:48.533821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:48.533973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:51.539355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:51.543049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:51.546887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:51.550677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:51.550768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:54.556925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:54.561868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:54.566510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:54.571498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:54.571610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:41:57.577377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:41:57.582075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:41:57.586558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:41:57.590711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:41:57.590814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:00.597554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:00.602221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:00.605896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:00.609494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:00.609581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:03.616471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:03.622497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:03.628287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:03.632396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:03.632484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:06.638789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:06.644237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:06.650025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:06.654979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:06.655101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:09.659513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:09.665360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:09.670577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:09.676144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:09.676254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:12.680501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:12.684277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:12.693830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:12.698034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:12.698196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:15.702749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:15.706997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:15.711037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:15.714849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:15.714955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:18.721145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:18.725992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:18.730371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:18.734661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:18.734762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:21.739587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:21.743397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:21.747116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:21.750684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:21.750784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:24.758151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:24.762801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:24.766795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:24.771755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:24.771914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:27.778446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:27.782873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:27.786901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:27.790773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:27.790875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:30.796993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:30.801616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:30.805486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:30.809011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:30.809096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:33.813543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:33.817029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:33.820523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:33.823945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:33.824033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:36.831035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:36.837024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:36.842179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:36.848802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:36.848978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:39.856190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:39.862145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:39.867894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:39.872323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:39.872402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:42.878126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:42.882399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:42.886542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:42.890677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:42.890765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:45.895078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:45.898816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:45.902275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:45.905680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:45.905762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:48.912185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:48.915879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:48.919427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:48.923083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:48.923187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:51.928161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:51.931755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:51.935168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:51.938614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:51.938723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:54.945306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:54.949142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:54.953835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:54.959131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:54.959291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:42:57.965780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:42:57.970345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:42:57.975108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:42:57.979606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:42:57.979732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:00.985618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:00.990854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:00.995217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:00.999282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:00.999371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:04.005191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:04.009289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:04.015073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:04.019961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:04.020098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:07.024303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:07.028328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:07.032246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:07.035709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:07.035796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:10.041152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:10.045665] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:10.053584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:10.057165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:10.057252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:13.063239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:13.068029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:13.071978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:13.077106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:13.077265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:16.082493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:16.086107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:16.089435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:16.092766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:16.092845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:19.099040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:19.103251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:19.108495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:19.112940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:19.113046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:22.119500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:22.123717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:22.127631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:22.131882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:22.131975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:25.138458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:25.142757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:25.146684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:25.150599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:25.150707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:28.156706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:28.162855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:28.166834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:28.171800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:28.171952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:31.177707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:31.214241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:31.250692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:31.254706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:31.254790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:34.262922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:34.269441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:34.274575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:34.279019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:34.279102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:37.284414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:37.289899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:37.293892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:37.297394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:37.297477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:40.303111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:40.308681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:40.314616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:40.319709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:40.319920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:43.324847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:43.328613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:43.332865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:43.336613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:43.336738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:46.341315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:46.346005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:46.349885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:46.353408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:46.353492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:49.358176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:49.362541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:49.366586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:49.370287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:49.370394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:52.375319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:52.380125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:52.383844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:52.387875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:52.387984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:55.392570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:55.397165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:55.401767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:55.406324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:55.406443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:43:58.412778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:43:58.418322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:43:58.426110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:43:58.431214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:43:58.431325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:01.435557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:01.439018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:01.442406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:01.445950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:01.446036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:04.451574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:04.456379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:04.460637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:04.465046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:04.465145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:07.470062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:07.473978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:07.477599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:07.481194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:07.481280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:10.488357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:10.493170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:10.497893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:10.501601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:10.501714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:13.506838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:13.510545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:13.514291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:13.518031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:13.518123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:16.523607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:16.529075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:16.533030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:16.537822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:16.537950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:19.543689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:19.547839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:19.552312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:19.556182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:19.556306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:22.561949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:22.567012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:22.572288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:22.576211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:22.576296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:25.581589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:25.585260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:25.589949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:25.594820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:25.594936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:28.600978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:28.606058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:28.611357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:28.616734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:28.616880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:31.623097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:31.627000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:31.630785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:31.634585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:31.634694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:34.640479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:34.644426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:34.648034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:34.651496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:34.651581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:37.658052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:37.662589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:37.666096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:37.670478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:37.670621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:40.683058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:40.691871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:40.697917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:40.702698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:40.702878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:43.707906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:43.712172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:43.716247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:43.720070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:43.720189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:46.726577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:46.731529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:46.736272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:46.741510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:46.741602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:49.746419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:49.750222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:49.753916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:49.757423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:49.757517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:52.763096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:52.767460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:52.772216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:52.776595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:52.776731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:55.784701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:55.788889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:55.792684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:55.796323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:55.796415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:44:58.802693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:44:58.807384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:44:58.815880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:44:58.821340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:44:58.821484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:01.827422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:01.832350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:01.836863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:01.840804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:01.840906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:04.847928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:04.852261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:04.855968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:04.859779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:04.859882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:07.865220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:07.868617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:07.872272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:07.875948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:07.876029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:10.882214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:10.886618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:10.891197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:10.894957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:10.895048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:13.900780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:13.905254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:13.909316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:13.913541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:13.913690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:16.919172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:16.923148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:16.927115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:16.931561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:16.931696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:19.937718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:19.942351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:19.946689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:19.950608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:19.950738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:22.955524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:22.959788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:22.964046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:22.968079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:22.968194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:25.972959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:25.976764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:25.980284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:25.983987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:25.984107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:28.989394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:28.993022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:28.996619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:29.000174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:29.000255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:32.007551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:32.014062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:32.019042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:32.025306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:32.025436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:35.031161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:35.034977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:35.038631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:35.042745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:35.042880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:38.052757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:38.057514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:38.062129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:38.066433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:38.066571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:41.072530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:41.077661] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:41.082142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:41.086337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:41.086467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:44.091093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:44.095220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:44.099123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:44.103216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:44.103330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:47.108910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:47.113105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:47.117413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:47.121285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:47.121394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:50.126990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:50.132093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:50.136309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:50.140140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:50.140245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:53.145696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:53.151051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:53.157266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:53.161734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:53.161867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:56.168320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:56.172428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:56.176350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:56.180459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:56.180725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:45:59.186115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:45:59.190576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:45:59.194715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:45:59.198858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:45:59.198966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:02.204596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:02.209861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:02.215123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:02.220087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:02.220205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:05.225389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:05.229268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:05.233147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:05.236842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:05.236950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:08.242563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:08.246980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:08.251516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:08.256382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:08.256498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:11.261832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:11.266684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:11.271104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:11.274619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:11.274717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:14.279908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:14.285610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:14.290095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:14.295369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:14.295518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:17.299829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:17.303609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:17.307207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:17.310789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:17.310873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:20.315309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:20.319009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:20.322610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:20.326112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:20.326226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:23.331474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:23.335907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:23.339708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:23.343338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:23.343426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:26.349146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:26.354189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:26.360310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:26.368319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:26.368501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:29.372816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:29.376730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:29.380049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:29.383403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:29.383482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:32.388237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:32.392023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:32.397237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:32.401570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:32.401715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:35.406635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:35.410490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:35.414412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:35.417890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:35.417972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:38.422166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:38.426066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:38.429910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:38.433886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:38.434024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:41.442435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:41.448885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:41.456364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:41.462826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:41.462984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:44.468888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:44.473849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:44.478228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:44.482421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:44.482535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:47.487754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:47.492431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:47.496980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:47.501391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:47.501538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:50.506496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:50.512679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:50.517495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:50.522260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:50.522486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:53.531545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:53.536491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:53.540637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:53.545811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:53.545909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:56.551335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:56.555957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:56.560678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:56.564868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:56.564970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:46:59.570086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:46:59.573801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:46:59.578310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:46:59.582507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:46:59.582633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:02.587743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:02.591697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:02.596351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:02.600944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:02.601043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:05.606295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:05.610247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:05.614819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:05.619698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:05.619799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:08.625904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:08.630280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:08.634769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:08.639136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:08.639245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:11.645239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:11.649815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:11.654104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:11.657921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:11.658011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:14.663955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:14.668134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:14.672299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:14.676271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:14.676361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:17.682598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:17.688145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:17.693048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:17.696976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:17.697076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:20.703738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:20.708813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:20.714063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:20.718432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:20.718567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:23.724555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:23.732908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:23.737709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:23.742758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:23.742947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:26.747597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:26.752028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:26.757432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:26.761947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:26.762037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:29.766824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:29.771575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:29.775291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:29.779092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:29.779185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:32.785520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:32.789989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:32.793609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:32.797047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:32.797129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:35.801773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:35.805570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:35.809833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:35.814243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:35.814363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:38.819712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:38.824683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:38.829556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:38.834254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:38.834361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:41.839370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:41.844139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:41.848459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:41.852520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:41.852619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:44.858053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:44.862430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:44.866253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:44.870174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:44.870284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:47.874468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:47.878092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:47.882049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:47.885977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:47.886076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:50.891199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:50.895599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:50.899673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:50.903910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:50.904022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:53.909937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:53.915266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:53.921001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:53.926730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:53.926858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:56.934852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:56.938461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:56.942241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:56.947622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:56.947779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:47:59.954413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:47:59.958636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:47:59.962593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:47:59.967239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:47:59.967417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:02.973085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:02.978030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:02.983002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:02.987930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:02.988042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:05.994189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:06.002164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:06.007254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:06.011621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:06.011788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:09.017061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:09.020935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:09.024609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:09.028639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:09.028752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:12.034750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:12.039018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:12.043694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:12.047416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:12.047503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:15.052738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:15.057089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:15.061127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:15.064957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:15.065057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:18.070161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:18.073886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:18.077589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:18.081087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:18.081171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:21.088666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:21.094220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:21.099946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:21.104474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:21.104560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:24.110873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:24.116432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:24.120995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:24.125860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:24.126007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:27.133490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:27.138072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:27.144023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:27.148975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:27.149113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:30.154354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:30.158525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:30.162684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:30.166594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:30.166715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:33.172106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:33.176492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:33.180965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:33.185457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:33.185754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:36.191166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:36.195359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:36.200000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:36.204049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:36.204152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:39.211962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:39.216586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:39.221544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:39.226231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:39.226349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:42.230854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:42.235387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:42.240202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:42.243584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:42.243710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:45.248245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:45.252286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:45.256586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:45.261141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:45.261260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:48.266610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:48.271126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:48.275554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:48.279960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:48.280080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:51.284994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:51.288975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:51.292661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:51.296348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:51.296464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:54.302440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:54.307431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:54.312496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:54.317517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:54.317690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:48:57.323926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:48:57.328216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:48:57.332022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:48:57.335499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:48:57.335587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:00.340242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:00.344746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:00.348902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:00.354877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:00.355091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:03.359790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:03.363481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:03.367071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:03.370682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:03.370766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:06.375315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:06.379147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:06.382901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:06.386561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:06.386670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:09.390925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:09.394803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:09.398438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:09.402182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:09.402273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:12.408396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:12.413580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:12.419539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:12.424400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:12.424505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:15.428983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:15.432471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:15.435955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:15.439499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:15.439579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:18.445788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:18.450525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:18.454240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:18.458415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:18.458544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:21.462896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:21.466860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:21.470476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:21.474096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:21.474182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:24.479227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:24.483216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:24.487008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:24.490615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:24.490730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:27.495821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:27.500329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:27.504106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:27.508019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:27.508100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:30.514294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:30.518871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:30.522741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:30.526487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:30.526572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:33.532829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:33.536683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:33.540525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:33.544636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:33.544746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:36.550043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:36.553683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:36.557232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:36.560960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:36.561044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:39.567220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:39.572448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:39.577462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:39.582414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:39.582514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:42.587627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:42.592383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:42.596923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:42.600457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:42.600545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:45.605305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:45.610411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:45.614669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:45.618964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:45.619072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:48.624840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:48.628833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:48.632467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:48.636752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:48.636890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:51.643147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:51.648105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:51.652676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:51.656683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:51.656779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:54.661963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:54.666169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:54.670576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:54.674669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:54.674774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:49:57.678792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:49:57.682520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:49:57.686212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:49:57.689986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:49:57.690085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:00.698529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:00.703733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:00.708426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:00.712982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:00.713084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:03.719872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:03.724447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:03.729102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:03.733846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:03.733976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:06.740173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:06.744719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:06.748884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:06.752875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:06.752971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:09.758180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:09.761915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:09.765550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:09.769001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:09.769087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:12.775938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:12.782585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:12.788400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:12.795349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:12.795475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:15.800586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:15.804368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:15.808739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:15.812944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:15.813052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:18.819550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:18.825035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:18.829815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:18.833837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:18.833939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:21.838927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:21.843516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:21.848241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:21.855210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:21.855333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:24.861503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:24.866033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:24.870346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:24.875153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:24.875264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:27.880149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:27.884080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:27.887992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:27.891634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:27.891760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:30.927638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:30.932162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:30.936818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:30.941386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:30.941516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:33.946567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:33.951528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:33.956041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:33.964247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:33.964396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:36.970614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:36.974466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:36.978026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:36.981337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:36.981417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:39.987784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:39.992509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:39.998028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:40.002129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:40.002221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:43.007077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:43.212537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:43.246508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:43.250931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:43.251069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:46.255715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:46.259798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:46.264116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:46.268202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:46.268340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:49.274032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:49.279269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:49.284854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:49.288824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:49.288948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:52.293637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:52.298102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:52.301911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:52.305232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:52.305310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:55.309677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:55.313570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:55.317277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:55.321120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:55.321200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:50:58.325793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:50:58.329806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:50:58.334052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:50:58.338580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:50:58.338713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:01.345667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:01.354478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:01.360520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:01.366667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:01.366829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:04.371680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:04.375334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:04.379249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:04.382772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:04.382861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:07.388289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:07.392819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:07.396420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:07.400306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:07.400413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:10.406999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:10.411729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:10.415892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:10.419936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:10.420052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:13.425993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:13.430786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:13.435683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:13.439549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:13.439665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:16.445002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:16.449616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:16.455079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:16.464954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:16.465093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:19.471036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:19.476193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:19.482505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:19.488061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:19.488199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:22.493208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:22.496837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:22.500522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:22.504146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:22.504232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:25.509964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:25.513807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:25.518490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:25.522293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:25.522382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:28.532240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:28.536738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:28.540211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:28.543590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:28.543702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:31.549162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:31.553142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:31.557325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:31.561129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:31.561215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:34.566056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:34.569860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:34.573445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:34.577101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:34.577196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:37.581939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:37.586904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:37.591908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:37.596778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:37.596883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:40.601105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:40.604876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:40.608499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:40.612175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:40.612269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:43.618130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:43.622342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:43.626522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:43.630136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:43.630224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:46.635441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:46.639794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:46.643930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:46.648355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:46.648471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:49.653906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:49.659874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:49.664027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:49.667897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:49.667982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:52.673511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:52.677758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:52.681940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:52.687813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:52.687918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:55.692282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:55.696791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:55.700835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:55.704778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:55.704881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:51:58.709695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:51:58.714137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:51:58.717817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:51:58.721309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:51:58.721400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:01.728157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:01.733027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:01.737930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:01.742175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:01.742297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:04.747166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:04.751300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:04.755117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:04.759034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:04.759128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:07.764563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:07.771923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:07.776525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:07.781591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:07.781911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:10.787415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:10.792116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:10.796582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:10.801331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:10.801817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:13.806910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:13.811142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:13.815562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:13.821625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:13.821773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:16.826798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:16.831216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:16.835811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:16.840162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:16.840312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:19.845392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:19.849818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:19.853886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:19.858742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:19.858855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:22.865590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:22.871020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:22.876087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:22.880997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:22.881130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:25.886476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:25.890155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:25.893846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:25.897962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:25.898041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:28.903230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:28.907949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:28.912201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:28.916131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:28.916232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:31.923298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:31.927308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:31.931621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:31.935836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:31.935922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:34.942448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:34.947391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:34.951638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:34.957374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:34.957523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:37.963152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:37.967337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:37.971585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:37.975577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:37.975719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:40.981493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:40.986494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:40.991399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:40.996181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:40.996289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:44.001468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:44.006836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:44.304272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:44.308917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:44.309013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:47.316193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:47.321003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:47.325268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:47.332413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:47.332545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:50.338419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:50.344630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:50.349731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:50.353835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:50.353964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:53.358526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:53.362880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:53.367416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:53.371472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:53.371565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:56.377207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:56.381913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:56.385834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:56.390135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:56.390286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:52:59.396612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:52:59.400764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:52:59.404415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:52:59.409100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:52:59.409259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:02.414378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:02.418182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:02.421687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:02.425048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:02.425132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:05.430348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:05.435634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:05.440612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:05.445138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:05.445477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:08.453329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:08.459615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:08.466014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:08.473473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:08.473699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:11.478748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:11.482981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:11.487102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:11.490941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:11.491035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:14.499936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:14.505826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:14.511740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:14.516494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:14.516578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:17.521740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:17.525984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:17.530973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:17.536015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:17.536149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:20.542382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:20.547051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:20.551338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:20.555558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:20.555689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:23.560468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:23.565819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:23.569975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:23.574004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:23.574095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:26.580036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:26.586352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:26.590225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:26.593733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:26.593814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:29.598612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:29.603287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:29.608518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:29.613362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:29.613475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:32.618978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:32.654946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:32.692875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:32.697854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:32.698007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:35.703613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:35.708895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:35.714556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:35.718973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:35.719092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:38.725693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:38.731716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:38.737290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:38.742575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:38.742692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:41.748195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:41.753941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:41.759417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:41.763891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:41.764000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:44.768673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:44.773586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:44.779858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:44.784373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:44.784521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:47.789492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:47.793152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:47.797689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:47.801275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:47.801369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:50.806546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:50.814207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:50.818803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:50.823933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:50.824058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:53.829302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:53.833913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:53.840186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:53.846594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:53.846994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:56.851835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:56.855661] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:56.862569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:56.867375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:56.867503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:53:59.872567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:53:59.877011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:53:59.885933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:53:59.891303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:53:59.891450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:02.895693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:02.899245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:02.903128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:02.907450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:02.907566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:05.912839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:05.916617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:05.920093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:05.923542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:05.923625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:08.930026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:08.933860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:08.939138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:08.944319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:08.944445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:11.948804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:11.952717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:11.956680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:11.960727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:11.960821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:14.966149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:14.971797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:14.977295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:14.981876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:14.981997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:17.986421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:17.990667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:17.994689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:17.998940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:17.999029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:21.004153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:21.010333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:21.014438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:21.018462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:21.018544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:24.024165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:24.029704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:24.033451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:24.036970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:24.037056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:27.041969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:27.045801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:27.049502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:27.053273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:27.053365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:30.060099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:30.065426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:30.070704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:30.075931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:30.076066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:33.081961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:33.087382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:33.092265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:33.097041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:33.097165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:36.101625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:36.106665] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:36.114372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:36.118898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:36.119012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:39.124917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:39.128997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:39.132667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:39.136228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:39.136318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:42.141612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:42.145440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:42.149151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:42.152547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:42.152630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:45.160136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:45.165467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:45.170568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:45.174512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:45.174626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:48.181260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:48.185697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:48.189610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:48.194122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:48.194238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:51.200586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:51.206058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:51.211032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:51.215129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:51.215225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:54.223339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:54.230093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:54.235938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:54.240954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:54.241121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:54:57.248102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:54:57.252903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:54:57.257209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:54:57.261332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:54:57.261424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:00.268119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:00.273463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:00.278068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:00.283451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:00.283562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:03.289507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:03.293855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:03.297929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:03.301420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:03.301504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:06.307111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:06.311261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:06.315092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:06.319008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:06.319119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:09.324228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:09.328776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:09.334115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:09.339283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:09.339411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:12.345872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:12.352779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:12.358087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:12.363701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:12.363833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:15.370408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:15.375558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:15.380137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:15.384067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:15.384169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:18.388899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:18.393047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:18.397009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:18.400756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:18.400855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:21.406328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:21.411543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:21.416066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:21.420268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:21.420372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:24.427412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:24.431526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:24.435324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:24.439002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:24.439090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:27.443356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:27.447580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:27.451598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:27.455226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:27.455308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:30.459693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:30.463155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:30.467404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:30.471157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:30.471242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:33.476054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:33.484917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:33.489199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:33.493922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:33.494015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:36.502716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:36.507720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:36.513252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:36.518664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:36.518833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:39.524113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:39.528355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:39.532182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:39.535887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:39.535977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:42.541125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:42.545292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:42.550053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:42.553894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:42.553999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:45.559050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:45.564004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:45.568706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:45.573579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:45.573709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:48.577763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:48.581305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:48.584876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:48.588502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:48.588591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:51.593996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:51.598925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:51.603666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:51.607874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:51.608052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:54.612912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:54.617458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:54.622466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:54.626138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:54.626222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:55:57.631696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:55:57.636707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:55:57.641597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:55:57.645750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:55:57.645848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:00.650972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:00.654874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:00.658595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:00.662298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:00.662384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:03.668138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:03.672877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:03.677473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:03.682131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:03.682217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:06.686828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:06.691101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:06.695221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:06.699219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:06.699325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:09.704466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:09.708286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:09.712012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:09.715783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:09.715871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:12.721457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:12.725910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:12.731353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:12.735334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:12.735433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:15.740753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:15.745608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:15.750540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:15.754582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:15.754728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:18.760623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:18.765025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:18.769130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:18.774470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:18.774705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:21.780007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:21.783679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:21.787186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:21.790595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:21.790703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:24.798063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:24.803941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:24.812162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:24.816956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:24.817075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:27.822861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:27.827374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:27.831808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:27.836187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:27.836311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:30.842385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:30.847305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:30.852765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:30.856816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:30.856969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:33.862477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:33.867201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:33.872520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:33.877231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:33.877347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:36.884943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:36.889101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:36.892993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:36.896794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:36.896888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:39.901186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:39.905254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:39.909371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:39.913357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:39.913453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:42.917952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:42.921713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:42.925577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:42.930238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:42.930331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:45.935213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:45.939587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:45.944160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:45.947745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:45.947830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:48.952216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:48.955890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:48.959531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:48.963290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:48.963409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:51.968729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:51.972847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:51.976509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:51.980015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:51.980099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:54.985526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:54.990958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:54.996008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:55.000118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:55.000211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:56:58.005398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:56:58.009604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:56:58.013685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:56:58.018218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:56:58.018332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:01.024524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:01.028713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:01.032561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:01.036250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:01.036332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:04.042319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:04.047678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:04.052128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:04.056612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:04.056766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:07.063328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:07.069416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:07.075902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:07.080936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:07.081337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:10.086491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:10.090638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:10.094378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:10.097856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:10.097935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:13.103081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:13.107133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:13.111215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:13.115189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:13.115308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:16.217041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:16.252076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:16.287940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:16.292895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:16.292985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:19.298232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:19.303296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:19.308854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:19.313437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:19.313560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:22.318111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:22.322316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:22.326968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:22.331486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:22.331595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:25.335881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:25.339802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:25.344360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:25.348288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:25.348401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:28.353684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:28.357922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:28.363150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:28.367538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:28.367710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:31.372062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:31.376339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:31.380120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:31.385266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:31.385369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:34.390305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:34.394954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:34.400631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:34.406507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:34.406628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:37.411308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:37.416755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:37.422082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:37.427286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:37.427437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:40.432169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:40.436182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:40.439886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:40.444196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:40.444301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:43.448801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:43.452473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:43.455933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:43.459293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:43.459375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:46.463771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:46.468710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:46.473866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:46.478163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:46.478259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:49.484174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:49.489475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:49.494237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:49.499331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:49.499467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:52.505866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:52.511037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:52.515992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:52.519560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:52.519663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:55.524418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:55.529068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:55.533501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:55.537579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:55.537768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:57:58.545798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:57:58.550395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:57:58.554104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:57:58.557718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:57:58.557824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:01.562215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:01.566227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:01.570828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:01.574398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:01.574485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:04.579259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:04.584325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:04.589043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:04.593610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:04.593734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:07.598151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:07.601965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:07.606043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:07.609835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:07.609948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:10.615142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:10.619078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:10.622921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:10.626732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:10.626825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:13.633571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:13.638407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:13.642678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:13.646791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:13.646893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:16.651634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:16.655787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:16.659961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:16.663540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:16.663632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:19.668278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:19.672569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:19.676631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:19.680538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:19.680631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:22.685301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:22.689483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:22.693612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:22.697488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:22.697734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:25.703714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:25.707350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:25.711179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:25.714789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:25.714876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:28.719933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:28.723985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:28.727807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:28.731670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:28.731758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:31.737895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:31.742969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:31.747659] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:31.751295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:31.751383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:34.756577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:34.760545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:34.764209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:34.767987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:34.768093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:37.773296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:37.777250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:37.781181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:37.784956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:37.785094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:40.795639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:40.802382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:40.808670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:40.813661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:40.813918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:43.818410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:43.822250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:43.825900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:43.829471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:43.829553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:46.835596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:46.845359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:46.851336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:46.855341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:46.855442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:49.860154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:49.864617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:49.869222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:49.873066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:49.873170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:52.878022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:52.882718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:52.887144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:52.891003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:52.891095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:55.895601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:55.899766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:55.904321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:55.908365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:55.908471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:58:58.913586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:58:58.919227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:58:58.924263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:58:58.928859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:58:58.928986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:01.933383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:01.937484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:01.941969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:01.945853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:01.945968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:04.950541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:04.954334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:04.957996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:04.961436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:04.961521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:07.966792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:07.971235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:07.975065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:07.979630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:07.979874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:10.986419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:10.991860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:10.996631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:11.000560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:11.000669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:14.004804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:14.008540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:14.012198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:14.016204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:14.016295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:17.022717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:17.327122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:17.333861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:17.339232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:17.339393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:20.344971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:20.351252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:20.357098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:20.361762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:20.361877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:23.369802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:23.375098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:23.379701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:23.384542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:23.384968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:26.391031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:26.396473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:26.401235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:26.405576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:26.405697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:29.411032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:29.416416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:29.422083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:29.427290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:29.427406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:32.433439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:32.438340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:32.444157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:32.449145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:32.449274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:35.455183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:35.460517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:35.464895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:35.469281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:35.469430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:38.474275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:38.478366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:38.481812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:38.485249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:38.485332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:41.490743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:41.495811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:41.500409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:41.505605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:41.505748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:44.510091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:44.513924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:44.517602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:44.521316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:44.521405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:47.527376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:47.532846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:47.539281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:47.545131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:47.545297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:50.552427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:50.558714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:50.564381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:50.569093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:50.569209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:53.573609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:53.577735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:53.581761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:53.586743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:53.586841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:56.591222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:56.595150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:56.598968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:56.602602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:56.602734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T20:59:59.607608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T20:59:59.611794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T20:59:59.615447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T20:59:59.619154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T20:59:59.619243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:02.625139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:02.631046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:02.636571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:02.642058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:02.642207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:05.647959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:05.652227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:05.656103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:05.659761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:05.659852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:08.665070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:08.668926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:08.672731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:08.676312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:08.676409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:11.682448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:11.686611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:11.690587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:11.694477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:11.694569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:14.699326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:14.703411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:14.707297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:14.711148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:14.711243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:17.715440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:17.720028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:17.726826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:17.732229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:17.732394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:20.737757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:20.743530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:20.747220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:20.751335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:20.751521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:23.756934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:23.762173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:23.766061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:23.769718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:23.769810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:26.774688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:26.778399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:26.782801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:26.787182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:26.787277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:29.791307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:29.795030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:29.798786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:29.802250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:29.802336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:32.833348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:32.837442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:32.841370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:32.845508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:32.845604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:35.851165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:35.855162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:35.859748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:35.864565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:35.864693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:38.870486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:38.875142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:38.879519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:38.883880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:38.884112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:41.889952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:41.894083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:41.898354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:41.902553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:41.902715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:44.908996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:44.914777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:44.919691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:44.924456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:44.924564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:47.929111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:47.934507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:47.940384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:47.944376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:47.944464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:50.949169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:50.953465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:50.957875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:50.961968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:50.962069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:53.966521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:53.970628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:53.975352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:53.979832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:53.979948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:00:56.984838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:00:56.989989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:00:56.994963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:00:57.000072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:00:57.000197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:00.005477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:00.009291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:00.013605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:00.017477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:00.017685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:03.022829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:03.026737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:03.030902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:03.034557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:03.034666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:06.040297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:06.044024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:06.047664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:06.051329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:06.051432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:09.057435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:09.061468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:09.065263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:09.068820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:09.068905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:12.074326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:12.083794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:12.088527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:12.093054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:12.093165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:15.098446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:15.103046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:15.107801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:15.112079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:15.112213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:18.116362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:18.121453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:18.126195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:18.130819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:18.130954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:21.136533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:21.140808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:21.144913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:21.148774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:21.148882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:24.153968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:24.158802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:24.163814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:24.168526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:24.168607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:27.174093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:27.178495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:27.182840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:27.186744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:27.186833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:30.191466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:30.195028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:30.198556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:30.202090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:30.202178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:33.207470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:33.211777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:33.216188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:33.220462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:33.220592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:36.226119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:36.231253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:36.236926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:36.244084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:36.244322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:39.249772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:39.254915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:39.259589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:39.264700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:39.264842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:42.270351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:42.274012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:42.277917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:42.281923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:42.282049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:45.288002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:45.292014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:45.295554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:45.303160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:45.303254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:48.308936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:48.313201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:48.317427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:48.321251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:48.321340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:51.326340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:51.330187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:51.334217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:51.337996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:51.338102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:54.344109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:54.348924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:54.353067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:54.356964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:54.357064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:01:57.362777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:01:57.367317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:01:57.371818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:01:57.375769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:01:57.375870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:00.381090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:00.384754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:00.388758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:00.392938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:00.393031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:03.398372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:03.402627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:03.406573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:03.411266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:03.411390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:06.416390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:06.420920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:06.425812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:06.430513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:06.430693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:09.435816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:09.440040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:09.443747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:09.447334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:09.447420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:12.453123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:12.457149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:12.460791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:12.464232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:12.464336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:15.470096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:15.474335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:15.478884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:15.483273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:15.483375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:18.489718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:18.494711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:18.500476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:18.504639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:18.504758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:21.509610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:21.513763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:21.517920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:21.521448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:21.521536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:24.527858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:24.531768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:24.536496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:24.541064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:24.541238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:27.546876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:27.550813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:27.554632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:27.558375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:27.558472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:30.565412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:30.570692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:30.574846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:30.578818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:30.578914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:33.584490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:33.589385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:33.594078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:33.598249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:33.598351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:36.604019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:36.607744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:36.611305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:36.615035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:36.615124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:39.620099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:39.624064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:39.628893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:39.633352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:39.633466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:42.638504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:42.642547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:42.646539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:42.651608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:42.651747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:45.659136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:45.664772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:45.669710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:45.675814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:45.675977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:48.682818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:48.688430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:48.693905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:48.698743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:48.698872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:51.703254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:51.706927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:51.711454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:51.716116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:51.716222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:54.720751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:54.724574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:54.728622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:54.732268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:54.732367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:02:57.737929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:02:57.743309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:02:57.748381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:02:57.753824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:02:57.753924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:00.758443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:00.762593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:00.766366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:00.770317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:00.770402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:03.776394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:03.782394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:03.786789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:03.790824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:03.790930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:06.794975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:06.798873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:06.802845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:06.807733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:06.807851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:09.813085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:09.817362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:09.829108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:09.833676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:09.833809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:12.840036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:12.844883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:12.850089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:12.854977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:12.855088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:15.860028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:15.863806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:15.867446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:15.871633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:15.871734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:18.877982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:18.882744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:18.887721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:18.891737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:18.891846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:21.896536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:21.900238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:21.903712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:21.907170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:21.907264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:24.915317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:24.920208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:24.924688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:24.930017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:24.930168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:27.936079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:27.940690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:27.944985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:27.948957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:27.949070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:30.954220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:30.958246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:30.962015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:30.966159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:30.966253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:33.971754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:34.007789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:34.043344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:34.048235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:34.048367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:37.053930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:37.057852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:37.062596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:37.066637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:37.066743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:40.071897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:40.077856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:40.082540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:40.086969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:40.087088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:43.092348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:43.096541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:43.100466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:43.105044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:43.105149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:46.111311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:46.115297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:46.118852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:46.122146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:46.122225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:49.128676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:49.133425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:49.330016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:49.433419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:49.433577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:52.439483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:52.443123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:52.446609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:52.450595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:52.450702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:55.455999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:55.459736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:55.464840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:55.469435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:55.469553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:03:58.475621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:03:58.485276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:03:58.490593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:03:58.495104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:03:58.495221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:01.501033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:01.505533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:01.509784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:01.513740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:01.513865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:04.519514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:04.523520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:04.528241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:04.533213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:04.533328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:07.538916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:07.543286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:07.547746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:07.552062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:07.552185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:10.557778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:10.561333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:10.564896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:10.568821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:10.568906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:13.575874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:13.581503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:13.587308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:13.593022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:13.593207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:16.599575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:16.603914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:16.607960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:16.611394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:16.611472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:19.619577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:19.625061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:19.630005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:19.635034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:19.635388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:22.641077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:22.645802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:22.652380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:22.656725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:22.656814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:25.662943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:25.667979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:25.672504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:25.677209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:25.677307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:28.682113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:28.686391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:28.690576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:28.694077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:28.694183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:31.698974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:31.703082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:31.707283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:31.711358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:31.711483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:34.715876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:34.719609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:34.723729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:34.727848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:34.727926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:37.733025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:37.737247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:37.741160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:37.744990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:37.745098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:40.749544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:40.753143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:40.756530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:40.760598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:40.760770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:43.765277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:43.769288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:43.773163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:43.776956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:43.777055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:46.781791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:46.785584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:46.789142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:46.792619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:46.792720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:49.799518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:49.805303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:49.810043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:49.813765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:49.813848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:52.818038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:52.824901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:52.829545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:52.834441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:52.834702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:55.840114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:55.844145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:55.848846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:55.853833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:55.853939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:04:58.859073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:04:58.863844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:04:58.871546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:04:58.875803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:04:58.875883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:01.881339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:01.886718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:01.892880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:01.898079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:01.898207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:04.902721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:04.906528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:04.910686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:04.914182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:04.914267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:07.919092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:07.923017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:07.926952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:07.930701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:07.930813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:10.935191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:10.939226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:10.943265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:10.947158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:10.947254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:13.951838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:13.955840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:13.959585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:13.963518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:13.963631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:16.969481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:16.973621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:16.977756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:16.981758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:16.981854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:19.986594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:19.993187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:19.998455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:20.003130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:20.003237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:23.008053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:23.013031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:23.017052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:23.021566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:23.021705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:26.026582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:26.030638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:26.035031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:26.039382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:26.039606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:29.044761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:29.049561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:29.053200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:29.056679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:29.056764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:32.061633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:32.065218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:32.068870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:32.072485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:32.072572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:35.078589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:35.084025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:35.088194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:35.092501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:35.092589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:38.097605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:38.101382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:38.105088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:38.108658] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:38.108744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:41.113805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:41.117538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:41.121239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:41.124863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:41.124987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:44.129635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:44.133366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:44.136894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:44.140458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:44.140552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:47.145831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:47.150132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:47.154806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:47.159922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:47.160047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:50.165607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:50.170212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:50.174663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:50.178582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:50.178709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:53.183273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:53.187628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:53.191921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:53.196022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:53.196128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:56.201590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:56.206931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:56.211996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:56.216793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:56.216912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:05:59.223285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:05:59.229202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:05:59.234887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:05:59.239958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:05:59.240107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:02.245836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:02.250918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:02.255465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:02.260002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:02.260129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:05.266930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:05.272733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:05.278615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:05.284314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:05.284489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:08.289358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:08.293231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:08.297075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:08.300898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:08.301005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:11.308092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:11.315480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:11.321385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:11.326583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:11.326737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:14.331149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:14.335219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:14.338945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:14.342322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:14.342405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:17.346857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:17.350620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:17.354530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:17.358621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:17.358767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:20.366236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:20.371245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:20.375809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:20.379967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:20.380101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:23.386294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:23.392119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:23.397609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:23.402751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:23.402874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:26.407664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:26.412327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:26.417525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:26.421584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:26.421710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:29.426221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:29.429844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:29.433339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:29.437303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:29.437406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:32.442016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:32.445744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:32.449866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:32.453661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:32.453767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:35.460233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:35.464685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:35.468367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:35.471912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:35.471997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:38.476749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:38.480798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:38.484837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:38.489056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:38.489177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:41.496399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:41.501288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:41.506401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:41.510383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:41.510469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:44.516221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:44.519867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:44.523666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:44.527895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:44.528067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:47.533266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:47.537318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:47.541543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:47.545884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:47.545990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:50.552239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:50.557461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:50.562309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:50.566306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:50.566414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:53.570932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:53.574751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:53.578210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:53.581563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:53.581667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:56.585996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:56.590177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:56.594137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:56.597887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:56.597990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:06:59.603348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:06:59.608181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:06:59.612200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:06:59.616050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:06:59.616142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:02.622811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:02.629155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:02.633860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:02.637765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:02.637862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:05.643537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:05.648283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:05.651984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:05.655704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:05.655820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:08.661585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:08.667022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:08.672887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:08.678153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:08.678280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:11.684051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:11.688570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:11.692466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:11.696568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:11.696696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:14.701896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:14.705875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:14.709521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:14.713257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:14.713348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:17.718084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:17.722567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:17.727222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:17.731468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:17.731563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:20.737363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:20.741788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:20.745694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:20.749106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:20.749184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:23.754417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:23.759713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:23.765051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:23.769568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:23.769717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:26.774661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:26.779627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:26.784964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:26.790074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:26.790206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:29.796292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:29.805512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:29.810234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:29.814501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:29.814598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:32.820616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:32.825429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:32.829934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:32.833947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:32.834066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:35.840683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:35.845523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:35.855454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:35.861541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:35.861742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:38.868423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:38.874030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:38.877741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:38.881489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:38.881564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:41.886526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:41.890232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:41.894245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:41.898193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:41.898297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:44.903156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:44.906814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:44.910367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:44.913812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:44.913891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:47.919565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:47.923398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:47.929131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:47.934054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:47.934170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:50.938937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:50.944165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:50.951038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:50.955002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:50.955087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:53.962677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:53.968418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:53.975036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:53.980686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:53.980831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:07:56.985816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:07:56.990857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:07:56.995500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:07:56.999810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:07:56.999928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:00.004580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:00.008927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:00.012913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:00.016679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:00.016790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:03.021364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:03.025477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:03.029214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:03.032824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:03.032919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:06.039571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:06.044541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:06.048807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:06.052530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:06.052607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:09.059423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:09.065301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:09.069780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:09.073315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:09.073399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:12.078476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:12.083213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:12.088214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:12.092191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:12.092291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:15.096942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:15.101548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:15.105208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:15.109161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:15.109252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:18.113912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:18.118172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:18.121974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:18.125534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:18.125622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:21.132962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:21.138945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:21.144479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:21.148957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:21.149064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:24.153310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:24.156930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:24.160625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:24.164373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:24.164461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:27.170804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:27.175819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:27.179443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:27.183153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:27.183229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:30.189269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:30.193902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:30.198527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:30.202526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:30.202611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:33.207249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:33.211392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:33.215389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:33.219411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:33.219538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:36.225874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:36.230637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:36.235515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:36.240461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:36.240579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:39.244940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:39.249329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:39.253214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:39.256835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:39.256922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:42.261113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:42.264941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:42.269731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:42.274633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:42.274771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:45.278921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:45.282685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:45.286394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:45.290177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:45.290263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:48.295364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:48.299549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:48.303293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:48.307366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:48.307459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:51.314753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:51.319138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:51.323176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:51.326591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:51.326693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:54.331272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:54.335762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:54.340995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:54.346320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:54.346434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:08:57.352105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:08:57.356572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:08:57.361087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:08:57.365967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:08:57.366080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:00.371484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:00.375762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:00.379890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:00.383855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:00.383946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:03.391261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:03.395732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:03.399709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:03.403277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:03.403364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:06.409976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:06.414336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:06.418176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:06.421881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:06.421964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:09.427498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:09.431443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:09.435233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:09.439987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:09.440087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:12.446171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:12.450393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:12.454300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:12.459292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:12.459419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:15.465867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:15.471452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:15.476949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:15.485114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:15.485205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:18.490267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:18.495121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:18.500435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:18.505423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:18.505553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:21.509785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:21.513998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:21.518283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:21.521804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:21.521888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:24.526506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:24.531138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:24.535311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:24.539081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:24.539175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:27.543358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:27.547349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:27.551222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:27.554983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:27.555080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:30.561124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:30.565688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:30.569988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:30.573783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:30.573877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:33.579164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:33.583713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:33.589736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:33.594340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:33.594489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:36.599368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:36.603279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:36.606831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:36.610630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:36.610729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:39.617226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:39.621158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:39.625144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:39.629038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:39.629135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:42.633897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:42.638419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:42.642531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:42.646697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:42.646820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:45.652911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:45.658825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:45.663753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:45.667773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:45.667863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:48.672305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:48.676444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:48.681623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:48.685789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:48.685887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:51.690811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:51.694909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:51.699214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:51.703144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:51.703256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:54.710303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:54.714627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:54.718999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:54.723348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:54.723463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:09:57.730418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:09:57.734567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:09:57.738495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:09:57.742152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:09:57.742248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:00.752123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:00.757697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:00.763209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:00.768891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:00.769039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:03.774463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:03.778428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:03.782155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:03.785869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:03.785957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:06.793436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:06.800200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:06.805962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:06.810706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:06.810862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:09.816045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:09.820315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:09.824581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:09.828728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:09.828849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:12.834445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:12.838074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:12.841712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:12.845113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:12.845207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:15.850168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:15.854424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:15.858821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:15.862548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:15.862631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:18.868390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:18.873331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:18.877704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:18.882695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:18.882825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:21.888795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:21.894128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:21.899023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:21.903605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:21.903739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:24.909234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:24.913144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:24.917052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:24.921423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:24.921537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:27.926699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:27.931062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:27.935434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:27.939833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:27.939935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:30.946692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:30.952332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:30.957474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:30.962175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:30.962287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:33.995754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:34.000287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:34.004942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:34.008899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:34.009012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:37.014915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:37.020785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:37.027736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:37.031968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:37.032094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:40.037097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:40.041603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:40.045803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:40.049891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:40.050181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:43.055814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:43.060382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:43.064796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:43.069115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:43.069269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:46.075517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:46.080724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:46.084931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:46.089467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:46.089573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:49.095786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:49.100850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:49.105793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:49.109886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:49.109982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:52.412184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:52.447927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:52.453551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:52.458397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:52.458505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:55.463423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:55.468294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:55.473903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:55.479205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:55.479310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:10:58.483715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:10:58.488394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:10:58.492429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:10:58.497419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:10:58.497591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:01.502158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:01.505784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:01.509433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:01.513412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:01.513505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:04.518849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:04.523675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:04.527717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:04.531901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:04.532013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:07.538163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:07.543406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:07.548777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:07.553109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:07.553216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:10.558802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:10.563269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:10.566973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:10.571855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:10.572052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:13.576500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:13.580518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:13.584319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:13.588388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:13.588496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:16.593708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:16.597814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:16.601704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:16.605921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:16.606008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:19.611019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:19.615997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:19.621347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:19.626190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:19.626302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:22.631685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:22.636999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:22.641310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:22.644765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:22.644847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:25.650477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:25.655036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:25.659224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:25.662954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:25.663068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:28.668103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:28.671857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:28.675592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:28.679769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:28.679975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:31.686819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:31.691127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:31.695857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:31.700755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:31.700875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:34.707131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:34.711991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:34.717468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:34.722852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:34.722972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:37.727474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:37.731735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:37.735356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:37.738925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:37.739007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:40.744230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:40.748022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:40.751602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:40.755204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:40.755293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:43.760392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:43.764173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:43.768004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:43.771917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:43.772042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:46.778330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:46.782602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:46.786619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:46.791123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:46.791307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:49.796360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:49.800464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:49.804538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:49.808545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:49.808684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:52.813615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:52.819079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:52.823774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:52.827788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:52.827885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:55.832186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:55.836382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:55.841205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:55.846430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:55.846533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:11:58.851199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:11:58.854954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:11:58.858603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:11:58.862738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:11:58.862831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:01.867701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:01.871377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:01.875139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:01.878591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:01.878702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:04.884620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:04.889162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:04.894112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:04.899426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:04.899593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:07.906696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:07.912381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:07.918779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:07.924566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:07.924772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:10.932339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:10.936851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:10.941314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:10.945327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:10.945428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:13.951936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:13.956221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:13.960139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:13.964357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:13.964446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:16.969049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:16.972835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:16.976511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:16.980089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:16.980179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:19.985314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:19.989288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:19.993329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:19.997679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:19.997785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:23.003151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:23.008882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:23.014248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:23.018149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:23.018236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:26.023514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:26.027464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:26.031356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:26.035101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:26.035211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:29.040678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:29.045126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:29.049604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:29.053920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:29.054044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:32.059214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:32.063247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:32.067031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:32.070900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:32.071000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:35.075938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:35.080132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:35.084257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:35.088354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:35.088461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:38.095001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:38.099523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:38.103611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:38.107220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:38.107300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:41.112772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:41.117582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:41.121786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:41.125762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:41.125877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:44.132701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:44.137594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:44.142369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:44.146783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:44.146895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:47.151483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:47.155313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:47.159469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:47.163268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:47.163379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:50.169728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:50.175416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:50.182034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:50.188541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:50.188755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:53.194287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:53.199548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:53.204601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:53.208871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:53.208983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:56.214038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:56.218715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:56.223041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:56.227399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:56.227521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:12:59.233380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:12:59.237462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:12:59.241563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:12:59.245919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:12:59.246027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:02.254585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:02.263976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:02.271771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:02.277519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:02.277751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:05.283709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:05.288115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:05.292254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:05.295956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:05.296042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:08.302382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:08.307444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:08.312362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:08.316390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:08.316469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:11.321518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:11.325678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:11.329592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:11.333460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:11.333559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:14.341924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:14.345953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:14.349491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:14.353569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:14.353741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:17.359964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:17.364196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:17.371737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:17.376170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:17.376325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:20.382530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:20.386174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:20.391090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:20.395175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:20.395258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:23.399859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:23.404369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:23.410102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:23.413707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:23.413890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:26.419089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:26.422738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:26.426619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:26.430845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:26.430933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:29.435697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:29.439488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:29.443246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:29.447026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:29.447133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:32.453454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:32.458086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:32.463035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:32.468374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:32.468518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:35.473108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:35.507038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:35.541178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:35.545308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:35.545428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:38.550095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:38.554576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:38.558593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:38.563278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:38.563395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:41.569924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:41.574607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:41.579179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:41.582982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:41.583065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:44.588120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:44.592783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:44.597461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:44.601170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:44.601262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:47.605918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:47.610347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:47.614411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:47.618113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:47.618215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:50.622262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:50.625936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:50.629543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:50.632976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:50.633059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:53.637722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:53.642915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:53.647453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:53.651705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:53.651815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:56.656318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:56.660263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:56.664268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:56.668301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:56.668396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:13:59.672615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:13:59.676923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:13:59.681061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:13:59.685051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:13:59.685206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:02.691562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:02.697564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:02.702030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:02.706188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:02.706301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:05.711480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:05.716592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:05.720512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:05.725349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:05.725451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:08.729989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:08.734017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:08.737867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:08.741468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:08.741551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:11.746603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:11.751089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:11.755068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:11.760207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:11.760309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:14.764396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:14.768602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:14.773230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:14.777102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:14.777187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:17.781807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:17.785789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:17.789945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:17.793906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:17.794009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:20.798035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:20.801968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:20.806064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:20.810215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:20.810313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:23.815376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:23.820025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:23.824447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:23.828330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:23.828444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:26.833176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:26.836740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:26.840174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:26.843539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:26.843617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:29.849462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:29.853605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:29.857697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:29.861973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:29.862077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:32.868950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:32.874232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:32.878528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:32.882740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:32.882865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:35.887099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:35.891156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:35.895507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:35.903054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:35.903156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:38.907281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:38.911050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:38.914624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:38.918177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:38.918271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:41.923957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:41.929121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:41.933373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:41.938135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:41.938256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:44.943613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:44.947522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:44.951299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:44.955048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:44.955141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:47.960714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:47.964846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:47.969413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:47.974423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:47.974545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:50.981534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:50.986861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:50.991476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:50.996318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:50.996428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:54.001672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:54.006993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:54.012134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:54.015888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:54.015988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:14:57.020630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:14:57.024779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:14:57.029413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:14:57.033296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:14:57.033401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:00.039142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:00.044199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:00.048771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:00.052889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:00.052981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:03.057455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:03.061852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:03.066114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:03.070427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:03.070607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:06.075758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:06.080255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:06.085386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:06.089415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:06.089511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:09.094769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:09.099617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:09.104064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:09.108362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:09.108775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:12.114494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:12.118973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:12.123119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:12.127227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:12.127354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:15.132819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:15.137173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:15.141169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:15.146042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:15.146173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:18.151533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:18.155176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:18.159459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:18.163228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:18.163332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:21.168623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:21.173010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:21.178363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:21.184085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:21.184187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:24.191274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:24.197352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:24.202890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:24.206507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:24.206601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:27.211273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:27.215404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:27.219194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:27.222842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:27.222930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:30.229353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:30.233715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:30.238730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:30.243143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:30.243233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:33.247740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:33.251883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:33.256375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:33.260269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:33.260379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:36.267033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:36.276398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:36.280576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:36.284255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:36.284349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:39.289812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:39.293561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:39.297099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:39.301487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:39.301605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:42.307622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:42.312228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:42.317804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:42.321498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:42.321603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:45.326522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:45.333993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:45.337967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:45.342115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:45.342228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:48.347921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:48.352720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:48.356981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:48.360615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:48.360728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:51.366633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:51.372295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:51.377493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:51.382737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:51.382846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:54.387480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:54.392201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:54.396822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:54.400723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:54.400822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:15:57.407458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:15:57.413879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:15:57.419676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:15:57.425847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:15:57.425970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:00.430779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:00.435316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:00.440137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:00.443991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:00.444086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:03.449525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:03.453849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:03.458113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:03.462353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:03.462458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:06.467856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:06.472066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:06.476865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:06.482012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:06.482173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:09.488411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:09.492974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:09.497306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:09.502058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:09.502187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:12.507437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:12.511771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:12.515973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:12.519473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:12.519555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:15.525074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:15.529075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:15.532743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:15.536465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:15.536573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:18.541943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:18.546397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:18.552202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:18.557215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:18.557348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:21.563787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:21.567839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:21.571472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:21.576875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:21.577087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:24.583996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:24.590622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:24.597146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:24.601733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:24.601857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:27.606271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:27.610591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:27.614706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:27.618767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:27.618874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:30.623153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:30.626862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:30.630976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:30.636141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:30.636252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:33.640890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:33.645029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:33.649124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:33.652912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:33.653001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:36.658941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:36.662839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:36.667197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:36.671467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:36.671573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:39.676932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:39.680722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:39.684427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:39.688378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:39.688769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:42.693782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:42.698969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:42.703950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:42.708167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:42.708267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:45.714255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:45.720033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:45.725996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:45.730577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:45.730711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:48.735940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:48.740388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:48.744929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:48.749702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:48.749898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:51.755228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:51.759499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:51.763849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:51.768086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:51.768243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:54.774231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:54.778886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:54.782886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:54.786207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:54.786291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:16:57.792413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:16:57.796913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:16:57.801059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:16:57.804903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:16:57.804987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:00.812624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:00.816301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:00.819943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:00.823337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:00.823421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:03.828711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:03.832541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:03.836238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:03.839969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:03.840061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:06.844783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:06.849349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:06.854130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:06.858275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:06.858401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:09.863588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:09.868343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:09.872275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:09.876033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:09.876118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:12.880740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:12.884431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:12.888531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:12.892305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:12.892402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:15.898596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:15.902925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:15.907855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:15.913069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:15.913169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:18.920059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:18.925493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:18.929922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:18.934198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:18.934285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:21.938951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:21.942786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:21.946248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:21.949752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:21.949831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:24.954122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:24.958285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:24.963360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:24.967462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:24.967561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:27.972470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:27.977062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:27.981320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:27.985212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:27.985305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:30.989935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:30.994630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:30.999690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:31.004017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:31.004104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:34.010638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:34.014704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:34.019028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:34.023266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:34.023346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:37.028082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:37.032164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:37.035918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:37.039577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:37.039712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:40.045346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:40.049700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:40.054058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:40.058748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:40.058848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:43.066187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:43.072079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:43.077336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:43.082567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:43.082726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:46.087938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:46.092111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:46.096216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:46.103748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:46.103882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:49.108807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:49.113774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:49.117959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:49.121738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:49.121850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:52.127263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:52.131746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:52.135273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:52.139234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:52.139323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:55.435985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:55.470408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:55.505341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:55.510181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:55.510294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:17:58.515100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:17:58.520531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:17:58.525233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:17:58.529577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:17:58.529715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:01.533804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:01.538732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:01.542447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:01.546438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:01.546537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:04.551748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:04.556832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:04.562615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:04.567964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:04.568188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:07.574078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:07.577857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:07.581635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:07.585212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:07.585298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:10.590079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:10.593745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:10.597296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:10.605891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:10.605978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:13.611378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:13.616187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:13.620096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:13.623988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:13.624076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:16.632258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:16.636545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:16.641057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:16.645259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:16.645361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:19.652059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:19.656054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:19.660298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:19.665742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:19.665825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:22.673072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:22.676987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:22.680705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:22.685132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:22.685273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:25.691263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:25.696213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:25.701825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:25.706635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:25.706761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:28.712588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:28.717327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:28.722500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:28.726604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:28.726738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:31.730999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:31.735521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:31.740056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:31.744494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:31.744620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:34.749616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:34.753858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:34.758366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:34.763581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:34.763722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:37.769633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:37.773941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:37.777945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:37.782117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:37.782226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:40.787106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:40.791187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:40.795322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:40.800502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:40.800619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:43.805933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:43.809988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:43.814055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:43.818062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:43.818195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:46.823219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:46.827972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:46.831631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:46.835337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:46.835427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:49.842580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:49.846403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:49.849923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:49.853488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:49.853572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:52.858563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:52.862403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:52.866148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:52.870108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:52.870212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:55.876710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:55.882132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:55.886479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:55.890706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:55.890880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:18:58.896429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:18:58.900833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:18:58.904829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:18:58.908756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:18:58.908873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:01.914563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:01.919208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:01.923615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:01.928334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:01.928477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:04.933432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:04.937494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:04.941609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:04.945766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:04.945859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:07.952028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:07.957335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:07.961888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:07.966191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:07.966284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:10.971222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:10.974977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:10.978619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:10.982707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:10.982806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:13.987574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:13.991637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:13.995311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:13.999097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:13.999202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:17.004237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:17.010383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:17.015969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:17.023758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:17.023867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:20.028797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:20.033095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:20.037275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:20.041142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:20.041226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:23.046510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:23.050772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:23.055192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:23.059138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:23.059234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:26.157208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:26.163528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:26.168806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:26.173220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:26.173338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:29.177816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:29.181707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:29.185462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:29.189799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:29.189900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:32.196970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:32.201587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:32.206833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:32.210952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:32.211077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:35.215422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:35.219491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:35.224089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:35.228865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:35.228982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:38.234852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:38.240235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:38.244606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:38.248664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:38.248759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:41.253451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:41.257775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:41.263137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:41.267965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:41.268084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:44.273759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:44.278269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:44.282168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:44.286127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:44.286230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:47.290762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:47.295032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:47.299123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:47.303466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:47.303563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:50.309439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:50.314294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:50.318925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:50.322754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:50.322837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:53.328460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:53.332855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:53.337100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:53.341394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:53.341508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:56.346879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:56.351325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:56.355780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:56.359575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:56.359688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:19:59.364636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:19:59.368494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:19:59.372026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:19:59.375811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:19:59.375899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:02.381456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:02.387254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:02.392976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:02.397925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:02.398067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:05.403181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:05.407471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:05.411188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:05.414816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:05.415003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:08.419919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:08.423853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:08.427707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:08.431804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:08.431920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:11.436957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:11.440925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:11.444784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:11.448522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:11.448614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:14.453689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:14.457418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:14.460979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:14.464600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:14.464700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:17.470451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:17.475222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:17.479738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:17.484225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:17.484340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:20.489135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:20.492679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:20.496218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:20.499665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:20.499753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:23.505069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:23.508910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:23.512687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:23.516542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:23.516638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:26.522960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:26.528353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:26.533829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:26.538318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:26.538412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:29.542927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:29.546688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:29.550245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:29.553944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:29.554024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:32.559126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:32.563203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:32.567478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:32.571676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:32.571806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:35.607403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:35.611886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:35.616203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:35.620333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:35.620454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:38.625675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:38.629366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:38.632976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:38.636602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:38.636717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:41.642183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:41.646599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:41.650715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:41.655254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:41.655373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:44.659878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:44.663415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:44.666972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:44.670469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:44.670564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:47.677200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:47.681991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:47.686481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:47.691139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:47.691239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:50.696776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:50.700538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:50.704665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:50.708904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:50.709054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:53.714052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:53.718053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:53.721779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:53.725281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:53.725371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:56.732287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:56.737203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:56.741846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:56.746052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:56.746163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:20:59.752206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:20:59.756817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:20:59.760664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:20:59.764585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:20:59.764733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:02.769711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:02.773805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:02.777863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:02.781509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:02.781598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:05.787421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:05.791547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:05.795823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:05.800073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:05.800183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:08.805719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:08.810171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:08.815286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:08.819422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:08.819504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:11.825078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:11.829847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:11.834922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:11.840045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:11.840184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:14.845755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:14.850730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:14.855261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:14.860341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:14.860556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:17.865852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:17.870079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:17.874069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:17.878075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:17.878186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:20.883854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:20.887537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:20.892175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:20.896978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:20.897092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:23.902065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:23.906990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:23.911751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:23.916581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:23.916714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:26.922482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:26.927244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:26.931929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:26.936090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:26.936199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:29.941401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:29.945615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:29.949562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:29.953465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:29.953553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:32.959212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:32.963627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:32.967693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:32.971840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:32.971951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:35.977559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:35.982542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:35.986424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:35.991067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:35.991223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:38.996720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:39.002447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:39.007729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:39.012557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:39.012687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:42.017692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:42.022530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:42.027197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:42.031211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:42.031327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:45.037064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:45.042204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:45.047108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:45.051209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:45.051347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:48.055954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:48.060118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:48.063860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:48.067555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:48.067683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:51.071699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:51.075807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:51.079783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:51.083911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:51.084041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:54.089600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:54.093746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:54.098278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:54.102885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:54.103032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:21:57.294370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:21:57.329751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:21:57.363305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:21:57.388119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:21:57.388290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:00.392850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:00.396236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:00.399661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:00.403161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:00.403249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:03.408630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:03.413181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:03.417796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:03.422714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:03.422837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:06.428756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:06.433955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:06.439379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:06.445083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:06.445203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:09.450282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:09.454226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:09.457973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:09.461727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:09.461833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:12.467595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:12.471680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:12.475624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:12.479885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:12.479970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:15.485847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:15.490280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:15.494341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:15.498529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:15.498623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:18.503635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:18.509107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:18.514789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:18.522670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:18.522809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:21.527516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:21.531204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:21.534726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:21.538358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:21.538443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:24.542466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:24.546038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:24.549918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:24.553632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:24.553742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:27.558052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:27.562416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:27.566990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:27.571207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:27.571498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:30.576940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:30.581180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:30.585941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:30.590485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:30.590585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:33.595677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:33.599530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:33.603137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:33.607096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:33.607207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:36.612425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:36.616463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:36.620274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:36.624220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:36.624319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:39.630176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:39.635037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:39.639103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:39.642620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:39.642734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:42.648406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:42.653157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:42.657317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:42.661567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:42.661704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:45.667007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:45.671170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:45.674980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:45.678827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:45.678940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:48.684111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:48.688796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:48.693101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:48.697019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:48.697126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:51.701053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:51.705146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:51.709381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:51.712909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:51.712999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:54.717908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:54.722112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:54.726269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:54.731626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:54.731768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:22:57.737360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:22:57.741954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:22:57.747518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:22:57.752960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:22:57.753170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:00.758360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:00.762693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:00.766962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:00.771019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:00.771126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:03.777053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:03.781589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:03.785337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:03.789217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:03.789326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:06.794676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:06.798770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:06.802566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:06.806364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:06.806449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:09.812187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:09.816325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:09.820412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:09.824868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:09.824983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:12.831724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:12.836086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:12.840707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:12.844585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:12.844710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:15.849808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:15.854432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:15.858794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:15.863059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:15.863222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:18.868253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:18.873416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:18.878754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:18.883805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:18.883911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:21.889114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:21.893545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:21.897804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:21.902268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:21.902372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:24.908296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:24.913319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:24.917412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:24.922087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:24.922208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:27.927944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:27.932856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:27.937554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:27.941365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:27.941503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:30.946971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:30.951795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:30.956039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:30.961069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:30.961192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:33.967570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:33.973378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:33.979215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:33.984792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:33.984940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:36.990853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:37.183318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:37.217811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:37.222077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:37.222188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:40.226521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:40.230881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:40.235055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:40.239873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:40.240058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:43.280356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:43.285946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:43.291061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:43.295882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:43.296019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:46.301037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:46.304745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:46.309283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:46.313212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:46.313326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:49.318196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:49.322215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:49.326256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:49.330566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:49.330683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:52.336351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:52.340817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:52.344618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:52.348949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:52.349055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:55.355241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:55.359936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:55.364313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:55.368946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:55.369069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:23:58.401875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:23:58.436156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:23:58.471292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:23:58.475288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:23:58.475378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:01.480551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:01.485383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:01.490059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:01.494339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:01.494451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:04.499149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:04.504666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:04.509107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:04.513400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:04.513496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:07.518118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:07.522249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:07.527355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:07.531931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:07.532040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:10.537441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:10.542057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:10.547406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:10.551974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:10.552088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:13.556819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:13.561990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:13.566303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:13.571165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:13.571305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:16.575331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:16.579249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:16.582771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:16.586129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:16.586210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:19.590568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:19.594511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:19.598303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:19.601845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:19.601923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:22.606800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:22.610853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:22.614639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:22.618633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:22.618744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:25.623776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:25.628620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:25.633328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:25.636992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:25.637083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:28.642895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:28.648568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:28.654319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:28.658473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:28.658702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:31.664530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:31.670113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:31.675932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:31.680505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:31.680621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:34.685530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:34.689701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:34.693962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:34.697307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:34.697386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:37.702317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:37.706438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:37.710156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:37.713947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:37.714039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:40.718469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:40.722448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:40.726222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:40.730453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:40.730555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:43.736106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:43.740028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:43.744526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:43.749578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:43.750416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:46.755357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:46.759091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:46.763348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:46.767309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:46.767411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:49.773156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:49.777994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:49.782721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:49.787188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:49.787298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:52.791924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:52.795950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:52.799989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:52.804578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:52.804714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:55.810169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:55.814042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:55.817916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:55.822068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:55.822220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:24:58.828941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:24:58.834501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:24:58.841053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:24:58.846166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:24:58.846265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:01.852092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:01.857950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:01.862290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:01.866057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:01.866154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:04.873717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:04.878994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:04.883537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:04.888369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:04.888549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:07.893978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:07.899256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:07.903544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:07.907484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:07.907572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:10.913217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:10.917274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:10.921098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:10.924566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:10.924672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:13.929495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:13.933627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:13.937370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:13.941479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:13.941585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:16.946099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:16.950280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:16.954290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:16.958134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:16.958254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:19.965248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:19.970849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:19.977174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:19.982497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:19.982682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:22.987726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:22.996207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:23.000005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:23.003736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:23.003820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:26.009027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:26.013808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:26.017980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:26.022109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:26.022225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:29.028706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:29.033344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:29.130537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:29.135021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:29.135166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:32.140326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:32.149853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:32.157247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:32.163615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:32.163814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:35.169124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:35.174174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:35.179522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:35.183673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:35.183778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:38.188625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:38.193833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:38.198058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:38.202019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:38.202133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:41.206878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:41.211208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:41.215199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:41.218891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:41.218981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:44.225939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:44.232519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:44.239296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:44.244484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:44.244608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:47.250167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:47.254603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:47.260207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:47.266009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:47.266139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:50.270399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:50.274177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:50.278384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:50.282435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:50.282550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:53.286837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:53.291862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:53.295636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:53.299391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:53.299480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:56.305120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:56.309718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:56.314341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:56.318930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:56.319038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:25:59.323428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:25:59.328088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:25:59.337879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:25:59.342627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:25:59.342764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:02.348118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:02.352962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:02.358012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:02.363038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:02.363169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:05.368408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:05.373114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:05.377311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:05.381305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:05.381411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:08.387001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:08.391388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:08.395240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:08.399022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:08.399130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:11.403623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:11.407355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:11.410798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:11.414110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:11.414189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:14.420430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:14.425890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:14.431629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:14.437180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:14.437315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:17.442101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:17.447034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:17.451480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:17.456581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:17.456766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:20.460911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:20.464383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:20.468195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:20.472167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:20.472269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:23.477464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:23.482338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:23.488040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:23.492354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:23.492492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:26.496844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:26.501498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:26.506623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:26.511505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:26.511609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:29.516991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:29.521374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:29.525998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:29.529921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:29.530006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:32.536183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:32.540175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:32.544728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:32.549792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:32.549910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:35.555616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:35.560132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:35.564309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:35.568463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:35.568577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:38.574553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:38.578316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:38.582084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:38.585701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:38.585782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:41.590260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:41.594238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:41.598190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:41.602361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:41.602474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:44.607806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:44.613086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:44.618147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:44.622577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:44.622727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:47.626915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:47.630913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:47.634555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:47.638010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:47.638097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:50.642964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:50.646930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:50.651502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:50.657116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:50.657226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:53.662526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:53.667009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:53.671296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:53.674995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:53.675229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:56.682303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:56.691604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:56.697014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:56.701495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:56.701579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:26:59.707280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:26:59.712194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:26:59.717593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:26:59.723081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:26:59.723225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:02.727974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:02.732503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:02.737926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:02.742239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:02.742358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:05.746826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:05.750793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:05.754977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:05.758838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:05.758922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:08.764305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:08.768024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:08.772342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:08.776833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:08.776991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:11.782580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:11.786578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:11.790368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:11.794035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:11.794124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:14.800436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:14.804442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:14.808466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:14.812359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:14.812444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:17.817522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:17.821995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:17.826216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:17.830173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:17.830286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:20.834429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:20.838739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:20.842456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:20.846000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:20.846085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:23.851663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:23.855585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:23.859339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:23.862963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:23.863051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:26.869497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:26.874150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:26.878155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:26.883705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:26.883864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:29.889479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:29.893891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:29.900042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:29.905218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:29.905410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:32.912266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:32.916433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:32.920458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:32.923990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:32.924072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:35.929854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:35.934358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:35.942111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:35.946520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:35.946607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:38.951372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:38.956825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:38.960775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:38.964866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:38.964962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:41.970136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:41.975218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:41.979352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:41.983620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:41.983750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:44.988672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:44.993138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:44.997171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:45.001591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:45.001735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:48.006908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:48.012110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:48.016775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:48.021430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:48.021543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:51.027143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:51.031428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:51.035450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:51.038907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:51.038983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:54.045043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:54.048916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:54.052707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:54.056793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:54.056870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:27:57.063460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:27:57.067892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:27:57.072213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:27:57.076121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:27:57.076256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:00.082396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:00.285916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:00.290858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:00.295492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:00.295620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:03.301461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:03.307138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:03.312695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:03.316813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:03.316917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:06.321308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:06.325348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:06.329888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:06.334812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:06.334942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:09.340560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:09.345273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:09.350039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:09.354859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:09.354977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:12.358976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:12.362857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:12.366851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:12.370925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:12.371035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:15.376387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:15.381297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:15.386195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:15.394132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:15.394312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:18.398704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:18.402624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:18.406062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:18.409557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:18.409663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:21.414493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:21.419235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:21.423102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:21.427369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:21.427459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:24.431590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:24.435504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:24.439129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:24.443011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:24.443139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:27.448237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:27.451991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:27.455639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:27.459334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:27.459423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:30.465956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:30.471021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:30.476481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:30.482336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:30.482453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:33.486983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:33.490678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:33.494554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:33.499826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:33.499923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:36.505457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:36.509599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:36.513607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:36.517580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:36.517750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:39.523689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:39.527698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:39.531939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:39.535782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:39.535856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:42.540611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:42.544566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:42.548117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:42.551713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:42.551835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:45.557611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:45.562181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:45.566702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:45.571241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:45.571467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:48.577854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:48.583002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:48.587401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:48.591518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:48.591623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:51.597629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:51.602340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:51.606680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:51.611279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:51.611395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:54.616570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:54.620771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:54.624878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:54.628632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:54.628750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:28:57.633179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:28:57.636837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:28:57.640321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:28:57.643847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:28:57.643940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:00.649910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:00.655323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:00.660548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:00.664972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:00.665067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:03.670746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:03.674732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:03.679255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:03.682960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:03.683036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:06.689513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:06.693557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:06.696939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:06.700298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:06.700380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:09.705245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:09.710174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:09.714946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:09.719023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:09.719269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:12.725252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:12.729889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:12.734352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:12.738180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:12.738280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:15.743023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:15.747268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:15.752095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:15.757139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:15.757266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:18.762130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:18.766238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:18.769705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:18.773817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:18.773929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:21.778539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:21.782789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:21.786698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:21.790476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:21.790580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:24.795026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:24.798955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:24.803021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:24.807029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:24.807124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:27.812693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:27.816967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:27.820885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:27.824265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:27.824345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:30.830070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:30.835381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:30.840039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:30.843776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:30.843866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:33.849025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:33.853207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:33.857617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:33.861783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:33.862082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:36.867533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:36.875549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:36.880060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:36.884888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:36.885022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:39.890487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:39.895053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:39.899065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:39.902716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:39.902800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:42.908020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:42.912117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:42.917121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:42.920971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:42.921063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:45.925587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:45.929526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:45.933759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:45.937546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:45.937637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:48.943165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:48.947474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:48.951425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:48.955185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:48.955270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:51.964897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:51.969454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:51.973553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:51.977591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:51.977752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:54.982946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:54.988528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:54.994096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:54.998351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:54.998454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:29:58.003726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:29:58.008580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:29:58.013136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:29:58.017467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:29:58.017565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:01.022616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:01.027317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:01.033544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:01.038146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:01.038260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:04.043178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:04.047866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:04.053576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:04.058601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:04.058941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:07.065555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:07.071361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:07.076904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:07.082001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:07.082197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:10.087097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:10.090973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:10.094400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:10.098000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:10.098083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:13.103986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:13.108009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:13.113536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:13.117728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:13.117832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:16.123070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:16.128522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:16.133591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:16.139101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:16.139234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:19.144468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:19.150199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:19.155866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:19.160934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:19.161046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:22.166478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:22.170881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:22.175458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:22.179125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:22.179221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:25.183546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:25.187963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:25.192167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:25.196541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:25.196704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:28.201774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:28.205975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:28.210012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:28.213972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:28.214112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:31.221966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:31.227239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:31.232279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:31.237064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:31.237339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:34.243137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:34.246985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:34.253310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:34.257235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:34.257351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:37.293128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:37.296850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:37.300701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:37.304591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:37.304708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:40.310890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:40.315930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:40.320896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:40.325711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:40.325834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:43.330619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:43.334626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:43.339391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:43.343704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:43.343824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:46.349708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:46.355527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:46.362087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:46.366444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:46.366528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:49.371090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:49.375454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:49.379839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:49.383682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:49.383796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:52.388048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:52.392034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:52.395974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:52.399772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:52.399873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:55.404435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:55.408988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:55.413423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:55.417741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:55.417851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:30:58.422329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:30:58.426934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:30:58.432087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:30:58.436945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:30:58.437076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:01.441982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:01.446988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:01.451854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:01.455677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:01.455775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:04.460716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:04.464909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:04.469626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:04.475015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:04.475221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:07.482507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:07.486910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:07.492099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:07.496856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:07.496976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:10.502689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:10.509470] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:10.516185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:10.520578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:10.520730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:13.526464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:13.531910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:13.536979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:13.541167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:13.541269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:16.546421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:16.550672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:16.555119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:16.559012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:16.559110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:19.564094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:19.568289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:19.572012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:19.575789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:19.575884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:22.580555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:22.584872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:22.588736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:22.592143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:22.592223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:25.596959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:25.600921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:25.604726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:25.612714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:25.612868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:28.617070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:28.620781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:28.624379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:28.627932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:28.628017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:31.632518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:31.637373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:31.642060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:31.645870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:31.645968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:34.650743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:34.654560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:34.658493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:34.662427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:34.662514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:37.666707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:37.670534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:37.674386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:37.678797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:37.678900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:40.685122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:40.690269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:40.695166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:40.699545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:40.699814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:43.705989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:43.710804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:43.714503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:43.718785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:43.718912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:46.724390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:46.728381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:46.732286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:46.736827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:46.736947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:49.742062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:49.745904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:49.750380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:49.754130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:49.754331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:52.759463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:52.763812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:52.768413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:52.772884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:52.773024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:55.778897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:55.783036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:55.787166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:55.791197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:55.791317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:31:58.796546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:31:58.800768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:31:58.804518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:31:58.807992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:31:58.808075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:01.813998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:01.819051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:01.824827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:01.829837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:01.829944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:04.834545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:04.838289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:04.841950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:04.845608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:04.845751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:07.853425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:07.858184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:07.862390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:07.866561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:07.866683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:10.871673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:10.875566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:10.879480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:10.882837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:10.882913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:13.887196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:13.895064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:13.899011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:13.902935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:13.903027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:16.908079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:16.912581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:16.916725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:16.920527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:16.920632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:19.925168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:19.929355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:19.933166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:19.937257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:19.937515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:22.942168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:22.946162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:22.950333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:22.953779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:22.953866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:25.959207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:25.963172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:25.967105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:25.971138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:25.971235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:28.975449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:28.979589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:28.983501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:28.987187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:28.987387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:31.993615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:31.998560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:32.002844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:32.006933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:32.007080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:35.013527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:35.017481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:35.022126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:35.026273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:35.026371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:38.032000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:38.036411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:38.041012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:38.045487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:38.045624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:41.050619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:41.054867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:41.059269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:41.064008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:41.064131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:44.070278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:44.074852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:44.079191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:44.083584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:44.083720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:47.089489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:47.094223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:47.098322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:47.104563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:47.104708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:50.109607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:50.113820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:50.117783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:50.121497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:50.121594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:53.127470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:53.131759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:53.136193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:53.140475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:53.140582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:56.145375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:56.151198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:56.156604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:56.167776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:56.167952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:32:59.172770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:32:59.176714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:32:59.180333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:32:59.184137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:32:59.184276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:02.189685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:02.194279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:02.199016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:02.203354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:02.203459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:05.208852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:05.212555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:05.216508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:05.221404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:05.221494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:08.226863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:08.231371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:08.235363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:08.239541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:08.239679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:11.244773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:11.249784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:11.255127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:11.260304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:11.260428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:14.264670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:14.268538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:14.272255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:14.276069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:14.276188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:17.281562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:17.285789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:17.290040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:17.293858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:17.293967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:20.299610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:20.303819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:20.307550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:20.311319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:20.311509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:23.321979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:23.327239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:23.332097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:23.336177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:23.336264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:26.341233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:26.345544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:26.349319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:26.352791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:26.352873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:29.358290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:29.363714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:29.368189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:29.371986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:29.372075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:32.377465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:32.382957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:32.387456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:32.391143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:32.391236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:35.395611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:35.399682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:35.403785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:35.407785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:35.407897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:38.412707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:38.447801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:38.482354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:38.486151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:38.486242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:41.492795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:41.497673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:41.502076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:41.506329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:41.506481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:44.514969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:44.519127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:44.523187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:44.527211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:44.527318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:47.532486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:47.536925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:47.541123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:47.544925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:47.545015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:50.549488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:50.553822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:50.557845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:50.561671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:50.561782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:53.566189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:53.570517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:53.574612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:53.578228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:53.578313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:56.584110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:56.588285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:56.595338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:56.599152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:56.599237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:33:59.604560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:33:59.609275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:33:59.613018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:33:59.616632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:33:59.616741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:02.622951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:02.627698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:02.632944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:02.636901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:02.637010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:05.641996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:05.645812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:05.649505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:05.654274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:05.654378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:08.659443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:08.663443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:08.667033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:08.670737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:08.670840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:11.677114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:11.681778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:11.686164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:11.690599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:11.690740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:14.696057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:14.700752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:14.705072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:14.709026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:14.709151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:17.713932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:17.717777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:17.721717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:17.725501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:17.725598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:20.732327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:20.737583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:20.742811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:20.748739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:20.749328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:23.756390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:23.761701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:23.766786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:23.771017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:23.771114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:26.776877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:26.780785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:26.784311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:26.788162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:26.788283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:29.793504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:29.797454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:29.801520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:29.804987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:29.805072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:32.811319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:32.817012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:32.822268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:32.826693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:32.826796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:35.831369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:35.835217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:35.839012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:35.842864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:35.842960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:38.848008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:38.852155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:38.856289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:38.860280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:38.860382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:41.865621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:41.869460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:41.873200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:41.876858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:41.876946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:44.882910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:44.887800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:44.891842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:44.896752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:44.896870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:47.901538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:47.905456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:47.909234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:47.913073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:47.913160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:50.918070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:50.922039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:50.925769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:50.929921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:50.930007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:53.935501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:53.939237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:53.942917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:53.946989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:53.947110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:56.954014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:56.959221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:56.965345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:56.970605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:56.970765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:34:59.975477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:34:59.979792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:34:59.983957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:34:59.987700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:34:59.987829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:02.992108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:02.996518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:03.001123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:03.004605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:03.004717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:06.010318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:06.015352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:06.019909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:06.024163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:06.024275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:09.030491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:09.035447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:09.040336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:09.044534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:09.044687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:12.050905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:12.056227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:12.061146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:12.066220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:12.066329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:15.071040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:15.074767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:15.078431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:15.082057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:15.082150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:18.087457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:18.091465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:18.095364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:18.099073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:18.099165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:21.103660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:21.107760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:21.112270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:21.116456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:21.116568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:24.122216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:24.127272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:24.136943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:24.141183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:24.141305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:27.146771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:27.150883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:27.155629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:27.159811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:27.159916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:30.166105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:30.170625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:30.174559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:30.178347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:30.178435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:33.183953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:33.189101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:33.195572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:33.199403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:33.199488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:36.204682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:36.210109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:36.215867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:36.220072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:36.220202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:39.224612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:39.228416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:39.232329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:39.235950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:39.236034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:42.241490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:42.246386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:42.251263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:42.255722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:42.255816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:45.260433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:45.264239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:45.268182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:45.271764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:45.271843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:48.277694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:48.282730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:48.287565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:48.292261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:48.292389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:51.297354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:51.301342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:51.305723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:51.309754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:51.309862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:54.315047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:54.318918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:54.322529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:54.326014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:54.326100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:35:57.331004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:35:57.334947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:35:57.339065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:35:57.342950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:35:57.343061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:00.347965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:00.351628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:00.355249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:00.358913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:00.359002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:03.366062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:03.371623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:03.377204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:03.382308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:03.382443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:06.387130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:06.392356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:06.396621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:06.400385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:06.400503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:09.405028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:09.409591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:09.413987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:09.417756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:09.417862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:12.422754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:12.427237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:12.431218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:12.434869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:12.434965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:15.439821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:15.444548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:15.449436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:15.453179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:15.453291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:18.458689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:18.462972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:18.466764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:18.470184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:18.470267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:21.475091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:21.479184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:21.483030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:21.486829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:21.486933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:24.491281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:24.495056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:24.499228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:24.503153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:24.503243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:27.508869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:27.513949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:27.518900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:27.523192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:27.523285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:30.529411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:30.534920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:30.539858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:30.544863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:30.544968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:33.550461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:33.554589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:33.558851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:33.562195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:33.562279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:36.568882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:36.574166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:36.579467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:36.584372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:36.584481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:39.589540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:39.593607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:39.597921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:39.602084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:39.602174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:42.610089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:42.615519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:42.621820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:42.626775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:42.626915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:45.631880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:45.636727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:45.640754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:45.644903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:45.645000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:48.650431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:48.655304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:48.660196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:48.665052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:48.665166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:51.670852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:51.674610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:51.678626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:51.682741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:51.682839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:54.689058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:54.694189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:54.698461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:54.702288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:54.702381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:36:57.706906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:36:57.712222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:36:57.717186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:36:57.721753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:36:57.722029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:00.727239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:00.731954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:00.737179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:00.742236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:00.742345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:03.748756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:03.754185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:03.759964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:03.765356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:03.765478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:06.771046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:06.776062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:06.781044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:06.785701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:06.785809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:09.790411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:09.794105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:09.797398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:09.800870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:09.800946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:12.805170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:12.808807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:12.812343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:12.815884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:12.815968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:15.820894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:15.824739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:15.828678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:15.832168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:15.832275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:18.836483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:18.840977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:18.845189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:18.849744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:18.849860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:21.854579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:21.858886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:21.863971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:21.868083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:21.868194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:24.873484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:24.877384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:24.881077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:24.884661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:24.884747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:27.891530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:27.896902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:27.902792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:27.907458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:27.907570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:30.915379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:30.922742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:30.927918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:30.931626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:30.931722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:33.937026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:33.941751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:33.946139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:33.950158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:33.950260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:36.954704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:36.958502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:36.962695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:36.966573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:36.966699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:39.971366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:39.975361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:39.980004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:39.984133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:39.984250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:42.993507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:42.997837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:43.002160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:43.006094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:43.006202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:46.011682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:46.016466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:46.021173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:46.025835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:46.025950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:49.031624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:49.036370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:49.040608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:49.044564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:49.044693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:52.049623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:52.053836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:52.059467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:52.064136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:52.064261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:55.070205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:55.075303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:55.080144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:55.084310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:55.084445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:37:58.090575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:37:58.094850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:37:58.098585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:37:58.102887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:37:58.102972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:01.108558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:01.113849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:01.118019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:01.121589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:01.121695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:04.125849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:04.130007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:04.134292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:04.138138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:04.138230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:07.143242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:07.147469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:07.151821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:07.156339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:07.156435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:10.161294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:10.164931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:10.169267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:10.173680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:10.173797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:13.179324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:13.183164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:13.186879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:13.190466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:13.190552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:16.197117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:16.202168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:16.206905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:16.211480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:16.211615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:19.216045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:19.220511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:19.224920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:19.228895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:19.229012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:22.233239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:22.237262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:22.241008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:22.244848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:22.245050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:25.251470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:25.255484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:25.258926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:25.262311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:25.262407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:28.268199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:28.272360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:28.276247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:28.280166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:28.280271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:31.285869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:31.290051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:31.293962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:31.298726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:31.298850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:34.304293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:34.308791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:34.312737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:34.316327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:34.316410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:37.327320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:37.332161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:37.336051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:37.339861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:37.339961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:40.344752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:40.351695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:40.355425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:40.358915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:40.358997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:43.363814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:43.368462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:43.372497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:43.377365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:43.377486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:46.382511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:46.386603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:46.391965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:46.396167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:46.396256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:49.402578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:49.407001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:49.411564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:49.416452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:49.416546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:52.422177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:52.426725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:52.430989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:52.435424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:52.435545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:55.440692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:55.444814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:55.448895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:55.452740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:55.452843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:38:58.458233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:38:58.462622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:38:58.467832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:38:58.473273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:38:58.473464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:01.479204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:01.484021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:01.489627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:01.494078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:01.494175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:04.499223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:04.503701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:04.507683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:04.511756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:04.511843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:07.518025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:07.522710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:07.527516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:07.532257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:07.532404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:10.537153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:10.541780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:10.546256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:10.550279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:10.550513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:13.555045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:13.559400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:13.563378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:13.567192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:13.567274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:16.571837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:16.575245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:16.578893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:16.582300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:16.582383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:19.589194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:19.594208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:19.599084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:19.603581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:19.603761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:22.609414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:22.614372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:22.618764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:22.622753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:22.622865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:25.629129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:25.634844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:25.640580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:25.644996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:25.645106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:28.649914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:28.654045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:28.657971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:28.662085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:28.662204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:31.667299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:31.671333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:31.675465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:31.679567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:31.679704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:34.685390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:34.691014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:34.695540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:34.699457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:34.699553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:37.704042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:37.708401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:37.712555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:37.716975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:37.717087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:40.721939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:40.725947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:40.730195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:40.735238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:40.735346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:43.740342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:43.744141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:43.748067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:43.752094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:43.752188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:46.762827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:46.767477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:46.771394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:46.776445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:46.776569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:49.782730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:49.787193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:49.791542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:49.796042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:49.796172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:52.806040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:52.810687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:52.814313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:52.817877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:52.817957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:55.823724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:55.829294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:55.833089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:55.836838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:55.836929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:39:58.841618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:39:58.845771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:39:58.852549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:39:58.856816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:39:58.856900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:01.862332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:01.866551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:01.871054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:01.875833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:01.875950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:04.881342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:04.885912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:04.890740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:04.894529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:04.894614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:07.899317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:07.903561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:07.907542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:07.911674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:07.911793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:10.917545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:10.922012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:10.926131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:10.930406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:10.930514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:13.936205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:13.940785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:13.944983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:13.949166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:13.949273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:16.953969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:16.958011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:16.961758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:16.965359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:16.965445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:19.970994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:19.975160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:19.978800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:19.982221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:19.982303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:22.987426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:22.991254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:22.995043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:22.998846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:22.999009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:26.004226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:26.008226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:26.011868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:26.015240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:26.015332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:29.022869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:29.030303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:29.036967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:29.042459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:29.042593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:32.048515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:32.053020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:32.058199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:32.063137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:32.063275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:35.068264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:35.073684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:35.078745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:35.082814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:35.082906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:38.118704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:38.122276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:38.126071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:38.130357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:38.130467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:41.135481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:41.139801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:41.144079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:41.148428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:41.148552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:44.153991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:44.158301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:44.162223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:44.166882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:44.166993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:47.172431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:47.176796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:47.180957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:47.185066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:47.185171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:50.191710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:50.195735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:50.199802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:50.203401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:50.203489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:53.209826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:53.215155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:53.221374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:53.226681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:53.227151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:56.232396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:56.237080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:56.241490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:56.245179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:56.245267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:40:59.253259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:40:59.257560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:40:59.262942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:40:59.267471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:40:59.267606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:02.274010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:02.278672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:02.283242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:02.286995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:02.287092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:05.311756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:05.316781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:05.337473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:05.341346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:05.341452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:08.346543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:08.351112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:08.355953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:08.360429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:08.360729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:11.365540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:11.369539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:11.373374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:11.377115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:11.377222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:14.383360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:14.388676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:14.393109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:14.397483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:14.397582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:17.403419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:17.407709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:17.412043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:17.415986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:17.416116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:20.421665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:20.425879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:20.429884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:20.433567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:20.433696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:23.439709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:23.444340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:23.448482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:23.452542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:23.452688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:26.458003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:26.461981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:26.465689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:26.469792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:26.469878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:29.476002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:29.481039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:29.485338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:29.489493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:29.489627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:32.494453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:32.499090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:32.504250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:32.509597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:32.509736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:35.515221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:35.519687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:35.524187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:35.529142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:35.529292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:38.533757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:38.537512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:38.541308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:38.545093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:38.545184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:41.551213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:41.556362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:41.560352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:41.564924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:41.565006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:44.570276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:44.574844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:44.579235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:44.583113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:44.583235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:47.587405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:47.590999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:47.595754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:47.600459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:47.600557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:50.604886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:50.608779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:50.612637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:50.616384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:50.616472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:53.621397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:53.625595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:53.629623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:53.633251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:53.633354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:56.639359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:56.643615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:56.647717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:56.651609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:56.651722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:41:59.657169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:41:59.662300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:41:59.666556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:41:59.670788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:41:59.670892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:02.675859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:02.679830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:02.683828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:02.687597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:02.687704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:05.692853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:05.697128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:05.701493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:05.705305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:05.705438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:08.715035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:08.719724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:08.723207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:08.726859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:08.726953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:11.732894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:11.736552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:11.740261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:11.743827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:11.743906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:14.749408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:14.753328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:14.756929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:14.760425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:14.760519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:17.765584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:17.770224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:17.775039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:17.779895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:17.780020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:20.785997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:20.790872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:20.794865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:20.799898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:20.799987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:23.806404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:23.811615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:23.816251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:23.820258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:23.820379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:26.825951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:26.830160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:26.833913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:26.837524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:26.837627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:29.842304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:29.846492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:29.850302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:29.853670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:29.853752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:32.861806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:32.865518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:32.869371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:32.873183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:32.873272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:35.879673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:35.883609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:35.887521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:35.891139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:35.891230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:38.896481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:38.900097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:38.903563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:38.906995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:38.907082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:41.912929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:41.917260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:41.922145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:41.926902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:41.926998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:44.931686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:44.935475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:44.939142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:44.943102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:44.943186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:47.948540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:47.953184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:47.957957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:47.962845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:47.962975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:50.968110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:50.972023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:50.975734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:50.979346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:50.979542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:53.985483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:53.990498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:53.994168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:53.997786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:53.997874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:42:57.002306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:42:57.006499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:42:57.010964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:42:57.014945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:42:57.015028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:00.019575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:00.022999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:00.026338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:00.029701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:00.029783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:03.035088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:03.038705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:03.042354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:03.046400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:03.046496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:06.265454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:06.270285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:06.275061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:06.279316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:06.279398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:09.285164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:09.289285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:09.293739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:09.298433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:09.298548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:12.304281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:12.309314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:12.313216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:12.317082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:12.317183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:15.322254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:15.325865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:15.329566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:15.333095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:15.333189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:18.339325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:18.343469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:18.347385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:18.351186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:18.351269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:21.356522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:21.360386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:21.364719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:21.368485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:21.368585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:24.373276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:24.377578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:24.382597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:24.388462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:24.388563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:27.395031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:27.400684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:27.405179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:27.410332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:27.410478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:30.416809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:30.422191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:30.427345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:30.432028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:30.432137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:33.437800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:33.443672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:33.449293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:33.455098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:33.455245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:36.459923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:36.464309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:36.468637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:36.472532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:36.472634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:39.477039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:39.511619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:39.546733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:39.551564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:39.551709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:42.558418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:42.563441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:42.567762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:42.571491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:42.571592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:45.576860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:45.581859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:45.586454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:45.591348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:45.591475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:48.595960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:48.600507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:48.605042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:48.609342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:48.609443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:51.614139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:51.618181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:51.621839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:51.625474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:51.625582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:54.630851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:54.635128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:54.639926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:54.644849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:54.644951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:43:57.649309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:43:57.653254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:43:57.657187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:43:57.661135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:43:57.661229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:00.666744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:00.671795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:00.676777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:00.681879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:00.682002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:03.686941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:03.691297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:03.695587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:03.700346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:03.700473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:06.706746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:06.712816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:06.718026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:06.722696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:06.722816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:09.729083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:09.733280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:09.736669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:09.740178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:09.740254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:12.746104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:12.750534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:12.755126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:12.759441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:12.759721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:15.765989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:15.770626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:15.776538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:15.781853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:15.781995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:18.787537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:18.796082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:18.800851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:18.806224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:18.806374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:21.810571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:21.814284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:21.818555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:21.822323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:21.822409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:24.826813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:24.830995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:24.835476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:24.839155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:24.839243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:27.843559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:27.847942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:27.852125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:27.855728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:27.855814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:30.860807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:30.865574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:30.869825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:30.874927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:30.875030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:33.879624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:33.883586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:33.887339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:33.891595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:33.891780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:36.897389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:36.901722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:36.905924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:36.909684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:36.909778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:39.915085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:39.920421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:39.925232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:39.929679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:39.929801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:42.934986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:42.939595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:42.944578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:42.949911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:42.950019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:45.954956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:45.962576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:45.966116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:45.969668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:45.969756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:48.975443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:48.980023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:48.985472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:48.990428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:48.990638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:51.996217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:52.000194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:52.004175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:52.008121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:52.008221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:55.013834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:55.017677] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:55.022146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:55.025995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:55.026092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:44:58.031923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:44:58.036726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:44:58.041288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:44:58.045485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:44:58.045571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:01.050741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:01.054390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:01.057986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:01.061308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:01.061387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:04.066054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:04.069997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:04.073842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:04.077879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:04.077966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:07.083435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:07.089557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:07.095441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:07.100870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:07.101007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:10.105912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:10.110544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:10.114988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:10.119295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:10.119406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:13.125038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:13.129019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:13.132506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:13.136873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:13.137006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:16.141175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:16.145357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:16.149925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:16.154390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:16.154526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:19.159816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:19.163947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:19.167622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:19.171639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:19.171764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:22.177426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:22.182224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:22.186452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:22.191173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:22.191295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:25.196270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:25.200248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:25.204196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:25.208194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:25.208294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:28.213463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:28.218058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:28.221981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:28.226049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:28.226264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:31.231181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:31.235322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:31.239084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:31.242694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:31.242882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:34.248315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:34.252775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:34.257343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:34.261809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:34.261923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:37.267732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:37.276541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:37.281112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:37.285226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:37.285333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:40.289768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:40.293743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:40.297884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:40.302782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:40.302889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:43.307975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:43.312821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:43.316536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:43.320396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:43.320486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:46.325807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:46.329962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:46.333504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:46.337631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:46.337799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:49.342946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:49.347150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:49.351336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:49.355479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:49.355597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:52.361734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:52.365713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:52.369882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:52.373567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:52.373676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:55.378960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:55.382865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:55.386516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:55.390297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:55.390377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:45:58.395670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:45:58.399879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:45:58.404085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:45:58.408403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:45:58.408493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:01.415107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:01.420609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:01.427204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:01.432474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:01.432635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:04.438523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:04.444027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:04.449544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:04.453866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:04.453967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:07.458864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:07.464631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:07.469909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:07.474178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:07.474262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:10.479720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:10.483838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:10.487803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:10.491707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:10.491838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:13.497260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:13.502689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:13.507710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:13.511847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:13.511953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:16.517001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:16.522304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:16.526431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:16.530366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:16.530473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:19.537157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:19.542826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:19.547944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:19.553205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:19.553345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:22.558504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:22.562425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:22.565808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:22.569337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:22.569415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:25.574011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:25.578098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:25.581699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:25.585077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:25.585155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:28.591140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:28.594928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:28.598637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:28.602297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:28.602386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:31.607423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:31.611744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:31.615526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:31.619266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:31.619354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:34.623921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:34.627706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:34.631451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:34.635211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:34.635300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:37.640797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:37.645271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:37.649770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:37.654542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:37.654665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:40.661253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:40.666332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:40.671069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:40.676039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:40.676172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:43.681619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:43.686284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:43.691135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:43.695975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:43.696108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:46.701924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:46.707887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:46.713121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:46.717894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:46.718018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:49.722603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:49.726533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:49.730858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:49.734962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:49.735062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:52.740275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:52.744593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:52.749267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:52.754206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:52.754332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:55.760141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:55.764764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:55.769291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:55.773529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:55.773668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:46:58.779385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:46:58.783919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:46:58.787902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:46:58.792562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:46:58.792715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:01.797965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:01.801978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:01.806056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:01.810178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:01.810297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:04.815324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:04.819314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:04.823196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:04.827593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:04.827709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:07.833518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:07.838068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:07.842111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:07.846945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:07.847047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:10.852620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:10.856963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:10.861084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:10.864884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:10.864993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:13.870281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:13.874051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:13.877412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:13.881359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:13.881433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:16.886206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:16.890413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:16.894278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:16.898071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:16.898169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:19.903816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:19.907457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:19.914537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:19.918164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:19.918264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:22.924893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:22.931390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:22.936386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:22.942359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:22.942439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:25.947257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:25.951403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:25.955826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:25.959452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:25.959541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:28.964463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:28.968312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:28.972206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:28.976569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:28.976794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:31.982280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:31.986411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:31.990894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:31.995291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:31.995526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:35.001386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:35.006556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:35.011108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:35.016624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:35.016785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:38.216053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:38.221091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:38.225439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:38.250952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:38.251073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:41.257298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:41.261703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:41.266595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:41.271357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:41.271488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:44.276129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:44.279947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:44.284104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:44.288334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:44.288455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:47.293522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:47.297706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:47.303961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:47.307940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:47.308084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:50.313686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:50.319248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:50.322929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:50.330319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:50.330515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:53.335561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:53.339635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:53.343831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:53.348111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:53.348228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:56.355196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:56.359412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:56.363890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:56.367353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:56.367442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:47:59.372850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:47:59.376989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:47:59.380706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:47:59.384375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:47:59.384479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:02.389705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:02.394393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:02.399870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:02.405285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:02.405419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:05.413636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:05.419969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:05.426429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:05.431764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:05.431874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:08.437276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:08.442936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:08.448059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:08.452077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:08.452174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:11.456589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:11.460906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:11.464831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:11.469097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:11.469220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:14.474038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:14.477993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:14.482336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:14.487397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:14.487569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:17.493422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:17.498735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:17.503144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:17.508077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:17.508428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:20.513676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:20.518429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:20.523751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:20.528237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:20.528366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:23.533071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:23.537414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:23.541397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:23.545415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:23.545518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:26.550365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:26.555105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:26.559470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:26.564395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:26.564501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:29.569860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:29.574517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:29.578966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:29.582585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:29.582691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:32.587714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:32.591456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:32.595088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:32.598821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:32.598911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:35.605711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:35.611237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:35.616314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:35.621419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:35.621544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:38.627198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:38.631292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:38.635352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:38.638762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:38.638848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:41.645085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:41.650616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:41.656253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:41.661544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:41.661711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:44.666917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:44.671202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:44.675045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:44.678685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:44.678775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:47.683146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:47.686782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:47.690283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:47.693855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:47.693942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:50.699124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:50.702949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:50.706885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:50.710812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:50.710905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:53.715379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:53.719402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:53.724247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:53.728430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:53.728527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:56.733167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:56.738894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:56.743320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:56.747174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:56.747254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:48:59.753930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:48:59.758195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:48:59.761677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:48:59.765194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:48:59.765281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:02.770916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:02.775825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:02.779898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:02.783294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:02.783376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:05.787890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:05.793174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:05.798884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:05.803559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:05.803688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:08.809743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:08.814168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:08.818779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:08.822883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:08.823003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:11.827896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:11.833482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:11.838355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:11.843865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:11.844031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:14.849514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:14.853968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:14.857577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:14.861156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:14.861240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:17.866129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:17.870556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:17.874189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:17.877636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:17.877750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:20.882470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:20.886724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:20.890202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:20.893529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:20.893609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:23.898008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:23.902151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:23.906563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:23.910722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:23.910848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:26.916691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:26.920604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:26.924416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:26.928342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:26.928439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:29.932607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:29.936458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:29.941915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:29.945561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:29.945682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:32.950880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:32.956605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:32.960780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:32.964871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:32.965040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:35.970841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:35.975184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:35.980003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:35.984840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:35.984965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:38.991959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:38.997017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:39.001971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:39.006506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:39.006639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:42.011778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:42.015838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:42.019688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:42.023497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:42.023594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:45.027947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:45.031772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:45.035793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:45.039757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:45.039889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:48.045311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:48.050021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:48.053855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:48.057321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:48.057404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:51.062407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:51.066143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:51.069592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:51.072980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:51.073057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:54.078271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:54.082587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:54.087084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:54.091359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:54.091509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:49:57.096472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:49:57.100370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:49:57.104677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:49:57.108559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:49:57.108676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:00.114318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:00.118939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:00.124757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:00.128791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:00.128898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:03.134598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:03.139477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:03.144473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:03.150099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:03.150227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:06.156620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:06.163556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:06.169327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:06.173815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:06.173937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:09.178885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:09.183278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:09.187740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:09.191329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:09.191416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:12.195970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:12.199976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:12.204163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:12.211481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:12.211595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:15.216874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:15.221776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:15.226136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:15.230610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:15.230739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:18.236160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:18.241464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:18.247168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:18.251953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:18.252075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:21.256467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:21.261051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:21.265329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:21.269075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:21.269173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:24.273524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:24.276984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:24.280678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:24.284167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:24.284251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:27.288546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:27.292302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:27.296139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:27.299613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:27.299715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:30.304395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:30.308238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:30.313346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:30.317510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:30.317636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:33.322535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:33.326429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:33.330722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:33.334343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:33.334432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:36.339692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:36.343523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:36.347838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:36.351976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:36.352226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:39.544623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:39.549333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:39.553792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:39.557373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:39.557459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:42.562519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:42.566832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:42.570589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:42.574338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:42.574425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:45.578669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:45.583432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:45.589198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:45.593040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:45.593131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:48.598385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:48.602589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:48.606552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:48.609988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:48.610066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:51.615258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:51.619131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:51.622919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:51.626479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:51.626572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:54.631800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:54.635790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:54.639743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:54.643632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:54.643743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:50:57.648686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:50:57.652484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:50:57.656005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:50:57.659858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:50:57.659933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:00.665889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:00.670675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:00.674990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:00.679209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:00.679310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:03.685416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:03.689596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:03.693855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:03.698451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:03.698582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:06.703912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:06.708436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:06.712373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:06.715943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:06.716020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:09.721861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:09.726153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:09.730904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:09.734820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:09.734947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:12.740707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:12.745623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:12.749692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:12.755049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:12.755133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:15.759907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:15.763826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:15.767956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:15.772120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:15.772205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:18.776297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:18.784147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:18.788365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:18.792275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:18.792391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:21.797867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:21.802499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:21.807522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:21.812776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:21.812880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:24.817670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:24.821871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:24.825448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:24.829585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:24.829693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:27.833995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:27.838186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:27.842319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:27.846256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:27.846346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:30.852159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:30.856830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:30.861409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:30.866017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:30.866115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:33.872995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:33.878447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:33.883575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:33.887938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:33.888069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:36.893226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:36.897422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:36.901441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:36.905151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:36.905253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:39.909862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:39.914520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:39.919084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:39.923100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:39.923215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:42.928351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:42.932227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:42.936195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:42.940392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:42.940489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:45.945018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:45.948963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:45.953514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:45.957938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:45.958073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:48.963025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:48.967077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:48.971098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:48.974919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:48.975024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:51.980824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:51.985262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:51.988907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:51.992860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:51.992966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:54.998245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:55.002701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:55.007183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:55.011417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:55.011527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:51:58.016899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:51:58.020742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:51:58.024299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:51:58.028094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:51:58.028184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:01.034053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:01.037956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:01.041829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:01.046011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:01.046120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:04.052560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:04.056578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:04.060824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:04.064418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:04.064502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:07.069149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:07.072772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:07.076139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:07.079634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:07.079752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:10.084570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:10.090029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:10.095448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:10.100020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:10.100115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:13.105392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:13.109316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:13.113152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:13.116749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:13.116842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:16.121313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:16.125907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:16.130104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:16.134408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:16.134527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:19.139713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:19.144109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:19.148052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:19.152038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:19.152139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:22.158933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:22.164075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:22.169164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:22.174487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:22.174619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:25.179286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:25.183303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:25.186947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:25.190553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:25.190667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:28.197185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:28.201820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:28.206029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:28.210760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:28.210861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:31.217078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:31.221519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:31.225478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:31.229760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:31.229865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:34.235023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:34.238794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:34.242437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:34.245959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:34.246056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:37.251143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:37.255754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:37.259931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:37.264079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:37.264199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:40.269780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:40.274818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:40.279926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:40.283865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:40.283975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:43.293254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:43.298306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:43.302358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:43.306258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:43.306380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:46.312311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:46.316198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:46.319681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:46.323128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:46.323219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:49.328823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:49.333827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:49.339315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:49.344542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:49.344707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:52.349054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:52.352768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:52.356898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:52.361200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:52.361320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:55.366251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:55.370414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:55.374056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:55.378463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:55.378551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:52:58.384020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:52:58.392332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:52:58.396965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:52:58.402186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:52:58.402318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:01.409436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:01.415472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:01.420950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:01.426829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:01.426994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:04.432631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:04.437772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:04.443076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:04.448069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:04.448175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:07.452384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:07.456945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:07.461551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:07.465271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:07.465383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:10.469933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:10.474095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:10.477951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:10.481322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:10.481405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:13.486100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:13.490628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:13.494308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:13.497889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:13.497969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:16.503460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:16.507448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:16.511885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:16.516622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:16.516791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:19.523151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:19.528194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:19.532815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:19.536849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:19.536942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:22.541672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:22.545264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:22.548941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:22.553101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:22.553214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:25.559586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:25.565566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:25.570164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:25.574083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:25.574174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:28.580343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:28.584712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:28.589490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:28.593712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:28.593827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:31.599476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:31.603959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:31.608128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:31.612336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:31.612435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:34.618423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:34.623140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:34.627775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:34.632192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:34.632329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:37.637492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:37.642047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:37.646479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:37.650063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:37.650143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:40.654726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:40.751189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:40.785247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:40.852461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:40.852574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:43.857857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:43.861737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:43.865337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:43.869013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:43.869111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:46.874352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:46.878316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:46.881894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:46.885615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:46.885748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:49.890804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:49.894693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:49.898690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:49.903399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:49.903520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:52.908570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:52.912265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:52.915961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:52.919556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:52.919677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:55.925985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:55.932001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:55.936468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:55.941541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:55.941669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:53:58.948054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:53:58.952737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:53:58.957902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:53:58.962789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:53:58.963197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:01.970046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:01.975222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:01.983885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:01.989108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:01.989281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:04.995394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:04.999957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:05.004170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:05.008558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:05.008731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:08.014480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:08.018161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:08.021920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:08.025872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:08.025944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:11.325311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:11.361333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:11.397754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:11.581064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:11.581189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:14.586702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:14.590522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:14.594534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:14.598543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:14.598680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:17.603004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:17.606601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:17.610391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:17.613978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:17.614072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:20.620264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:20.625307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:20.630760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:20.635852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:20.636033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:23.642210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:23.647622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:23.651975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:23.655878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:23.656016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:26.662376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:26.666438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:26.670989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:26.675144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:26.675257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:29.680815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:29.684736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:29.688131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:29.691658] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:29.691740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:32.696500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:32.700314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:32.704002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:32.707564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:32.707675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:35.713125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:35.717919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:35.721907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:35.725915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:35.726019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:38.731521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:38.736234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:38.741301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:38.746237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:38.746340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:41.751599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:41.756594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:41.761166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:41.765144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:41.765251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:44.770005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:44.773851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:44.777279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:44.780898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:44.780978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:47.786299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:47.790165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:47.794251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:47.798033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:47.798238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:50.803509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:50.807902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:50.811988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:50.815950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:50.816050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:53.823228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:53.828789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:53.835023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:53.840335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:53.840473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:56.846708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:56.852965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:56.858186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:56.863065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:56.863236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:54:59.868639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:54:59.873556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:54:59.877447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:54:59.882315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:54:59.882470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:02.886666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:02.891161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:02.895364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:02.899027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:02.899115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:05.904385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:05.909041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:05.913952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:05.918279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:05.918417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:08.922890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:08.927137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:08.930924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:08.934905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:08.935000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:11.939517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:11.944002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:11.948143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:11.952407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:11.952550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:14.957514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:14.962073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:14.966181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:14.970393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:14.970493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:17.974755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:17.983148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:17.988732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:17.993336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:17.993677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:20.999836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:21.004428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:21.008373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:21.012171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:21.012294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:24.018090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:24.024107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:24.028882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:24.033587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:24.033750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:27.038787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:27.043036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:27.048269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:27.053108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:27.053228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:30.058482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:30.062597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:30.066927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:30.071356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:30.071483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:33.077858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:33.083490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:33.088699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:33.094168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:33.094286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:36.099940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:36.104365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:36.108992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:36.113073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:36.113312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:39.118747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:39.123000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:39.128159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:39.133100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:39.133250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:42.335023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:42.369878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:42.404428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:42.409199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:42.409286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:45.415204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:45.421299] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:45.426242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:45.431408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:45.431551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:48.437248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:48.443053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:48.448100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:48.453449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:48.453595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:51.460564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:51.464976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:51.470738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:51.475108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:51.475225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:54.481389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:54.486303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:54.492875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:54.498506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:54.498670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:55:57.503944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:55:57.508338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:55:57.512438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:55:57.517512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:55:57.517631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:00.523700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:00.528820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:00.533159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:00.538187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:00.538470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:03.544031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:03.548710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:03.553547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:03.558939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:03.559066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:06.564321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:06.568246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:06.572952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:06.577005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:06.577120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:09.581307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:09.585195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:09.589182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:09.593101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:09.593209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:12.598123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:12.612220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:12.622156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:12.626108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:12.626202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:15.631759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:15.636485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:15.641206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:15.644915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:15.645026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:18.652146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:18.657276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:18.662095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:18.668224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:18.668350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:21.673225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:21.678296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:21.682994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:21.687487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:21.687731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:24.692150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:24.696501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:24.700404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:24.704733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:24.704849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:27.710280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:27.715021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:27.720014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:27.725146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:27.725268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:30.729962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:30.734691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:30.738475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:30.742001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:30.742090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:33.748051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:33.752273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:33.756756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:33.761761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:33.762043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:36.767162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:36.771468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:36.775217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:36.779168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:36.779281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:39.784264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:39.788598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:39.792784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:39.797282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:39.797407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:42.802084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:42.807527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:42.812517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:42.816622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:42.816754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:45.821837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:45.825853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:45.829741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:45.833734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:45.833944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:48.839708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:48.844256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:48.848797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:48.853322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:48.853444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:51.859137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:51.863741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:51.867999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:51.872295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:51.872416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:54.877247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:54.881038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:54.884612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:54.888169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:54.888265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:56:57.894200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:56:57.902714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:56:57.906721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:56:57.910670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:56:57.910765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:00.915008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:00.918829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:00.922408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:00.926238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:00.926333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:03.931488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:03.935900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:03.940906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:03.946131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:03.946421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:06.951416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:06.955506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:06.959856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:06.963947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:06.964049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:09.968762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:09.972340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:09.976005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:09.979550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:09.979658] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:12.986819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:12.991895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:12.996543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:13.000885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:13.001015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:16.007241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:16.012591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:16.017130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:16.021387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:16.021502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:19.027725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:19.031667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:19.035465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:19.039276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:19.039400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:22.046113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:22.052287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:22.057726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:22.062562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:22.062852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:25.069076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:25.073490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:25.077494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:25.082281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:25.082407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:28.087497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:28.092180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:28.096530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:28.100762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:28.100897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:31.106375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:31.114060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:31.118190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:31.122619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:31.122781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:34.127561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:34.131677] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:34.135784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:34.139797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:34.139886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:37.145098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:37.152095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:37.155767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:37.159960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:37.160095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:40.165397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:40.169335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:40.173315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:40.177895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:40.178022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:43.183444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:43.188822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:43.193041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:43.196925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:43.197045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:46.202535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:46.206534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:46.211380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:46.215727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:46.215851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:49.222110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:49.227718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:49.232841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:49.236943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:49.237059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:52.242444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:52.246781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:52.250297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:52.253838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:52.253920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:55.259442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:55.263998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:55.267682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:55.271129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:55.271207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:57:58.276560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:57:58.280518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:57:58.284610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:57:58.289961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:57:58.290078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:01.294569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:01.298465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:01.302133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:01.305754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:01.305839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:04.311819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:04.316714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:04.320549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:04.324061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:04.324150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:07.330055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:07.334889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:07.339897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:07.345317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:07.345454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:10.351563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:10.355761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:10.360256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:10.365458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:10.365595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:13.370401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:13.374755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:13.379298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:13.383681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:13.383790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:16.388476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:16.392137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:16.395705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:16.399281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:16.399370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:19.405449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:19.410359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:19.415356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:19.420015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:19.420118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:22.425369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:22.429274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:22.435581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:22.441125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:22.441247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:25.445530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:25.449359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:25.453399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:25.457623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:25.457766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:28.463521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:28.468216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:28.472182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:28.476920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:28.477028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:31.483402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:31.487963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:31.492233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:31.496435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:31.496558] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:34.503101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:34.507686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:34.512192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:34.516030] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:34.516136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:37.521462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:37.525735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:37.530065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:37.534330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:37.534451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:40.539445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:40.543520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:40.547556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:40.551330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:40.551426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:43.557293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:43.561866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:43.566782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:43.571220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:43.571321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:46.578074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:46.583226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:46.587684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:46.592150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:46.592274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:49.597374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:49.601918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:49.606890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:49.611997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:49.612168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:52.618504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:52.625684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:52.631707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:52.637101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:52.637242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:55.642127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:55.646191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:55.650061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:55.653580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:55.653707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:58:58.658420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:58:58.662408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:58:58.666090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:58:58.669973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:58:58.670058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:01.675718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:01.680902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:01.685332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:01.689518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:01.689664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:04.694498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:04.698863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:04.702635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:04.706581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:04.706701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:07.711614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:07.715422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:07.719167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:07.723842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:07.723955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:10.728981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:10.733418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:10.738097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:10.742540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:10.742697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:13.748847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:13.753632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:13.758293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:13.762752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:13.762836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:16.768239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:16.772782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:16.777152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:16.781127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:16.781227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:19.785682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:19.789701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:19.793691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:19.797904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:19.797994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:22.804219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:22.809315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:22.813977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:22.818702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:22.818827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:25.823350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:25.827063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:25.830696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:25.834232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:25.834323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:28.840233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:28.844666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:28.848685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:28.852683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:28.852775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:31.857596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:31.861517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:31.865296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:31.868906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:31.868988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:34.873888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:34.878171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:34.881993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:34.885776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:34.885873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:37.891134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:37.895346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:37.899926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:37.903978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:37.904070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:40.909628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:40.913789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:40.918258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:40.922674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:40.922883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:43.930015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:43.937203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:43.942492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:43.947008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:43.947111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:46.953884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:46.958151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:46.961564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:46.965838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:46.966017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:49.972506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:49.979135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:49.985438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:49.990121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:49.990224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:52.997009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:53.003164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:53.008360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:53.013575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:53.013782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:56.019472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:56.026245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:56.031375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:56.035428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:56.035516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T21:59:59.041491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T21:59:59.045720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T21:59:59.050421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T21:59:59.054998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T21:59:59.055105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:02.062191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:02.066588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:02.071853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:02.076709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:02.076883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:05.082068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:05.086966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:05.091369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:05.095456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:05.095567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:08.101140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:08.106092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:08.110336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:08.113986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:08.114075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:11.119278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:11.123835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:11.132868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:11.138063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:11.138183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:14.234569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:14.269547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:14.305513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:14.310327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:14.310487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:17.315759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:17.320022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:17.324330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:17.328119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:17.328201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:20.333128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:20.337363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:20.342247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:20.346219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:20.346345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:23.351525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:23.355465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:23.359472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:23.364260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:23.364356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:26.371490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:26.375945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:26.380448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:26.384667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:26.384806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:29.389344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:29.393613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:29.397309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:29.400767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:29.400841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:32.405971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:32.409798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:32.413469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:32.417294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:32.417392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:35.423188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:35.427424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:35.431939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:35.436762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:35.436865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:38.444390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:38.450778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:38.457100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:38.464042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:38.464274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:41.500353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:41.506295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:41.510286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:41.514229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:41.514326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:44.520896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:44.527370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:44.532370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:44.536194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:44.536265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:47.541276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:47.545138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:47.548692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:47.552186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:47.552279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:50.557543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:50.561346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:50.564968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:50.568705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:50.568791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:53.574402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:53.578212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:53.582044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:53.586789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:53.586923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:56.592550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:56.596343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:56.599977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:56.603926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:56.604028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:00:59.609998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:00:59.613806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:00:59.617468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:00:59.621497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:00:59.621620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:02.626707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:02.630428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:02.634451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:02.638479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:02.638596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:05.643702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:05.648284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:05.652373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:05.656400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:05.656503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:08.661150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:08.665039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:08.668581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:08.672010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:08.672092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:11.677363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:11.681753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:11.686578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:11.691994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:11.692095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:14.698978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:14.704588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:14.709953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:14.714268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:14.714388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:17.718448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:17.722084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:17.725578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:17.729506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:17.729593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:20.734710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:20.738542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:20.742279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:20.745835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:20.745912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:23.752602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:23.756420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:23.760033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:23.763960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:23.764049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:26.769670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:26.773612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:26.778415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:26.783435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:26.783552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:29.791241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:29.795872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:29.799983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:29.803820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:29.803901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:32.809717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:32.814041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:32.818766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:32.822866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:32.823053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:35.828762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:35.833103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:35.836981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:35.840484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:35.840560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:38.846979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:38.851392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:38.856090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:38.860690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:38.860802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:41.867884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:41.873280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:41.879704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:41.886146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:41.886273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:44.891033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:44.896320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:44.901019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:44.904908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:44.905000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:47.909394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:47.912988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:47.916561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:47.920280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:47.920368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:50.925440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:50.929564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:50.933301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:50.936972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:50.937075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:53.943104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:53.947099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:53.950793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:53.955363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:53.955508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:56.960082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:56.964155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:56.967992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:56.971625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:56.971730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:01:59.977491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:01:59.982316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:01:59.987171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:01:59.991149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:01:59.991255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:02.996085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:02.999751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:03.003242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:03.006769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:03.006853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:06.012946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:06.017367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:06.021594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:06.025837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:06.025955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:09.032561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:09.037823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:09.042595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:09.047583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:09.047730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:12.051968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:12.056202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:12.060429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:12.064207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:12.064295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:15.071530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:15.382351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:15.388465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:15.393011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:15.393194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:18.398190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:18.402084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:18.407428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:18.412590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:18.412755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:21.418282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:21.423958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:21.430388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:21.435830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:21.435981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:24.448450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:24.458463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:24.465595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:24.471828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:24.471960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:27.476804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:27.480941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:27.484844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:27.488724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:27.488813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:30.493257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:30.497478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:30.501909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:30.506597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:30.506799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:33.512274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:33.516748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:33.521307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:33.525865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:33.526045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:36.531006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:36.535451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:36.540092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:36.544373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:36.544493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:39.550903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:39.557162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:39.562943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:39.567475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:39.567566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:42.571527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:42.576350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:42.580016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:42.583632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:42.583743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:45.588672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:45.594372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:45.599032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:45.603077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:45.603186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:48.607022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:48.610502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:48.613917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:48.617312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:48.617414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:51.622179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:51.627332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:51.631740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:51.635576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:51.635719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:54.641435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:54.646917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:54.651127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:54.654884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:54.654974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:02:57.663782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:02:57.668906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:02:57.674169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:02:57.679129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:02:57.679247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:00.683626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:00.687620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:00.691110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:00.694431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:00.694515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:03.700505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:03.705401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:03.710052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:03.714529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:03.714628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:06.718801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:06.722572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:06.726124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:06.729606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:06.729721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:09.734093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:09.738175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:09.742192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:09.745768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:09.745866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:12.750124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:12.753909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:12.757370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:12.760924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:12.761010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:15.765740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:15.769493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:15.773257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:15.776918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:15.777002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:18.782032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:18.786460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:18.790570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:18.794285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:18.794366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:21.800751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:21.806073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:21.811048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:21.815801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:21.815919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:24.821401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:24.825318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:24.829726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:24.834019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:24.834123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:27.839263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:27.843835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:27.848430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:27.852408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:27.852503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:30.857022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:30.860891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:30.865049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:30.868845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:30.868938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:33.874771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:33.879866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:33.884765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:33.894527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:33.894781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:36.899908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:36.904230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:36.908466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:36.912497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:36.912600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:39.917814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:39.921689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:39.925195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:39.928582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:39.928684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:42.932898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:42.968611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:43.003036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:43.006539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:43.006627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:46.198174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:46.232632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:46.267062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:46.271224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:46.271304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:49.276709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:49.281383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:49.286887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:49.291222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:49.291325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:52.295989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:52.301147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:52.306010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:52.310258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:52.310371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:55.315668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:55.320957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:55.325946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:55.330965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:55.331092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:03:58.335974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:03:58.340588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:03:58.345406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:03:58.350580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:03:58.350917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:01.358455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:01.363792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:01.368253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:01.372247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:01.372342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:04.379245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:04.383799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:04.387916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:04.392529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:04.392637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:07.398199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:07.403622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:07.409023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:07.414600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:07.414745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:10.418993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:10.422637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:10.426047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:10.429374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:10.429455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:13.433669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:13.437980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:13.441986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:13.445950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:13.446064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:16.451522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:16.457281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:16.462323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:16.466424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:16.466508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:19.471444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:19.475757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:19.479614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:19.483171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:19.483256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:22.488299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:22.492717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:22.497240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:22.501456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:22.501564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:25.513474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:25.519258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:25.523951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:25.529024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:25.529146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:28.534605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:28.539271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:28.543038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:28.546435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:28.546508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:31.552137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:31.556502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:31.560893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:31.565230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:31.565363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:34.572118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:34.579912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:34.586622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:34.591417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:34.591759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:37.596796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:37.601364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:37.605301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:37.608971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:37.609060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:40.614338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:40.618798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:40.623545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:40.628055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:40.628176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:43.633310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:43.638107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:43.642512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:43.646501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:43.646607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:46.651360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:46.655955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:46.660576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:46.664889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:46.665009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:49.669246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:49.672897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:49.676598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:49.684525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:49.684759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:52.689554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:52.693298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:52.697527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:52.701156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:52.701244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:55.707637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:55.714977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:55.719916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:55.723670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:55.723754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:04:58.727772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:04:58.731497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:04:58.735136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:04:58.738544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:04:58.738625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:01.745199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:01.750350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:01.756226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:01.761430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:01.761549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:04.766309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:04.771320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:04.775777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:04.779912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:04.780024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:07.786506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:07.792880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:07.798462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:07.803178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:07.803532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:10.808538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:10.812507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:10.816275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:10.821341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:10.821501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:13.826984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:13.831687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:13.835703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:13.839719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:13.839808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:16.845438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:16.850533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:16.855578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:16.860019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:16.860125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:19.868361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:19.872362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:19.875987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:19.879597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:19.879998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:22.884862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:22.888507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:22.892379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:22.896116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:22.896214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:25.901167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:25.905849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:25.909467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:25.913148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:25.913237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:28.918663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:28.922588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:28.926352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:28.930463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:28.930580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:31.936471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:31.941832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:31.946769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:31.955105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:31.955216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:34.960160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:34.964366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:34.968235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:34.971918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:34.971999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:37.978813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:37.983745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:37.988586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:37.993248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:37.993362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:40.997913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:41.001622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:41.005482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:41.009220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:41.009307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:44.013366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:44.017732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:44.022286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:44.026135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:44.026230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:47.031379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:47.036010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:47.040623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:47.044155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:47.044239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:50.049509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:50.054097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:50.058282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:50.062366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:50.062472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:53.067169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:53.070976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:53.074584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:53.078446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:53.078541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:56.084276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:56.090162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:56.095856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:56.100089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:56.100174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:05:59.104933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:05:59.108907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:05:59.112506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:05:59.116124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:05:59.116203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:02.123001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:02.127787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:02.131904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:02.135564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:02.135708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:05.141152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:05.145156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:05.149454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:05.154035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:05.154146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:08.160177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:08.164475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:08.168528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:08.172093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:08.172183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:11.177964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:11.182494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:11.192186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:11.198965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:11.199151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:14.203694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:14.207749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:14.212853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:14.217722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:14.217841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:17.224428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:17.230506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:17.235862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:17.240759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:17.240869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:20.246082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:20.252206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:20.256398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:20.261947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:20.262071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:23.267251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:23.272223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:23.276698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:23.280962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:23.281067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:26.286288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:26.290457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:26.294513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:26.298344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:26.298527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:29.304522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:29.310506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:29.314932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:29.319017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:29.319107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:32.323988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:32.328477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:32.333758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:32.338227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:32.338317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:35.342868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:35.347088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:35.351032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:35.354837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:35.354924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:38.361608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:38.366490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:38.371040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:38.375329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:38.375470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:41.380596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:41.384859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:41.388928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:41.393061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:41.393170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:44.398354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:44.401981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:44.405924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:44.409463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:44.409548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:47.416336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:47.421304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:47.426795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:47.430857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:47.430976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:50.437113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:50.442096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:50.447140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:50.451876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:50.451990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:53.460358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:53.465227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:53.469736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:53.474627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:53.474751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:56.482097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:56.486421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:56.490550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:56.494144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:56.494228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:06:59.499788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:06:59.503994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:06:59.508130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:06:59.511863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:06:59.511968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:02.516461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:02.520806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:02.524818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:02.528968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:02.529066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:05.534330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:05.542690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:05.546457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:05.550196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:05.550290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:08.556582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:08.562784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:08.570413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:08.576089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:08.576224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:11.581673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:11.585937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:11.590197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:11.594012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:11.594106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:14.600523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:14.605265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:14.609901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:14.613384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:14.613467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:17.619090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:17.623544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:17.627905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:17.632819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:17.633078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:20.639289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:20.644194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:20.649319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:20.654378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:20.654514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:23.659879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:23.663961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:23.668217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:23.672811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:23.673183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:26.683596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:26.689909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:26.694337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:26.698510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:26.698594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:29.703764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:29.708464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:29.712939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:29.716774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:29.716857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:32.722007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:32.725998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:32.729880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:32.733556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:32.733676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:35.740184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:35.744625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:35.749979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:35.755333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:35.755554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:38.762180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:38.767044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:38.771149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:38.775194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:38.775295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:41.780477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:41.784394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:41.789373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:41.793167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:41.793249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:44.798555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:44.802687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:44.806729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:44.810965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:44.811066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:47.817045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:47.822449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:47.827743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:47.834904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:47.835030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:50.840709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:50.844768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:50.848880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:50.853298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:50.853470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:53.860161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:53.865819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:53.870733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:53.876086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:53.876251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:56.882435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:56.886551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:56.890359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:56.894505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:56.894617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:07:59.900300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:07:59.904442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:07:59.908342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:07:59.912511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:07:59.912619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:02.919130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:02.923523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:02.927600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:02.931786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:02.931903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:05.937250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:05.942121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:05.946403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:05.950285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:05.950397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:08.955478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:08.960292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:08.964835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:08.969402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:08.969520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:11.974344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:11.979002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:11.983398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:11.987732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:11.987836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:14.994561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:15.000104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:15.005226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:15.010149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:15.010278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:18.017111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:18.021812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:18.026134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:18.215769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:18.215881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:21.222399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:21.227779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:21.233776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:21.238173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:21.238312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:24.243251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:24.247226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:24.251132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:24.257133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:24.257598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:27.262508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:27.266712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:27.270703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:27.274223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:27.274316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:30.279543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:30.283951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:30.288441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:30.292525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:30.292716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:33.299462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:33.303711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:33.307889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:33.312019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:33.312126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:36.318716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:36.322963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:36.327363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:36.332281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:36.332453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:39.337249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:39.341573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:39.345524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:39.353825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:39.353954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:42.358368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:42.362855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:42.366847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:42.371004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:42.371096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:45.376363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:45.380110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:45.383834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:45.387974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:45.388076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:48.393889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:48.402354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:48.406953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:48.410462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:48.410553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:51.415448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:51.420120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:51.424241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:51.428312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:51.428409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:54.434052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:54.438720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:54.443718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:54.448486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:54.448612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:08:57.453713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:08:57.457542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:08:57.461714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:08:57.465616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:08:57.465720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:00.471453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:00.476920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:00.482160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:00.486343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:00.486461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:03.492185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:03.496219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:03.500564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:03.504254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:03.504375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:06.510076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:06.514991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:06.519943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:06.523914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:06.523996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:09.528122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:09.532237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:09.536264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:09.539836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:09.539921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:12.545967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:12.550169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:12.554212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:12.558137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:12.558238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:15.562813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:15.566630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:15.570335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:15.573899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:15.573984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:18.580203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:18.585075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:18.590244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:18.595576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:18.595695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:21.600014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:21.603592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:21.607116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:21.610748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:21.610832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:24.615892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:24.620213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:24.624005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:24.627534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:24.627622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:27.632932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:27.637168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:27.641198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:27.644893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:27.644979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:30.650504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:30.654697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:30.658796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:30.662558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:30.662672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:33.668379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:33.672778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:33.677036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:33.681058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:33.681190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:36.687116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:36.691717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:36.695577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:36.699278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:36.699377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:39.704527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:39.709001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:39.712604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:39.716431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:39.716516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:42.721930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:42.727378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:42.732791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:42.738092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:42.738213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:45.743093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:45.746531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:45.750395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:45.753802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:45.753880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:48.759430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:48.763745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:48.771512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:48.775602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:48.775707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:51.780497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:51.784709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:51.788591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:51.793621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:51.793771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:54.798907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:54.803375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:54.807442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:54.811367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:54.811465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:09:57.815536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:09:57.819466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:09:57.823453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:09:57.827620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:09:57.827756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:00.833237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:00.837348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:00.841212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:00.844871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:00.844960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:03.850064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:03.854919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:03.859551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:03.864230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:03.864338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:06.868995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:06.873048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:06.877031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:06.881035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:06.881173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:09.888274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:09.893899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:09.899142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:09.903921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:09.904053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:12.908974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:12.913268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:12.917416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:12.921308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:12.921404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:15.927358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:15.932279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:15.938033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:15.943201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:15.943322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:18.949097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:18.953685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:18.958336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:18.962492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:18.962592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:21.968501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:21.972589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:21.977801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:21.985166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:21.985264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:24.990490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:24.994879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:24.999040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:25.003044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:25.003163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:28.008364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:28.012915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:28.017322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:28.021896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:28.021996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:31.026818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:31.031220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:31.035129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:31.039203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:31.039300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:34.044503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:34.048855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:34.052241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:34.056549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:34.056727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:37.062574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:37.066591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:37.070866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:37.074796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:37.074894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:40.079990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:40.083690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:40.087315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:40.090984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:40.091080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:43.126434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:43.131457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:43.136613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:43.141473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:43.141583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:46.147902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:46.153171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:46.158845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:46.162921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:46.163035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:49.169113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:49.173808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:49.178004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:49.181487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:49.181569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:52.188417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:52.193816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:52.199526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:52.206475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:52.206602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:55.212731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:55.217167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:55.222184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:55.227119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:55.227227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:10:58.233074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:10:58.237816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:10:58.242119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:10:58.245937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:10:58.246014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:01.251922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:01.256664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:01.260984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:01.264477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:01.264564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:04.270259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:04.275252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:04.279432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:04.283826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:04.283921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:07.289241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:07.293497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:07.298865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:07.304593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:07.304767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:10.310070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:10.314612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:10.319221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:10.323939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:10.324057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:13.329157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:13.332682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:13.337007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:13.341183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:13.341276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:16.346199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:16.350345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:16.354464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:16.358297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:16.358383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:19.362866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:19.367385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:19.372068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:19.375925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:19.376025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:22.381056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:22.385598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:22.389910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:22.393565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:22.393669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:25.398331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:25.402965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:25.407581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:25.414847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:25.415026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:28.420424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:28.424490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:28.428446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:28.432083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:28.432174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:31.439160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:31.444394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:31.449684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:31.453852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:31.453942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:34.458332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:34.462730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:34.466771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:34.471115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:34.471200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:37.475898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:37.479529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:37.483154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:37.486698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:37.486787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:40.492204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:40.496084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:40.499781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:40.503839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:40.503930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:43.509335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:43.513845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:43.518332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:43.523016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:43.523124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:46.527786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:46.531824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:46.536076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:46.539821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:46.539929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:49.544781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:49.549510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:49.554360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:49.558230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:49.558325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:52.563916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:52.568689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:52.573274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:52.578320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:52.578526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:55.582820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:55.586921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:55.590630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:55.594274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:55.594363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:11:58.598730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:11:58.602440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:11:58.606155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:11:58.610568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:11:58.610742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:01.616383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:01.621247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:01.625477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:01.629939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:01.630075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:04.634572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:04.639195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:04.645166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:04.649465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:04.649571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:07.655148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:07.659612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:07.664174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:07.668687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:07.668789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:10.673816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:10.678156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:10.683006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:10.687448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:10.687569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:13.692006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:13.695986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:13.700074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:13.703708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:13.703810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:16.709446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:16.714972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:16.719440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:16.723124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:16.723206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:19.727698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:19.732398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:19.737031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:19.741054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:19.741159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:22.745681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:22.752975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:22.757576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:22.761748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:22.761853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:25.767175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:25.771627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:25.775624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:25.779555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:25.779695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:28.784821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:28.789197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:28.793339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:28.797594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:28.797724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:31.802712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:31.806827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:31.811172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:31.815380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:31.815489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:34.821125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:34.826388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:34.831243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:34.835114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:34.835212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:37.839625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:37.843679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:37.848008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:37.852035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:37.852147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:40.858151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:40.862175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:40.866427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:40.871108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:40.871220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:43.875841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:43.880450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:43.884557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:43.889305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:43.889523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:46.895018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:46.899910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:46.903800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:46.907433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:46.907515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:49.912373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:49.917398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:49.923145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:49.928124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:49.928244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:52.935568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:52.941357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:52.946709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:52.952998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:52.953128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:55.958316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:55.963111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:55.967214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:55.971138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:55.971234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:12:58.978052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:12:58.983374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:12:58.988283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:12:58.992258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:12:58.992460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:01.998393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:02.003753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:02.008968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:02.014051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:02.014188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:05.018793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:05.022377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:05.025991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:05.029444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:05.029529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:08.034077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:08.038042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:08.042075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:08.046133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:08.046238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:11.050846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:11.056695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:11.061792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:11.066938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:11.067110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:14.072080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:14.076691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:14.080501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:14.084629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:14.084786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:17.089829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:17.093903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:17.097897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:17.101500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:17.101588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:20.107825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:20.112530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:20.116558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:20.121076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:20.121230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:23.127812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:23.133703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:23.139274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:23.145092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:23.145282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:26.150211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:26.154396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:26.158496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:26.163111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:26.163408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:29.171019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:29.175288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:29.180006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:29.185355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:29.185440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:32.190094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:32.194096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:32.198176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:32.202445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:32.202535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:35.207501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:35.211519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:35.216866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:35.221900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:35.222002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:38.227542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:38.231622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:38.235677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:38.239329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:38.239409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:41.243940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:41.247857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:41.255093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:41.259445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:41.259561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:44.265171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:44.300251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:44.335817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:44.340054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:44.340161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:47.345204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:47.349740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:47.353634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:47.357424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:47.357525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:50.362584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:50.367801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:50.373616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:50.377291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:50.377375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:53.382367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:53.386631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:53.390291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:53.393923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:53.394010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:56.399866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:56.403540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:56.407308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:56.411437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:56.411551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:13:59.416231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:13:59.421979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:13:59.425556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:13:59.429364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:13:59.429469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:02.433619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:02.438471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:02.442300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:02.445995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:02.446083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:05.453281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:05.458966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:05.463701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:05.468249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:05.468392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:08.472957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:08.476810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:08.481260] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:08.485427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:08.485534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:11.491198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:11.495817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:11.500240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:11.504434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:11.504559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:14.509109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:14.513168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:14.517019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:14.521956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:14.522065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:17.527476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:17.532604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:17.537371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:17.542473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:17.542604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:20.547026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:20.552615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:20.558022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:20.563164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:20.563300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:23.568447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:23.572715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:23.576564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:23.580402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:23.580511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:26.585392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:26.590428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:26.595357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:26.600500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:26.600616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:29.606441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:29.612150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:29.617902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:29.622673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:29.622792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:32.628422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:32.632879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:32.637337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:32.643497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:32.643591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:35.647866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:35.654811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:35.658820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:35.663542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:35.663795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:38.671363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:38.679081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:38.686939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:38.692912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:38.693060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:41.699008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:41.704116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:41.708236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:41.713197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:41.713528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:44.719543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:44.723618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:44.727686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:44.732180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:44.732277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:47.737761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:47.741885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:47.745961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:47.749501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:47.749579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:50.755008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:50.764108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:50.770253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:50.775089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:50.775212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:53.780732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:53.785053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:53.789426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:53.793532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:53.793677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:56.798695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:56.803454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:56.808989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:56.813808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:56.813900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:14:59.818872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:14:59.822610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:14:59.826473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:14:59.830139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:14:59.830231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:02.835632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:02.840164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:02.844160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:02.849348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:02.849466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:05.855195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:05.860138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:05.865815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:05.871092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:05.871424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:08.878273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:08.882140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:08.886333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:08.890533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:08.890683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:11.895981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:11.900837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:11.905908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:11.909847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:11.909941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:14.914699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:14.919202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:14.923632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:14.927775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:14.927927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:17.933437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:17.938106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:17.942963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:17.946896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:17.947008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:20.952433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:20.957056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:20.961823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:20.965688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:20.965796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:23.971101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:23.975318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:23.979205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:23.983455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:23.983549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:26.992204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:26.996115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:26.999760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:27.003549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:27.003670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:30.009213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:30.014250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:30.018241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:30.022215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:30.022326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:33.028074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:33.032403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:33.036194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:33.042076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:33.042479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:36.052669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:36.058120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:36.062961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:36.067005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:36.067089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:39.072301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:39.076695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:39.081427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:39.085593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:39.085739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:42.091294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:42.096330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:42.100421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:42.104182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:42.104285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:45.108680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:45.112468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:45.116176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:45.120150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:45.120240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:48.125506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:48.129754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:48.133698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:48.137839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:48.137953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:51.143323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:51.148576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:51.153337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:51.157337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:51.157432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:54.162992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:54.167983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:54.172076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:54.175763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:54.175847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:15:57.181421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:15:57.186795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:15:57.192007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:15:57.195971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:15:57.196121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:00.200915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:00.205099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:00.209145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:00.212943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:00.213070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:03.218427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:03.222502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:03.226947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:03.230714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:03.230818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:06.238228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:06.242587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:06.246429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:06.250156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:06.250244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:09.256812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:09.260988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:09.265636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:09.269409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:09.269501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:12.274199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:12.278198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:12.283752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:12.287948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:12.288059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:15.293342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:15.297793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:15.302090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:15.306419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:15.306576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:18.311990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:18.315687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:18.319771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:18.323432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:18.323519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:21.330439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:21.336008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:21.341764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:21.346674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:21.346777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:24.352695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:24.357558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:24.363212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:24.368165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:24.368274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:27.372813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:27.377038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:27.381209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:27.385223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:27.385322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:30.389418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:30.393110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:30.396477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:30.399970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:30.400053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:33.404066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:33.407726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:33.411685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:33.415318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:33.415406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:36.419819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:36.424109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:36.428524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:36.432220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:36.432314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:39.437985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:39.442216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:39.446148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:39.449984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:39.450089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:42.456478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:42.460990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:42.465402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:42.470009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:42.470146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:45.475531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:45.479942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:45.484090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:45.488212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:45.488330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:48.493692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:48.498693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:48.503477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:48.507796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:48.507934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:51.512464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:51.517278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:51.521941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:51.526173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:51.526270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:54.532395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:54.539217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:54.544463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:54.549202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:54.549366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:16:57.554178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:16:57.558511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:16:57.562614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:16:57.566418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:16:57.566514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:00.572076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:00.576829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:00.581361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:00.586914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:00.587065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:03.593116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:03.599248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:03.604890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:03.609162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:03.609248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:06.614887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:06.622732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:06.627685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:06.632174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:06.632298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:09.637601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:09.642972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:09.647496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:09.651474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:09.651574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:12.657975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:12.662918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:12.667931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:12.671889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:12.671999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:15.678251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:15.682338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:15.686326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:15.690485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:15.690602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:18.696703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:18.701336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:18.705268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:18.708950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:18.709029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:21.714883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:21.720715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:21.725805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:21.729428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:21.729509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:24.734308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:24.738170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:24.741748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:24.745812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:24.745915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:27.751700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:27.755400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:27.759583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:27.763341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:27.763427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:30.768418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:30.772765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:30.777332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:30.781420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:30.781523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:33.786406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:33.791277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:33.796099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:33.800205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:33.800311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:36.805788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:36.810696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:36.815958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:36.819844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:36.819938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:39.824354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:39.828671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:39.832451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:39.836125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:39.836218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:42.841026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:42.845227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:42.849583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:42.854136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:42.854272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:45.860344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:45.865409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:45.870861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:45.876197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:45.876344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:48.882085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:48.886095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:48.890006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:48.893730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:48.893854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:51.899905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:51.904846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:51.909753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:51.914094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:51.914251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:54.920311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:54.924535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:54.928974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:54.932814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:54.932923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:17:57.939630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:17:57.945662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:17:57.950493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:17:57.955083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:17:57.955206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:00.961515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:00.967270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:00.971667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:00.976423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:00.976564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:03.983355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:03.988021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:03.992997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:03.998164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:03.998292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:07.003718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:07.008621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:07.012473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:07.017356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:07.017500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:10.022626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:10.026779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:10.030695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:10.034681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:10.034766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:13.040091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:13.045323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:13.049220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:13.052913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:13.053003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:16.059563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:16.063984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:16.068709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:16.072355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:16.072435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:19.077201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:19.080845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:19.084617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:19.088565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:19.088675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:22.188438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:22.193131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:22.197548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:22.201808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:22.201916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:25.207734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:25.213154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:25.218518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:25.224095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:25.224227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:28.231160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:28.235978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:28.240546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:28.244793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:28.244888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:31.249701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:31.253970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:31.259486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:31.264009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:31.264351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:34.269616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:34.273607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:34.277560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:34.281446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:34.281538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:37.286942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:37.290854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:37.294819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:37.298618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:37.298744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:40.305044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:40.309560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:40.313742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:40.318047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:40.318156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:43.322489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:43.326636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:43.330713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:43.334996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:43.335102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:46.341880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:46.347160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:46.352318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:46.357329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:46.357467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:49.363806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:49.368729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:49.372942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:49.376976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:49.377086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:52.383117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:52.387959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:52.392747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:52.397370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:52.397491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:55.401815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:55.406091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:55.410417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:55.414460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:55.414552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:18:58.419943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:18:58.424029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:18:58.427907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:18:58.431747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:18:58.431878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:01.437986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:01.442479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:01.446697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:01.450610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:01.450743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:04.457496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:04.462895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:04.468606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:04.473395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:04.473476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:07.479667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:07.485361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:07.489857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:07.495109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:07.495519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:10.500698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:10.504448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:10.508130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:10.515777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:10.515900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:13.522510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:13.527184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:13.532041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:13.536380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:13.536572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:16.543092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:16.548134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:16.552996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:16.557952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:16.558083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:19.564726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:19.569089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:19.572886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:19.576527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:19.576612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:22.582232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:22.587237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:22.591709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:22.596036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:22.596143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:25.601509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:25.606015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:25.609926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:25.613587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:25.613696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:28.619583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:28.624166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:28.628788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:28.632669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:28.632771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:31.637871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:31.641847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:31.645390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:31.653080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:31.653195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:34.658266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:34.662345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:34.666235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:34.669882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:34.669963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:37.676838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:37.682596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:37.687992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:37.693158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:37.693297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:40.700468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:40.704571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:40.708528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:40.712586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:40.712692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:43.718093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:43.722055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:43.726546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:43.731620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:43.731803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:46.737497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:46.742506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:46.746403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:46.751157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:46.751319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:49.756437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:49.760835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:49.765534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:49.769601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:49.769715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:52.775190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:52.779690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:52.783500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:52.786998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:52.787081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:55.792528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:55.796293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:55.801071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:55.806284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:55.806414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:19:58.811099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:19:58.815265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:19:58.819518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:19:58.823623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:19:58.823748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:01.829163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:01.832962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:01.836604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:01.840157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:01.840244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:04.845707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:04.851291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:04.856303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:04.861572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:04.861742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:07.866976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:07.870886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:07.874606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:07.878377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:07.878476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:10.883379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:10.887473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:10.891540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:10.896015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:10.896123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:13.901233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:13.904889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:13.912825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:13.916616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:13.916731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:16.921507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:16.925680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:16.929830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:16.933815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:16.933892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:19.939812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:19.944311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:19.949069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:19.953039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:19.953152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:22.960930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:22.966229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:22.971078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:22.975024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:22.975131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:25.979829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:25.984120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:25.989011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:25.993173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:25.993274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:28.997786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:29.001565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:29.006316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:29.010388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:29.010489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:32.015790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:32.019884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:32.023744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:32.028320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:32.028433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:35.033910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:35.038328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:35.042730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:35.046860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:35.046949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:38.052677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:38.056719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:38.060507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:38.064309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:38.064401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:41.069795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:41.074458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:41.079203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:41.084420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:41.084561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:44.122045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:44.126835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:44.131594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:44.136457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:44.136573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:47.141069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:47.145293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:47.149280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:47.153088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:47.153188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:50.158470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:50.163015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:50.166988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:50.170622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:50.170728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:53.176544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:53.181422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:53.187832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:53.193227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:53.193349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:56.198804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:56.203039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:56.207127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:56.211489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:56.211620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:20:59.216597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:20:59.221138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:20:59.225583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:20:59.229890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:20:59.230002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:02.234840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:02.238690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:02.242671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:02.246450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:02.246547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:05.251558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:05.255584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:05.259354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:05.263123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:05.263232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:08.268979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:08.273411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:08.277013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:08.280354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:08.280436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:11.285551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:11.289959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:11.294868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:11.299884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:11.300009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:14.305383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:14.310210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:14.314590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:14.318970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:14.319082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:17.323636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:17.327685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:17.331213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:17.334608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:17.334716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:20.339940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:20.344180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:20.348468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:20.352750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:20.352862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:23.358865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:23.363606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:23.368144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:23.372300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:23.372396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:26.377198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:26.381466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:26.385669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:26.389916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:26.390042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:29.397020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:29.401237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:29.404845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:29.408410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:29.408505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:32.414125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:32.418992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:32.423637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:32.428251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:32.428392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:35.433800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:35.437735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:35.441872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:35.445762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:35.445856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:38.451780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:38.456707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:38.461766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:38.466576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:38.466718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:41.472014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:41.476301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:41.480327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:41.484869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:41.484981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:44.490136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:44.494410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:44.498610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:44.502801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:44.502898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:47.508541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:47.513349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:47.517961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:47.522104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:47.522213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:50.527423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:50.531685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:50.535357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:50.539058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:50.539145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:53.543596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:53.548446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:53.552519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:53.556165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:53.556249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:56.561447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:56.565486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:56.569194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:56.573095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:56.573187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:21:59.581820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:21:59.585991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:21:59.589529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:21:59.593194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:21:59.593297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:02.599947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:02.605187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:02.610610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:02.615463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:02.615618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:05.621192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:05.625156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:05.628890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:05.632509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:05.632605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:08.637714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:08.642435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:08.646692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:08.652473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:08.652623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:11.657485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:11.661328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:11.665370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:11.669072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:11.669153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:14.675716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:14.679785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:14.684241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:14.688971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:14.689068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:17.694777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:17.700078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:17.704333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:17.708227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:17.708326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:20.713364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:20.717321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:20.721247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:20.725004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:20.725115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:23.731691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:23.735733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:23.740320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:23.744729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:23.744829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:26.750827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:26.755779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:26.760440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:26.765249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:26.765397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:29.770405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:29.774298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:29.777927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:29.781872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:29.781960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:32.789046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:32.793601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:32.798009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:32.802551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:32.802698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:35.807742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:35.811633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:35.816003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:35.819842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:35.819930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:38.824727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:38.828287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:38.831777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:38.835824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:38.835947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:41.841528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:41.845317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:41.848907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:41.852511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:41.852606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:44.857961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:44.864427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:44.868972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:44.873239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:44.873554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:47.878584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:47.882824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:47.886698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:47.890599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:47.890732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:50.895679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:50.899928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:50.903717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:50.907412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:50.907504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:53.914059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:53.920055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:53.925365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:53.929344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:53.929440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:56.934488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:56.938400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:56.942475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:56.946573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:56.946743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:22:59.952044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:22:59.956355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:22:59.959898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:22:59.963488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:22:59.963582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:02.969692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:02.973684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:02.977538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:02.980998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:02.981081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:05.985398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:05.989568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:05.994512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:05.999737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:05.999843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:09.006388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:09.012095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:09.017952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:09.023527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:09.023712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:12.028074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:12.031558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:12.035033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:12.038512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:12.038601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:15.044674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:15.049291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:15.054022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:15.058328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:15.058448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:18.065757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:18.070208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:18.074209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:18.079064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:18.079239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:21.084218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:21.089551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:21.094790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:21.100259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:21.100380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:24.193580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:24.228044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:24.262818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:24.266376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:24.266460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:27.271721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:27.275951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:27.280337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:27.284987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:27.285096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:30.289482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:30.293232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:30.296801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:30.300372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:30.300461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:33.306763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:33.310497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:33.315044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:33.320669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:33.320766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:36.325262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:36.330587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:36.335552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:36.340971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:36.341269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:39.346276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:39.350122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:39.353983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:39.357804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:39.357922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:42.363668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:42.368020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:42.372143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:42.378234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:42.378379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:45.383330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:45.417489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:45.458106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:45.462188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:45.462286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:48.467420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:48.473006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:48.477370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:48.481216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:48.481318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:51.485279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:51.488833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:51.492414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:51.495948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:51.496033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:54.500322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:54.504530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:54.509058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:54.513061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:54.513155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:23:57.517410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:23:57.521738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:23:57.525687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:23:57.530031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:23:57.530134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:00.535349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:00.540506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:00.545272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:00.549398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:00.549499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:03.553539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:03.557152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:03.560845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:03.564544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:03.564675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:06.569883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:06.573527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:06.577146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:06.580932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:06.581025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:09.586236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:09.591681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:09.597368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:09.603169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:09.603497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:12.610179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:12.615301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:12.620154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:12.625163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:12.625263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:15.631508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:15.636420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:15.640855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:15.646119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:15.646232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:18.652897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:18.658276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:18.664522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:18.669718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:18.669837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:21.675213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:21.679391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:21.683441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:21.687143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:21.687231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:24.693809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:24.698518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:24.703677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:24.707423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:24.707522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:27.712831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:27.716741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:27.720330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:27.724025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:27.724108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:30.729678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:30.734582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:30.738814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:30.742960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:30.743068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:33.748637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:33.753209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:33.757531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:33.762001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:33.762122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:36.766940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:36.771350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:36.775419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:36.779604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:36.779723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:39.784464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:39.788687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:39.792891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:39.796567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:39.796692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:42.802718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:42.807369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:42.812183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:42.816178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:42.816282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:45.821207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:45.825032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:45.829256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:45.833463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:45.833576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:48.838741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:48.842620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:48.846437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:48.850187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:48.850263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:51.855445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:51.859152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:51.862634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:51.866701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:51.866819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:54.872855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:54.877532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:54.882625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:54.887390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:54.887493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:24:57.893675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:24:57.899028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:24:57.903433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:24:57.907738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:24:57.907918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:00.913976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:00.918488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:00.922468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:00.926852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:00.926955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:03.932108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:03.936403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:03.940398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:03.944629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:03.944746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:06.949971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:06.954356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:06.959751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:06.965582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:06.965920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:09.970945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:09.974838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:09.979120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:09.983258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:09.983361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:12.988618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:12.992304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:12.996096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:13.000101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:13.000182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:16.005739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:16.010162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:16.014599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:16.019190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:16.019320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:19.025222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:19.030709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:19.035564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:19.040414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:19.040519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:22.045031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:22.048582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:22.052111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:22.055499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:22.055582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:25.065392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:25.071714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:25.077676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:25.081752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:25.081867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:28.085966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:28.089773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:28.093408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:28.097058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:28.097144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:31.103830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:31.109129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:31.114793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:31.119805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:31.119929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:34.124066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:34.127747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:34.131406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:34.134972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:34.135062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:37.141750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:37.146716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:37.151632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:37.155691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:37.155793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:40.160583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:40.164218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:40.168015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:40.171901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:40.172016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:43.178452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:43.182962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:43.189608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:43.194060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:43.194172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:46.200048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:46.205790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:46.211845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:46.217136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:46.217256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:49.222953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:49.227138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:49.231607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:49.235745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:49.235842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:52.242067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:52.247529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:52.253071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:52.257688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:52.257814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:55.263893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:55.268940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:55.274447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:55.279810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:55.279930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:25:58.284925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:25:58.288613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:25:58.292212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:25:58.295779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:25:58.295878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:01.302782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:01.307436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:01.311362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:01.315847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:01.315950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:04.325550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:04.331334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:04.337949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:04.343788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:04.343934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:07.350281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:07.354814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:07.359721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:07.365000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:07.365222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:10.370236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:10.374854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:10.379027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:10.382841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:10.382921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:13.388783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:13.393588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:13.397998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:13.404067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:13.404192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:16.409800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:16.414054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:16.417993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:16.421824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:16.421918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:19.427224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:19.431029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:19.434861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:19.438377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:19.438474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:22.443576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:22.447298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:22.450979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:22.454391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:22.454490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:25.460844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:25.466197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:25.471519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:25.476264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:25.476386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:28.482074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:28.486343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:28.490488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:28.494364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:28.494478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:31.499572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:31.503424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:31.507248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:31.510778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:31.510871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:34.517117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:34.521586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:34.525565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:34.529457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:34.529565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:37.535107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:37.539167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:37.543063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:37.547423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:37.547522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:40.554085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:40.558889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:40.563585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:40.567733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:40.567816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:43.579047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:43.585086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:43.590408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:43.595569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:43.595746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:46.600359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:46.604778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:46.609447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:46.613404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:46.613497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:49.618936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:49.623015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:49.627805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:49.632005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:49.632090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:52.636078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:52.639516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:52.643292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:52.646835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:52.646914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:55.652932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:55.657215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:55.662631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:55.667422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:55.667552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:26:58.671592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:26:58.675265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:26:58.678764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:26:58.682145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:26:58.682229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:01.687441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:01.691964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:01.696067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:01.699976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:01.700077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:04.704757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:04.708426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:04.711966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:04.715564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:04.715678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:07.720100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:07.723834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:07.727443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:07.731097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:07.731186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:10.735344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:10.739042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:10.742633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:10.746317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:10.746405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:13.753193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:13.759331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:13.766006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:13.776623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:13.776850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:16.781110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:16.785132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:16.789793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:16.794161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:16.794285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:19.799543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:19.803863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:19.808006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:19.811783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:19.811874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:22.816304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:22.820505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:22.825180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:22.829308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:22.829429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:25.833493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:25.837510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:25.841729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:25.845235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:25.845319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:28.850120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:28.854895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:28.859363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:28.863486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:28.863597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:31.869162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:31.874424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:31.879465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:31.883670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:31.883792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:34.889248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:34.893586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:34.898067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:34.901868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:34.901959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:37.907532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:37.911577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:37.915226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:37.918684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:37.918768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:40.923903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:40.928107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:40.932796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:40.936732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:40.936859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:43.941558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:43.945874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:43.950164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:43.954218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:43.954348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:46.959447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:46.963382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:46.966886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:46.973578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:46.973730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:49.979319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:49.984926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:49.991177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:49.996816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:49.996974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:53.002168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:53.006809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:53.011371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:53.016034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:53.016144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:56.020837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:56.119416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:56.124225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:56.127901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:56.128000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:27:59.133200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:27:59.137572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:27:59.141958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:27:59.146072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:27:59.146150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:02.152736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:02.158223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:02.163069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:02.167013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:02.167098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:05.175025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:05.182314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:05.193296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:05.198135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:05.198301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:08.202943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:08.207103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:08.211537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:08.215782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:08.215889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:11.221731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:11.225705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:11.230250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:11.234149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:11.234259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:14.241263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:14.246022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:14.250631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:14.256041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:14.256184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:17.260871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:17.264564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:17.268479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:17.272308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:17.272415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:20.277385] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:20.282414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:20.286921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:20.291289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:20.291404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:23.297290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:23.301749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:23.306284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:23.311472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:23.311586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:26.317987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:26.322926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:26.327710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:26.331346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:26.331427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:29.337506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:29.342738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:29.347944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:29.352895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:29.353020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:32.359951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:32.364950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:32.370273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:32.375351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:32.375486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:35.379883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:35.383935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:35.387800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:35.391674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:35.391784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:38.396873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:38.400633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:38.405145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:38.409912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:38.410034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:41.415086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:41.419058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:41.422877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:41.427232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:41.427583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:44.433393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:44.437449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:44.441311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:44.445075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:44.445158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:47.450387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:47.454847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:47.459455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:47.464126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:47.464216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:50.469778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:50.474092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:50.477738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:50.485275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:50.485368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:53.491003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:53.496261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:53.501251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:53.506276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:53.506406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:56.512295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:56.517373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:56.522693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:56.526689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:56.526785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:28:59.534504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:28:59.540983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:28:59.547222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:28:59.553709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:28:59.553867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:02.559059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:02.562844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:02.566435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:02.570687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:02.570775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:05.575829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:05.579943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:05.584040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:05.588229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:05.588330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:08.595163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:08.600972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:08.605310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:08.609392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:08.609491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:11.614054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:11.618031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:11.621806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:11.625805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:11.625898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:14.630382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:14.634305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:14.638157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:14.642706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:14.642824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:17.649885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:17.654459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:17.659391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:17.663909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:17.664023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:20.669010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:20.673145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:20.677247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:20.681044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:20.681136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:23.686620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:23.691573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:23.696114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:23.701060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:23.701177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:26.708034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:26.712776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:26.717400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:26.722409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:26.722572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:29.728924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:29.733396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:29.737120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:29.742634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:29.742831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:32.747974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:32.752195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:32.755982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:32.759682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:32.759770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:35.764841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:35.770176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:35.775900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:35.780513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:35.780706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:38.788397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:38.793259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:38.797290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:38.802216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:38.802500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:41.808566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:41.812979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:41.816852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:41.820504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:41.820596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:44.825110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:44.829131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:44.832501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:44.835888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:44.835966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:47.840795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:47.844754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:47.848518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:47.852310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:47.852424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:50.858157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:50.862621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:50.867820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:50.873442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:50.873669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:53.879089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:53.883129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:53.887203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:53.891332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:53.891439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:56.902074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:56.908959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:56.913947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:56.918624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:56.918762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:29:59.925718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:29:59.930520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:29:59.935535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:29:59.941513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:29:59.941751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:02.951698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:02.956675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:02.960884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:02.964799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:02.964904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:05.971529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:05.976704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:05.981967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:05.986856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:05.986956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:08.992264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:08.997067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:09.001085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:09.005005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:09.005109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:12.009903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:12.014514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:12.018388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:12.021977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:12.022058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:15.032331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:15.036637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:15.041177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:15.046326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:15.046450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:18.050574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:18.054486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:18.058098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:18.062182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:18.062315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:21.067829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:21.072713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:21.077725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:21.082474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:21.082582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:24.087260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:24.091532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:24.095585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:24.099548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:24.099802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:27.300579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:27.334855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:27.338937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:27.342367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:27.342456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:30.347955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:30.352982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:30.357582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:30.362722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:30.362884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:33.369413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:33.374233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:33.378387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:33.383131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:33.383274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:36.388541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:36.393583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:36.398622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:36.402765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:36.402870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:39.408181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:39.412590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:39.416832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:39.421260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:39.421357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:42.426723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:42.437070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:42.441442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:42.446730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:42.446839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:45.481662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:45.485813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:45.489983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:45.494888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:45.494992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:48.500001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:48.503864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:48.507573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:48.511437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:48.511666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:51.517910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:51.523194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:51.529063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:51.534087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:51.534200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:54.542731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:54.548495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:54.553703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:54.558449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:54.558564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:30:57.563712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:30:57.568609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:30:57.574103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:30:57.577963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:30:57.578070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:00.588790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:00.594348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:00.599083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:00.603456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:00.603581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:03.608379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:03.612705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:03.616331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:03.619968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:03.620051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:06.624419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:06.628463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:06.632145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:06.637530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:06.637663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:09.643783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:09.650492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:09.655128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:09.660492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:09.660701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:12.668115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:12.674602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:12.679923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:12.683988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:12.684097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:15.688339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:15.692948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:15.697365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:15.701486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:15.701580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:18.706284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:18.711271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:18.715468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:18.719222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:18.719326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:21.725994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:21.730320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:21.733989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:21.737570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:21.737667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:24.742515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:24.746356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:24.749931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:24.753535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:24.753617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:27.760931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:27.766591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:27.772203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:27.776233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:27.776313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:30.780735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:30.784839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:30.789791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:30.794969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:30.795114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:33.800323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:33.805012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:33.809312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:33.814131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:33.814226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:36.826842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:36.832803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:36.837373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:36.841976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:36.842091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:39.846569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:39.850381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:39.854105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:39.857744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:39.857833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:42.862176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:42.866447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:42.870426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:42.874289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:42.874395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:45.879301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:45.883984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:45.887579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:45.891560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:45.891710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:48.897819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:48.903020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:48.907613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:48.911761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:48.911856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:51.917277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:51.921243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:51.924969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:51.928495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:51.928578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:54.933845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:54.937639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:54.941249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:54.945294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:54.945381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:31:57.951982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:31:57.957129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:31:57.961371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:31:57.964996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:31:57.965091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:00.970637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:00.974413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:00.978179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:00.981855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:00.981955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:03.987369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:03.991833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:03.996350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:04.002109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:04.002609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:07.007697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:07.013121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:07.021629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:07.025770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:07.026055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:10.030200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:10.034176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:10.038204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:10.043583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:10.044090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:13.049379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:13.054361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:13.063894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:13.069236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:13.069353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:16.073862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:16.078163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:16.082372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:16.086121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:16.086238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:19.091118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:19.096115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:19.101106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:19.104788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:19.104883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:22.109355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:22.113532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:22.117630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:22.121607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:22.121732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:25.126100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:25.135429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:25.140369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:25.144707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:25.144817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:28.244217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:28.283784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:28.321081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:28.325445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:28.325539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:31.330318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:31.334436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:31.338467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:31.342753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:31.342871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:34.348470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:34.352594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:34.356713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:34.361083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:34.361225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:37.366185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:37.370500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:37.374982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:37.378862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:37.378956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:40.383729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:40.387671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:40.391546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:40.395736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:40.395839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:43.400432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:43.404844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:43.409225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:43.413104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:43.413205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:46.419512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:46.425306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:46.431623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:46.437944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:46.438113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:49.443632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:49.448162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:49.452004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:49.455357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:49.455609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:52.461203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:52.465243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:52.468949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:52.472515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:52.472605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:55.479366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:55.484468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:55.489410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:55.493424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:55.493537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:32:58.499213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:32:58.504169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:32:58.509988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:32:58.515501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:32:58.515632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:01.521572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:01.526403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:01.530980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:01.536092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:01.536490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:04.543467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:04.549911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:04.555666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:04.561184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:04.561347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:07.568054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:07.573743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:07.581355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:07.586605] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:07.586776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:10.591115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:10.595191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:10.599517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:10.603632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:10.603815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:13.612146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:13.617575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:13.622570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:13.628059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:13.628182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:16.633079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:16.637559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:16.641808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:16.645852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:16.645934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:19.652443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:19.656712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:19.667149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:19.673272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:19.673449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:22.678229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:22.683313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:22.687918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:22.692006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:22.692099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:25.699179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:25.704346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:25.709291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:25.713348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:25.713438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:28.719736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:28.725135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:28.730734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:28.736378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:28.736535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:31.741485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:31.745678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:31.749758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:31.753925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:31.754152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:34.760851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:34.767460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:34.772222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:34.776512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:34.776717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:37.782556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:37.788902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:37.793848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:37.798777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:37.799263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:40.805799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:40.812078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:40.816970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:40.823204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:40.823342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:43.829090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:43.834522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:43.838735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:43.842803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:43.842970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:46.848588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:46.891038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:46.936303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:46.940282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:46.940369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:49.945971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:49.951322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:49.956529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:49.960729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:49.960839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:52.966550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:52.972222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:52.976285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:52.980194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:52.980292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:55.986519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:55.991570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:55.995879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:56.000579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:56.000698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:33:59.007169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:33:59.212739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:33:59.250720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:33:59.255119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:33:59.255221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:02.264926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:02.271608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:02.277887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:02.282166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:02.282524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:05.287271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:05.291361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:05.295721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:05.299387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:05.299482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:08.306053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:08.311559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:08.316839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:08.322283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:08.322479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:11.326877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:11.331418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:11.336095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:11.340803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:11.340978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:14.349472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:14.356153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:14.361275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:14.368919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:14.369113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:17.374940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:17.380597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:17.384683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:17.388720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:17.388815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:20.394681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:20.399447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:20.403601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:20.408300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:20.408444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:23.414921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:23.420158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:23.424923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:23.429144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:23.429395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:26.434869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:26.444164] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:26.448519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:26.455415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:26.455608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:29.462273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:29.467473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:29.474147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:29.478589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:29.478727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:32.485399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:32.490630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:32.494867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:32.499099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:32.499245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:35.505170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:35.509976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:35.514381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:35.518834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:35.518925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:38.524054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:38.529221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:38.534031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:38.538512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:38.538618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:41.544034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:41.548061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:41.553174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:41.557106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:41.557193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:44.562713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:44.566924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:44.572077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:44.576411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:44.576498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:47.581220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:47.585041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:47.590208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:47.595956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:47.596080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:50.600773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:50.604758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:50.608897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:50.613169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:50.613283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:53.618233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:53.623934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:53.631162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:53.635726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:53.635830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:56.641690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:56.646021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:56.651233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:56.654831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:56.654911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:34:59.660788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:34:59.668165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:34:59.674497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:34:59.678965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:34:59.679072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:02.684496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:02.689066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:02.694878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:02.700587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:02.700768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:05.706759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:05.712739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:05.717600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:05.721733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:05.721823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:08.726571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:08.731159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:08.738397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:08.742694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:08.742798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:11.747720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:11.752779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:11.757388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:11.761606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:11.762278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:14.767770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:14.773638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:14.779671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:14.786257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:14.786588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:17.798066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:17.804229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:17.809828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:17.815545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:17.815707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:20.823066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:20.827721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:20.833454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:20.839064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:20.839193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:23.844430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:23.849015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:23.853122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:23.857527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:23.857621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:26.863192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:26.868548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:26.872793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:26.876994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:26.877093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:29.881953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:29.887508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:29.893951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:29.902310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:29.902676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:32.908229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:32.913142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:32.917439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:32.921633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:32.922114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:35.927140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:35.931615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:35.935575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:35.939521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:35.939665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:38.945610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:38.950129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:38.955188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:38.959918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:38.960015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:41.967786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:41.973098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:41.979326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:41.985410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:41.985598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:44.991470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:44.999007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:45.003395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:45.007482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:45.007598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:48.016788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:48.021856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:48.026450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:48.031248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:48.031386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:51.036438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:51.040959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:51.045050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:51.048893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:51.048989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:54.062044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:54.068442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:54.074206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:54.079470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:54.079718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:35:57.088223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:35:57.096321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:35:57.103109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:35:57.110201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:35:57.111248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:00.116226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:00.121698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:00.127441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:00.414046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:00.414176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:03.420085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:03.424709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:03.430233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:03.437690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:03.437891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:06.444868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:06.450462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:06.455851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:06.460791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:06.461165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:09.467236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:09.472518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:09.477146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:09.481279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:09.481637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:12.486932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:12.491610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:12.497859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:12.504599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:12.504836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:15.511692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:15.516952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:15.522861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:15.528275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:15.528368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:18.532831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:18.537423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:18.542166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:18.546611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:18.546765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:21.552406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:21.556867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:21.560856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:21.564811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:21.565041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:24.572871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:24.578972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:24.585590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:24.591374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:24.591831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:27.596382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:27.600210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:27.604536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:27.608667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:27.608765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:30.615088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:30.621829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:30.627726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:30.632033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:30.632155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:33.638191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:33.643537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:33.650480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:33.656973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:33.657618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:36.663894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:36.668860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:36.673869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:36.678478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:36.678739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:39.685566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:39.691793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:39.696238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:39.701732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:39.701887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:42.707612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:42.712938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:42.717590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:42.723379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:42.723604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:45.730098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:45.735708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:45.744214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:45.748612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:45.748734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:48.754331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:48.759620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:48.764939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:48.770408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:48.770523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:51.779188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:51.783819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:51.788740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:51.794300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:51.794597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:54.800277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:54.804336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:54.807926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:54.812309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:54.812405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:36:57.819455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:36:57.824575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:36:57.828300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:36:57.833900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:36:57.834008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:00.842171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:00.850317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:00.857991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:00.863611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:00.863885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:03.870580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:03.877173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:03.883543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:03.889733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:03.889900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:06.896305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:06.902606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:06.907763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:06.912422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:06.912622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:09.919450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:09.925228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:09.931137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:09.935982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:09.936116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:12.943386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:12.949784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:12.954747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:12.959867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:12.960002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:15.968250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:15.974920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:15.982056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:15.989235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:15.989731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:18.995042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:19.000277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:19.005311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:19.009086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:19.009179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:22.014579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:22.019138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:22.024297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:22.028346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:22.028428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:25.034462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:25.039600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:25.043964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:25.047556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:25.047773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:28.053270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:28.057965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:28.062466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:28.067282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:28.067394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:31.073919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:31.080197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:31.084723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:31.379774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:31.379895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:34.386682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:34.390910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:34.394901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:34.400065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:34.400258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:37.407398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:37.411389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:37.415396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:37.419491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:37.419582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:40.427404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:40.432366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:40.437815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:40.442607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:40.442950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:43.449708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:43.454443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:43.459886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:43.464056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:43.464150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:46.471242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:46.476241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:46.481241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:46.485209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:46.485284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:49.491034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:49.494926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:49.499055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:49.503142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:49.503367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:52.510929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:52.516420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:52.521142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:52.525575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:52.525929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:55.532890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:55.537432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:55.541821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:55.546579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:55.546901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:37:58.552524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:37:58.557472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:37:58.561693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:37:58.566557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:37:58.566676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:01.573726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:01.581221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:01.586916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:01.591764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:01.591953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:04.598454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:04.603678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:04.609321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:04.614147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:04.614248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:07.619012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:07.623873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:07.627894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:07.632266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:07.632364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:10.638367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:10.642871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:10.646919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:10.651498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:10.651612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:13.657040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:13.661073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:13.664964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:13.668881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:13.669105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:16.674142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:16.678818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:16.682898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:16.686960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:16.687314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:19.693226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:19.697236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:19.701195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:19.705050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:19.705142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:22.710237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:22.715622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:22.720164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:22.724328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:22.724418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:25.731121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:25.735956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:25.740675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:25.745107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:25.745231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:28.750489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:28.754972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:28.759405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:28.763807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:28.763913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:31.771746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:31.777475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:31.783454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:31.787481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:31.787599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:34.792391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:34.797393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:34.802733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:34.807041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:34.807147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:37.811810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:37.815622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:37.819823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:37.824248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:37.824502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:40.830750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:40.834753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:40.839133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:40.843474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:40.843566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:43.851474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:43.856159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:43.862634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:43.869250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:43.869401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:46.875330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:46.881176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:46.886518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:46.891108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:46.891314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:49.897534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:49.903304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:49.907750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:49.912228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:49.912514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:52.923511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:52.928931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:52.934937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:52.942406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:52.942532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:55.948069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:55.952338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:55.957009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:55.961506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:55.961622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:38:58.967377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:38:58.972976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:38:58.977060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:38:58.982211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:38:58.982366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:01.990143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:01.997755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:02.002266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:02.007080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:02.007515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:05.013063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:05.017454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:05.021997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:05.026719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:05.026813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:08.035463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:08.041066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:08.045429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:08.051201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:08.051322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:11.055853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:11.060743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:11.065215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:11.070049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:11.070177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:14.075232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:14.079395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:14.083804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:14.087822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:14.087982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:17.092911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:17.097783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:17.102424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:17.106635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:17.106778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:20.112219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:20.116754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:20.121235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:20.125823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:20.126733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:23.132179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:23.136696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:23.141142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:23.146010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:23.146162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:26.152513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:26.158373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:26.165002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:26.169977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:26.170087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:29.175842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:29.180909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:29.185628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:29.190422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:29.190520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:32.195299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:32.199746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:32.204536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:32.209198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:32.209289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:35.215237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:35.221149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:35.225782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:35.230772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:35.230903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:38.235997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:38.241220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:38.247209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:38.253075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:38.253178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:41.258267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:41.263760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:41.268944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:41.273485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:41.273756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:44.282290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:44.287849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:44.296062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:44.301894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:44.302069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:47.308798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:47.312614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:47.316464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:47.320487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:47.320698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:50.327091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:50.332145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:50.336739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:50.341309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:50.341417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:53.347623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:53.354762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:53.359637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:53.363589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:53.363725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:56.368807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:56.373255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:56.377302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:56.381449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:56.381567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:39:59.387618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:39:59.392624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:39:59.397614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:39:59.401917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:39:59.402032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:02.406443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:02.411578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:02.417140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:02.421561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:02.421698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:05.427205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:05.432479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:05.437534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:05.442805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:05.442918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:08.448079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:08.452639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:08.458395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:08.463997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:08.464269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:11.469952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:11.474907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:11.478784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:11.482954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:11.483061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:14.488122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:14.492539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:14.496509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:14.500560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:14.500785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:17.506014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:17.515424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:17.522282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:17.527339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:17.527568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:20.533881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:20.537736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:20.541576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:20.546629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:20.546774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:23.552738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:23.557512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:23.562402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:23.567366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:23.567614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:26.573669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:26.578250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:26.582283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:26.586528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:26.586628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:29.595295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:29.603266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:29.609309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:29.615749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:29.615922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:32.622888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:32.628962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:32.634088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:32.638265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:32.638352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:35.643686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:35.648260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:35.652632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:35.656673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:35.656896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:38.663444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:38.669188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:38.676209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:38.681126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:38.681520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:41.686724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:41.691086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:41.695376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:41.700115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:41.700224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:44.706366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:44.711046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:44.715923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:44.721334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:44.721442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:47.757502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:47.762573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:47.767352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:47.772341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:47.772456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:50.777825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:50.782159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:50.786781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:50.791539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:50.791709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:53.798844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:53.804187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:53.809435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:53.816198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:53.816323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:56.821798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:56.826037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:56.829883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:56.833594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:56.833885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:40:59.839926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:40:59.844388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:40:59.849198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:40:59.855817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:40:59.855952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:02.862106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:02.870049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:02.877249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:02.881735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:02.881832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:05.886754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:05.890967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:05.895678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:05.900674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:05.900802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:08.905630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:08.909711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:08.913629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:08.918008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:08.918150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:11.923748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:11.928286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:11.932302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:11.937634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:11.937978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:14.943293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:14.947830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:14.952614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:14.957799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:14.957933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:17.962716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:17.966710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:17.970870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:17.974561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:17.974669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:20.980190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:20.985847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:20.991115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:20.996633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:20.996812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:24.002330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:24.006622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:24.010764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:24.016226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:24.016355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:27.022837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:27.029306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:27.035200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:27.039251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:27.039348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:30.043438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:30.047541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:30.051695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:30.056274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:30.056368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:33.067604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:33.073238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:33.272867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:33.277450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:33.277567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:36.283377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:36.288855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:36.293298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:36.297837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:36.298143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:39.303432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:39.309457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:39.314947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:39.321618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:39.321773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:42.328128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:42.333798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:42.340680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:42.345623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:42.346325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:45.352013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:45.357131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:45.362598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:45.367103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:45.367240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:48.375380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:48.380267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:48.384351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:48.388325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:48.388537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:51.393877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:51.398045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:51.401789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:51.406683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:51.406941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:54.412084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:54.416961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:54.422292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:54.426977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:54.427122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:41:57.433300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:41:57.438157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:41:57.444864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:41:57.450441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:41:57.450606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:00.457076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:00.461341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:00.466439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:00.472240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:00.472372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:03.478963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:03.484343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:03.489273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:03.493837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:03.493917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:06.500483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:06.504995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:06.510071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:06.514813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:06.514938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:09.521540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:09.527351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:09.531704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:09.535977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:09.536089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:12.541859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:12.547663] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:12.551669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:12.555308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:12.555401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:15.561601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:15.566553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:15.571467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:15.576499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:15.576623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:18.584229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:18.590730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:18.596379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:18.602412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:18.602556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:21.607704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:21.612428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:21.617294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:21.621395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:21.621494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:24.627907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:24.632892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:24.640103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:24.645403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:24.646145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:27.651411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:27.655727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:27.659955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:27.664139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:27.664295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:30.674834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:30.681450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:30.687481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:30.694743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:30.695017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:33.701461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:33.706185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:33.710769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:33.714776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:33.714867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:36.720152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:36.724874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:36.728901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:36.733055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:36.733169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:39.738133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:39.743303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:39.747161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:39.751383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:39.751492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:42.763067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:42.772114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:42.777795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:42.782046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:42.782438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:45.788423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:45.793924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:45.798205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:45.803955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:45.804122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:48.810027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:48.814496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:48.818434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:48.822392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:48.822512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:51.833048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:51.838477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:51.843952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:51.848893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:51.849013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:54.855793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:54.862003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:54.867719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:54.873466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:54.873859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:42:57.879167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:42:57.883742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:42:57.887661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:42:57.892703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:42:57.892828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:00.898290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:00.902744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:00.906833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:00.911103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:00.911408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:03.917435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:03.922497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:03.928724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:03.933130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:03.933253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:06.940999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:06.947402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:06.952714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:06.956885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:06.957018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:09.961815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:09.966260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:09.970912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:09.975450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:09.975560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:12.980038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:12.984170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:12.987966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:12.991595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:12.991708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:15.996628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:16.001538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:16.005579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:16.009515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:16.009604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:19.014557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:19.019623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:19.024437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:19.029126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:19.029348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:22.034699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:22.039156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:22.043409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:22.046950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:22.047034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:25.051951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:25.056530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:25.061275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:25.065263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:25.065367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:28.070569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:28.075817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:28.082233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:28.086613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:28.086721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:31.091597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:31.096173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:31.100029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:31.104090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:31.104179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:34.108954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:34.112874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:34.116893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:34.120706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:34.120789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:37.125794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:37.129808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:37.134004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:37.138028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:37.138251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:40.144532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:40.149966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:40.154558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:40.158969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:40.159193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:43.166872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:43.173343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:43.178250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:43.182621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:43.182752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:46.188893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:46.192582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:46.197827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:46.201809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:46.202156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:49.207334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:49.241723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:49.278171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:49.282900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:49.282991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:52.288709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:52.294240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:52.298577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:52.302702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:52.302883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:55.308311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:55.314215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:55.322077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:55.326729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:55.326824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:43:58.332059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:43:58.340051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:43:58.344707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:43:58.348600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:43:58.348874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:01.354529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:01.358804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:01.364814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:01.370088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:01.370220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:04.377072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:04.384501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:04.391570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:04.396616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:04.397081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:07.403776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:07.409432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:07.415680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:07.420502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:07.420630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:10.426597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:10.431483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:10.435585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:10.440392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:10.440594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:13.445501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:13.449816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:13.453808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:13.458202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:13.458320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:16.465608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:16.470995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:16.476862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:16.489563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:16.489712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:19.494799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-14T22:44:19.499140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:19.503184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:19.508507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:19.508622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T22:44:22.513994] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T22:44:22.518303] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T22:44:22.522677] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T22:44:22.528238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T22:44:22.532575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T22:44:22.533023] [WARN ] [STATE     ] State set to: RUNNING
[2025-10-14T22:44:22.533221] [INFO ] [CACHE     ] Starting cache update
[2025-10-14T22:44:22.533342] [DEBUG] [REMOTE    ] Fetching unscheduled blackout dates from 'https://tdm.silogroup.org/cache/unscheduled_blackouts.txt'.
[2025-10-14T22:44:22.537380] [DEBUG] [REMOTE    ] Fetched 1 unscheduled blackout dates.
[2025-10-14T22:44:22.537760] [DEBUG] [LOCAL     ] Cached 1 unscheduled blackout dates
[2025-10-14T22:44:22.537897] [INFO ] [CACHE     ] Cache update completed successfully
[2025-10-14T22:44:22.537968] [INFO ] [sig       ] Resuming configuration (only processing symbols without existing configuration)
[2025-10-14T22:44:22.538088] [DEBUG] [REMOTE    ] Fetching current symbols from directory listing at 'https://tdm.silogroup.org/data/derivative_storage'.
[2025-10-14T22:44:22.581277] [DEBUG] [REMOTE    ] Fetched 1812 unique symbols from directory listing.
[2025-10-14T22:44:22.586029] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ABG
[2025-10-14T22:44:22.587080] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CLH
[2025-10-14T22:44:22.587200] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ASIX
[2025-10-14T22:44:22.587978] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DMB
[2025-10-14T22:44:22.588076] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CULP
[2025-10-14T22:44:22.588192] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BFK
[2025-10-14T22:44:22.588293] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DDS
[2025-10-14T22:44:22.588404] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MATX
[2025-10-14T22:44:22.589161] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DAC
[2025-10-14T22:44:22.590091] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RYI
[2025-10-14T22:44:22.590197] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DFH
[2025-10-14T22:44:22.590261] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CLCO
[2025-10-14T22:44:22.590354] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AQN
[2025-10-14T22:44:22.590450] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DAY
[2025-10-14T22:44:22.590518] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EFC
[2025-10-14T22:44:22.590577] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BBU
[2025-10-14T22:44:22.590716] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DSMC
[2025-10-14T22:44:22.590813] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: SMWB
[2025-10-14T22:44:22.590900] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACHR
[2025-10-14T22:44:22.590996] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DHR
[2025-10-14T22:44:22.591086] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BSX
[2025-10-14T22:44:22.591226] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ZEPP
[2025-10-14T22:44:22.591319] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BFH
[2025-10-14T22:44:22.591449] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BMY
[2025-10-14T22:44:22.591583] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DSU
[2025-10-14T22:44:22.591712] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BE
[2025-10-14T22:44:22.591797] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EPC
[2025-10-14T22:44:22.591863] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MPC
[2025-10-14T22:44:22.591967] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BRCC
[2025-10-14T22:44:22.592096] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CXW
[2025-10-14T22:44:22.592175] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: LVS
[2025-10-14T22:44:22.592244] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACN
[2025-10-14T22:44:22.592314] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EPAM
[2025-10-14T22:44:22.592404] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: KKR
[2025-10-14T22:44:22.592485] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DK
[2025-10-14T22:44:22.592549] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DT
[2025-10-14T22:44:22.592615] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MUA
[2025-10-14T22:44:22.592721] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BUXX
[2025-10-14T22:44:22.592800] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DLB
[2025-10-14T22:44:22.592867] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CWEN
[2025-10-14T22:44:22.592925] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: APH
[2025-10-14T22:44:22.592984] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DTM
[2025-10-14T22:44:22.593044] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DD
[2025-10-14T22:44:22.593100] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CHPT
[2025-10-14T22:44:22.593177] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AVY
[2025-10-14T22:44:22.593252] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: NEXA
[2025-10-14T22:44:22.593311] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BOX
[2025-10-14T22:44:22.593370] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RZB
[2025-10-14T22:44:22.593454] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: TRGP
[2025-10-14T22:44:22.593567] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DSX
[2025-10-14T22:44:22.593711] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CAVA
[2025-10-14T22:44:22.593796] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CWH
[2025-10-14T22:44:22.593863] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DGX
[2025-10-14T22:44:22.593921] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AMG
[2025-10-14T22:44:22.594003] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ENFY
[2025-10-14T22:44:22.594092] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DBI
[2025-10-14T22:44:22.594153] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DAL
[2025-10-14T22:44:22.594238] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: SPHR
[2025-10-14T22:44:22.594328] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CPAY
[2025-10-14T22:44:22.594396] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MXF
[2025-10-14T22:44:22.594454] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CWK
[2025-10-14T22:44:22.594514] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CII
[2025-10-14T22:44:22.594580] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: VIPS
[2025-10-14T22:44:22.594676] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: TXNM
[2025-10-14T22:44:22.594773] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DUK
[2025-10-14T22:44:22.594908] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: LMT
[2025-10-14T22:44:22.594985] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BTE
[2025-10-14T22:44:22.595047] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ABBV
[2025-10-14T22:44:22.595109] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DCO
[2025-10-14T22:44:22.595171] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BRO
[2025-10-14T22:44:22.595233] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CTDD
[2025-10-14T22:44:22.595298] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: FBRT
[2025-10-14T22:44:22.595359] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DXC
[2025-10-14T22:44:22.595436] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: GPC
[2025-10-14T22:44:22.595529] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CMSA
[2025-10-14T22:44:22.595603] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DDD
[2025-10-14T22:44:22.595689] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BBY
[2025-10-14T22:44:22.595774] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CLF
[2025-10-14T22:44:22.595836] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CL
[2025-10-14T22:44:22.595932] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ASAN
[2025-10-14T22:44:22.596020] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BRBR
[2025-10-14T22:44:22.596099] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACRE
[2025-10-14T22:44:22.596202] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CCIF
[2025-10-14T22:44:22.596266] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: L
[2025-10-14T22:44:22.596346] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: JHI
[2025-10-14T22:44:22.596440] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ELAN
[2025-10-14T22:44:22.596517] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BLX
[2025-10-14T22:44:22.596593] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AMPY
[2025-10-14T22:44:22.596698] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DAN
[2025-10-14T22:44:22.596797] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BY
[2025-10-14T22:44:22.596861] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AMTM
[2025-10-14T22:44:22.596942] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BFLY
[2025-10-14T22:44:22.597061] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CPF
[2025-10-14T22:44:22.597152] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CODI
[2025-10-14T22:44:22.597239] [INFO ] [LOCAL     ] Pruned 94 configuration files
[2025-10-14T22:44:22.598744] [INFO ] [sig       ] Skipping 1716 symbols with existing configuration
[2025-10-14T22:44:22.599488] [INFO ] [sig       ] Found 96 active symbols to configure
[2025-10-14T22:44:22.599772] [INFO ] [sig       ] [1/96] Configuring A...
[2025-10-14T22:44:22.599844] [INFO ] [CONFIGURE ] A: Configurate test run.
[2025-10-14T22:44:22.599904] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'A' from 'https://tdm.silogroup.org/data/derivative_storage/A.csv'.
[2025-10-14T22:44:22.616426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'A'.
[2025-10-14T22:44:22.616934] [INFO ] [CONFIGURE ] A: Testing with 29 available features
[2025-10-14T22:44:22.616994] [INFO ] [CONFIGURE ] A: Establishing baseline with no features...
[2025-10-14T22:44:22.760447] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:22.872296] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:22.980293] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:23.082976] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:23.203665] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:23.316015] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:23.429134] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:23.559938] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:23.677137] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:23.799301] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:23.799464] [INFO ] [CONFIGURE ] A: Baseline score (no features): 70.00%
[2025-10-14T22:44:23.799512] [INFO ] [CONFIGURE ] A: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:44:23.799548] [INFO ] [CONFIGURE ] A: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:44:23.927421] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:24.052429] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:24.189872] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:24.320529] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:24.446044] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:24.562935] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:24.696056] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:24.883285] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:25.027205] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:25.154053] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:25.154253] [INFO ] [CONFIGURE ] A: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:44:25.154316] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2783 tests
[2025-10-14T22:44:25.154355] [INFO ] [CONFIGURE ] A: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:44:25.154389] [INFO ] [CONFIGURE ] A: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:44:25.290974] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:25.409270] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:25.527636] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:25.654911] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:44:25.796601] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:25.930066] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:26.069873] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:44:26.194030] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:44:26.320304] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:26.445222] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:44:26.445372] [INFO ] [CONFIGURE ] A: DISCARDED add_cumulative_delta (score: 10.00%)
[2025-10-14T22:44:26.445415] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.3s/test | Remaining: 2782 tests
[2025-10-14T22:44:26.445450] [INFO ] [CONFIGURE ] A: Testing feature 3/29: add_daily_returns
[2025-10-14T22:44:26.445480] [INFO ] [CONFIGURE ] A: Testing with features: ['add_daily_returns']
[2025-10-14T22:44:26.548944] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:26.659420] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:26.765264] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:26.872233] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:26.981131] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:27.091159] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:27.200891] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:27.313608] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:44:27.430918] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:27.543845] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:27.544002] [INFO ] [CONFIGURE ] A: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T22:44:27.544056] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.2s/test | Remaining: 2781 tests
[2025-10-14T22:44:27.544098] [INFO ] [CONFIGURE ] A: Testing feature 4/29: add_ema
[2025-10-14T22:44:27.544135] [INFO ] [CONFIGURE ] A: Testing with features: ['add_ema']
[2025-10-14T22:44:27.669826] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:27.790547] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:27.910407] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:28.032204] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:28.159064] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:28.280859] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:28.402511] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:28.581425] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:28.707845] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:28.832377] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:44:28.832620] [INFO ] [CONFIGURE ] A: DISCARDED add_ema (score: 40.00%)
[2025-10-14T22:44:28.832703] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2780 tests
[2025-10-14T22:44:28.832750] [INFO ] [CONFIGURE ] A: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:44:28.832784] [INFO ] [CONFIGURE ] A: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:44:28.962715] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:29.091817] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:29.220712] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:29.355240] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:29.506749] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:29.638261] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:29.772044] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:29.912826] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:30.055236] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:30.192672] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:30.192860] [INFO ] [CONFIGURE ] A: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:44:30.192933] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.3s/test | Remaining: 2779 tests
[2025-10-14T22:44:30.192977] [INFO ] [CONFIGURE ] A: Testing feature 6/29: add_failed_moves
[2025-10-14T22:44:30.193012] [INFO ] [CONFIGURE ] A: Testing with features: ['add_failed_moves']
[2025-10-14T22:44:30.305758] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:30.423626] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:30.539844] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:30.656366] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:30.772134] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:30.890481] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:31.006305] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:31.123512] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:31.241257] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:31.363166] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:31.363338] [INFO ] [CONFIGURE ] A: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:44:31.363382] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2778 tests
[2025-10-14T22:44:31.363416] [INFO ] [CONFIGURE ] A: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:44:31.363448] [INFO ] [CONFIGURE ] A: Testing with features: ['add_lag_shelf']
[2025-10-14T22:44:31.471792] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:31.579903] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:31.700063] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:31.802674] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:31.910316] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:32.021563] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:32.137950] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:32.244467] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:32.351376] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:32.463031] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:32.463198] [INFO ] [CONFIGURE ] A: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T22:44:32.463252] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.2s/test | Remaining: 2777 tests
[2025-10-14T22:44:32.463289] [INFO ] [CONFIGURE ] A: Testing feature 8/29: add_macd
[2025-10-14T22:44:32.463322] [INFO ] [CONFIGURE ] A: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:44:32.604521] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:32.754515] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:32.895269] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:33.041245] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:33.188247] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:33.335452] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:33.487543] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:33.637086] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:33.785878] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:33.936858] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:33.937026] [INFO ] [CONFIGURE ] A: DISCARDED add_macd (score: 50.00%)
[2025-10-14T22:44:33.937072] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.3s/test | Remaining: 2776 tests
[2025-10-14T22:44:33.937105] [INFO ] [CONFIGURE ] A: Testing feature 9/29: add_mfi
[2025-10-14T22:44:33.937135] [INFO ] [CONFIGURE ] A: Testing with features: ['add_mfi']
[2025-10-14T22:44:34.052822] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:34.169851] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:34.287511] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:34.406785] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:34.525327] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:34.647987] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:34.767713] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:34.893063] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:35.016065] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:35.136417] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:35.136579] [INFO ] [CONFIGURE ] A: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T22:44:35.136623] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2775 tests
[2025-10-14T22:44:35.136737] [INFO ] [CONFIGURE ] A: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:44:35.136785] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:44:35.268423] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:35.406120] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:35.543745] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:35.686844] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:35.827414] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:35.972423] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:36.113778] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:36.265188] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:36.413211] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:36.552344] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:44:36.552521] [INFO ] [CONFIGURE ] A: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T22:44:36.552579] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2774 tests
[2025-10-14T22:44:36.552615] [INFO ] [CONFIGURE ] A: Testing feature 11/29: add_obv_daily
[2025-10-14T22:44:36.552674] [INFO ] [CONFIGURE ] A: Testing with features: ['add_obv_daily']
[2025-10-14T22:44:36.664058] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:36.774910] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:36.887177] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:37.000780] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:37.114121] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:37.230474] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:37.346104] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:37.461018] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:37.577279] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:37.692306] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:37.692473] [INFO ] [CONFIGURE ] A: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T22:44:37.692517] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2773 tests
[2025-10-14T22:44:37.692551] [INFO ] [CONFIGURE ] A: Testing feature 12/29: add_obv_interval
[2025-10-14T22:44:37.692582] [INFO ] [CONFIGURE ] A: Testing with features: ['add_obv_interval']
[2025-10-14T22:44:37.800919] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:37.913347] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:38.021684] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:38.131378] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:38.242339] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:38.354264] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:38.468062] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:38.583732] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:38.698094] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:38.829785] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:38.829951] [INFO ] [CONFIGURE ] A: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T22:44:38.829995] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2772 tests
[2025-10-14T22:44:38.830029] [INFO ] [CONFIGURE ] A: Testing feature 13/29: add_opening_strength
[2025-10-14T22:44:38.830060] [INFO ] [CONFIGURE ] A: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:44:38.951879] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:39.080079] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:39.203697] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:39.332537] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:39.461560] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:39.582580] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:39.703815] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:39.825810] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:39.949025] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:40.071334] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:40.071523] [INFO ] [CONFIGURE ] A: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:44:40.071568] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2771 tests
[2025-10-14T22:44:40.071602] [INFO ] [CONFIGURE ] A: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:44:40.071632] [INFO ] [CONFIGURE ] A: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T22:44:40.193834] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:40.315508] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:40.450909] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:40.574169] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:40.704473] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:40.830391] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:40.964443] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:41.093891] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:44:41.220907] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:41.349633] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:44:41.349828] [INFO ] [CONFIGURE ] A: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:44:41.349876] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2770 tests
[2025-10-14T22:44:41.349912] [INFO ] [CONFIGURE ] A: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:44:41.349946] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T22:44:41.457487] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:41.563029] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:41.670484] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:41.777317] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:41.884816] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:41.990622] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:42.098158] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:42.210507] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:42.324358] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:42.437519] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:42.437734] [INFO ] [CONFIGURE ] A: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T22:44:42.437789] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.2s/test | Remaining: 2769 tests
[2025-10-14T22:44:42.437824] [INFO ] [CONFIGURE ] A: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:44:42.437855] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T22:44:42.551807] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:42.666473] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:42.785811] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:42.906347] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:43.028402] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:43.146839] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:43.269991] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:43.392817] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:43.509818] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:43.629482] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:43.629634] [INFO ] [CONFIGURE ] A: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T22:44:43.629714] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2768 tests
[2025-10-14T22:44:43.629756] [INFO ] [CONFIGURE ] A: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:44:43.629788] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_return_2d']
[2025-10-14T22:44:43.746627] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:43.868218] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:43.988089] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:44.107433] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:44.239185] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:44.366494] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:44.496529] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:44.621046] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:44:44.743577] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:44.870011] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:44.870173] [INFO ] [CONFIGURE ] A: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:44:44.870239] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2767 tests
[2025-10-14T22:44:44.870276] [INFO ] [CONFIGURE ] A: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:44:44.870308] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T22:44:44.981149] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:45.089230] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:45.196374] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:45.306227] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:45.419779] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:45.527745] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:45.638000] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:45.747090] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:45.858451] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:45.969974] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:45.970152] [INFO ] [CONFIGURE ] A: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T22:44:45.970197] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.2s/test | Remaining: 2766 tests
[2025-10-14T22:44:45.970230] [INFO ] [CONFIGURE ] A: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:44:45.970262] [INFO ] [CONFIGURE ] A: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T22:44:46.076971] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:46.184723] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:46.295364] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:46.406378] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:46.520395] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:46.634855] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:46.744924] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:46.861906] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:46.972490] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:47.084678] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:47.084832] [INFO ] [CONFIGURE ] A: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:44:47.084879] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.2s/test | Remaining: 2765 tests
[2025-10-14T22:44:47.084913] [INFO ] [CONFIGURE ] A: Testing feature 20/29: add_price_rejection
[2025-10-14T22:44:47.084944] [INFO ] [CONFIGURE ] A: Testing with features: ['add_price_rejection']
[2025-10-14T22:44:47.201425] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:47.318782] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:47.439715] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:47.556363] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:47.674390] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:47.797206] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:47.917110] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:48.040218] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:48.162552] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:48.282340] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:48.282510] [INFO ] [CONFIGURE ] A: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T22:44:48.282553] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.2s/test | Remaining: 2764 tests
[2025-10-14T22:44:48.282588] [INFO ] [CONFIGURE ] A: Testing feature 21/29: add_range_position
[2025-10-14T22:44:48.282619] [INFO ] [CONFIGURE ] A: Testing with features: ['add_range_position']
[2025-10-14T22:44:48.413263] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:48.550301] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:48.677363] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:48.803132] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:48.934347] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:49.065759] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:49.197523] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:44:49.332442] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:49.472627] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:49.614458] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:49.614618] [INFO ] [CONFIGURE ] A: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:44:49.614697] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.2s/test | Remaining: 2763 tests
[2025-10-14T22:44:49.614747] [INFO ] [CONFIGURE ] A: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:44:49.614782] [INFO ] [CONFIGURE ] A: Testing with features: ['add_realized_volatility']
[2025-10-14T22:44:49.765185] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:49.914548] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:50.062212] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:50.204056] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:50.344778] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:50.494623] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:50.650532] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:50.802996] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:50.954496] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:51.105031] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:51.105246] [INFO ] [CONFIGURE ] A: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T22:44:51.105295] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.2s/test | Remaining: 2762 tests
[2025-10-14T22:44:51.105332] [INFO ] [CONFIGURE ] A: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:44:51.105365] [INFO ] [CONFIGURE ] A: Testing with features: ['add_recent_range_context']
[2025-10-14T22:44:51.220049] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:51.335390] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:51.459809] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:51.580507] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:51.702849] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:51.826182] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:51.950009] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:52.074671] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:44:52.201032] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:52.326356] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:52.326541] [INFO ] [CONFIGURE ] A: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:44:52.326588] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.2s/test | Remaining: 2761 tests
[2025-10-14T22:44:52.326629] [INFO ] [CONFIGURE ] A: Testing feature 24/29: add_rsi
[2025-10-14T22:44:52.326702] [INFO ] [CONFIGURE ] A: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:44:52.460039] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:52.595812] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:52.740943] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:52.913193] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:53.062238] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:53.204111] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:53.342061] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:44:53.482128] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:53.620834] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:44:53.759918] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:53.760091] [INFO ] [CONFIGURE ] A: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T22:44:53.760136] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.2s/test | Remaining: 2760 tests
[2025-10-14T22:44:53.760170] [INFO ] [CONFIGURE ] A: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:44:53.760202] [INFO ] [CONFIGURE ] A: Testing with features: ['add_tick_distribution']
[2025-10-14T22:44:53.874601] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:53.988821] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:54.109428] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:54.231100] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:54.358434] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:54.476491] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:54.593618] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:54.709876] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:54.827399] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:54.944590] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:44:54.944802] [INFO ] [CONFIGURE ] A: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:44:54.944853] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.2s/test | Remaining: 2759 tests
[2025-10-14T22:44:54.944911] [INFO ] [CONFIGURE ] A: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:44:54.944945] [INFO ] [CONFIGURE ] A: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T22:44:55.062669] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:55.178987] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:55.292450] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:55.406424] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:55.521598] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:55.641005] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:55.760543] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:55.916402] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:56.041892] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:56.166892] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:56.167113] [INFO ] [CONFIGURE ] A: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T22:44:56.167179] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2758 tests
[2025-10-14T22:44:56.167217] [INFO ] [CONFIGURE ] A: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:44:56.167249] [INFO ] [CONFIGURE ] A: Testing with features: ['add_volume_price_divergence']
[2025-10-14T22:44:56.296396] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:56.427161] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:56.553137] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:56.679673] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:56.806097] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:56.933341] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:57.062716] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:57.197357] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:57.329069] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:57.468993] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:57.469171] [INFO ] [CONFIGURE ] A: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T22:44:57.469233] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.2s/test | Remaining: 2757 tests
[2025-10-14T22:44:57.469271] [INFO ] [CONFIGURE ] A: Testing feature 28/29: add_volume_profile
[2025-10-14T22:44:57.469302] [INFO ] [CONFIGURE ] A: Testing with features: ['add_volume_profile']
[2025-10-14T22:44:57.586320] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:57.707067] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:57.832156] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:57.953914] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:58.085806] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:44:58.208508] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:44:58.332439] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:58.455671] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:58.581433] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:58.708408] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:58.708568] [INFO ] [CONFIGURE ] A: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:44:58.708614] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.2s/test | Remaining: 2756 tests
[2025-10-14T22:44:58.708676] [INFO ] [CONFIGURE ] A: Testing feature 29/29: add_vwap
[2025-10-14T22:44:58.708733] [INFO ] [CONFIGURE ] A: Testing with features: ['add_vwap']
[2025-10-14T22:44:58.830944] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:44:58.964667] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:44:59.084139] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:44:59.203235] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:44:59.323483] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:44:59.448129] [DEBUG] [FORECASTER] A: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:44:59.567777] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:44:59.689426] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:44:59.811945] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:44:59.933460] [DEBUG] [FORECASTER] A: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:44:59.933593] [INFO ] [CONFIGURE ] A: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T22:44:59.933637] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2755 tests
[2025-10-14T22:44:59.933718] [INFO ] [CONFIGURE ] A: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:44:59.933755] [INFO ] [CONFIGURE ] A: Best accuracy: 70.00%
[2025-10-14T22:44:59.933785] [INFO ] [CONFIGURE ] A: Best feature set (0 features): []
[2025-10-14T22:44:59.933813] [INFO ] [CONFIGURE ] A: Improvement over baseline: 0.00%
[2025-10-14T22:44:59.933839] [INFO ] [CONFIGURE ] A: Total time: 36.1 seconds
[2025-10-14T22:44:59.933866] [INFO ] [CONFIGURE ] A: Average time per feature: 1.2 seconds
[2025-10-14T22:44:59.933893] [INFO ] [CONFIGURE ] A: Average speed: 0.80 features/sec
[2025-10-14T22:44:59.934504] [INFO ] [LOCAL     ] Saved configuration for A: 0 features, 70.00% accuracy -> ./output/feature-sets/A.json
[2025-10-14T22:44:59.934561] [INFO ] [CONFIGURE ] A: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-14T22:44:59.934638] [INFO ] [sig       ] [1/96] Successfully configured A | 0.03 sym/s | Total: 37s | ETA: 59.1m
[2025-10-14T22:44:59.934728] [INFO ] [sig       ] [2/96] Configuring ACR...
[2025-10-14T22:44:59.934769] [INFO ] [CONFIGURE ] ACR: Configurate test run.
[2025-10-14T22:44:59.934804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACR' from 'https://tdm.silogroup.org/data/derivative_storage/ACR.csv'.
[2025-10-14T22:44:59.947830] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACR'.
[2025-10-14T22:44:59.948198] [INFO ] [CONFIGURE ] ACR: Testing with 29 available features
[2025-10-14T22:44:59.948253] [INFO ] [CONFIGURE ] ACR: Establishing baseline with no features...
[2025-10-14T22:45:00.053669] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:00.157382] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:00.261583] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:00.373319] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:00.489470] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:00.601771] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:00.722670] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:00.834139] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:00.943327] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:01.043341] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:01.043462] [INFO ] [CONFIGURE ] ACR: Baseline score (no features): 50.00%
[2025-10-14T22:45:01.043506] [INFO ] [CONFIGURE ] ACR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:45:01.043540] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:45:01.153765] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:01.264061] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:01.386495] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:01.501831] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:01.618154] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:01.731626] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:01.856058] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:02.010533] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:02.138162] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:02.265832] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:02.266020] [INFO ] [CONFIGURE ] ACR: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:45:02.266097] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2754 tests
[2025-10-14T22:45:02.266154] [INFO ] [CONFIGURE ] ACR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:45:02.266190] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:45:02.394631] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:02.524244] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:02.653870] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:02.779873] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:02.901979] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:03.026386] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:03.148256] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:03.269856] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:03.400115] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:03.522471] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:03.522622] [INFO ] [CONFIGURE ] ACR: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T22:45:03.522701] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.2s/test | Remaining: 2753 tests
[2025-10-14T22:45:03.522747] [INFO ] [CONFIGURE ] ACR: Testing feature 3/29: add_daily_returns
[2025-10-14T22:45:03.522779] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_daily_returns']
[2025-10-14T22:45:03.632922] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:03.737948] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:03.842068] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:03.947283] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:04.054025] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:04.162788] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:04.270360] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:04.378196] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:04.487054] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:04.596314] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:04.596451] [INFO ] [CONFIGURE ] ACR: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:45:04.596494] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.2s/test | Remaining: 2752 tests
[2025-10-14T22:45:04.596528] [INFO ] [CONFIGURE ] ACR: Testing feature 4/29: add_ema
[2025-10-14T22:45:04.596559] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema']
[2025-10-14T22:45:04.715706] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:04.839160] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:04.959156] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:05.081440] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:05.205914] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:05.328367] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:05.448997] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:05.572698] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:05.697509] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:05.826587] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:05.826793] [INFO ] [CONFIGURE ] ACR: KEPT add_ema (score: 60.00%)
[2025-10-14T22:45:05.826846] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.2s/test | Remaining: 2751 tests
[2025-10-14T22:45:05.826883] [INFO ] [CONFIGURE ] ACR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:45:05.826919] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:45:05.976774] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:06.132100] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:06.284948] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:06.441778] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:06.589244] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:06.736893] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:06.899439] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:07.066826] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:07.218944] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:07.371372] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:07.371570] [INFO ] [CONFIGURE ] ACR: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:45:07.371633] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.2s/test | Remaining: 2750 tests
[2025-10-14T22:45:07.371708] [INFO ] [CONFIGURE ] ACR: Testing feature 6/29: add_failed_moves
[2025-10-14T22:45:07.371750] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T22:45:07.519510] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:07.692088] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:07.839903] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:07.988906] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:08.139247] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:08.276487] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:08.410133] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:08.541248] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:08.672842] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:08.806415] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:08.806598] [INFO ] [CONFIGURE ] ACR: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:45:08.806668] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2749 tests
[2025-10-14T22:45:08.806731] [INFO ] [CONFIGURE ] ACR: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:45:08.806769] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-14T22:45:08.929355] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:09.060928] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:09.189513] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:09.345348] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:09.516864] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:09.675597] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:09.843061] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:09.984982] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:10.126624] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:10.260242] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:10.260422] [INFO ] [CONFIGURE ] ACR: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:45:10.260475] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2748 tests
[2025-10-14T22:45:10.260511] [INFO ] [CONFIGURE ] ACR: Testing feature 8/29: add_macd
[2025-10-14T22:45:10.260544] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-14T22:45:10.419365] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:10.574618] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:10.727069] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:45:10.877699] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:11.028562] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:11.179433] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:11.331231] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:11.493372] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:11.662309] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:11.826533] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:11.826761] [INFO ] [CONFIGURE ] ACR: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:45:11.826819] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2747 tests
[2025-10-14T22:45:11.826856] [INFO ] [CONFIGURE ] ACR: Testing feature 9/29: add_mfi
[2025-10-14T22:45:11.826889] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_mfi']
[2025-10-14T22:45:11.963920] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:12.098070] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:12.235824] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:12.375019] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:12.512938] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:12.651751] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:12.800746] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:12.943029] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:13.089748] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:13.234941] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:13.235121] [INFO ] [CONFIGURE ] ACR: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:45:13.235164] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2746 tests
[2025-10-14T22:45:13.235201] [INFO ] [CONFIGURE ] ACR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:45:13.235232] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:45:13.396840] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:13.559139] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:13.724154] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:13.879341] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:14.029158] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:14.181243] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:14.336233] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:14.489523] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:14.645797] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:14.798538] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:14.798710] [INFO ] [CONFIGURE ] ACR: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T22:45:14.798768] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.3s/test | Remaining: 2745 tests
[2025-10-14T22:45:14.798824] [INFO ] [CONFIGURE ] ACR: Testing feature 11/29: add_obv_daily
[2025-10-14T22:45:14.798858] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-14T22:45:14.926136] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:15.060504] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:15.189518] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:15.324033] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:15.467479] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:15.606488] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:15.739010] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:15.872898] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:16.005831] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:16.139735] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:16.139896] [INFO ] [CONFIGURE ] ACR: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T22:45:16.139941] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.3s/test | Remaining: 2744 tests
[2025-10-14T22:45:16.139975] [INFO ] [CONFIGURE ] ACR: Testing feature 12/29: add_obv_interval
[2025-10-14T22:45:16.140005] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-14T22:45:16.270239] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:16.400134] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:16.529238] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:16.652841] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:16.776911] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:16.906188] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:17.037075] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:17.167462] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:17.304287] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:45:17.453402] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:17.453668] [INFO ] [CONFIGURE ] ACR: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T22:45:17.453744] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.3s/test | Remaining: 2743 tests
[2025-10-14T22:45:17.453795] [INFO ] [CONFIGURE ] ACR: Testing feature 13/29: add_opening_strength
[2025-10-14T22:45:17.453870] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:45:17.610342] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:17.765365] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:17.931845] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:18.070688] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:18.216252] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:18.363573] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:18.504669] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:18.651694] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:18.796128] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:18.940755] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:18.940953] [INFO ] [CONFIGURE ] ACR: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:45:18.941001] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.3s/test | Remaining: 2742 tests
[2025-10-14T22:45:18.941037] [INFO ] [CONFIGURE ] ACR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:45:18.941069] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-14T22:45:19.082866] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:19.231273] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:19.375859] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:19.519590] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:19.666533] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:19.817938] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:19.963046] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:20.106734] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:20.255106] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:20.400828] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:20.401014] [INFO ] [CONFIGURE ] ACR: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T22:45:20.401063] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.3s/test | Remaining: 2741 tests
[2025-10-14T22:45:20.401119] [INFO ] [CONFIGURE ] ACR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:45:20.401177] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-14T22:45:20.526784] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:20.652773] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:20.872045] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:21.000768] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:21.128552] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:21.254462] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:21.388764] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:21.515520] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:21.643549] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:21.780153] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:21.780320] [INFO ] [CONFIGURE ] ACR: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T22:45:21.780367] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2740 tests
[2025-10-14T22:45:21.780404] [INFO ] [CONFIGURE ] ACR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:45:21.780440] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-14T22:45:21.911376] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:22.055453] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:22.186396] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:22.323413] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:22.452335] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:22.581524] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:22.711785] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:22.845303] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:22.981472] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:23.116282] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:23.116420] [INFO ] [CONFIGURE ] ACR: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:45:23.116465] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2739 tests
[2025-10-14T22:45:23.116498] [INFO ] [CONFIGURE ] ACR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:45:23.116529] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-14T22:45:23.249760] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:23.381278] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:23.515237] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:23.654838] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:23.790088] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:23.926154] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:24.060557] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:24.197433] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:24.335035] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:24.463473] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:24.463700] [INFO ] [CONFIGURE ] ACR: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:45:24.463760] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.3s/test | Remaining: 2738 tests
[2025-10-14T22:45:24.463796] [INFO ] [CONFIGURE ] ACR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:45:24.463828] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-14T22:45:24.578694] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:24.701136] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:24.824614] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:24.946511] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:25.068206] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:25.189440] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:25.315069] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:25.439702] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:25.563822] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:25.690402] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:25.690578] [INFO ] [CONFIGURE ] ACR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T22:45:25.690623] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2737 tests
[2025-10-14T22:45:25.690693] [INFO ] [CONFIGURE ] ACR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:45:25.690741] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T22:45:25.813320] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:25.934138] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:26.055861] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:26.220352] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:26.342456] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:26.463315] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:26.583578] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:26.713724] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:26.847455] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:26.970184] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:26.970320] [INFO ] [CONFIGURE ] ACR: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:45:26.970364] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2736 tests
[2025-10-14T22:45:26.970399] [INFO ] [CONFIGURE ] ACR: Testing feature 20/29: add_price_rejection
[2025-10-14T22:45:26.970430] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-14T22:45:27.100549] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:27.229074] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:27.355977] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:27.485373] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:27.616387] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:27.748496] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:27.891517] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:28.033212] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:28.177387] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:28.319983] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:28.320166] [INFO ] [CONFIGURE ] ACR: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:45:28.320217] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2735 tests
[2025-10-14T22:45:28.320252] [INFO ] [CONFIGURE ] ACR: Testing feature 21/29: add_range_position
[2025-10-14T22:45:28.320284] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_range_position']
[2025-10-14T22:45:28.465976] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:28.607521] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:28.749318] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:28.899347] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:29.042394] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:29.183054] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:29.322593] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:29.467855] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:29.610637] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:29.754790] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:29.754997] [INFO ] [CONFIGURE ] ACR: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T22:45:29.755047] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.3s/test | Remaining: 2734 tests
[2025-10-14T22:45:29.755083] [INFO ] [CONFIGURE ] ACR: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:45:29.755115] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-14T22:45:29.908243] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:30.069845] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:30.243548] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:30.429563] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:30.624254] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:30.809957] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:30.995922] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:31.167239] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:31.333123] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:31.506741] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:31.506902] [INFO ] [CONFIGURE ] ACR: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T22:45:31.506946] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.3s/test | Remaining: 2733 tests
[2025-10-14T22:45:31.506980] [INFO ] [CONFIGURE ] ACR: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:45:31.507010] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-14T22:45:31.647199] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:31.781690] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:31.915524] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:32.048439] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:32.182869] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:32.320219] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:32.463808] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:32.596443] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:32.728328] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:32.863561] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:32.863729] [INFO ] [CONFIGURE ] ACR: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T22:45:32.863785] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.3s/test | Remaining: 2732 tests
[2025-10-14T22:45:32.863840] [INFO ] [CONFIGURE ] ACR: Testing feature 24/29: add_rsi
[2025-10-14T22:45:32.863874] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:45:32.992283] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:33.123462] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:33.255997] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:33.389069] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:33.520602] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:33.652964] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:33.785257] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:33.918172] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:45:34.053836] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:34.191761] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:34.191916] [INFO ] [CONFIGURE ] ACR: DISCARDED add_rsi (score: 20.00%)
[2025-10-14T22:45:34.191963] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.3s/test | Remaining: 2731 tests
[2025-10-14T22:45:34.191999] [INFO ] [CONFIGURE ] ACR: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:45:34.192032] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-14T22:45:34.317746] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:34.445327] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:34.568683] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:34.692840] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:34.827776] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:34.953502] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:35.079443] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:35.205781] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:35.333182] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:35.463125] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:35.463275] [INFO ] [CONFIGURE ] ACR: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T22:45:35.463319] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.3s/test | Remaining: 2730 tests
[2025-10-14T22:45:35.463355] [INFO ] [CONFIGURE ] ACR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:45:35.463387] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T22:45:35.590277] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:35.717590] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:35.844768] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:45:35.975971] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:36.107363] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:36.245124] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:36.380802] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:36.513781] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:36.648203] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:36.781419] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:36.781571] [INFO ] [CONFIGURE ] ACR: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:45:36.781619] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.3s/test | Remaining: 2729 tests
[2025-10-14T22:45:36.781683] [INFO ] [CONFIGURE ] ACR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:45:36.781733] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-14T22:45:36.842537] [FATAL] [FORECASTER] Failed to test lookback=11: [22:45:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:36.903660] [FATAL] [FORECASTER] Failed to test lookback=10: [22:45:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:36.965292] [FATAL] [FORECASTER] Failed to test lookback=9: [22:45:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.028402] [FATAL] [FORECASTER] Failed to test lookback=8: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.092499] [FATAL] [FORECASTER] Failed to test lookback=7: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.155031] [FATAL] [FORECASTER] Failed to test lookback=6: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.218346] [FATAL] [FORECASTER] Failed to test lookback=5: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.282082] [FATAL] [FORECASTER] Failed to test lookback=4: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.345279] [FATAL] [FORECASTER] Failed to test lookback=3: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.408572] [FATAL] [FORECASTER] Failed to test lookback=2: [22:45:37] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T22:45:37.408917] [INFO ] [CONFIGURE ] ACR: DISCARDED add_volume_price_divergence (score: 0.00%)
[2025-10-14T22:45:37.408972] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.3s/test | Remaining: 2728 tests
[2025-10-14T22:45:37.409009] [INFO ] [CONFIGURE ] ACR: Testing feature 28/29: add_volume_profile
[2025-10-14T22:45:37.409039] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-14T22:45:37.540043] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:37.675789] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:37.822363] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:45:37.951010] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:38.081678] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:45:38.213168] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:38.343782] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:38.475723] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:38.605993] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:38.743218] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:45:38.743395] [INFO ] [CONFIGURE ] ACR: KEPT add_volume_profile (score: 70.00%)
[2025-10-14T22:45:38.743458] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.3s/test | Remaining: 2727 tests
[2025-10-14T22:45:38.743496] [INFO ] [CONFIGURE ] ACR: Testing feature 29/29: add_vwap
[2025-10-14T22:45:38.743527] [INFO ] [CONFIGURE ] ACR: Testing with features: ['add_ema', 'add_volume_profile', 'add_vwap']
[2025-10-14T22:45:38.896062] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:45:39.040089] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:45:39.188211] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:45:39.337544] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:39.492575] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:39.639591] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:45:39.786146] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:45:39.935047] [DEBUG] [FORECASTER] ACR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:45:40.085900] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:45:40.241423] [DEBUG] [FORECASTER] ACR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:45:40.241599] [INFO ] [CONFIGURE ] ACR: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T22:45:40.241666] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2726 tests
[2025-10-14T22:45:40.241730] [INFO ] [CONFIGURE ] ACR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:45:40.241764] [INFO ] [CONFIGURE ] ACR: Best accuracy: 70.00%
[2025-10-14T22:45:40.241796] [INFO ] [CONFIGURE ] ACR: Best feature set (2 features): ['add_ema', 'add_volume_profile']
[2025-10-14T22:45:40.241825] [INFO ] [CONFIGURE ] ACR: Improvement over baseline: 20.00%
[2025-10-14T22:45:40.241852] [INFO ] [CONFIGURE ] ACR: Total time: 39.2 seconds
[2025-10-14T22:45:40.241879] [INFO ] [CONFIGURE ] ACR: Average time per feature: 1.4 seconds
[2025-10-14T22:45:40.241907] [INFO ] [CONFIGURE ] ACR: Average speed: 0.74 features/sec
[2025-10-14T22:45:40.242320] [INFO ] [LOCAL     ] Saved configuration for ACR: 2 features, 70.00% accuracy -> ./output/feature-sets/ACR.json
[2025-10-14T22:45:40.242370] [INFO ] [CONFIGURE ] ACR: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T22:45:40.242440] [INFO ] [sig       ] [2/96] Successfully configured ACR | 0.03 sym/s | Total: 1.3m | ETA: 1.0h
[2025-10-14T22:45:40.242508] [INFO ] [sig       ] [3/96] Configuring ADC...
[2025-10-14T22:45:40.242549] [INFO ] [CONFIGURE ] ADC: Configurate test run.
[2025-10-14T22:45:40.242581] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADC' from 'https://tdm.silogroup.org/data/derivative_storage/ADC.csv'.
[2025-10-14T22:45:40.254128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADC'.
[2025-10-14T22:45:40.254476] [INFO ] [CONFIGURE ] ADC: Testing with 29 available features
[2025-10-14T22:45:40.254533] [INFO ] [CONFIGURE ] ADC: Establishing baseline with no features...
[2025-10-14T22:45:40.356193] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:40.457062] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:40.558431] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:40.663770] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:40.766184] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:40.868196] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:40.972025] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:41.077831] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:41.183233] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:41.288837] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:41.289025] [INFO ] [CONFIGURE ] ADC: Baseline score (no features): 50.00%
[2025-10-14T22:45:41.289074] [INFO ] [CONFIGURE ] ADC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:45:41.289108] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:45:41.404811] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:41.525482] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:41.644344] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:41.772939] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:41.906791] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:42.040725] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:42.173564] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:42.305181] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:42.432820] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:42.568425] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:42.568604] [INFO ] [CONFIGURE ] ADC: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T22:45:42.568679] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2725 tests
[2025-10-14T22:45:42.568741] [INFO ] [CONFIGURE ] ADC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:45:42.568817] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:45:42.701233] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:42.851849] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:42.986065] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:43.115280] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:43.239315] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:43.364575] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:43.493012] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:43.627368] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:45:43.755418] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:43.882871] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:43.883040] [INFO ] [CONFIGURE ] ADC: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T22:45:43.883085] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.3s/test | Remaining: 2724 tests
[2025-10-14T22:45:43.883119] [INFO ] [CONFIGURE ] ADC: Testing feature 3/29: add_daily_returns
[2025-10-14T22:45:43.883152] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_daily_returns']
[2025-10-14T22:45:43.989335] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:44.094339] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:44.201499] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:44.308344] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:44.416588] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:44.523181] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:44.631128] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:44.740805] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:44.850265] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:45:44.962978] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:44.963181] [INFO ] [CONFIGURE ] ADC: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:45:44.963227] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.3s/test | Remaining: 2723 tests
[2025-10-14T22:45:44.963262] [INFO ] [CONFIGURE ] ADC: Testing feature 4/29: add_ema
[2025-10-14T22:45:44.963294] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_ema']
[2025-10-14T22:45:45.083142] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:45.217688] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:45.356137] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:45.496139] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:45.627120] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:45.750572] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:45.886068] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:46.007487] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:45:46.129400] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:46.255604] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:46.255870] [INFO ] [CONFIGURE ] ADC: DISCARDED add_ema (score: 40.00%)
[2025-10-14T22:45:46.255954] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.3s/test | Remaining: 2722 tests
[2025-10-14T22:45:46.256029] [INFO ] [CONFIGURE ] ADC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:45:46.256102] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:45:46.396303] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:46.527268] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:46.655332] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:46.781144] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:46.906593] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:47.033240] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:47.161222] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:47.288935] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:47.419021] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:45:47.553254] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:47.553501] [INFO ] [CONFIGURE ] ADC: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:45:47.553553] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2721 tests
[2025-10-14T22:45:47.553592] [INFO ] [CONFIGURE ] ADC: Testing feature 6/29: add_failed_moves
[2025-10-14T22:45:47.553625] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_failed_moves']
[2025-10-14T22:45:47.663085] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:47.789057] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:47.914164] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:48.029245] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:48.139158] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:48.256136] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:48.367621] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:48.480001] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:48.596832] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:48.709115] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:48.709289] [INFO ] [CONFIGURE ] ADC: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T22:45:48.709334] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.3s/test | Remaining: 2720 tests
[2025-10-14T22:45:48.709367] [INFO ] [CONFIGURE ] ADC: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:45:48.709398] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_lag_shelf']
[2025-10-14T22:45:48.806892] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:48.907991] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:49.006149] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:49.105501] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:49.205409] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:49.307933] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:49.408831] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:49.515311] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:49.618458] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:49.722049] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:49.722179] [INFO ] [CONFIGURE ] ADC: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T22:45:49.722376] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2719 tests
[2025-10-14T22:45:49.722430] [INFO ] [CONFIGURE ] ADC: Testing feature 8/29: add_macd
[2025-10-14T22:45:49.722464] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:45:49.866170] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:50.000907] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:50.136462] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:50.272617] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:50.437274] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:50.576582] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:50.715974] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:50.862148] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:45:51.004843] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:51.145462] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:51.145599] [INFO ] [CONFIGURE ] ADC: DISCARDED add_macd (score: 30.00%)
[2025-10-14T22:45:51.145666] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.3s/test | Remaining: 2718 tests
[2025-10-14T22:45:51.145725] [INFO ] [CONFIGURE ] ADC: Testing feature 9/29: add_mfi
[2025-10-14T22:45:51.145760] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_mfi']
[2025-10-14T22:45:51.258032] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:51.371213] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:51.484613] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:51.601192] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:51.716384] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:51.834517] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:51.950313] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:52.067423] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:52.184337] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:52.301852] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:52.301982] [INFO ] [CONFIGURE ] ADC: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:45:52.302027] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2717 tests
[2025-10-14T22:45:52.302062] [INFO ] [CONFIGURE ] ADC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:45:52.302093] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:45:52.430190] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:52.562589] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:52.691030] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:52.822969] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:52.953585] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:53.090539] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:53.225074] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:53.361806] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:53.498898] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:53.639454] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:53.639637] [INFO ] [CONFIGURE ] ADC: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:45:53.639721] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2716 tests
[2025-10-14T22:45:53.639762] [INFO ] [CONFIGURE ] ADC: Testing feature 11/29: add_obv_daily
[2025-10-14T22:45:53.639795] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_obv_daily']
[2025-10-14T22:45:53.760119] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:53.896781] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:54.017855] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:54.136192] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:54.265895] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:54.387609] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:54.505586] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:54.636010] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:54.757958] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:54.880465] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:45:54.880636] [INFO ] [CONFIGURE ] ADC: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:45:54.880777] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2715 tests
[2025-10-14T22:45:54.880818] [INFO ] [CONFIGURE ] ADC: Testing feature 12/29: add_obv_interval
[2025-10-14T22:45:54.880850] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_obv_interval']
[2025-10-14T22:45:55.001745] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:55.118795] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:55.240231] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:55.354975] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:55.473307] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:55.588889] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:55.707853] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:55.845490] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:55.961330] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:56.074842] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:56.075041] [INFO ] [CONFIGURE ] ADC: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T22:45:56.075089] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2714 tests
[2025-10-14T22:45:56.075126] [INFO ] [CONFIGURE ] ADC: Testing feature 13/29: add_opening_strength
[2025-10-14T22:45:56.075159] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:45:56.194377] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:56.312378] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:56.428623] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:56.548056] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:56.666052] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:56.784373] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:56.904813] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:57.030126] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:45:57.151525] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:45:57.276114] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:57.276297] [INFO ] [CONFIGURE ] ADC: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:45:57.276344] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2713 tests
[2025-10-14T22:45:57.276379] [INFO ] [CONFIGURE ] ADC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:45:57.276412] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T22:45:57.405400] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:57.528239] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:57.653459] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:45:57.777835] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:57.898240] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:58.022546] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:58.142460] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:58.261775] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:58.381482] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:45:58.507522] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:58.507700] [INFO ] [CONFIGURE ] ADC: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T22:45:58.507760] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2712 tests
[2025-10-14T22:45:58.507798] [INFO ] [CONFIGURE ] ADC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:45:58.507831] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T22:45:58.605954] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:58.704585] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:58.805063] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:45:58.905546] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:45:59.009708] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:45:59.113933] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:45:59.222741] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:45:59.331804] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:45:59.447403] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:45:59.557170] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:45:59.557344] [INFO ] [CONFIGURE ] ADC: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:45:59.557389] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2711 tests
[2025-10-14T22:45:59.557423] [INFO ] [CONFIGURE ] ADC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:45:59.557455] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T22:45:59.668051] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:45:59.778225] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:45:59.889562] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:46:00.000136] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:00.114076] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:00.232533] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:00.350908] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:00.469380] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:00.584100] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:46:00.705465] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:00.705659] [INFO ] [CONFIGURE ] ADC: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:46:00.705723] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2710 tests
[2025-10-14T22:46:00.705761] [INFO ] [CONFIGURE ] ADC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:46:00.705794] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_return_2d']
[2025-10-14T22:46:00.824443] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:00.959174] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:01.097261] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:46:01.231520] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:01.363616] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:01.494678] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:01.618866] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:01.745748] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:01.879820] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:02.007846] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:02.008035] [INFO ] [CONFIGURE ] ADC: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:46:02.008084] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2709 tests
[2025-10-14T22:46:02.008119] [INFO ] [CONFIGURE ] ADC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:46:02.008152] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T22:46:02.111222] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:02.214818] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:02.316203] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:02.418924] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:02.538948] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:02.648460] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:02.752409] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:02.857212] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:02.961419] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:46:03.070749] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:03.070877] [INFO ] [CONFIGURE ] ADC: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T22:46:03.070921] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2708 tests
[2025-10-14T22:46:03.070954] [INFO ] [CONFIGURE ] ADC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:46:03.070986] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T22:46:03.171799] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:03.272201] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:03.374741] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:03.479615] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:03.585019] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:03.691862] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:03.794238] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:03.895319] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:03.997420] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:04.099542] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:04.099719] [INFO ] [CONFIGURE ] ADC: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-14T22:46:04.099775] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2707 tests
[2025-10-14T22:46:04.099811] [INFO ] [CONFIGURE ] ADC: Testing feature 20/29: add_price_rejection
[2025-10-14T22:46:04.099841] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_price_rejection']
[2025-10-14T22:46:04.207287] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:04.316812] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:04.432270] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:04.541846] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:04.651842] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:04.761244] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:04.871808] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:04.983181] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:05.094792] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:05.206417] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:05.206565] [INFO ] [CONFIGURE ] ADC: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T22:46:05.206628] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.3s/test | Remaining: 2706 tests
[2025-10-14T22:46:05.206700] [INFO ] [CONFIGURE ] ADC: Testing feature 21/29: add_range_position
[2025-10-14T22:46:05.206763] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_range_position']
[2025-10-14T22:46:05.323703] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:05.441224] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:05.580909] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:05.699537] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:05.818374] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:05.937315] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:06.058378] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:06.178385] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:06.299869] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:06.421621] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:06.421796] [INFO ] [CONFIGURE ] ADC: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T22:46:06.421845] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2705 tests
[2025-10-14T22:46:06.421880] [INFO ] [CONFIGURE ] ADC: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:46:06.421910] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_realized_volatility']
[2025-10-14T22:46:06.553500] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:06.691398] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:06.832593] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:06.972623] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:07.113230] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:07.256415] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:07.410244] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:07.560243] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:07.710900] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:07.862602] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:07.862826] [INFO ] [CONFIGURE ] ADC: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:46:07.862891] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.3s/test | Remaining: 2704 tests
[2025-10-14T22:46:07.862929] [INFO ] [CONFIGURE ] ADC: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:46:07.862961] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_recent_range_context']
[2025-10-14T22:46:07.979416] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:08.100239] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:08.215931] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:08.332660] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:08.456292] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:08.621673] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:08.757066] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:08.893984] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:09.032780] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:09.160548] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:09.160777] [INFO ] [CONFIGURE ] ADC: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T22:46:09.160834] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.3s/test | Remaining: 2703 tests
[2025-10-14T22:46:09.160874] [INFO ] [CONFIGURE ] ADC: Testing feature 24/29: add_rsi
[2025-10-14T22:46:09.160935] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:46:09.311240] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:09.446146] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:09.577539] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:09.710560] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:09.851586] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:09.988942] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:10.183486] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:10.326691] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:10.480366] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:10.623253] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:10.623438] [INFO ] [CONFIGURE ] ADC: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T22:46:10.623484] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2702 tests
[2025-10-14T22:46:10.623520] [INFO ] [CONFIGURE ] ADC: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:46:10.623552] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_tick_distribution']
[2025-10-14T22:46:10.736478] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:10.849469] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:10.961944] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:11.076920] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:11.196340] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:11.312436] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:11.432867] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:11.548546] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:11.665922] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:11.785882] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:11.786067] [INFO ] [CONFIGURE ] ADC: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T22:46:11.786112] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.3s/test | Remaining: 2701 tests
[2025-10-14T22:46:11.786146] [INFO ] [CONFIGURE ] ADC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:46:11.786177] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T22:46:11.901427] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:12.016430] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:12.131931] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:46:12.252339] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:12.369469] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:12.487399] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:12.601520] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:12.716125] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:12.829821] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:46:12.946424] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:12.946589] [INFO ] [CONFIGURE ] ADC: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:46:12.946634] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2700 tests
[2025-10-14T22:46:12.946708] [INFO ] [CONFIGURE ] ADC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:46:12.946748] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_volume_price_divergence']
[2025-10-14T22:46:13.065236] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:13.184618] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:13.310735] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:13.438677] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:13.564478] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:13.691234] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:13.817573] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:13.944575] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:14.071851] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:14.200504] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:14.200690] [INFO ] [CONFIGURE ] ADC: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T22:46:14.200754] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2699 tests
[2025-10-14T22:46:14.200792] [INFO ] [CONFIGURE ] ADC: Testing feature 28/29: add_volume_profile
[2025-10-14T22:46:14.200825] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_volume_profile']
[2025-10-14T22:46:14.322571] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:14.442672] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:14.560356] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:14.681482] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:14.798273] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:14.916029] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:15.029120] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:46:15.142855] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:46:15.258061] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:46:15.372784] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:15.372958] [INFO ] [CONFIGURE ] ADC: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T22:46:15.373056] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.3s/test | Remaining: 2698 tests
[2025-10-14T22:46:15.373111] [INFO ] [CONFIGURE ] ADC: Testing feature 29/29: add_vwap
[2025-10-14T22:46:15.373146] [INFO ] [CONFIGURE ] ADC: Testing with features: ['add_vwap']
[2025-10-14T22:46:15.487115] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:15.601415] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:15.716329] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:15.831780] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:15.946296] [DEBUG] [FORECASTER] ADC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:16.062898] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:16.180668] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:46:16.302255] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:46:16.420325] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:46:16.538003] [DEBUG] [FORECASTER] ADC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:16.538162] [INFO ] [CONFIGURE ] ADC: KEPT add_vwap (score: 60.00%)
[2025-10-14T22:46:16.538206] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.3s/test | Remaining: 2697 tests
[2025-10-14T22:46:16.538241] [INFO ] [CONFIGURE ] ADC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:46:16.538272] [INFO ] [CONFIGURE ] ADC: Best accuracy: 60.00%
[2025-10-14T22:46:16.538303] [INFO ] [CONFIGURE ] ADC: Best feature set (1 features): ['add_vwap']
[2025-10-14T22:46:16.538331] [INFO ] [CONFIGURE ] ADC: Improvement over baseline: 10.00%
[2025-10-14T22:46:16.538358] [INFO ] [CONFIGURE ] ADC: Total time: 35.2 seconds
[2025-10-14T22:46:16.538385] [INFO ] [CONFIGURE ] ADC: Average time per feature: 1.2 seconds
[2025-10-14T22:46:16.538413] [INFO ] [CONFIGURE ] ADC: Average speed: 0.82 features/sec
[2025-10-14T22:46:16.538974] [INFO ] [LOCAL     ] Saved configuration for ADC: 1 features, 60.00% accuracy -> ./output/feature-sets/ADC.json
[2025-10-14T22:46:16.539030] [INFO ] [CONFIGURE ] ADC: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-14T22:46:16.539080] [INFO ] [sig       ] [3/96] Successfully configured ADC | 0.03 sym/s | Total: 1.9m | ETA: 58.9m
[2025-10-14T22:46:16.539136] [INFO ] [sig       ] [4/96] Configuring ADNT...
[2025-10-14T22:46:16.539169] [INFO ] [CONFIGURE ] ADNT: Configurate test run.
[2025-10-14T22:46:16.539200] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADNT' from 'https://tdm.silogroup.org/data/derivative_storage/ADNT.csv'.
[2025-10-14T22:46:16.551495] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADNT'.
[2025-10-14T22:46:16.551839] [INFO ] [CONFIGURE ] ADNT: Testing with 29 available features
[2025-10-14T22:46:16.551895] [INFO ] [CONFIGURE ] ADNT: Establishing baseline with no features...
[2025-10-14T22:46:16.654319] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:16.755962] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:16.862098] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:16.970252] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:17.076524] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:17.181264] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:17.286534] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:17.393634] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:17.501212] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:17.608629] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:17.608830] [INFO ] [CONFIGURE ] ADNT: Baseline score (no features): 40.00%
[2025-10-14T22:46:17.608879] [INFO ] [CONFIGURE ] ADNT: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:46:17.608913] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:46:17.729531] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:17.862401] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:18.011396] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:18.166525] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:18.309185] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:18.470266] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:18.628425] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:18.797909] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:18.964135] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:19.121273] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:19.121456] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T22:46:19.121502] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.3s/test | Remaining: 2696 tests
[2025-10-14T22:46:19.121537] [INFO ] [CONFIGURE ] ADNT: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:46:19.121570] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:46:19.266729] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:19.405016] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:19.541364] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:19.675308] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:19.800634] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:19.924489] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:20.048245] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:20.175490] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:20.301205] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:46:20.428200] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:20.428360] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T22:46:20.428405] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.3s/test | Remaining: 2695 tests
[2025-10-14T22:46:20.428440] [INFO ] [CONFIGURE ] ADNT: Testing feature 3/29: add_daily_returns
[2025-10-14T22:46:20.428471] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_daily_returns']
[2025-10-14T22:46:20.537534] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:20.647320] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:20.757175] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:20.867312] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:20.980305] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:21.096179] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:21.212696] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:21.331524] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:21.453515] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:21.575417] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:21.575611] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T22:46:21.575701] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.3s/test | Remaining: 2694 tests
[2025-10-14T22:46:21.575751] [INFO ] [CONFIGURE ] ADNT: Testing feature 4/29: add_ema
[2025-10-14T22:46:21.575788] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema']
[2025-10-14T22:46:21.699506] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:21.827048] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:21.952840] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:22.076423] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:22.219760] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:22.359961] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:22.506498] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:22.643917] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:22.770952] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:22.900180] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:22.900360] [INFO ] [CONFIGURE ] ADNT: KEPT add_ema (score: 50.00%)
[2025-10-14T22:46:22.900407] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.3s/test | Remaining: 2693 tests
[2025-10-14T22:46:22.900444] [INFO ] [CONFIGURE ] ADNT: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:46:22.900478] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:46:23.069708] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:23.232897] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:23.401085] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:23.573033] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:23.790040] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:23.985893] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:24.153546] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:24.311874] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:24.473580] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:24.628346] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:24.628531] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T22:46:24.628599] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2692 tests
[2025-10-14T22:46:24.628636] [INFO ] [CONFIGURE ] ADNT: Testing feature 6/29: add_failed_moves
[2025-10-14T22:46:24.628713] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T22:46:24.754534] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:24.879146] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:25.006846] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:25.135434] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:25.271051] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:25.395341] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:25.527617] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:25.659399] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:25.816474] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:25.954183] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:25.954367] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T22:46:25.954430] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2691 tests
[2025-10-14T22:46:25.954468] [INFO ] [CONFIGURE ] ADNT: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:46:25.954500] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-14T22:46:26.073316] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:26.192340] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:26.313245] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:26.442164] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:26.574535] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:26.696502] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:26.817338] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:26.941286] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:27.069964] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:27.195484] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:27.195638] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T22:46:27.195722] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.3s/test | Remaining: 2690 tests
[2025-10-14T22:46:27.195762] [INFO ] [CONFIGURE ] ADNT: Testing feature 8/29: add_macd
[2025-10-14T22:46:27.195799] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-14T22:46:27.348455] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:27.508964] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:27.673263] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:27.838281] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:28.007516] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:28.174204] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:28.337523] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:28.494500] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:28.653684] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:28.821522] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:28.821747] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:46:28.821806] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2689 tests
[2025-10-14T22:46:28.821845] [INFO ] [CONFIGURE ] ADNT: Testing feature 9/29: add_mfi
[2025-10-14T22:46:28.821878] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_mfi']
[2025-10-14T22:46:28.955191] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:29.086741] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:29.221296] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:29.357460] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:29.494071] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:29.632630] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:29.768622] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:29.905691] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:30.046059] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:30.183999] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:30.184196] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:46:30.184242] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2688 tests
[2025-10-14T22:46:30.184278] [INFO ] [CONFIGURE ] ADNT: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:46:30.184309] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:46:30.329622] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:30.475246] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:30.622139] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:30.769870] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:30.918534] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:31.067155] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:31.221405] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:31.371731] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:31.527793] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:31.684698] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:31.684867] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T22:46:31.684912] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.3s/test | Remaining: 2687 tests
[2025-10-14T22:46:31.684946] [INFO ] [CONFIGURE ] ADNT: Testing feature 11/29: add_obv_daily
[2025-10-14T22:46:31.684976] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-14T22:46:31.815350] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:31.959554] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:32.108638] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:32.260488] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:32.410969] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:32.547908] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:32.687257] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:32.850736] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:32.987340] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:33.126095] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:33.126253] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T22:46:33.126301] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.3s/test | Remaining: 2686 tests
[2025-10-14T22:46:33.126339] [INFO ] [CONFIGURE ] ADNT: Testing feature 12/29: add_obv_interval
[2025-10-14T22:46:33.126372] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-14T22:46:33.256724] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:33.385043] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:33.516366] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:33.644147] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:33.773674] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:33.901337] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:34.048454] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:34.185721] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:34.321386] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:34.455700] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:34.455881] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:46:34.455926] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.3s/test | Remaining: 2685 tests
[2025-10-14T22:46:34.455964] [INFO ] [CONFIGURE ] ADNT: Testing feature 13/29: add_opening_strength
[2025-10-14T22:46:34.455996] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:46:34.593422] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:34.731144] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:34.867072] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:35.008366] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:35.151312] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:35.293831] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:35.440342] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:35.585433] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:35.732683] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:35.913415] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:35.913611] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T22:46:35.913690] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2684 tests
[2025-10-14T22:46:35.913741] [INFO ] [CONFIGURE ] ADNT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:46:35.913829] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-14T22:46:36.073259] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:36.223504] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:36.375864] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:36.536928] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:36.689507] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:36.840629] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:37.007028] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:37.178528] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:37.322607] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:46:37.467157] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:37.467373] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:46:37.467449] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2683 tests
[2025-10-14T22:46:37.467506] [INFO ] [CONFIGURE ] ADNT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:46:37.467542] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-14T22:46:37.590367] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:37.714197] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:37.846696] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:37.979007] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:38.115402] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:38.244290] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:38.375484] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:38.504787] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:38.636471] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:38.771315] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:38.771480] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:46:38.771525] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2682 tests
[2025-10-14T22:46:38.771561] [INFO ] [CONFIGURE ] ADNT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:46:38.771593] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-14T22:46:38.928442] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:39.058673] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:39.192735] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:39.327600] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:39.465880] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:39.600029] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:39.735553] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:39.873968] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:40.010535] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:40.151804] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:46:40.151972] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:46:40.152018] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.3s/test | Remaining: 2681 tests
[2025-10-14T22:46:40.152054] [INFO ] [CONFIGURE ] ADNT: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:46:40.152087] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-14T22:46:40.292291] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:40.433486] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:40.575453] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:40.715454] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:40.851527] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:41.015025] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:41.168266] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:41.315025] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:41.468342] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:41.619010] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:41.619193] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:46:41.619249] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2680 tests
[2025-10-14T22:46:41.619289] [INFO ] [CONFIGURE ] ADNT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:46:41.619319] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-14T22:46:41.748158] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:41.881350] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:42.003881] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:42.127778] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:42.250827] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:42.373845] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:42.502725] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:42.631938] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:42.758952] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:42.888579] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:42.888809] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T22:46:42.888874] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2679 tests
[2025-10-14T22:46:42.888911] [INFO ] [CONFIGURE ] ADNT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:46:42.888943] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T22:46:43.010891] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:43.136151] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:43.257608] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:43.383712] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:43.506189] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:43.634237] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:43.773278] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:43.914131] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:44.046444] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:44.192068] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:44.192252] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T22:46:44.192298] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2678 tests
[2025-10-14T22:46:44.192333] [INFO ] [CONFIGURE ] ADNT: Testing feature 20/29: add_price_rejection
[2025-10-14T22:46:44.192364] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-14T22:46:44.335126] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:44.481202] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:44.620607] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:44.756004] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:44.900279] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:45.040812] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:45.177310] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:45.316515] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:45.455063] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:45.596289] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:45.596467] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T22:46:45.596511] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2677 tests
[2025-10-14T22:46:45.596546] [INFO ] [CONFIGURE ] ADNT: Testing feature 21/29: add_range_position
[2025-10-14T22:46:45.596577] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_range_position']
[2025-10-14T22:46:45.743668] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:45.891526] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:46.039429] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:46.180530] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:46.323797] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:46.466199] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:46.609233] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:46.752051] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:46.895155] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:47.037452] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:47.037674] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T22:46:47.037737] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2676 tests
[2025-10-14T22:46:47.037775] [INFO ] [CONFIGURE ] ADNT: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:46:47.037807] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-14T22:46:47.190519] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:47.343546] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:47.497241] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:47.653462] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:47.810055] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:48.002523] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:48.170184] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:48.333221] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:48.490618] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:48.649321] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:48.649480] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:46:48.649525] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2675 tests
[2025-10-14T22:46:48.649559] [INFO ] [CONFIGURE ] ADNT: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:46:48.649590] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-14T22:46:48.777321] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:48.905937] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:49.039429] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:49.183844] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:49.322366] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:49.458485] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:49.593481] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:49.730500] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:49.876070] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:46:50.011984] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:50.012149] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T22:46:50.012192] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2674 tests
[2025-10-14T22:46:50.012227] [INFO ] [CONFIGURE ] ADNT: Testing feature 24/29: add_rsi
[2025-10-14T22:46:50.012278] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:46:50.143066] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:50.276194] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:50.409267] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:50.542440] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:50.684861] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:50.831410] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:50.972190] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:51.112092] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:51.250179] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:51.388947] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:51.389106] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T22:46:51.389151] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2673 tests
[2025-10-14T22:46:51.389188] [INFO ] [CONFIGURE ] ADNT: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:46:51.389222] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-14T22:46:51.515200] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:51.640959] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:51.768901] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:51.901034] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:52.029323] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:52.162491] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:52.292451] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:52.423720] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:52.553776] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:46:52.685745] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:52.685894] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T22:46:52.685939] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2672 tests
[2025-10-14T22:46:52.685975] [INFO ] [CONFIGURE ] ADNT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:46:52.686007] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T22:46:52.814797] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:52.943782] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:53.076162] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:53.209827] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:53.343077] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:53.483163] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:53.618839] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:53.755092] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:53.893836] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:46:54.061027] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:54.061174] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-14T22:46:54.061220] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2671 tests
[2025-10-14T22:46:54.061257] [INFO ] [CONFIGURE ] ADNT: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:46:54.061289] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-14T22:46:54.221510] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:54.361452] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:54.519152] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:54.664208] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:54.806465] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:54.949216] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:55.094935] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:55.241397] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:55.389888] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:55.538803] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:55.538964] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:46:55.539012] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2670 tests
[2025-10-14T22:46:55.539047] [INFO ] [CONFIGURE ] ADNT: Testing feature 28/29: add_volume_profile
[2025-10-14T22:46:55.539079] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-14T22:46:55.666437] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:55.795584] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:55.925793] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:56.056958] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:46:56.185934] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:56.316585] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:56.450294] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:56.580701] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:56.712093] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:56.843591] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:56.843754] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T22:46:56.843806] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2669 tests
[2025-10-14T22:46:56.843842] [INFO ] [CONFIGURE ] ADNT: Testing feature 29/29: add_vwap
[2025-10-14T22:46:56.843873] [INFO ] [CONFIGURE ] ADNT: Testing with features: ['add_ema', 'add_vwap']
[2025-10-14T22:46:56.974214] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:46:57.105516] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:46:57.238809] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:46:57.372394] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:46:57.505596] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:46:57.638757] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:46:57.773072] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:46:57.907381] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:58.041798] [DEBUG] [FORECASTER] ADNT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:46:58.177604] [DEBUG] [FORECASTER] ADNT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:58.177819] [INFO ] [CONFIGURE ] ADNT: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T22:46:58.177898] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2668 tests
[2025-10-14T22:46:58.177956] [INFO ] [CONFIGURE ] ADNT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:46:58.177991] [INFO ] [CONFIGURE ] ADNT: Best accuracy: 50.00%
[2025-10-14T22:46:58.178023] [INFO ] [CONFIGURE ] ADNT: Best feature set (1 features): ['add_ema']
[2025-10-14T22:46:58.178052] [INFO ] [CONFIGURE ] ADNT: Improvement over baseline: 10.00%
[2025-10-14T22:46:58.178080] [INFO ] [CONFIGURE ] ADNT: Total time: 40.6 seconds
[2025-10-14T22:46:58.178107] [INFO ] [CONFIGURE ] ADNT: Average time per feature: 1.4 seconds
[2025-10-14T22:46:58.178134] [INFO ] [CONFIGURE ] ADNT: Average speed: 0.71 features/sec
[2025-10-14T22:46:58.178505] [INFO ] [LOCAL     ] Saved configuration for ADNT: 1 features, 50.00% accuracy -> ./output/feature-sets/ADNT.json
[2025-10-14T22:46:58.178553] [INFO ] [CONFIGURE ] ADNT: Configuration saved successfully: 1 features, 50.00% accuracy.
[2025-10-14T22:46:58.178590] [INFO ] [sig       ] [4/96] Successfully configured ADNT | 0.03 sym/s | Total: 2.6m | ETA: 59.6m
[2025-10-14T22:46:58.178622] [INFO ] [sig       ] [5/96] Configuring AEO...
[2025-10-14T22:46:58.178687] [INFO ] [CONFIGURE ] AEO: Configurate test run.
[2025-10-14T22:46:58.178737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEO' from 'https://tdm.silogroup.org/data/derivative_storage/AEO.csv'.
[2025-10-14T22:46:58.190230] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEO'.
[2025-10-14T22:46:58.190518] [INFO ] [CONFIGURE ] AEO: Testing with 29 available features
[2025-10-14T22:46:58.190573] [INFO ] [CONFIGURE ] AEO: Establishing baseline with no features...
[2025-10-14T22:46:58.294177] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:58.396135] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:46:58.499964] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:46:58.604049] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:58.708312] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:58.813434] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:46:58.917937] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:46:59.023229] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:46:59.128384] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:46:59.235336] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:46:59.235481] [INFO ] [CONFIGURE ] AEO: Baseline score (no features): 40.00%
[2025-10-14T22:46:59.235543] [INFO ] [CONFIGURE ] AEO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:46:59.235580] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:46:59.350385] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:46:59.468020] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:46:59.583178] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:46:59.698759] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:46:59.814902] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:46:59.931528] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:00.050536] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:00.168785] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:00.287114] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:00.406892] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:00.407039] [INFO ] [CONFIGURE ] AEO: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T22:47:00.407082] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2667 tests
[2025-10-14T22:47:00.407116] [INFO ] [CONFIGURE ] AEO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:47:00.407148] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:47:00.549163] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:00.687248] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:00.828909] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:00.967388] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:01.109714] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:01.254837] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:01.401443] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:01.556401] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:01.702454] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:01.862217] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:01.862397] [INFO ] [CONFIGURE ] AEO: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T22:47:01.862443] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2666 tests
[2025-10-14T22:47:01.862479] [INFO ] [CONFIGURE ] AEO: Testing feature 3/29: add_daily_returns
[2025-10-14T22:47:01.862514] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T22:47:01.985393] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:02.124838] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:02.245410] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:02.366376] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:47:02.488879] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:02.616267] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:02.750873] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:02.883669] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:03.009882] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:03.153074] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:03.153239] [INFO ] [CONFIGURE ] AEO: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:47:03.153284] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2665 tests
[2025-10-14T22:47:03.153317] [INFO ] [CONFIGURE ] AEO: Testing feature 4/29: add_ema
[2025-10-14T22:47:03.153348] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T22:47:03.284720] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:03.417308] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:03.550960] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:03.687973] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:03.823317] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:03.958149] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:04.093288] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:04.231303] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:04.366487] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:04.508192] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:04.508394] [INFO ] [CONFIGURE ] AEO: DISCARDED add_ema (score: 40.00%)
[2025-10-14T22:47:04.508441] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2664 tests
[2025-10-14T22:47:04.508476] [INFO ] [CONFIGURE ] AEO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:47:04.508509] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:47:04.648515] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:04.791427] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:04.936921] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:05.084814] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:05.235885] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:05.383281] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:05.535728] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:05.686441] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:05.839632] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:05.990973] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:05.991136] [INFO ] [CONFIGURE ] AEO: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:47:05.991181] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2663 tests
[2025-10-14T22:47:05.991217] [INFO ] [CONFIGURE ] AEO: Testing feature 6/29: add_failed_moves
[2025-10-14T22:47:05.991250] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T22:47:06.120722] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:06.251503] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:06.379882] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:06.510984] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:06.642300] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:06.774924] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:06.902235] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:07.031985] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:07.163169] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:07.291442] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:07.291598] [INFO ] [CONFIGURE ] AEO: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T22:47:07.291663] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2662 tests
[2025-10-14T22:47:07.291723] [INFO ] [CONFIGURE ] AEO: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:47:07.291759] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T22:47:07.406565] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:07.524621] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:07.642734] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:07.759284] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:07.876380] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:07.993842] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:08.111714] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:08.231166] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:08.352077] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:08.475851] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:08.476026] [INFO ] [CONFIGURE ] AEO: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T22:47:08.476082] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.3s/test | Remaining: 2661 tests
[2025-10-14T22:47:08.476119] [INFO ] [CONFIGURE ] AEO: Testing feature 8/29: add_macd
[2025-10-14T22:47:08.476152] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T22:47:08.637575] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:08.802351] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:08.966851] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:09.126213] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:09.306150] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:09.467092] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:09.627854] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:09.791245] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:09.950931] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:10.109870] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:10.110106] [INFO ] [CONFIGURE ] AEO: DISCARDED add_macd (score: 20.00%)
[2025-10-14T22:47:10.110154] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2660 tests
[2025-10-14T22:47:10.110191] [INFO ] [CONFIGURE ] AEO: Testing feature 9/29: add_mfi
[2025-10-14T22:47:10.110223] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T22:47:10.240105] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:10.372237] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:10.503374] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:10.649783] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:10.825271] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:10.985378] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:11.147773] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:11.334520] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:11.488057] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:11.643618] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:11.643862] [INFO ] [CONFIGURE ] AEO: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T22:47:11.643914] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2659 tests
[2025-10-14T22:47:11.643953] [INFO ] [CONFIGURE ] AEO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:47:11.643987] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:47:11.858521] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:12.039928] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:12.247816] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:12.399190] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:12.546954] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:12.693985] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:12.848032] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:13.002412] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:13.162446] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:13.329714] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:13.329912] [INFO ] [CONFIGURE ] AEO: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T22:47:13.329973] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2658 tests
[2025-10-14T22:47:13.330013] [INFO ] [CONFIGURE ] AEO: Testing feature 11/29: add_obv_daily
[2025-10-14T22:47:13.330048] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T22:47:13.467231] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:13.594586] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:13.724881] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:13.859184] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:13.989164] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:14.122380] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:14.254785] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:14.383327] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:14.510017] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:14.637007] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:14.637173] [INFO ] [CONFIGURE ] AEO: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:47:14.637219] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2657 tests
[2025-10-14T22:47:14.637253] [INFO ] [CONFIGURE ] AEO: Testing feature 12/29: add_obv_interval
[2025-10-14T22:47:14.637284] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T22:47:14.758997] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:14.882245] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:15.005484] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:15.130010] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:15.277263] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:15.401075] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:15.525149] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:15.650708] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:15.781847] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:15.907531] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:15.907701] [INFO ] [CONFIGURE ] AEO: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T22:47:15.907761] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2656 tests
[2025-10-14T22:47:15.907798] [INFO ] [CONFIGURE ] AEO: Testing feature 13/29: add_opening_strength
[2025-10-14T22:47:15.907830] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:47:16.038722] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:16.169369] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:16.300488] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:16.432213] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:16.561572] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:16.693180] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:16.825261] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:47:16.958547] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:17.093594] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:17.231381] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:17.231538] [INFO ] [CONFIGURE ] AEO: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:47:17.231592] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2655 tests
[2025-10-14T22:47:17.231627] [INFO ] [CONFIGURE ] AEO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:47:17.231725] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T22:47:17.365200] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:17.500098] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:17.635520] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:17.769766] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:17.906053] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:18.055941] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:18.191697] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:18.329083] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:18.468162] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:18.609011] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:18.609225] [INFO ] [CONFIGURE ] AEO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T22:47:18.609284] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2654 tests
[2025-10-14T22:47:18.609323] [INFO ] [CONFIGURE ] AEO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:47:18.609354] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T22:47:18.724192] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:18.839276] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:18.951796] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:19.065565] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:19.178192] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:19.292443] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:19.407594] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:19.523170] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:19.642091] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:19.759910] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:19.760070] [INFO ] [CONFIGURE ] AEO: KEPT add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T22:47:19.760113] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2653 tests
[2025-10-14T22:47:19.760147] [INFO ] [CONFIGURE ] AEO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:47:19.760178] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-14T22:47:19.886279] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:20.014168] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:20.143566] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:20.275717] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:20.408355] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:20.548087] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:20.681930] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:20.826014] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:20.959011] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:21.092990] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:21.093156] [INFO ] [CONFIGURE ] AEO: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T22:47:21.093203] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2652 tests
[2025-10-14T22:47:21.093238] [INFO ] [CONFIGURE ] AEO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:47:21.093344] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-14T22:47:21.224097] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:21.357551] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:21.489225] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:21.621304] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:21.755813] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:21.910484] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:22.060915] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:22.197346] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:22.331412] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:22.471257] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:22.471430] [INFO ] [CONFIGURE ] AEO: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:47:22.471475] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2651 tests
[2025-10-14T22:47:22.471510] [INFO ] [CONFIGURE ] AEO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:47:22.471543] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-14T22:47:22.595113] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:22.721373] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:22.845431] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:22.971055] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:23.097343] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:23.224497] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:23.350066] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:23.477384] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:23.613279] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:23.739418] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:23.739602] [INFO ] [CONFIGURE ] AEO: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T22:47:23.739673] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2650 tests
[2025-10-14T22:47:23.739730] [INFO ] [CONFIGURE ] AEO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:47:23.739766] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-14T22:47:23.859726] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:23.987253] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:24.114259] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:24.243771] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:24.368195] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:24.499522] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:24.627353] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:24.753970] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:24.883188] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:25.013063] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:25.013227] [INFO ] [CONFIGURE ] AEO: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:47:25.013273] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2649 tests
[2025-10-14T22:47:25.013311] [INFO ] [CONFIGURE ] AEO: Testing feature 20/29: add_price_rejection
[2025-10-14T22:47:25.013369] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-14T22:47:25.155610] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:25.295062] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:25.434834] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:25.579473] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:25.710751] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:25.848114] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:25.982782] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:26.115477] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:26.248727] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:26.382876] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:26.383017] [INFO ] [CONFIGURE ] AEO: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T22:47:26.383061] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2648 tests
[2025-10-14T22:47:26.383095] [INFO ] [CONFIGURE ] AEO: Testing feature 21/29: add_range_position
[2025-10-14T22:47:26.383126] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_range_position']
[2025-10-14T22:47:26.524364] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:26.692270] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:26.838447] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:26.977325] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:27.121591] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:27.269397] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:27.415397] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:27.571317] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:27.721921] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:27.871810] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:27.871987] [INFO ] [CONFIGURE ] AEO: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:47:27.872053] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.3s/test | Remaining: 2647 tests
[2025-10-14T22:47:27.872112] [INFO ] [CONFIGURE ] AEO: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:47:27.872149] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-14T22:47:28.032176] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:28.189518] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:28.347902] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:28.520805] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:28.686212] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:28.847886] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:29.012092] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:29.175984] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:29.344219] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:29.519463] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:29.519637] [INFO ] [CONFIGURE ] AEO: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:47:29.519725] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2646 tests
[2025-10-14T22:47:29.519766] [INFO ] [CONFIGURE ] AEO: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:47:29.519801] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-14T22:47:29.659394] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:29.801659] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:29.940251] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:30.088793] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:30.229503] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:30.415605] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:30.569321] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:30.720594] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:30.871225] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:31.015502] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:31.015674] [INFO ] [CONFIGURE ] AEO: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:47:31.015738] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2645 tests
[2025-10-14T22:47:31.015775] [INFO ] [CONFIGURE ] AEO: Testing feature 24/29: add_rsi
[2025-10-14T22:47:31.015809] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-14T22:47:31.176465] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:31.338776] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:31.508898] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:31.668497] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:31.833721] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:31.998192] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:32.161214] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:47:32.320258] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:32.480961] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:47:32.648266] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:32.648449] [INFO ] [CONFIGURE ] AEO: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T22:47:32.648513] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2644 tests
[2025-10-14T22:47:32.648551] [INFO ] [CONFIGURE ] AEO: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:47:32.648594] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-14T22:47:32.797211] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:32.931829] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:33.073089] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:33.220182] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:33.364257] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:33.513921] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:33.667055] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:33.813824] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:33.944832] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:34.078933] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:34.079094] [INFO ] [CONFIGURE ] AEO: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:47:34.079139] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2643 tests
[2025-10-14T22:47:34.079174] [INFO ] [CONFIGURE ] AEO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:47:34.079207] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-14T22:47:34.211518] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:34.352015] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:34.489596] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:34.623299] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:34.754203] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:34.901329] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:35.037306] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:35.172893] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:35.306422] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:35.443419] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:35.443579] [INFO ] [CONFIGURE ] AEO: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T22:47:35.443625] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2642 tests
[2025-10-14T22:47:35.443720] [INFO ] [CONFIGURE ] AEO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:47:35.443781] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-14T22:47:35.588487] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:35.723182] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:35.860309] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:35.996912] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:36.143357] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:36.287486] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:47:36.463738] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:36.605478] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:36.756912] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:36.902994] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:36.903177] [INFO ] [CONFIGURE ] AEO: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T22:47:36.903241] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2641 tests
[2025-10-14T22:47:36.903281] [INFO ] [CONFIGURE ] AEO: Testing feature 28/29: add_volume_profile
[2025-10-14T22:47:36.903314] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-14T22:47:37.042870] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:37.174505] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:37.312988] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:37.446008] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:37.581904] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:37.708920] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:37.838506] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:37.972991] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:38.104138] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:38.235754] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:38.235907] [INFO ] [CONFIGURE ] AEO: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:47:38.235970] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2640 tests
[2025-10-14T22:47:38.236030] [INFO ] [CONFIGURE ] AEO: Testing feature 29/29: add_vwap
[2025-10-14T22:47:38.236066] [INFO ] [CONFIGURE ] AEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_vwap']
[2025-10-14T22:47:38.370448] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:38.508562] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:47:38.665400] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:38.804370] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:47:38.941553] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:39.076697] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:47:39.209667] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:39.341984] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:39.511191] [DEBUG] [FORECASTER] AEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:47:39.653278] [DEBUG] [FORECASTER] AEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:47:39.653481] [INFO ] [CONFIGURE ] AEO: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T22:47:39.653546] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2639 tests
[2025-10-14T22:47:39.653587] [INFO ] [CONFIGURE ] AEO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:47:39.653619] [INFO ] [CONFIGURE ] AEO: Best accuracy: 60.00%
[2025-10-14T22:47:39.653686] [INFO ] [CONFIGURE ] AEO: Best feature set (2 features): ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T22:47:39.653737] [INFO ] [CONFIGURE ] AEO: Improvement over baseline: 20.00%
[2025-10-14T22:47:39.653770] [INFO ] [CONFIGURE ] AEO: Total time: 40.4 seconds
[2025-10-14T22:47:39.653801] [INFO ] [CONFIGURE ] AEO: Average time per feature: 1.4 seconds
[2025-10-14T22:47:39.653831] [INFO ] [CONFIGURE ] AEO: Average speed: 0.72 features/sec
[2025-10-14T22:47:39.654393] [INFO ] [LOCAL     ] Saved configuration for AEO: 2 features, 60.00% accuracy -> ./output/feature-sets/AEO.json
[2025-10-14T22:47:39.654449] [INFO ] [CONFIGURE ] AEO: Configuration saved successfully: 2 features, 60.00% accuracy.
[2025-10-14T22:47:39.654526] [INFO ] [sig       ] [5/96] Successfully configured AEO | 0.03 sym/s | Total: 3.3m | ETA: 59.8m
[2025-10-14T22:47:39.654595] [INFO ] [sig       ] [6/96] Configuring AFG...
[2025-10-14T22:47:39.654636] [INFO ] [CONFIGURE ] AFG: Configurate test run.
[2025-10-14T22:47:39.654711] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFG' from 'https://tdm.silogroup.org/data/derivative_storage/AFG.csv'.
[2025-10-14T22:47:39.669639] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFG'.
[2025-10-14T22:47:39.669994] [INFO ] [CONFIGURE ] AFG: Testing with 29 available features
[2025-10-14T22:47:39.670050] [INFO ] [CONFIGURE ] AFG: Establishing baseline with no features...
[2025-10-14T22:47:39.769119] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:39.868808] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:39.967738] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:40.067428] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:40.166364] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:40.273236] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:40.377703] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:40.484883] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:40.590414] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:40.696054] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:40.696211] [INFO ] [CONFIGURE ] AFG: Baseline score (no features): 40.00%
[2025-10-14T22:47:40.696262] [INFO ] [CONFIGURE ] AFG: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:47:40.696330] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:47:40.810873] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:40.924841] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:41.039468] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:41.153690] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:41.273889] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:41.390019] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:41.506026] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:41.623957] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:41.742601] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:41.869041] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:41.869198] [INFO ] [CONFIGURE ] AFG: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T22:47:41.869241] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2638 tests
[2025-10-14T22:47:41.869275] [INFO ] [CONFIGURE ] AFG: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:47:41.869308] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:47:42.000865] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:42.131883] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:42.263932] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:42.399199] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:42.560500] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:42.693738] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:42.824579] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:42.956342] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:43.088807] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:43.224096] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:43.224266] [INFO ] [CONFIGURE ] AFG: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T22:47:43.224310] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2637 tests
[2025-10-14T22:47:43.224345] [INFO ] [CONFIGURE ] AFG: Testing feature 3/29: add_daily_returns
[2025-10-14T22:47:43.224376] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:47:43.358764] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:43.494846] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:43.632987] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:43.774421] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:43.921262] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:44.063258] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:44.205382] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:44.370069] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:44.515550] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:44.657572] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:44.657746] [INFO ] [CONFIGURE ] AFG: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T22:47:44.657800] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.3s/test | Remaining: 2636 tests
[2025-10-14T22:47:44.657836] [INFO ] [CONFIGURE ] AFG: Testing feature 4/29: add_ema
[2025-10-14T22:47:44.657883] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T22:47:44.807841] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:44.960410] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:45.120229] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:45.283235] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:47:45.442360] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:45.603535] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:45.758980] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:45.920465] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:46.085715] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:46.247664] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:46.247846] [INFO ] [CONFIGURE ] AFG: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:47:46.247922] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.3s/test | Remaining: 2635 tests
[2025-10-14T22:47:46.247973] [INFO ] [CONFIGURE ] AFG: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:47:46.248008] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:47:46.411108] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:46.573135] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:46.739058] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:46.902454] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:47.068828] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:47.228114] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:47.386235] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:47.545320] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:47.714091] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:47.875289] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:47.875495] [INFO ] [CONFIGURE ] AFG: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:47:47.875544] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2634 tests
[2025-10-14T22:47:47.875580] [INFO ] [CONFIGURE ] AFG: Testing feature 6/29: add_failed_moves
[2025-10-14T22:47:47.875611] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T22:47:48.013835] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:48.151031] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:48.290782] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:48.429709] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:48.595745] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:48.735599] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:48.877942] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:49.020129] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:49.161023] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:49.303930] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:49.304063] [INFO ] [CONFIGURE ] AFG: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:47:49.304107] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2633 tests
[2025-10-14T22:47:49.304141] [INFO ] [CONFIGURE ] AFG: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:47:49.304174] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T22:47:49.439409] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:49.571220] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:49.705065] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:49.838834] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:49.974227] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:50.111571] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:50.246848] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:50.382175] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:50.519993] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:50.668949] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:50.669095] [INFO ] [CONFIGURE ] AFG: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:47:50.669139] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.3s/test | Remaining: 2632 tests
[2025-10-14T22:47:50.669174] [INFO ] [CONFIGURE ] AFG: Testing feature 8/29: add_macd
[2025-10-14T22:47:50.669206] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T22:47:50.838224] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:51.007781] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:51.180536] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:51.353331] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:47:51.528592] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:51.705346] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:51.879468] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:52.053169] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:52.227738] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:52.404891] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:52.405059] [INFO ] [CONFIGURE ] AFG: DISCARDED add_macd (score: 20.00%)
[2025-10-14T22:47:52.405104] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2631 tests
[2025-10-14T22:47:52.405138] [INFO ] [CONFIGURE ] AFG: Testing feature 9/29: add_mfi
[2025-10-14T22:47:52.405169] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-14T22:47:52.554290] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:52.701939] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:52.851669] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:53.000227] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:53.150749] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:53.305838] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:53.457353] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:53.608929] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:47:53.762919] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:53.920915] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:53.921119] [INFO ] [CONFIGURE ] AFG: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:47:53.921168] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2630 tests
[2025-10-14T22:47:53.921207] [INFO ] [CONFIGURE ] AFG: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:47:53.921242] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:47:54.088376] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:54.252375] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:54.417855] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:54.603440] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:47:54.797018] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:54.965584] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:55.134981] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:55.305922] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:55.481965] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:55.661846] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:55.662049] [INFO ] [CONFIGURE ] AFG: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:47:55.662106] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2629 tests
[2025-10-14T22:47:55.662145] [INFO ] [CONFIGURE ] AFG: Testing feature 11/29: add_obv_daily
[2025-10-14T22:47:55.662180] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-14T22:47:55.807379] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:47:55.951368] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:56.098244] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:56.246101] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:56.390922] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:56.537674] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:56.684961] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:56.837945] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:56.990225] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:57.142957] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:57.143117] [INFO ] [CONFIGURE ] AFG: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:47:57.143163] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2628 tests
[2025-10-14T22:47:57.143199] [INFO ] [CONFIGURE ] AFG: Testing feature 12/29: add_obv_interval
[2025-10-14T22:47:57.143231] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-14T22:47:57.288447] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:57.440427] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:57.592597] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:47:57.737666] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:57.893502] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:47:58.041776] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:58.190820] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:58.334769] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:47:58.480984] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:47:58.626584] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:47:58.626771] [INFO ] [CONFIGURE ] AFG: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:47:58.626825] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.3s/test | Remaining: 2627 tests
[2025-10-14T22:47:58.626862] [INFO ] [CONFIGURE ] AFG: Testing feature 13/29: add_opening_strength
[2025-10-14T22:47:58.626895] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:47:58.781154] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:47:58.934941] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:47:59.089619] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:47:59.240621] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:47:59.392665] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:47:59.545412] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:47:59.699507] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:47:59.852113] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:00.005938] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:00.160435] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:00.160588] [INFO ] [CONFIGURE ] AFG: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T22:48:00.160682] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.3s/test | Remaining: 2626 tests
[2025-10-14T22:48:00.160737] [INFO ] [CONFIGURE ] AFG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:48:00.160772] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T22:48:00.316981] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:00.474313] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:00.644706] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:00.811356] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:00.965382] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:01.128409] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:01.294850] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:01.463769] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:48:01.627355] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:01.801808] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:01.802077] [INFO ] [CONFIGURE ] AFG: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T22:48:01.802376] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.3s/test | Remaining: 2625 tests
[2025-10-14T22:48:01.802424] [INFO ] [CONFIGURE ] AFG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:48:01.802459] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T22:48:01.961215] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:02.133866] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:02.297256] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:02.464484] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:02.626669] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:02.784035] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:02.931086] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:03.155717] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:03.303250] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:03.449835] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:03.450004] [INFO ] [CONFIGURE ] AFG: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T22:48:03.450048] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.3s/test | Remaining: 2624 tests
[2025-10-14T22:48:03.450083] [INFO ] [CONFIGURE ] AFG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:48:03.450116] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T22:48:03.598547] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:03.773386] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:03.929062] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:04.101190] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:04.264326] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:04.456588] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:04.653708] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:04.873114] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:05.098376] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:05.259286] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:48:05.259458] [INFO ] [CONFIGURE ] AFG: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T22:48:05.259503] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2623 tests
[2025-10-14T22:48:05.259539] [INFO ] [CONFIGURE ] AFG: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:48:05.259571] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T22:48:05.406591] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:05.555114] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:05.703712] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:05.852076] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:06.004339] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:06.158520] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:06.316685] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:06.464444] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:06.611562] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:06.792943] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:06.793119] [INFO ] [CONFIGURE ] AFG: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T22:48:06.793164] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2622 tests
[2025-10-14T22:48:06.793197] [INFO ] [CONFIGURE ] AFG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:48:06.793229] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T22:48:06.933623] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:07.073410] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:07.209116] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:07.347011] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:07.491722] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:07.634183] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:07.780860] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:07.930018] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:08.074624] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:08.225041] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:08.225354] [INFO ] [CONFIGURE ] AFG: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T22:48:08.225413] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2621 tests
[2025-10-14T22:48:08.225569] [INFO ] [CONFIGURE ] AFG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:48:08.225622] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T22:48:08.365427] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:08.508740] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:08.648424] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:08.794497] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:08.933146] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:09.078598] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:09.218782] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:09.363137] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:48:09.505064] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:09.645301] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:09.645452] [INFO ] [CONFIGURE ] AFG: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:48:09.645497] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2620 tests
[2025-10-14T22:48:09.645533] [INFO ] [CONFIGURE ] AFG: Testing feature 20/29: add_price_rejection
[2025-10-14T22:48:09.645565] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-14T22:48:09.817157] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:09.963368] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:10.111345] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:10.262377] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:10.412085] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:10.570149] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:10.722768] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:10.877097] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:11.033934] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:11.185893] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:48:11.186090] [INFO ] [CONFIGURE ] AFG: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:48:11.186136] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.3s/test | Remaining: 2619 tests
[2025-10-14T22:48:11.186171] [INFO ] [CONFIGURE ] AFG: Testing feature 21/29: add_range_position
[2025-10-14T22:48:11.186203] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-14T22:48:11.344936] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:11.507125] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:11.667419] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:48:11.828153] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:11.984740] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:12.143375] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:12.304948] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:12.461975] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:12.627676] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:12.797079] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:48:12.797224] [INFO ] [CONFIGURE ] AFG: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T22:48:12.797286] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.3s/test | Remaining: 2618 tests
[2025-10-14T22:48:12.797326] [INFO ] [CONFIGURE ] AFG: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:48:12.797359] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T22:48:12.965068] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:13.124714] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:13.284942] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:48:13.447754] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:13.611894] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:13.786034] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:13.960379] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:14.132298] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:48:14.302932] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:14.473936] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:14.474083] [INFO ] [CONFIGURE ] AFG: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T22:48:14.474153] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.3s/test | Remaining: 2617 tests
[2025-10-14T22:48:14.474191] [INFO ] [CONFIGURE ] AFG: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:48:14.474223] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T22:48:14.619205] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:14.764818] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:14.907065] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:48:15.048919] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:15.338143] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:15.491397] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:15.640815] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:15.797481] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:48:15.950297] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:16.099608] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:16.099777] [INFO ] [CONFIGURE ] AFG: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:48:16.099830] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2616 tests
[2025-10-14T22:48:16.099866] [INFO ] [CONFIGURE ] AFG: Testing feature 24/29: add_rsi
[2025-10-14T22:48:16.099899] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T22:48:16.270183] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:16.436510] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:16.600178] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:48:16.775259] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:48:16.951016] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:17.119032] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:17.296832] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:17.463718] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:17.637106] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:17.817923] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:17.818088] [INFO ] [CONFIGURE ] AFG: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T22:48:17.818133] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2615 tests
[2025-10-14T22:48:17.818168] [INFO ] [CONFIGURE ] AFG: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:48:17.818201] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T22:48:17.958806] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:18.102941] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:18.245415] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:18.385996] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:18.527632] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:18.673896] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:18.821836] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:18.965040] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:19.112743] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:19.257466] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:19.257620] [INFO ] [CONFIGURE ] AFG: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T22:48:19.257697] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2614 tests
[2025-10-14T22:48:19.257746] [INFO ] [CONFIGURE ] AFG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:48:19.257781] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T22:48:19.402562] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:19.541704] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:19.681668] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:19.822520] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:19.970263] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:20.112345] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:20.259904] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:20.406428] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:20.559324] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:20.706192] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:20.706373] [INFO ] [CONFIGURE ] AFG: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:48:20.706435] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2613 tests
[2025-10-14T22:48:20.706473] [INFO ] [CONFIGURE ] AFG: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:48:20.706505] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T22:48:20.866873] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:21.024031] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:21.186842] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:21.345281] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:21.501613] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:21.656864] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:21.819419] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:21.977994] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:48:22.138595] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:22.295088] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:22.295258] [INFO ] [CONFIGURE ] AFG: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T22:48:22.295304] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2612 tests
[2025-10-14T22:48:22.295338] [INFO ] [CONFIGURE ] AFG: Testing feature 28/29: add_volume_profile
[2025-10-14T22:48:22.295371] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-14T22:48:22.442610] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:22.585855] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:22.733477] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:22.881977] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:23.036060] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:23.186439] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:23.337171] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:23.492380] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:23.649446] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:23.801010] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:23.801194] [INFO ] [CONFIGURE ] AFG: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:48:23.801258] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2611 tests
[2025-10-14T22:48:23.801297] [INFO ] [CONFIGURE ] AFG: Testing feature 29/29: add_vwap
[2025-10-14T22:48:23.801331] [INFO ] [CONFIGURE ] AFG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-14T22:48:23.952068] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:24.103281] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:24.272370] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:24.426990] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:48:24.578451] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:24.734832] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:24.892233] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:25.042548] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:25.194983] [DEBUG] [FORECASTER] AFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:25.354284] [DEBUG] [FORECASTER] AFG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:25.354433] [INFO ] [CONFIGURE ] AFG: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T22:48:25.354479] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2610 tests
[2025-10-14T22:48:25.354534] [INFO ] [CONFIGURE ] AFG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:48:25.354593] [INFO ] [CONFIGURE ] AFG: Best accuracy: 70.00%
[2025-10-14T22:48:25.354629] [INFO ] [CONFIGURE ] AFG: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:48:25.354705] [INFO ] [CONFIGURE ] AFG: Improvement over baseline: 30.00%
[2025-10-14T22:48:25.354748] [INFO ] [CONFIGURE ] AFG: Total time: 44.7 seconds
[2025-10-14T22:48:25.354779] [INFO ] [CONFIGURE ] AFG: Average time per feature: 1.5 seconds
[2025-10-14T22:48:25.354810] [INFO ] [CONFIGURE ] AFG: Average speed: 0.65 features/sec
[2025-10-14T22:48:25.355324] [INFO ] [LOCAL     ] Saved configuration for AFG: 2 features, 70.00% accuracy -> ./output/feature-sets/AFG.json
[2025-10-14T22:48:25.355380] [INFO ] [CONFIGURE ] AFG: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T22:48:25.355447] [INFO ] [sig       ] [6/96] Successfully configured AFG | 0.02 sym/s | Total: 4.0m | ETA: 1.0h
[2025-10-14T22:48:25.355515] [INFO ] [sig       ] [7/96] Configuring AGO...
[2025-10-14T22:48:25.355555] [INFO ] [CONFIGURE ] AGO: Configurate test run.
[2025-10-14T22:48:25.355586] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGO' from 'https://tdm.silogroup.org/data/derivative_storage/AGO.csv'.
[2025-10-14T22:48:25.368771] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGO'.
[2025-10-14T22:48:25.369125] [INFO ] [CONFIGURE ] AGO: Testing with 29 available features
[2025-10-14T22:48:25.369181] [INFO ] [CONFIGURE ] AGO: Establishing baseline with no features...
[2025-10-14T22:48:25.473529] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:25.578776] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:25.679788] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:25.780320] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:25.890028] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:26.000929] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:26.112633] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:26.217002] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:26.320904] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:26.426670] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:26.426861] [INFO ] [CONFIGURE ] AGO: Baseline score (no features): 30.00%
[2025-10-14T22:48:26.426909] [INFO ] [CONFIGURE ] AGO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:48:26.426947] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:48:26.550249] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:26.674762] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:26.797156] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:26.935206] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:27.068184] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:27.190183] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:27.305505] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:27.421816] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:27.538402] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:27.656979] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:27.657142] [INFO ] [CONFIGURE ] AGO: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T22:48:27.657186] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2609 tests
[2025-10-14T22:48:27.657219] [INFO ] [CONFIGURE ] AGO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:48:27.657249] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:48:27.777496] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:27.899612] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:28.022036] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:28.146127] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:28.272742] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:28.397535] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:28.521854] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:28.646845] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:28.770626] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:28.904859] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:28.905010] [INFO ] [CONFIGURE ] AGO: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-14T22:48:28.905054] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2608 tests
[2025-10-14T22:48:28.905087] [INFO ] [CONFIGURE ] AGO: Testing feature 3/29: add_daily_returns
[2025-10-14T22:48:28.905118] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:48:29.027575] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:29.155419] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:29.296805] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:29.429057] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:29.563010] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:29.695700] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:29.829608] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:29.964073] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:30.106376] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:30.243134] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:30.243292] [INFO ] [CONFIGURE ] AGO: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T22:48:30.243336] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2607 tests
[2025-10-14T22:48:30.243370] [INFO ] [CONFIGURE ] AGO: Testing feature 4/29: add_ema
[2025-10-14T22:48:30.243401] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T22:48:30.389148] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:30.540032] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:30.694061] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:30.845232] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:31.035579] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:31.190848] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:31.342847] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:31.498882] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:31.651142] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:31.821758] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:31.822160] [INFO ] [CONFIGURE ] AGO: DISCARDED add_ema (score: 40.00%)
[2025-10-14T22:48:31.822213] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2606 tests
[2025-10-14T22:48:31.822251] [INFO ] [CONFIGURE ] AGO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:48:31.822283] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:48:31.991713] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:32.165827] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:32.348401] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:32.508516] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:32.665301] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:32.821044] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:32.975144] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:33.136331] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:33.300279] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:33.470072] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:33.470258] [INFO ] [CONFIGURE ] AGO: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T22:48:33.470306] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2605 tests
[2025-10-14T22:48:33.470373] [INFO ] [CONFIGURE ] AGO: Testing feature 6/29: add_failed_moves
[2025-10-14T22:48:33.470426] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T22:48:33.610730] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:33.748163] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:33.889891] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:34.079799] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:34.230546] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:34.382622] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:34.525519] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:34.667945] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:34.808464] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:34.947943] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:34.948130] [INFO ] [CONFIGURE ] AGO: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-14T22:48:34.948193] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2604 tests
[2025-10-14T22:48:34.948233] [INFO ] [CONFIGURE ] AGO: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:48:34.948267] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T22:48:35.073211] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:35.205259] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:35.335198] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:35.470587] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:35.599966] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:35.726175] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:35.851037] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:35.978072] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:36.103755] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:36.232269] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:36.232423] [INFO ] [CONFIGURE ] AGO: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T22:48:36.232467] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2603 tests
[2025-10-14T22:48:36.232501] [INFO ] [CONFIGURE ] AGO: Testing feature 8/29: add_macd
[2025-10-14T22:48:36.232533] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T22:48:36.396839] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:36.564945] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:36.732088] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:36.895425] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:37.071806] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:37.238140] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:37.431536] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:37.598762] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:37.765088] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:37.942168] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:37.942425] [INFO ] [CONFIGURE ] AGO: DISCARDED add_macd (score: 30.00%)
[2025-10-14T22:48:37.942486] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2602 tests
[2025-10-14T22:48:37.942524] [INFO ] [CONFIGURE ] AGO: Testing feature 9/29: add_mfi
[2025-10-14T22:48:37.942555] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T22:48:38.082281] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:38.222614] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:38.364248] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:38.507982] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:38.653586] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:38.803940] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:38.948495] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:39.096470] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:39.241238] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:39.384265] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:39.384438] [INFO ] [CONFIGURE ] AGO: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T22:48:39.384483] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2601 tests
[2025-10-14T22:48:39.384518] [INFO ] [CONFIGURE ] AGO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:48:39.384550] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:48:39.537071] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:39.692684] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:39.847023] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:40.003570] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:40.158624] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:40.328997] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:40.500449] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:40.660505] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:40.822179] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:40.981976] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:40.982154] [INFO ] [CONFIGURE ] AGO: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:48:40.982199] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2600 tests
[2025-10-14T22:48:40.982233] [INFO ] [CONFIGURE ] AGO: Testing feature 11/29: add_obv_daily
[2025-10-14T22:48:40.982265] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T22:48:41.111501] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:41.244885] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:48:41.379024] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:48:41.521026] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:41.660114] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:41.799108] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:41.938289] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:42.079490] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:42.215069] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:42.351565] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:42.351742] [INFO ] [CONFIGURE ] AGO: DISCARDED add_obv_daily (score: 20.00%)
[2025-10-14T22:48:42.351797] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2599 tests
[2025-10-14T22:48:42.351833] [INFO ] [CONFIGURE ] AGO: Testing feature 12/29: add_obv_interval
[2025-10-14T22:48:42.351864] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T22:48:42.477279] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:42.602368] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:42.732618] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:42.867386] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:42.999930] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:43.131431] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:43.263378] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:43.397638] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:43.532417] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:43.666386] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:43.666543] [INFO ] [CONFIGURE ] AGO: DISCARDED add_obv_interval (score: 20.00%)
[2025-10-14T22:48:43.666588] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2598 tests
[2025-10-14T22:48:43.666709] [INFO ] [CONFIGURE ] AGO: Testing feature 13/29: add_opening_strength
[2025-10-14T22:48:43.666750] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:48:43.810057] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:43.953733] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:44.094241] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:44.235583] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:44.379344] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:44.522764] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:44.668153] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:44.808515] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:44.951566] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:45.102038] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:45.102211] [INFO ] [CONFIGURE ] AGO: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:48:45.102262] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2597 tests
[2025-10-14T22:48:45.102316] [INFO ] [CONFIGURE ] AGO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:48:45.102349] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T22:48:45.241711] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:45.382125] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:45.522853] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:45.674878] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:45.824353] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:45.974457] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:46.122788] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:46.274592] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:46.425310] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:46.574709] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:46.574870] [INFO ] [CONFIGURE ] AGO: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:48:46.574915] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2596 tests
[2025-10-14T22:48:46.574949] [INFO ] [CONFIGURE ] AGO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:48:46.574981] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T22:48:46.707356] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:46.845863] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:46.982856] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:47.121703] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:47.257541] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:47.390107] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:47.525968] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:47.655344] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:47.786053] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:47.928314] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:47.928501] [INFO ] [CONFIGURE ] AGO: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T22:48:47.928548] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2595 tests
[2025-10-14T22:48:47.928584] [INFO ] [CONFIGURE ] AGO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:48:47.928619] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T22:48:48.077717] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:48.220060] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:48.360363] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:48.507812] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:48.656381] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:48.796945] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:48.936428] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:49.083508] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:49.227423] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:49.373339] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:49.373506] [INFO ] [CONFIGURE ] AGO: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-14T22:48:49.373550] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2594 tests
[2025-10-14T22:48:49.373583] [INFO ] [CONFIGURE ] AGO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:48:49.373614] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T22:48:49.507184] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:48:49.642258] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:49.783789] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:49.925949] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:50.076413] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:50.219004] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:50.363542] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:50.506782] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:50.648047] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:50.811273] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:50.811499] [INFO ] [CONFIGURE ] AGO: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:48:50.811572] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2593 tests
[2025-10-14T22:48:50.811615] [INFO ] [CONFIGURE ] AGO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:48:50.811680] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T22:48:50.954787] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:51.090861] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:51.225375] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:51.361812] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:51.507089] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:51.646593] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:51.786134] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:51.925518] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:52.063985] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:52.202824] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:52.202988] [INFO ] [CONFIGURE ] AGO: KEPT add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T22:48:52.203034] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2592 tests
[2025-10-14T22:48:52.203070] [INFO ] [CONFIGURE ] AGO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:48:52.203103] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_pbf_vs_sma_5']
[2025-10-14T22:48:52.345409] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:52.482483] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:52.616222] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:52.749552] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:52.885205] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:53.024681] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:53.160659] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:53.303489] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:53.446090] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:53.584053] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:53.584223] [INFO ] [CONFIGURE ] AGO: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T22:48:53.584266] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2591 tests
[2025-10-14T22:48:53.584300] [INFO ] [CONFIGURE ] AGO: Testing feature 20/29: add_price_rejection
[2025-10-14T22:48:53.584333] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_price_rejection']
[2025-10-14T22:48:53.727787] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:53.880610] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:54.027257] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:54.172949] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:54.319682] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:54.470920] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:54.617631] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:54.763437] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:54.909347] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:55.047471] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:55.047619] [INFO ] [CONFIGURE ] AGO: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:48:55.047694] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2590 tests
[2025-10-14T22:48:55.047744] [INFO ] [CONFIGURE ] AGO: Testing feature 21/29: add_range_position
[2025-10-14T22:48:55.047778] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_range_position']
[2025-10-14T22:48:55.189774] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:55.338029] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:55.493623] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:55.646712] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:55.801692] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:55.961721] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:56.123571] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:56.274678] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:56.422924] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:56.581372] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:56.581579] [INFO ] [CONFIGURE ] AGO: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T22:48:56.581663] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2589 tests
[2025-10-14T22:48:56.581724] [INFO ] [CONFIGURE ] AGO: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:48:56.581763] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_realized_volatility']
[2025-10-14T22:48:56.753799] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:56.931263] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:57.128167] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:57.346042] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:48:57.591820] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:48:57.767228] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:48:57.935196] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:58.117511] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:58.284188] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:58.450699] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:58.450854] [INFO ] [CONFIGURE ] AGO: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-14T22:48:58.450898] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2588 tests
[2025-10-14T22:48:58.450933] [INFO ] [CONFIGURE ] AGO: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:48:58.450964] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_recent_range_context']
[2025-10-14T22:48:58.582142] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:48:58.714768] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:48:58.848199] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:48:58.982482] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:48:59.117486] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:48:59.253270] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:48:59.388267] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:48:59.530412] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:48:59.674748] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:48:59.819357] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:48:59.819519] [INFO ] [CONFIGURE ] AGO: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T22:48:59.819564] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2587 tests
[2025-10-14T22:48:59.819598] [INFO ] [CONFIGURE ] AGO: Testing feature 24/29: add_rsi
[2025-10-14T22:48:59.819630] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_ema', 'add_rsi']
[2025-10-14T22:48:59.978949] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:00.139241] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:00.302763] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:00.469498] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:49:00.640093] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:00.800018] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:00.954879] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:01.121478] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:01.285194] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:01.446110] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:01.446259] [INFO ] [CONFIGURE ] AGO: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T22:49:01.446303] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2586 tests
[2025-10-14T22:49:01.446339] [INFO ] [CONFIGURE ] AGO: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:49:01.446373] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_tick_distribution']
[2025-10-14T22:49:01.579004] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:01.712485] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:01.851045] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:01.983142] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:49:02.115533] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:02.249977] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:02.383957] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:02.523897] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:02.694496] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:02.841188] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:02.841367] [INFO ] [CONFIGURE ] AGO: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:49:02.841439] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2585 tests
[2025-10-14T22:49:02.841487] [INFO ] [CONFIGURE ] AGO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:49:02.841527] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_volume_momentum_confirmation']
[2025-10-14T22:49:02.976697] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:03.110754] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:03.248263] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:03.390276] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:49:03.527941] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:49:03.668966] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:03.807367] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:03.947788] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:04.093019] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:04.248824] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:04.249000] [INFO ] [CONFIGURE ] AGO: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T22:49:04.249046] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2584 tests
[2025-10-14T22:49:04.249082] [INFO ] [CONFIGURE ] AGO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:49:04.249114] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_volume_price_divergence']
[2025-10-14T22:49:04.399201] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:04.553829] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:04.847399] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:04.993774] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:49:05.143615] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:49:05.297083] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:05.445501] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:05.593386] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:05.740006] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:05.890335] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:05.890538] [INFO ] [CONFIGURE ] AGO: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:49:05.890590] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2583 tests
[2025-10-14T22:49:05.890625] [INFO ] [CONFIGURE ] AGO: Testing feature 28/29: add_volume_profile
[2025-10-14T22:49:05.890690] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_volume_profile']
[2025-10-14T22:49:06.030138] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:06.170525] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:06.309254] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:06.448841] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:49:06.589714] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:06.726526] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:06.871875] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:07.017785] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:07.167761] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:07.306194] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:07.306343] [INFO ] [CONFIGURE ] AGO: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T22:49:07.306387] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2582 tests
[2025-10-14T22:49:07.306422] [INFO ] [CONFIGURE ] AGO: Testing feature 29/29: add_vwap
[2025-10-14T22:49:07.306453] [INFO ] [CONFIGURE ] AGO: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d', 'add_vwap']
[2025-10-14T22:49:07.443427] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:07.583475] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:49:07.748932] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:07.885078] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:49:08.022820] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:08.159804] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:49:08.301403] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:08.438843] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:08.590767] [DEBUG] [FORECASTER] AGO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:49:08.741964] [DEBUG] [FORECASTER] AGO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:08.742149] [INFO ] [CONFIGURE ] AGO: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:49:08.742196] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2581 tests
[2025-10-14T22:49:08.742234] [INFO ] [CONFIGURE ] AGO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:49:08.742265] [INFO ] [CONFIGURE ] AGO: Best accuracy: 50.00%
[2025-10-14T22:49:08.742297] [INFO ] [CONFIGURE ] AGO: Best feature set (2 features): ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T22:49:08.742327] [INFO ] [CONFIGURE ] AGO: Improvement over baseline: 20.00%
[2025-10-14T22:49:08.742355] [INFO ] [CONFIGURE ] AGO: Total time: 42.3 seconds
[2025-10-14T22:49:08.742383] [INFO ] [CONFIGURE ] AGO: Average time per feature: 1.5 seconds
[2025-10-14T22:49:08.742412] [INFO ] [CONFIGURE ] AGO: Average speed: 0.69 features/sec
[2025-10-14T22:49:08.742884] [INFO ] [LOCAL     ] Saved configuration for AGO: 2 features, 50.00% accuracy -> ./output/feature-sets/AGO.json
[2025-10-14T22:49:08.742957] [INFO ] [CONFIGURE ] AGO: Configuration saved successfully: 2 features, 50.00% accuracy.
[2025-10-14T22:49:08.743048] [INFO ] [sig       ] [7/96] Successfully configured AGO | 0.02 sym/s | Total: 4.8m | ETA: 1.0h
[2025-10-14T22:49:08.743118] [INFO ] [sig       ] [8/96] Configuring ALB...
[2025-10-14T22:49:08.743158] [INFO ] [CONFIGURE ] ALB: Configurate test run.
[2025-10-14T22:49:08.743191] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALB' from 'https://tdm.silogroup.org/data/derivative_storage/ALB.csv'.
[2025-10-14T22:49:08.755602] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALB'.
[2025-10-14T22:49:08.755960] [INFO ] [CONFIGURE ] ALB: Testing with 29 available features
[2025-10-14T22:49:08.756016] [INFO ] [CONFIGURE ] ALB: Establishing baseline with no features...
[2025-10-14T22:49:08.858856] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:08.962826] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:09.086237] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:09.208859] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:09.310387] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:09.411087] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:09.511105] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:09.612234] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:09.717481] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:09.818681] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:09.818829] [INFO ] [CONFIGURE ] ALB: Baseline score (no features): 30.00%
[2025-10-14T22:49:09.818878] [INFO ] [CONFIGURE ] ALB: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:49:09.818931] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:49:09.930062] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:10.043581] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:10.166201] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:10.279144] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:10.395538] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:10.510908] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:10.624921] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:10.764802] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:10.878190] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:10.992366] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:10.992497] [INFO ] [CONFIGURE ] ALB: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-14T22:49:10.992540] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2580 tests
[2025-10-14T22:49:10.992573] [INFO ] [CONFIGURE ] ALB: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:49:10.992603] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:49:11.121374] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:11.251345] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:11.382406] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:11.521507] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:11.665255] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:11.820935] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:11.962140] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:12.102768] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:12.242881] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:12.383871] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:12.384019] [INFO ] [CONFIGURE ] ALB: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T22:49:12.384063] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2579 tests
[2025-10-14T22:49:12.384097] [INFO ] [CONFIGURE ] ALB: Testing feature 3/29: add_daily_returns
[2025-10-14T22:49:12.384127] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T22:49:12.508234] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:12.633958] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:12.760347] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:12.885608] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:13.011597] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:13.139095] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:13.271241] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:13.398585] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:13.527143] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:13.653250] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:13.653398] [INFO ] [CONFIGURE ] ALB: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T22:49:13.653441] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2578 tests
[2025-10-14T22:49:13.653477] [INFO ] [CONFIGURE ] ALB: Testing feature 4/29: add_ema
[2025-10-14T22:49:13.653509] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T22:49:13.819601] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:13.958004] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:14.120937] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:14.268588] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:14.425265] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:14.573758] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:14.718933] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:14.861903] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:15.005110] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:15.150828] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:15.150986] [INFO ] [CONFIGURE ] ALB: KEPT add_ema (score: 50.00%)
[2025-10-14T22:49:15.151030] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2577 tests
[2025-10-14T22:49:15.151065] [INFO ] [CONFIGURE ] ALB: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:49:15.151097] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:49:15.317493] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:15.490592] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:15.657231] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:15.824831] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:15.995484] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:16.174951] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:16.343249] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:16.536950] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:16.711021] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:16.885721] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:16.885921] [INFO ] [CONFIGURE ] ALB: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-14T22:49:16.885969] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2576 tests
[2025-10-14T22:49:16.886005] [INFO ] [CONFIGURE ] ALB: Testing feature 6/29: add_failed_moves
[2025-10-14T22:49:16.886038] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T22:49:17.072523] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:17.246988] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:17.421460] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:17.602962] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:17.781880] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:17.962510] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:18.157433] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:18.336471] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:18.521068] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:18.703140] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:18.703323] [INFO ] [CONFIGURE ] ALB: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:49:18.703368] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2575 tests
[2025-10-14T22:49:18.703406] [INFO ] [CONFIGURE ] ALB: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:49:18.703439] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T22:49:18.869274] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:19.036086] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:19.210155] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:19.386167] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:19.565615] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:19.739976] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:19.910355] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:20.080746] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:20.259837] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:20.429529] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:20.429708] [INFO ] [CONFIGURE ] ALB: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T22:49:20.429766] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2574 tests
[2025-10-14T22:49:20.429812] [INFO ] [CONFIGURE ] ALB: Testing feature 8/29: add_macd
[2025-10-14T22:49:20.429852] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T22:49:20.615020] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:20.798913] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:20.984586] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:21.171281] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:21.397840] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:21.590209] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:21.782253] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:21.981537] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:22.178233] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:22.373415] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:22.373624] [INFO ] [CONFIGURE ] ALB: DISCARDED add_macd (score: 50.00%)
[2025-10-14T22:49:22.373709] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2573 tests
[2025-10-14T22:49:22.373754] [INFO ] [CONFIGURE ] ALB: Testing feature 9/29: add_mfi
[2025-10-14T22:49:22.373787] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T22:49:22.553007] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:22.739404] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:22.931451] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:23.113939] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:23.297580] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:23.487792] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:23.663418] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:23.865153] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:24.062240] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:24.280306] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:24.280509] [INFO ] [CONFIGURE ] ALB: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:49:24.280557] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2572 tests
[2025-10-14T22:49:24.280594] [INFO ] [CONFIGURE ] ALB: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:49:24.280628] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:49:24.499366] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:24.708078] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:24.905963] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:25.099462] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:25.295109] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:25.489820] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:49:25.684718] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:25.883091] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:26.080748] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:26.286153] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:26.286929] [INFO ] [CONFIGURE ] ALB: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T22:49:26.287008] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.4s/test | Remaining: 2571 tests
[2025-10-14T22:49:26.287055] [INFO ] [CONFIGURE ] ALB: Testing feature 11/29: add_obv_daily
[2025-10-14T22:49:26.287090] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T22:49:26.460012] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:26.629733] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:26.802323] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:26.979397] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:27.152381] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:27.329998] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:27.509551] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:27.687881] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:27.862710] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:28.040456] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:28.040618] [INFO ] [CONFIGURE ] ALB: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T22:49:28.040694] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2570 tests
[2025-10-14T22:49:28.040743] [INFO ] [CONFIGURE ] ALB: Testing feature 12/29: add_obv_interval
[2025-10-14T22:49:28.040776] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T22:49:28.214273] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:28.383724] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:28.548189] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:28.717795] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:28.887075] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:29.057431] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:29.230596] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:29.410738] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:29.587790] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:29.757429] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:29.757586] [INFO ] [CONFIGURE ] ALB: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:49:29.757629] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2569 tests
[2025-10-14T22:49:29.757700] [INFO ] [CONFIGURE ] ALB: Testing feature 13/29: add_opening_strength
[2025-10-14T22:49:29.757745] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:49:29.934544] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:30.113289] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:30.303905] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:30.483489] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:30.664579] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:30.854756] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:31.039733] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:31.223062] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:31.407389] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:31.603505] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:31.603705] [INFO ] [CONFIGURE ] ALB: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:49:31.603765] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.4s/test | Remaining: 2568 tests
[2025-10-14T22:49:31.603802] [INFO ] [CONFIGURE ] ALB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:49:31.603834] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T22:49:31.796273] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:32.012443] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:32.195682] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:32.383060] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:32.568357] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:32.749031] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:32.937842] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:33.132257] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:33.318885] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:33.499230] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:33.499396] [INFO ] [CONFIGURE ] ALB: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:49:33.499440] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.4s/test | Remaining: 2567 tests
[2025-10-14T22:49:33.499473] [INFO ] [CONFIGURE ] ALB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:49:33.499505] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T22:49:33.661190] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:33.824267] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:33.988730] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:34.158540] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:34.350888] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:34.519589] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:34.692050] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:34.862919] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:35.050758] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:35.233963] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:35.234143] [INFO ] [CONFIGURE ] ALB: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:49:35.234188] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.4s/test | Remaining: 2566 tests
[2025-10-14T22:49:35.234223] [INFO ] [CONFIGURE ] ALB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:49:35.234255] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T22:49:35.404865] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:35.579232] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:35.756491] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:35.929410] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:36.101823] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:36.269279] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:36.436786] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:36.621216] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:36.790415] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:36.960139] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:36.960321] [INFO ] [CONFIGURE ] ALB: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:49:36.960367] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2565 tests
[2025-10-14T22:49:36.960401] [INFO ] [CONFIGURE ] ALB: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:49:36.960433] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T22:49:37.132519] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:37.303271] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:37.470295] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:37.638042] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:37.807622] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:37.984731] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:38.159634] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:38.334800] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:38.511230] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:38.687893] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:38.688095] [INFO ] [CONFIGURE ] ALB: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:49:38.688158] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2564 tests
[2025-10-14T22:49:38.688196] [INFO ] [CONFIGURE ] ALB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:49:38.688229] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T22:49:38.874392] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:39.042556] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:39.217858] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:39.392248] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:39.568046] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:39.737022] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:39.908284] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:40.078885] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:40.251499] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:40.421814] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:40.422007] [INFO ] [CONFIGURE ] ALB: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T22:49:40.422053] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2563 tests
[2025-10-14T22:49:40.422089] [INFO ] [CONFIGURE ] ALB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:49:40.422122] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T22:49:40.589424] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:40.752405] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:40.926025] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:41.103596] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:41.265016] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:41.424462] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:41.583260] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:41.744380] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:41.909734] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:42.070950] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:42.071116] [INFO ] [CONFIGURE ] ALB: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T22:49:42.071160] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.4s/test | Remaining: 2562 tests
[2025-10-14T22:49:42.071193] [INFO ] [CONFIGURE ] ALB: Testing feature 20/29: add_price_rejection
[2025-10-14T22:49:42.071225] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T22:49:42.239630] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:42.413260] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:42.585466] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:42.774496] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:42.954663] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:43.133335] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:43.315139] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:43.503761] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:43.707745] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:49:43.907124] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:43.907303] [INFO ] [CONFIGURE ] ALB: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:49:43.907349] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.4s/test | Remaining: 2561 tests
[2025-10-14T22:49:43.907385] [INFO ] [CONFIGURE ] ALB: Testing feature 21/29: add_range_position
[2025-10-14T22:49:43.907418] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T22:49:44.136476] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:44.354031] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:44.561803] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:44.760458] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:49:44.949421] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:49:45.144072] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:45.334198] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:45.516322] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:45.701834] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:45.882985] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:45.883148] [INFO ] [CONFIGURE ] ALB: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T22:49:45.883194] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2560 tests
[2025-10-14T22:49:45.883229] [INFO ] [CONFIGURE ] ALB: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:49:45.883263] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T22:49:46.092462] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:46.310198] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:46.523510] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:46.736051] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:46.940669] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:47.169427] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:47.372245] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:47.581070] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:47.803037] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:48.013011] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:48.013207] [INFO ] [CONFIGURE ] ALB: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T22:49:48.013272] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2559 tests
[2025-10-14T22:49:48.013314] [INFO ] [CONFIGURE ] ALB: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:49:48.013350] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T22:49:48.181796] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:48.352292] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:48.525303] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:48.694266] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:48.863562] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:49.033127] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:49.203000] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:49.377537] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:49.552371] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:49.731563] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:49.731766] [INFO ] [CONFIGURE ] ALB: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:49:49.731819] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2558 tests
[2025-10-14T22:49:49.731854] [INFO ] [CONFIGURE ] ALB: Testing feature 24/29: add_rsi
[2025-10-14T22:49:49.731886] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-14T22:49:49.901898] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:50.074119] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:50.242095] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:50.410824] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:50.586446] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:50.767034] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:50.968239] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:51.143001] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:51.318595] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:51.496263] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:51.496470] [INFO ] [CONFIGURE ] ALB: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T22:49:51.496533] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2557 tests
[2025-10-14T22:49:51.496628] [INFO ] [CONFIGURE ] ALB: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:49:51.496707] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T22:49:51.672996] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:51.843064] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:52.009192] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:52.180168] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:52.357248] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:52.550186] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:52.726571] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:52.901353] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:53.077759] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:53.252363] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:53.252519] [INFO ] [CONFIGURE ] ALB: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:49:53.252563] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2556 tests
[2025-10-14T22:49:53.252597] [INFO ] [CONFIGURE ] ALB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:49:53.252629] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T22:49:53.427008] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:53.608113] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:53.783818] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:53.955736] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:54.140933] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:54.317366] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:54.500909] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:54.684795] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:54.858716] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:55.033611] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:55.033795] [INFO ] [CONFIGURE ] ALB: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:49:55.033844] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2555 tests
[2025-10-14T22:49:55.033880] [INFO ] [CONFIGURE ] ALB: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:49:55.033911] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T22:49:55.212660] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:49:55.391293] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:55.567711] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:55.749396] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:49:55.928555] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:49:56.107276] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:49:56.287821] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:56.470363] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:49:56.651947] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:56.836364] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:56.836611] [INFO ] [CONFIGURE ] ALB: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:49:56.836696] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2554 tests
[2025-10-14T22:49:56.836747] [INFO ] [CONFIGURE ] ALB: Testing feature 28/29: add_volume_profile
[2025-10-14T22:49:56.836783] [INFO ] [CONFIGURE ] ALB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T22:49:57.003034] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:49:57.172066] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:57.342445] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:49:57.514225] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:49:57.691124] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:57.866271] [DEBUG] [FORECASTER] ALB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:58.039610] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:49:58.215991] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:58.387418] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:58.562459] [DEBUG] [FORECASTER] ALB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:49:58.562707] [INFO ] [CONFIGURE ] ALB: KEPT add_volume_profile (score: 70.00%)
[2025-10-14T22:49:58.562771] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2553 tests
[2025-10-14T22:49:58.562810] [INFO ] [CONFIGURE ] ALB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:49:58.562842] [INFO ] [CONFIGURE ] ALB: Best accuracy: 70.00%
[2025-10-14T22:49:58.562875] [INFO ] [CONFIGURE ] ALB: Best feature set (5 features): ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T22:49:58.562904] [INFO ] [CONFIGURE ] ALB: Improvement over baseline: 40.00%
[2025-10-14T22:49:58.562931] [INFO ] [CONFIGURE ] ALB: Total time: 48.7 seconds
[2025-10-14T22:49:58.562959] [INFO ] [CONFIGURE ] ALB: Average time per feature: 1.7 seconds
[2025-10-14T22:49:58.562986] [INFO ] [CONFIGURE ] ALB: Average speed: 0.59 features/sec
[2025-10-14T22:49:58.563465] [INFO ] [LOCAL     ] Saved configuration for ALB: 5 features, 70.00% accuracy -> ./output/feature-sets/ALB.json
[2025-10-14T22:49:58.563525] [INFO ] [CONFIGURE ] ALB: Configuration saved successfully: 5 features, 70.00% accuracy.
[2025-10-14T22:49:58.563625] [INFO ] [sig       ] [8/96] Successfully configured ALB | 0.02 sym/s | Total: 5.6m | ETA: 1.0h
[2025-10-14T22:49:58.563751] [INFO ] [sig       ] [9/96] Configuring ALC...
[2025-10-14T22:49:58.563790] [INFO ] [CONFIGURE ] ALC: Configurate test run.
[2025-10-14T22:49:58.563821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALC' from 'https://tdm.silogroup.org/data/derivative_storage/ALC.csv'.
[2025-10-14T22:49:58.578067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALC'.
[2025-10-14T22:49:58.578470] [INFO ] [CONFIGURE ] ALC: Testing with 29 available features
[2025-10-14T22:49:58.578526] [INFO ] [CONFIGURE ] ALC: Establishing baseline with no features...
[2025-10-14T22:49:58.688807] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:49:58.793422] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:49:58.898481] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:49:59.002989] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:49:59.106310] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:49:59.239506] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:49:59.343798] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:49:59.458690] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:49:59.582118] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:49:59.702603] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:49:59.702781] [INFO ] [CONFIGURE ] ALC: Baseline score (no features): 70.00%
[2025-10-14T22:49:59.702832] [INFO ] [CONFIGURE ] ALC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:49:59.702866] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:49:59.836173] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:49:59.951059] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:50:00.067884] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:00.186171] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:00.306504] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:00.437414] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:00.566315] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:00.679097] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:00.792733] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:00.907470] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:00.907602] [INFO ] [CONFIGURE ] ALC: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T22:50:00.907667] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2552 tests
[2025-10-14T22:50:00.907726] [INFO ] [CONFIGURE ] ALC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:50:00.907760] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:50:01.023900] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:01.140189] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:01.258916] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:01.379287] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:01.502618] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:01.622117] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:01.747906] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:01.873362] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:01.997306] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:02.122752] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:50:02.122907] [INFO ] [CONFIGURE ] ALC: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T22:50:02.123139] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2551 tests
[2025-10-14T22:50:02.123172] [INFO ] [CONFIGURE ] ALC: Testing feature 3/29: add_daily_returns
[2025-10-14T22:50:02.123204] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_daily_returns']
[2025-10-14T22:50:02.243466] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:02.346316] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:50:02.449333] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:02.552196] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:02.659812] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:02.767369] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:02.879211] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:02.987675] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:03.102134] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:03.213910] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:03.214076] [INFO ] [CONFIGURE ] ALC: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T22:50:03.214120] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2550 tests
[2025-10-14T22:50:03.214154] [INFO ] [CONFIGURE ] ALC: Testing feature 4/29: add_ema
[2025-10-14T22:50:03.214185] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_ema']
[2025-10-14T22:50:03.335940] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:03.458048] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:03.581159] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:03.725129] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:03.852032] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:03.978921] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:04.106461] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:04.236369] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:04.378764] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:04.515056] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:04.515231] [INFO ] [CONFIGURE ] ALC: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:50:04.515276] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2549 tests
[2025-10-14T22:50:04.515310] [INFO ] [CONFIGURE ] ALC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:50:04.515342] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:50:04.649931] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:04.788064] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:04.924734] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:05.066143] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:05.206568] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:05.337739] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:05.479102] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:05.623058] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:05.799768] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:05.986301] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:05.986561] [INFO ] [CONFIGURE ] ALC: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:50:05.986639] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2548 tests
[2025-10-14T22:50:05.986740] [INFO ] [CONFIGURE ] ALC: Testing feature 6/29: add_failed_moves
[2025-10-14T22:50:05.986797] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_failed_moves']
[2025-10-14T22:50:06.134819] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:06.277513] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:06.409635] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:06.566271] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:06.700033] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:06.840779] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:06.955900] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:07.065863] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:07.177195] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:07.288682] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:07.288844] [INFO ] [CONFIGURE ] ALC: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:50:07.288910] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2547 tests
[2025-10-14T22:50:07.288946] [INFO ] [CONFIGURE ] ALC: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:50:07.288978] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_lag_shelf']
[2025-10-14T22:50:07.390461] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:07.492732] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:07.588919] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:07.688751] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:07.792586] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:07.888242] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:07.985549] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:08.087546] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:08.190607] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:08.325845] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:08.325976] [INFO ] [CONFIGURE ] ALC: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T22:50:08.326019] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2546 tests
[2025-10-14T22:50:08.326053] [INFO ] [CONFIGURE ] ALC: Testing feature 8/29: add_macd
[2025-10-14T22:50:08.326085] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:50:08.464498] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:08.604074] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:08.747827] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:08.889406] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:09.033551] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:09.177612] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:09.322942] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:09.493902] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:09.637531] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:09.789325] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:09.789524] [INFO ] [CONFIGURE ] ALC: DISCARDED add_macd (score: 50.00%)
[2025-10-14T22:50:09.789571] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2545 tests
[2025-10-14T22:50:09.789609] [INFO ] [CONFIGURE ] ALC: Testing feature 9/29: add_mfi
[2025-10-14T22:50:09.789662] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_mfi']
[2025-10-14T22:50:09.925543] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:10.053195] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:10.179443] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:10.312353] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:10.435041] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:10.552557] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:10.670810] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:10.788742] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:10.907232] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:11.027092] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:11.027286] [INFO ] [CONFIGURE ] ALC: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T22:50:11.027332] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.4s/test | Remaining: 2544 tests
[2025-10-14T22:50:11.027369] [INFO ] [CONFIGURE ] ALC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:50:11.027402] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:50:11.161282] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:50:11.294828] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:11.431064] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:11.567171] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:11.706309] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:11.844395] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:11.979611] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:12.118760] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:12.255187] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:12.392457] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:12.392631] [INFO ] [CONFIGURE ] ALC: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:50:12.392713] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.4s/test | Remaining: 2543 tests
[2025-10-14T22:50:12.392758] [INFO ] [CONFIGURE ] ALC: Testing feature 11/29: add_obv_daily
[2025-10-14T22:50:12.392797] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_obv_daily']
[2025-10-14T22:50:12.506901] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:12.619394] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:12.735749] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:12.853083] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:12.981984] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:13.109265] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:13.225957] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:13.345453] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:13.463960] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:13.583578] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:50:13.583800] [INFO ] [CONFIGURE ] ALC: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:50:13.583853] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2542 tests
[2025-10-14T22:50:13.583888] [INFO ] [CONFIGURE ] ALC: Testing feature 12/29: add_obv_interval
[2025-10-14T22:50:13.583920] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_obv_interval']
[2025-10-14T22:50:13.697802] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:50:13.813306] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:13.927813] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:14.045067] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:14.162404] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:14.281309] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:14.405565] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:50:14.525124] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:14.642799] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:14.762713] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:14.762883] [INFO ] [CONFIGURE ] ALC: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T22:50:14.762930] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2541 tests
[2025-10-14T22:50:14.762968] [INFO ] [CONFIGURE ] ALC: Testing feature 13/29: add_opening_strength
[2025-10-14T22:50:14.763001] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:50:14.901486] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:15.021881] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:15.143748] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:15.263532] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:15.380356] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:15.504232] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:15.623052] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:15.747145] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:15.876254] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:16.014545] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:16.014753] [INFO ] [CONFIGURE ] ALC: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T22:50:16.014810] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.4s/test | Remaining: 2540 tests
[2025-10-14T22:50:16.014847] [INFO ] [CONFIGURE ] ALC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:50:16.014880] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T22:50:16.139479] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:50:16.264549] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:16.388543] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:16.516458] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:16.652826] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:16.782272] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:16.902815] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:17.022497] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:17.149507] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:17.277790] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:17.278093] [INFO ] [CONFIGURE ] ALC: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:50:17.278219] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.4s/test | Remaining: 2539 tests
[2025-10-14T22:50:17.278263] [INFO ] [CONFIGURE ] ALC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:50:17.278297] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T22:50:17.421672] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:17.526264] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:17.633982] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:17.738059] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:17.842363] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:17.946931] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:18.051943] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:18.158411] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:18.264147] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:18.370225] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:18.370332] [INFO ] [CONFIGURE ] ALC: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T22:50:18.370378] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.4s/test | Remaining: 2538 tests
[2025-10-14T22:50:18.370411] [INFO ] [CONFIGURE ] ALC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:50:18.370441] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T22:50:18.480626] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:18.591485] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:18.709765] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:18.826995] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:18.948515] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:19.063059] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:19.176036] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:19.289830] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:19.403855] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:19.520120] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:19.520253] [INFO ] [CONFIGURE ] ALC: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:50:19.520297] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2537 tests
[2025-10-14T22:50:19.520332] [INFO ] [CONFIGURE ] ALC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:50:19.520361] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_return_2d']
[2025-10-14T22:50:19.634766] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:19.748112] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:19.861393] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:19.976959] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:20.092528] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:20.207779] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:20.338835] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:20.472333] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:20.592826] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:20.709723] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:20.709852] [INFO ] [CONFIGURE ] ALC: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T22:50:20.709895] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2536 tests
[2025-10-14T22:50:20.709929] [INFO ] [CONFIGURE ] ALC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:50:20.709959] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T22:50:20.812807] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:20.915289] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:21.017668] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:21.121145] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:21.224039] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:21.333318] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:21.439835] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:21.544069] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:21.648859] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:21.755272] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:21.755376] [INFO ] [CONFIGURE ] ALC: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:50:21.755419] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.4s/test | Remaining: 2535 tests
[2025-10-14T22:50:21.755453] [INFO ] [CONFIGURE ] ALC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:50:21.755483] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T22:50:21.859566] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:21.963386] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:22.066226] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:22.174807] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:22.278360] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:22.382096] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:22.486639] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:22.592624] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:22.701138] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:22.807129] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:22.807235] [INFO ] [CONFIGURE ] ALC: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:50:22.807281] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2534 tests
[2025-10-14T22:50:22.807317] [INFO ] [CONFIGURE ] ALC: Testing feature 20/29: add_price_rejection
[2025-10-14T22:50:22.807367] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_price_rejection']
[2025-10-14T22:50:22.922464] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:23.037432] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:23.152599] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:23.269568] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:23.386391] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:23.507884] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:23.622255] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:23.742858] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:23.863162] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:23.980824] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:23.981003] [INFO ] [CONFIGURE ] ALC: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T22:50:23.981048] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2533 tests
[2025-10-14T22:50:23.981083] [INFO ] [CONFIGURE ] ALC: Testing feature 21/29: add_range_position
[2025-10-14T22:50:23.981114] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_range_position']
[2025-10-14T22:50:24.103156] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:24.225728] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:24.355004] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:24.483096] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:24.607727] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:24.731430] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:24.854365] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:24.976249] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:25.105191] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:25.229501] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:50:25.229626] [INFO ] [CONFIGURE ] ALC: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:50:25.229709] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2532 tests
[2025-10-14T22:50:25.229755] [INFO ] [CONFIGURE ] ALC: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:50:25.229787] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_realized_volatility']
[2025-10-14T22:50:25.371545] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:25.509972] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:25.646027] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:25.789105] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:25.933241] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:26.076986] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:26.219474] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:26.364120] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:26.538262] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:26.688080] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:26.688344] [INFO ] [CONFIGURE ] ALC: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T22:50:26.688415] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2531 tests
[2025-10-14T22:50:26.688457] [INFO ] [CONFIGURE ] ALC: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:50:26.688491] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_recent_range_context']
[2025-10-14T22:50:26.807729] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:26.932814] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:27.048863] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:27.165503] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:27.289351] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:27.400745] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:27.519814] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:27.636500] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:27.759281] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:27.885126] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:27.885307] [INFO ] [CONFIGURE ] ALC: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:50:27.885353] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2530 tests
[2025-10-14T22:50:27.885392] [INFO ] [CONFIGURE ] ALC: Testing feature 24/29: add_rsi
[2025-10-14T22:50:27.885427] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:50:28.023726] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:28.158740] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:28.300549] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:28.432795] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:28.570622] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:28.703138] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:50:28.836505] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:50:28.971905] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:29.114330] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:29.250530] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:50:29.250720] [INFO ] [CONFIGURE ] ALC: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T22:50:29.250779] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2529 tests
[2025-10-14T22:50:29.250818] [INFO ] [CONFIGURE ] ALC: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:50:29.250851] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_tick_distribution']
[2025-10-14T22:50:29.359430] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:29.470875] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:29.583055] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:29.696179] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:29.808156] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:29.920335] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:30.035130] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:30.168346] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:30.288928] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:30.403753] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:30.403920] [INFO ] [CONFIGURE ] ALC: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T22:50:30.403964] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2528 tests
[2025-10-14T22:50:30.403999] [INFO ] [CONFIGURE ] ALC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:50:30.404030] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T22:50:30.517462] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:30.629185] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:50:30.749783] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:30.864748] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:30.980525] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:31.096835] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:31.213139] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:31.331896] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:31.452519] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:50:31.572049] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:31.572235] [INFO ] [CONFIGURE ] ALC: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T22:50:31.572282] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2527 tests
[2025-10-14T22:50:31.572317] [INFO ] [CONFIGURE ] ALC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:50:31.572349] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_volume_price_divergence']
[2025-10-14T22:50:31.715382] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:31.844000] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:31.967044] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:32.090520] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:32.218495] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:32.348029] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:32.473615] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:32.600567] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:32.731609] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:32.862355] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:32.862528] [INFO ] [CONFIGURE ] ALC: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T22:50:32.862632] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2526 tests
[2025-10-14T22:50:32.862712] [INFO ] [CONFIGURE ] ALC: Testing feature 28/29: add_volume_profile
[2025-10-14T22:50:32.862750] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_volume_profile']
[2025-10-14T22:50:32.981433] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:33.107736] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:33.228141] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:33.353400] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:50:33.474321] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:33.595090] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:33.713804] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:33.829661] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:33.946958] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:34.066009] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:50:34.066187] [INFO ] [CONFIGURE ] ALC: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:50:34.066233] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2525 tests
[2025-10-14T22:50:34.066267] [INFO ] [CONFIGURE ] ALC: Testing feature 29/29: add_vwap
[2025-10-14T22:50:34.066298] [INFO ] [CONFIGURE ] ALC: Testing with features: ['add_vwap']
[2025-10-14T22:50:34.181780] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:50:34.315415] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:50:34.434562] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:34.562338] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:50:34.689726] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:34.808116] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:50:34.932975] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:35.052674] [DEBUG] [FORECASTER] ALC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:35.173246] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:50:35.294147] [DEBUG] [FORECASTER] ALC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:50:35.294311] [INFO ] [CONFIGURE ] ALC: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T22:50:35.294355] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2524 tests
[2025-10-14T22:50:35.294415] [INFO ] [CONFIGURE ] ALC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:50:35.294469] [INFO ] [CONFIGURE ] ALC: Best accuracy: 70.00%
[2025-10-14T22:50:35.294502] [INFO ] [CONFIGURE ] ALC: Best feature set (0 features): []
[2025-10-14T22:50:35.294530] [INFO ] [CONFIGURE ] ALC: Improvement over baseline: 0.00%
[2025-10-14T22:50:35.294557] [INFO ] [CONFIGURE ] ALC: Total time: 35.6 seconds
[2025-10-14T22:50:35.294583] [INFO ] [CONFIGURE ] ALC: Average time per feature: 1.2 seconds
[2025-10-14T22:50:35.294611] [INFO ] [CONFIGURE ] ALC: Average speed: 0.81 features/sec
[2025-10-14T22:50:35.295173] [INFO ] [LOCAL     ] Saved configuration for ALC: 0 features, 70.00% accuracy -> ./output/feature-sets/ALC.json
[2025-10-14T22:50:35.295239] [INFO ] [CONFIGURE ] ALC: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-14T22:50:35.295335] [INFO ] [sig       ] [9/96] Successfully configured ALC | 0.02 sym/s | Total: 6.2m | ETA: 1.0h
[2025-10-14T22:50:35.295423] [INFO ] [sig       ] [10/96] Configuring ALEX...
[2025-10-14T22:50:35.295473] [INFO ] [CONFIGURE ] ALEX: Configurate test run.
[2025-10-14T22:50:35.295506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALEX' from 'https://tdm.silogroup.org/data/derivative_storage/ALEX.csv'.
[2025-10-14T22:50:35.308763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALEX'.
[2025-10-14T22:50:35.309166] [INFO ] [CONFIGURE ] ALEX: Testing with 29 available features
[2025-10-14T22:50:35.309222] [INFO ] [CONFIGURE ] ALEX: Establishing baseline with no features...
[2025-10-14T22:50:35.415244] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:35.518066] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:35.621282] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:35.727279] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:35.834750] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:35.942042] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:36.048462] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:36.153376] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:36.259628] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:36.366080] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:36.366258] [INFO ] [CONFIGURE ] ALEX: Baseline score (no features): 60.00%
[2025-10-14T22:50:36.366303] [INFO ] [CONFIGURE ] ALEX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:50:36.366338] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:50:36.490588] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:50:36.604535] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:36.719892] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:36.835591] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:36.963320] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:37.094662] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:37.220457] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:37.344860] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:37.468949] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:37.594854] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:50:37.595059] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:50:37.595122] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2523 tests
[2025-10-14T22:50:37.595162] [INFO ] [CONFIGURE ] ALEX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:50:37.595195] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:50:37.723148] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:37.848449] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:37.983313] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:38.113210] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:38.238424] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:38.358831] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:38.479935] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:38.633505] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:38.768066] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:38.906983] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:38.907191] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T22:50:38.907246] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.4s/test | Remaining: 2522 tests
[2025-10-14T22:50:38.907282] [INFO ] [CONFIGURE ] ALEX: Testing feature 3/29: add_daily_returns
[2025-10-14T22:50:38.907314] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_daily_returns']
[2025-10-14T22:50:39.028966] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:39.145877] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:39.257366] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:39.368942] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:39.481128] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:39.590869] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:39.700287] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:39.807027] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:39.919437] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:40.027432] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:40.027561] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:50:40.027621] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.4s/test | Remaining: 2521 tests
[2025-10-14T22:50:40.027702] [INFO ] [CONFIGURE ] ALEX: Testing feature 4/29: add_ema
[2025-10-14T22:50:40.027744] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_ema']
[2025-10-14T22:50:40.146283] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:50:40.264578] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:40.384284] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:40.504215] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:40.652381] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:40.772203] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:40.892356] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:41.015000] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:41.144077] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:41.275485] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:41.275673] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:50:41.275749] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.4s/test | Remaining: 2520 tests
[2025-10-14T22:50:41.275833] [INFO ] [CONFIGURE ] ALEX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:50:41.275886] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:50:41.405577] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:41.536314] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:41.693813] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:41.826973] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:41.957444] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:42.090821] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:42.225071] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:42.368782] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:42.528412] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:42.679272] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:42.679459] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T22:50:42.679506] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.4s/test | Remaining: 2519 tests
[2025-10-14T22:50:42.679543] [INFO ] [CONFIGURE ] ALEX: Testing feature 6/29: add_failed_moves
[2025-10-14T22:50:42.679578] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_failed_moves']
[2025-10-14T22:50:42.793880] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:42.914514] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:43.043487] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:43.164444] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:43.293781] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:43.411043] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:43.524403] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:43.653438] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:43.783180] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:43.904707] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:43.904895] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:50:43.904959] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.4s/test | Remaining: 2518 tests
[2025-10-14T22:50:43.904997] [INFO ] [CONFIGURE ] ALEX: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:50:43.905031] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_lag_shelf']
[2025-10-14T22:50:44.007206] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:44.109064] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:44.211679] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:44.318418] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:44.442272] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:44.550751] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:44.658506] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:44.763746] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:44.869972] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:44.976807] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:44.976986] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:50:44.977033] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.4s/test | Remaining: 2517 tests
[2025-10-14T22:50:44.977067] [INFO ] [CONFIGURE ] ALEX: Testing feature 8/29: add_macd
[2025-10-14T22:50:44.977099] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:50:45.121250] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:45.261761] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:45.403092] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:45.544475] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:45.685449] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:45.826564] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:45.987069] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:46.140908] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:46.285125] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:46.429247] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:46.429427] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:50:46.429473] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.4s/test | Remaining: 2516 tests
[2025-10-14T22:50:46.429508] [INFO ] [CONFIGURE ] ALEX: Testing feature 9/29: add_mfi
[2025-10-14T22:50:46.429539] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_mfi']
[2025-10-14T22:50:46.546059] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:46.663570] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:46.781466] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:46.905598] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:47.025614] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:47.146283] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:47.266585] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:50:47.387006] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:47.511506] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:47.642058] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:47.642301] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:50:47.642361] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.4s/test | Remaining: 2515 tests
[2025-10-14T22:50:47.642400] [INFO ] [CONFIGURE ] ALEX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:50:47.642432] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:50:47.793684] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:47.941663] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:48.087669] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:48.226274] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:48.360446] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:48.495720] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:48.636213] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:48.786030] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:48.924881] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:49.063419] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:49.063579] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T22:50:49.063625] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.4s/test | Remaining: 2514 tests
[2025-10-14T22:50:49.063695] [INFO ] [CONFIGURE ] ALEX: Testing feature 11/29: add_obv_daily
[2025-10-14T22:50:49.063741] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_obv_daily']
[2025-10-14T22:50:49.175492] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:49.292160] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:49.405374] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:49.520639] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:49.636473] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:49.752688] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:49.869952] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:49.985156] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:50.101633] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:50.219435] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:50.219606] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T22:50:50.219680] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.4s/test | Remaining: 2513 tests
[2025-10-14T22:50:50.219736] [INFO ] [CONFIGURE ] ALEX: Testing feature 12/29: add_obv_interval
[2025-10-14T22:50:50.219770] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_obv_interval']
[2025-10-14T22:50:50.341465] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:50:50.464003] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:50.589277] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:50.705318] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:50.817784] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:50.944302] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:51.055269] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:51.169280] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:51.280276] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:51.390531] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:51.390727] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-14T22:50:51.390785] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.4s/test | Remaining: 2512 tests
[2025-10-14T22:50:51.390821] [INFO ] [CONFIGURE ] ALEX: Testing feature 13/29: add_opening_strength
[2025-10-14T22:50:51.390853] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:50:51.512253] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:50:51.634973] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:51.761846] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:51.885233] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.004993] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.127237] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:52.248927] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:52.373377] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.498192] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.620205] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.620366] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T22:50:52.620411] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.4s/test | Remaining: 2511 tests
[2025-10-14T22:50:52.620445] [INFO ] [CONFIGURE ] ALEX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:50:52.620476] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T22:50:52.744463] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:52.868779] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:52.994271] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:53.120763] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:53.246297] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:53.371189] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:53.503036] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:53.649408] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:53.823089] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:53.972803] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:53.973019] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:50:53.973076] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.4s/test | Remaining: 2510 tests
[2025-10-14T22:50:53.973113] [INFO ] [CONFIGURE ] ALEX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:50:53.973145] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T22:50:54.097588] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:54.215400] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:54.321343] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:50:54.427445] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:54.534926] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:54.640338] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:54.746782] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:54.853628] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:54.967463] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:55.074943] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:55.075168] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T22:50:55.075229] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.4s/test | Remaining: 2509 tests
[2025-10-14T22:50:55.075266] [INFO ] [CONFIGURE ] ALEX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:50:55.075296] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T22:50:55.188157] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:55.299933] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:55.412208] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:55.529217] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:55.642524] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:55.757396] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:55.872210] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:55.986992] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:56.102516] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:56.218785] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:56.219008] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T22:50:56.219061] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.4s/test | Remaining: 2508 tests
[2025-10-14T22:50:56.219102] [INFO ] [CONFIGURE ] ALEX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:50:56.219133] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_return_2d']
[2025-10-14T22:50:56.334442] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:56.450880] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:56.566255] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:56.689725] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:50:56.809598] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:56.931026] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:57.063129] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:50:57.184342] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:57.327985] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:50:57.456170] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:50:57.456347] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:50:57.456391] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.4s/test | Remaining: 2507 tests
[2025-10-14T22:50:57.456479] [INFO ] [CONFIGURE ] ALEX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:50:57.456610] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T22:50:57.563478] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:50:57.670548] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:57.779425] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:57.896584] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:58.009922] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:58.120360] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:58.230861] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:50:58.357618] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:50:58.469522] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:50:58.587033] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:50:58.587200] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T22:50:58.587246] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.4s/test | Remaining: 2506 tests
[2025-10-14T22:50:58.587281] [INFO ] [CONFIGURE ] ALEX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:50:58.587315] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T22:50:58.714838] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:50:58.866827] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:50:59.009981] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:50:59.167387] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:50:59.296236] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:50:59.427578] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:50:59.588778] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:50:59.727909] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:50:59.891517] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:00.018901] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:00.019070] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:51:00.019116] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.4s/test | Remaining: 2505 tests
[2025-10-14T22:51:00.019152] [INFO ] [CONFIGURE ] ALEX: Testing feature 20/29: add_price_rejection
[2025-10-14T22:51:00.019185] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_price_rejection']
[2025-10-14T22:51:00.146774] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:00.277840] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:51:00.423727] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:00.568604] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:00.692156] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:00.812923] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:00.933428] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:01.056930] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:01.180510] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:01.305304] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:01.305501] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T22:51:01.305548] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.4s/test | Remaining: 2504 tests
[2025-10-14T22:51:01.305582] [INFO ] [CONFIGURE ] ALEX: Testing feature 21/29: add_range_position
[2025-10-14T22:51:01.305613] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_range_position']
[2025-10-14T22:51:01.434789] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:01.580396] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:01.722301] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:01.867258] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:02.007376] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:02.152873] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:02.285396] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:02.416568] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:51:02.548549] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:02.681039] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:02.681209] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:51:02.681254] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.4s/test | Remaining: 2503 tests
[2025-10-14T22:51:02.681288] [INFO ] [CONFIGURE ] ALEX: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:51:02.681320] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_realized_volatility']
[2025-10-14T22:51:02.820893] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:02.959177] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:03.102742] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:03.246471] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:03.406223] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:03.557840] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:03.704861] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:03.848865] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:51:03.991849] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:04.133390] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:04.133579] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:51:04.133628] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.4s/test | Remaining: 2502 tests
[2025-10-14T22:51:04.133707] [INFO ] [CONFIGURE ] ALEX: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:51:04.133751] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_recent_range_context']
[2025-10-14T22:51:04.245368] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:04.358224] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:04.470945] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:04.589103] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:04.703557] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:04.818095] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:04.931728] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:05.047537] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:51:05.163023] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:05.285125] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:05.285301] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T22:51:05.285344] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.4s/test | Remaining: 2501 tests
[2025-10-14T22:51:05.285379] [INFO ] [CONFIGURE ] ALEX: Testing feature 24/29: add_rsi
[2025-10-14T22:51:05.285410] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T22:51:05.422524] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:05.562859] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:05.699799] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:05.825406] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:05.979258] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:06.131221] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:06.288707] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:06.427922] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:06.569605] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:06.718459] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:06.718663] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T22:51:06.718729] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.4s/test | Remaining: 2500 tests
[2025-10-14T22:51:06.718769] [INFO ] [CONFIGURE ] ALEX: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:51:06.718803] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_tick_distribution']
[2025-10-14T22:51:06.830257] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:06.943361] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:07.057080] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:07.170781] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.286024] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.405467] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.524498] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.644087] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.767735] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:07.884586] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:07.884880] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_tick_distribution (score: 30.00%)
[2025-10-14T22:51:07.884939] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.4s/test | Remaining: 2499 tests
[2025-10-14T22:51:07.884976] [INFO ] [CONFIGURE ] ALEX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:51:07.885009] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T22:51:07.999447] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:08.117228] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:08.234854] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:08.350822] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:08.464912] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:08.579447] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:08.694226] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:08.812799] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:08.934012] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:09.051599] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:09.051771] [INFO ] [CONFIGURE ] ALEX: KEPT add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T22:51:09.051823] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.4s/test | Remaining: 2498 tests
[2025-10-14T22:51:09.051859] [INFO ] [CONFIGURE ] ALEX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:51:09.051891] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_volume_momentum_confirmation', 'add_volume_price_divergence']
[2025-10-14T22:51:09.182829] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:09.315046] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:09.450807] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:09.593968] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:09.737417] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:09.872523] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:10.006530] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:10.137936] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:10.269608] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:10.403552] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:10.403729] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:51:10.403787] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.4s/test | Remaining: 2497 tests
[2025-10-14T22:51:10.403823] [INFO ] [CONFIGURE ] ALEX: Testing feature 28/29: add_volume_profile
[2025-10-14T22:51:10.403855] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_volume_momentum_confirmation', 'add_volume_profile']
[2025-10-14T22:51:10.532238] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:10.656754] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:10.779522] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:10.905794] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:11.031469] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:11.156544] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:11.289988] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:11.416386] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:51:11.544553] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:11.672683] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:11.672865] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T22:51:11.672928] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.4s/test | Remaining: 2496 tests
[2025-10-14T22:51:11.672966] [INFO ] [CONFIGURE ] ALEX: Testing feature 29/29: add_vwap
[2025-10-14T22:51:11.673000] [INFO ] [CONFIGURE ] ALEX: Testing with features: ['add_volume_momentum_confirmation', 'add_vwap']
[2025-10-14T22:51:11.798396] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:11.925073] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.050430] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:12.175536] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.306829] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:12.433318] [DEBUG] [FORECASTER] ALEX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:51:12.573889] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.706453] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.835830] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.966769] [DEBUG] [FORECASTER] ALEX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:12.966939] [INFO ] [CONFIGURE ] ALEX: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T22:51:12.966986] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.4s/test | Remaining: 2495 tests
[2025-10-14T22:51:12.967021] [INFO ] [CONFIGURE ] ALEX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:51:12.967052] [INFO ] [CONFIGURE ] ALEX: Best accuracy: 70.00%
[2025-10-14T22:51:12.967082] [INFO ] [CONFIGURE ] ALEX: Best feature set (1 features): ['add_volume_momentum_confirmation']
[2025-10-14T22:51:12.967111] [INFO ] [CONFIGURE ] ALEX: Improvement over baseline: 10.00%
[2025-10-14T22:51:12.967138] [INFO ] [CONFIGURE ] ALEX: Total time: 36.6 seconds
[2025-10-14T22:51:12.967166] [INFO ] [CONFIGURE ] ALEX: Average time per feature: 1.3 seconds
[2025-10-14T22:51:12.967194] [INFO ] [CONFIGURE ] ALEX: Average speed: 0.79 features/sec
[2025-10-14T22:51:12.967707] [INFO ] [LOCAL     ] Saved configuration for ALEX: 1 features, 70.00% accuracy -> ./output/feature-sets/ALEX.json
[2025-10-14T22:51:12.967763] [INFO ] [CONFIGURE ] ALEX: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T22:51:12.967830] [INFO ] [sig       ] [10/96] Successfully configured ALEX | 0.02 sym/s | Total: 6.8m | ETA: 58.8m
[2025-10-14T22:51:12.967907] [INFO ] [sig       ] [11/96] Configuring AN...
[2025-10-14T22:51:12.967951] [INFO ] [CONFIGURE ] AN: Configurate test run.
[2025-10-14T22:51:12.967983] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AN' from 'https://tdm.silogroup.org/data/derivative_storage/AN.csv'.
[2025-10-14T22:51:12.979437] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AN'.
[2025-10-14T22:51:12.979790] [INFO ] [CONFIGURE ] AN: Testing with 29 available features
[2025-10-14T22:51:12.979859] [INFO ] [CONFIGURE ] AN: Establishing baseline with no features...
[2025-10-14T22:51:13.087522] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:13.190036] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:13.296189] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:13.400102] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:13.503952] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:13.608663] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:13.715683] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:13.820339] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:13.927824] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:14.035393] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:14.035531] [INFO ] [CONFIGURE ] AN: Baseline score (no features): 60.00%
[2025-10-14T22:51:14.035574] [INFO ] [CONFIGURE ] AN: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:51:14.035608] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:51:14.150185] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:14.264814] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:14.380564] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:14.501976] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:14.618861] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:14.735885] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:14.853009] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:14.970863] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:15.091004] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:15.209485] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:15.209634] [INFO ] [CONFIGURE ] AN: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T22:51:15.209717] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.4s/test | Remaining: 2494 tests
[2025-10-14T22:51:15.209758] [INFO ] [CONFIGURE ] AN: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:51:15.209790] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:51:15.331361] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:15.453470] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:15.575976] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:15.711562] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:15.835729] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:15.960166] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:16.086073] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:16.210618] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:16.342824] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:16.475358] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:16.475509] [INFO ] [CONFIGURE ] AN: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T22:51:16.475555] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.4s/test | Remaining: 2493 tests
[2025-10-14T22:51:16.475590] [INFO ] [CONFIGURE ] AN: Testing feature 3/29: add_daily_returns
[2025-10-14T22:51:16.475622] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_daily_returns']
[2025-10-14T22:51:16.585966] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:16.700072] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:16.809240] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:16.918771] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:17.028050] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:17.141320] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:17.253659] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:17.362777] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:17.472049] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:17.582210] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:17.582361] [INFO ] [CONFIGURE ] AN: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T22:51:17.582406] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.4s/test | Remaining: 2492 tests
[2025-10-14T22:51:17.582440] [INFO ] [CONFIGURE ] AN: Testing feature 4/29: add_ema
[2025-10-14T22:51:17.582472] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_ema']
[2025-10-14T22:51:17.707450] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:17.825960] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:17.947117] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:18.085227] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:18.207743] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:18.332283] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:18.455257] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:18.579226] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:18.707122] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:18.830988] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:18.831112] [INFO ] [CONFIGURE ] AN: DISCARDED add_ema (score: 60.00%)
[2025-10-14T22:51:18.831157] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.4s/test | Remaining: 2491 tests
[2025-10-14T22:51:18.831191] [INFO ] [CONFIGURE ] AN: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:51:18.831221] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:51:18.958766] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:19.083382] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:19.210217] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:19.339094] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:19.470791] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:19.603989] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:19.737793] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:19.873373] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:20.006987] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:20.139164] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:20.139354] [INFO ] [CONFIGURE ] AN: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T22:51:20.139401] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.4s/test | Remaining: 2490 tests
[2025-10-14T22:51:20.139436] [INFO ] [CONFIGURE ] AN: Testing feature 6/29: add_failed_moves
[2025-10-14T22:51:20.139469] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_failed_moves']
[2025-10-14T22:51:20.250988] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:20.363561] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:20.477068] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:20.590922] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:20.702287] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:20.819784] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:20.934898] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:21.066455] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:21.184903] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:21.306729] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:21.306888] [INFO ] [CONFIGURE ] AN: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:51:21.306934] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.4s/test | Remaining: 2489 tests
[2025-10-14T22:51:21.306969] [INFO ] [CONFIGURE ] AN: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:51:21.307012] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_lag_shelf']
[2025-10-14T22:51:21.409225] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:21.514341] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:21.617625] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:21.720758] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:21.827624] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:21.942421] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:22.050456] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:22.156369] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:22.261950] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:22.368445] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:22.368601] [INFO ] [CONFIGURE ] AN: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:51:22.368677] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2488 tests
[2025-10-14T22:51:22.368736] [INFO ] [CONFIGURE ] AN: Testing feature 8/29: add_macd
[2025-10-14T22:51:22.368772] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:51:22.509193] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:22.649465] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:22.790534] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:22.946415] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:23.089484] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:23.234522] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:23.378232] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:23.528124] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:23.675445] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:23.822132] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:23.822306] [INFO ] [CONFIGURE ] AN: DISCARDED add_macd (score: 20.00%)
[2025-10-14T22:51:23.822352] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2487 tests
[2025-10-14T22:51:23.822386] [INFO ] [CONFIGURE ] AN: Testing feature 9/29: add_mfi
[2025-10-14T22:51:23.822418] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_mfi']
[2025-10-14T22:51:23.938939] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:24.061763] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:24.186048] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:24.312695] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:24.429922] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:24.546461] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:24.665407] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:24.782660] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:24.900793] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:25.020718] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:25.020869] [INFO ] [CONFIGURE ] AN: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:51:25.020914] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2486 tests
[2025-10-14T22:51:25.020949] [INFO ] [CONFIGURE ] AN: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:51:25.020981] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:51:25.149179] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:25.277420] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:25.406376] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:25.537716] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:25.670519] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:25.804248] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:25.938275] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:26.076228] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:26.223274] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:26.364473] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:26.364636] [INFO ] [CONFIGURE ] AN: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:51:26.364722] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2485 tests
[2025-10-14T22:51:26.364763] [INFO ] [CONFIGURE ] AN: Testing feature 11/29: add_obv_daily
[2025-10-14T22:51:26.364796] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_obv_daily']
[2025-10-14T22:51:26.476473] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:26.588596] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:26.706613] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:26.819083] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:26.931453] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:27.047344] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:27.173247] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:27.288602] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:27.404491] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:27.524376] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:27.524571] [INFO ] [CONFIGURE ] AN: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:51:27.524619] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2484 tests
[2025-10-14T22:51:27.524688] [INFO ] [CONFIGURE ] AN: Testing feature 12/29: add_obv_interval
[2025-10-14T22:51:27.524739] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_obv_interval']
[2025-10-14T22:51:27.636005] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:27.746928] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:27.858558] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:27.970301] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:28.088390] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:28.198831] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:28.313487] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:28.429794] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:28.544602] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:28.658851] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:28.659031] [INFO ] [CONFIGURE ] AN: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:51:28.659079] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2483 tests
[2025-10-14T22:51:28.659114] [INFO ] [CONFIGURE ] AN: Testing feature 13/29: add_opening_strength
[2025-10-14T22:51:28.659147] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:51:28.778058] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:28.895868] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:29.014514] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:29.135288] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:29.256926] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:29.380489] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:29.501387] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:29.627121] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:29.751700] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:29.876321] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:29.876477] [INFO ] [CONFIGURE ] AN: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T22:51:29.876522] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2482 tests
[2025-10-14T22:51:29.876556] [INFO ] [CONFIGURE ] AN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:51:29.876587] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T22:51:29.999185] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:30.123038] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:30.248626] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:30.381715] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:30.507842] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:30.637585] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:30.765839] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:30.913615] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:31.041745] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:31.172358] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:31.172516] [INFO ] [CONFIGURE ] AN: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T22:51:31.172562] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2481 tests
[2025-10-14T22:51:31.172621] [INFO ] [CONFIGURE ] AN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:51:31.172701] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T22:51:31.279111] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:31.384126] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:31.495087] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:31.609194] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:31.719379] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:31.845412] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:31.952387] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:32.057400] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:32.162368] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:32.269024] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:32.269157] [INFO ] [CONFIGURE ] AN: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-14T22:51:32.269201] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2480 tests
[2025-10-14T22:51:32.269235] [INFO ] [CONFIGURE ] AN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:51:32.269266] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T22:51:32.380347] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:32.491385] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:32.602414] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:32.715712] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:32.830142] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:32.942457] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:33.058900] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:33.210534] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:33.331557] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:33.453488] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:33.453738] [INFO ] [CONFIGURE ] AN: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T22:51:33.453807] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2479 tests
[2025-10-14T22:51:33.453853] [INFO ] [CONFIGURE ] AN: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:51:33.453890] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d']
[2025-10-14T22:51:33.575330] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:33.692139] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:33.816781] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:33.943249] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:34.059910] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:34.181939] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:34.297761] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:34.421751] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:34.561798] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:34.690061] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:34.690241] [INFO ] [CONFIGURE ] AN: KEPT add_pbf_return_2d (score: 70.00%)
[2025-10-14T22:51:34.690305] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2478 tests
[2025-10-14T22:51:34.690344] [INFO ] [CONFIGURE ] AN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:51:34.690376] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_pbf_volatility_5d']
[2025-10-14T22:51:34.821291] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:34.948932] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:35.078525] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:35.206617] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:35.330061] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:35.453918] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:35.576173] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:35.693064] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:35.810086] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:35.929235] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:35.929391] [INFO ] [CONFIGURE ] AN: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T22:51:35.929435] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2477 tests
[2025-10-14T22:51:35.929469] [INFO ] [CONFIGURE ] AN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:51:35.929500] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_pbf_vs_sma_5']
[2025-10-14T22:51:36.045318] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:36.164013] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:36.281127] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:36.398862] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:36.515797] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:36.633510] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:36.758222] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:36.881354] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:37.005115] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:37.147434] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:37.147598] [INFO ] [CONFIGURE ] AN: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:51:37.147665] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2476 tests
[2025-10-14T22:51:37.147742] [INFO ] [CONFIGURE ] AN: Testing feature 20/29: add_price_rejection
[2025-10-14T22:51:37.147807] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_price_rejection']
[2025-10-14T22:51:37.296773] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:37.442086] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:37.593625] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:37.730989] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:37.863567] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:37.995472] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:38.128455] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:38.260574] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:38.394187] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:38.531198] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:38.531369] [INFO ] [CONFIGURE ] AN: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T22:51:38.531416] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2475 tests
[2025-10-14T22:51:38.531453] [INFO ] [CONFIGURE ] AN: Testing feature 21/29: add_range_position
[2025-10-14T22:51:38.531487] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_range_position']
[2025-10-14T22:51:38.679391] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:38.826169] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:38.983902] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:39.145964] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:39.308896] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:39.493844] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:39.637846] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:39.781899] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:39.935804] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:40.083305] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:40.083484] [INFO ] [CONFIGURE ] AN: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T22:51:40.083530] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2474 tests
[2025-10-14T22:51:40.083565] [INFO ] [CONFIGURE ] AN: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:51:40.083596] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_realized_volatility']
[2025-10-14T22:51:40.239165] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:40.394563] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:40.555464] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:40.713034] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:40.871119] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:41.030286] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:41.188618] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:41.355500] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:41.519580] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:41.679808] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:41.679963] [INFO ] [CONFIGURE ] AN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T22:51:41.680007] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2473 tests
[2025-10-14T22:51:41.680042] [INFO ] [CONFIGURE ] AN: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:51:41.680072] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_recent_range_context']
[2025-10-14T22:51:41.808078] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:41.937301] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:42.071398] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:42.206321] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:42.341598] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:42.503104] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:42.637299] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:42.771459] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:42.909135] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:43.050012] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:43.050164] [INFO ] [CONFIGURE ] AN: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:51:43.050217] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2472 tests
[2025-10-14T22:51:43.050297] [INFO ] [CONFIGURE ] AN: Testing feature 24/29: add_rsi
[2025-10-14T22:51:43.050334] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_ema', 'add_rsi']
[2025-10-14T22:51:43.200576] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:43.349858] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:43.505373] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:43.649620] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:43.793450] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:43.939294] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:44.086218] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:51:44.233015] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:44.380210] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:44.537918] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:44.538081] [INFO ] [CONFIGURE ] AN: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:51:44.538125] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2471 tests
[2025-10-14T22:51:44.538160] [INFO ] [CONFIGURE ] AN: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:51:44.538193] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_tick_distribution']
[2025-10-14T22:51:44.670231] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:44.803138] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:44.930964] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:45.067042] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:45.193828] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:45.321259] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:45.449674] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:45.580315] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:45.711279] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:45.840203] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:45.840387] [INFO ] [CONFIGURE ] AN: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T22:51:45.840433] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2470 tests
[2025-10-14T22:51:45.840468] [INFO ] [CONFIGURE ] AN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:51:45.840501] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_volume_momentum_confirmation']
[2025-10-14T22:51:45.969561] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:46.104509] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:51:46.241628] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:46.375631] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:46.504564] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:46.635985] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:46.769318] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:46.902899] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:47.032922] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:47.163739] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:47.163893] [INFO ] [CONFIGURE ] AN: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T22:51:47.163937] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2469 tests
[2025-10-14T22:51:47.163972] [INFO ] [CONFIGURE ] AN: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:51:47.164004] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_volume_price_divergence']
[2025-10-14T22:51:47.298209] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:47.432447] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:47.570827] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:47.711092] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:47.851335] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:47.991865] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:48.132271] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:48.272336] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:48.410894] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:48.574859] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:48.575016] [INFO ] [CONFIGURE ] AN: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T22:51:48.575060] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2468 tests
[2025-10-14T22:51:48.575095] [INFO ] [CONFIGURE ] AN: Testing feature 28/29: add_volume_profile
[2025-10-14T22:51:48.575127] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_volume_profile']
[2025-10-14T22:51:48.700371] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:48.826371] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:48.952639] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:51:49.079821] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:51:49.207558] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:49.337201] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:49.471111] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:49.601323] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:49.735771] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:49.870360] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:49.870527] [INFO ] [CONFIGURE ] AN: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T22:51:49.870590] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2467 tests
[2025-10-14T22:51:49.870629] [INFO ] [CONFIGURE ] AN: Testing feature 29/29: add_vwap
[2025-10-14T22:51:49.870699] [INFO ] [CONFIGURE ] AN: Testing with features: ['add_pbf_return_2d', 'add_vwap']
[2025-10-14T22:51:50.000271] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:50.137109] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:51:50.272754] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:50.411163] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:51:50.545859] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:51:50.679535] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:50.813521] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:51:50.944947] [DEBUG] [FORECASTER] AN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:51.088063] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:51:51.248437] [DEBUG] [FORECASTER] AN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:51:51.248666] [INFO ] [CONFIGURE ] AN: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:51:51.248733] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2466 tests
[2025-10-14T22:51:51.248773] [INFO ] [CONFIGURE ] AN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:51:51.248805] [INFO ] [CONFIGURE ] AN: Best accuracy: 70.00%
[2025-10-14T22:51:51.248837] [INFO ] [CONFIGURE ] AN: Best feature set (1 features): ['add_pbf_return_2d']
[2025-10-14T22:51:51.248868] [INFO ] [CONFIGURE ] AN: Improvement over baseline: 10.00%
[2025-10-14T22:51:51.248895] [INFO ] [CONFIGURE ] AN: Total time: 37.2 seconds
[2025-10-14T22:51:51.248923] [INFO ] [CONFIGURE ] AN: Average time per feature: 1.3 seconds
[2025-10-14T22:51:51.248951] [INFO ] [CONFIGURE ] AN: Average speed: 0.78 features/sec
[2025-10-14T22:51:51.249323] [INFO ] [LOCAL     ] Saved configuration for AN: 1 features, 70.00% accuracy -> ./output/feature-sets/AN.json
[2025-10-14T22:51:51.249385] [INFO ] [CONFIGURE ] AN: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T22:51:51.249448] [INFO ] [sig       ] [11/96] Successfully configured AN | 0.02 sym/s | Total: 7.5m | ETA: 57.8m
[2025-10-14T22:51:51.249485] [INFO ] [sig       ] [12/96] Configuring ANET...
[2025-10-14T22:51:51.249517] [INFO ] [CONFIGURE ] ANET: Configurate test run.
[2025-10-14T22:51:51.249547] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANET' from 'https://tdm.silogroup.org/data/derivative_storage/ANET.csv'.
[2025-10-14T22:51:51.262974] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANET'.
[2025-10-14T22:51:51.263516] [INFO ] [CONFIGURE ] ANET: Testing with 29 available features
[2025-10-14T22:51:51.263579] [INFO ] [CONFIGURE ] ANET: Establishing baseline with no features...
[2025-10-14T22:51:51.385817] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:51.532611] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:51.676586] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:51.817633] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:51.958550] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:52.081381] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:52.245885] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:51:52.386572] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:52.507074] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:52.616767] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:52.616931] [INFO ] [CONFIGURE ] ANET: Baseline score (no features): 60.00%
[2025-10-14T22:51:52.616998] [INFO ] [CONFIGURE ] ANET: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:51:52.617035] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:51:52.734378] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:52.849287] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:51:52.964622] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:53.081685] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:53.200224] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:53.329761] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:53.450907] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:51:53.573727] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:53.695538] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:53.818404] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:53.818583] [INFO ] [CONFIGURE ] ANET: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:51:53.818627] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2465 tests
[2025-10-14T22:51:53.818697] [INFO ] [CONFIGURE ] ANET: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:51:53.818743] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:51:53.950750] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:54.084135] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:54.215081] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:54.350555] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:54.481341] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:54.636640] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:54.764844] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:51:54.895261] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:55.020905] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:55.149981] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:55.150162] [INFO ] [CONFIGURE ] ANET: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T22:51:55.150207] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2464 tests
[2025-10-14T22:51:55.150243] [INFO ] [CONFIGURE ] ANET: Testing feature 3/29: add_daily_returns
[2025-10-14T22:51:55.150276] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:51:55.274338] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:55.394246] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:55.520127] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:55.643514] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:55.776236] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:55.910008] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:56.041888] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:51:56.173580] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:56.312627] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:56.463238] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:56.463480] [INFO ] [CONFIGURE ] ANET: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T22:51:56.463527] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2463 tests
[2025-10-14T22:51:56.463563] [INFO ] [CONFIGURE ] ANET: Testing feature 4/29: add_ema
[2025-10-14T22:51:56.463596] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T22:51:56.619054] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:51:56.775797] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:56.938080] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:57.111063] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:57.270489] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:57.428169] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:51:57.589175] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:51:57.747683] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:51:57.904702] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:58.050989] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:58.051158] [INFO ] [CONFIGURE ] ANET: DISCARDED add_ema (score: 70.00%)
[2025-10-14T22:51:58.051204] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2462 tests
[2025-10-14T22:51:58.051239] [INFO ] [CONFIGURE ] ANET: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:51:58.051271] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:51:58.200317] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:58.361526] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:51:58.513174] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:51:58.666217] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:51:58.820447] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:51:58.973392] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:51:59.131299] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:51:59.283284] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:51:59.437481] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:51:59.597997] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:51:59.598204] [INFO ] [CONFIGURE ] ANET: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T22:51:59.598262] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2461 tests
[2025-10-14T22:51:59.598300] [INFO ] [CONFIGURE ] ANET: Testing feature 6/29: add_failed_moves
[2025-10-14T22:51:59.598333] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T22:51:59.757800] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:51:59.918518] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:00.079537] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:00.242058] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:00.410700] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:00.583486] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:00.753994] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:00.921410] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:01.090075] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:01.260578] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:01.260773] [INFO ] [CONFIGURE ] ANET: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T22:52:01.260824] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2460 tests
[2025-10-14T22:52:01.260860] [INFO ] [CONFIGURE ] ANET: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:52:01.260892] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T22:52:01.416179] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:01.573422] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:01.731111] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:01.899562] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:02.061575] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:02.218511] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:02.375853] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:02.531098] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:02.686328] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:02.847831] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:02.848017] [INFO ] [CONFIGURE ] ANET: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T22:52:02.848066] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2459 tests
[2025-10-14T22:52:02.848102] [INFO ] [CONFIGURE ] ANET: Testing feature 8/29: add_macd
[2025-10-14T22:52:02.848135] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T22:52:03.021994] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:03.199252] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:03.375574] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:03.555230] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:03.767821] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:03.949711] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:52:04.129488] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:04.326111] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:04.516290] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:04.703215] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:04.703408] [INFO ] [CONFIGURE ] ANET: DISCARDED add_macd (score: 70.00%)
[2025-10-14T22:52:04.703456] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2458 tests
[2025-10-14T22:52:04.703492] [INFO ] [CONFIGURE ] ANET: Testing feature 9/29: add_mfi
[2025-10-14T22:52:04.703526] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T22:52:04.885432] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:05.056325] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:05.227957] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:05.400228] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:05.575325] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:05.751180] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:05.935469] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:06.112241] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:06.290767] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:06.468629] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:06.468856] [INFO ] [CONFIGURE ] ANET: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T22:52:06.468903] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2457 tests
[2025-10-14T22:52:06.468939] [INFO ] [CONFIGURE ] ANET: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:52:06.469021] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:52:06.658284] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:06.858425] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:07.048661] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:07.235894] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:07.422600] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:07.613076] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:52:07.811919] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:07.999246] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:52:08.187568] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:08.396336] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:08.396567] [INFO ] [CONFIGURE ] ANET: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T22:52:08.396614] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2456 tests
[2025-10-14T22:52:08.396680] [INFO ] [CONFIGURE ] ANET: Testing feature 11/29: add_obv_daily
[2025-10-14T22:52:08.396735] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T22:52:08.569146] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:08.735248] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:52:08.899469] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:09.063487] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:09.229033] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:09.398576] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:09.565996] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:09.733735] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:09.892912] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:10.060388] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:10.060584] [INFO ] [CONFIGURE ] ANET: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T22:52:10.060631] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2455 tests
[2025-10-14T22:52:10.060706] [INFO ] [CONFIGURE ] ANET: Testing feature 12/29: add_obv_interval
[2025-10-14T22:52:10.060750] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T22:52:10.219250] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:10.377227] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:52:10.541797] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:10.723528] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:10.888482] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:11.054880] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:11.219744] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:11.401953] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:11.565600] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:11.732329] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:11.732518] [INFO ] [CONFIGURE ] ANET: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T22:52:11.732563] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2454 tests
[2025-10-14T22:52:11.732599] [INFO ] [CONFIGURE ] ANET: Testing feature 13/29: add_opening_strength
[2025-10-14T22:52:11.732632] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:52:11.943500] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:52:12.116018] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:12.285724] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:12.460606] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:12.644201] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:12.866666] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:52:13.041629] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:52:13.225955] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:13.429722] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:13.607312] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:13.607485] [INFO ] [CONFIGURE ] ANET: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T22:52:13.607531] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2453 tests
[2025-10-14T22:52:13.607566] [INFO ] [CONFIGURE ] ANET: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:52:13.607598] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T22:52:13.777305] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:52:13.962825] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:14.132177] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:14.307045] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:14.490927] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:14.664726] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:14.847362] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:15.045753] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:15.233379] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:52:15.418335] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:15.418548] [INFO ] [CONFIGURE ] ANET: KEPT add_order_flow_imbalance (score: 100.00%)
[2025-10-14T22:52:15.418604] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2452 tests
[2025-10-14T22:52:15.418663] [INFO ] [CONFIGURE ] ANET: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:52:15.418723] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-14T22:52:15.613196] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:15.812397] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:16.011787] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:16.201061] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:16.389016] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:16.583007] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:16.766472] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:16.946613] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:52:17.150078] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:17.332668] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:17.332880] [INFO ] [CONFIGURE ] ANET: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T22:52:17.332934] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2451 tests
[2025-10-14T22:52:17.332972] [INFO ] [CONFIGURE ] ANET: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:52:17.333006] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-14T22:52:17.556416] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:17.739541] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:17.956294] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:52:18.154867] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:18.360909] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:18.555350] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:18.755560] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:52:18.956449] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:19.152850] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:52:19.345958] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:19.346160] [INFO ] [CONFIGURE ] ANET: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T22:52:19.346207] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2450 tests
[2025-10-14T22:52:19.346242] [INFO ] [CONFIGURE ] ANET: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:52:19.346274] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-14T22:52:19.539605] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:19.750804] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:52:19.938674] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:20.139423] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:20.336201] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:20.531721] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:20.725361] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:20.920060] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:21.114304] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:21.307577] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:21.307761] [INFO ] [CONFIGURE ] ANET: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T22:52:21.307812] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2449 tests
[2025-10-14T22:52:21.307848] [INFO ] [CONFIGURE ] ANET: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:52:21.307905] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-14T22:52:21.485849] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:21.669350] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:21.853178] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:22.032058] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:22.219233] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:22.400941] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:22.581268] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:22.775756] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:22.964692] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:23.151964] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:23.152124] [INFO ] [CONFIGURE ] ANET: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T22:52:23.152171] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2448 tests
[2025-10-14T22:52:23.152207] [INFO ] [CONFIGURE ] ANET: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:52:23.152241] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-14T22:52:23.334781] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:23.529020] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:23.709567] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:23.901177] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:24.085136] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:24.267223] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:24.455753] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:24.638184] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:24.840472] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:25.033899] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:25.034149] [INFO ] [CONFIGURE ] ANET: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T22:52:25.034224] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2447 tests
[2025-10-14T22:52:25.034296] [INFO ] [CONFIGURE ] ANET: Testing feature 20/29: add_price_rejection
[2025-10-14T22:52:25.034347] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-14T22:52:25.244902] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:25.444333] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:25.627053] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:25.810401] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:25.995535] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:26.179248] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:26.366344] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:26.560336] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:26.760805] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:26.955604] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:26.955890] [INFO ] [CONFIGURE ] ANET: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T22:52:26.955988] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2446 tests
[2025-10-14T22:52:26.956065] [INFO ] [CONFIGURE ] ANET: Testing feature 21/29: add_range_position
[2025-10-14T22:52:26.956152] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-14T22:52:27.177068] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:27.366606] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:27.561621] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:27.751873] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:27.970434] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:28.160989] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:28.356444] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:28.548925] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:28.745328] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:28.940008] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:28.940156] [INFO ] [CONFIGURE ] ANET: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T22:52:28.940200] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2445 tests
[2025-10-14T22:52:28.940239] [INFO ] [CONFIGURE ] ANET: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:52:28.940271] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-14T22:52:29.149975] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:29.363499] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:52:29.570232] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:29.775066] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:29.981104] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:30.189086] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:30.446152] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:30.660393] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:30.870746] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:31.081954] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:31.082116] [INFO ] [CONFIGURE ] ANET: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T22:52:31.082161] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2444 tests
[2025-10-14T22:52:31.082198] [INFO ] [CONFIGURE ] ANET: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:52:31.082232] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-14T22:52:31.265392] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:31.448800] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:31.633104] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:31.824344] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:32.010277] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:32.194962] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:32.376577] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:32.555854] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:32.735578] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:32.915426] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:32.915567] [INFO ] [CONFIGURE ] ANET: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T22:52:32.915613] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2443 tests
[2025-10-14T22:52:32.915737] [INFO ] [CONFIGURE ] ANET: Testing feature 24/29: add_rsi
[2025-10-14T22:52:32.915778] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-14T22:52:33.116192] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:33.311136] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:52:33.506285] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:33.700881] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:33.898262] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:52:34.093251] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:52:34.288796] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:34.491962] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:52:34.691483] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:34.889789] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:34.889970] [INFO ] [CONFIGURE ] ANET: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T22:52:34.890034] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2442 tests
[2025-10-14T22:52:34.890072] [INFO ] [CONFIGURE ] ANET: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:52:34.890103] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-14T22:52:35.065433] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:35.239844] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:35.418421] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:35.596862] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:35.780743] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:35.957550] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:36.135720] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:36.313562] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:36.491554] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:36.670176] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:36.670320] [INFO ] [CONFIGURE ] ANET: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T22:52:36.670363] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2441 tests
[2025-10-14T22:52:36.670397] [INFO ] [CONFIGURE ] ANET: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:52:36.670432] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-14T22:52:36.845156] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:37.026229] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:37.205517] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:37.380628] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:37.556559] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:37.735887] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:37.912687] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:38.090261] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:38.271457] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:38.448955] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:38.449115] [INFO ] [CONFIGURE ] ANET: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T22:52:38.449159] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2440 tests
[2025-10-14T22:52:38.449193] [INFO ] [CONFIGURE ] ANET: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:52:38.449225] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-14T22:52:38.633928] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:38.828535] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:39.024816] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:39.234465] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:39.420392] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:39.619719] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:39.812850] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:40.005834] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:40.193974] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:52:40.398283] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:40.398432] [INFO ] [CONFIGURE ] ANET: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T22:52:40.398477] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2439 tests
[2025-10-14T22:52:40.398514] [INFO ] [CONFIGURE ] ANET: Testing feature 28/29: add_volume_profile
[2025-10-14T22:52:40.398547] [INFO ] [CONFIGURE ] ANET: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-14T22:52:40.578225] [DEBUG] [FORECASTER] ANET: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:52:40.761155] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:52:40.936718] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:41.112742] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:52:41.289709] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:41.466531] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:52:41.645230] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:41.833249] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:52:42.025810] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:52:42.210937] [DEBUG] [FORECASTER] ANET: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:52:42.211145] [INFO ] [CONFIGURE ] ANET: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-14T22:52:42.211208] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2438 tests
[2025-10-14T22:52:42.211246] [INFO ] [CONFIGURE ] ANET: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:52:42.211277] [INFO ] [CONFIGURE ] ANET: Best accuracy: 100.00%
[2025-10-14T22:52:42.211308] [INFO ] [CONFIGURE ] ANET: Best feature set (4 features): ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T22:52:42.211337] [INFO ] [CONFIGURE ] ANET: Improvement over baseline: 40.00%
[2025-10-14T22:52:42.211364] [INFO ] [CONFIGURE ] ANET: Total time: 49.6 seconds
[2025-10-14T22:52:42.211391] [INFO ] [CONFIGURE ] ANET: Average time per feature: 1.8 seconds
[2025-10-14T22:52:42.211418] [INFO ] [CONFIGURE ] ANET: Average speed: 0.58 features/sec
[2025-10-14T22:52:42.211866] [INFO ] [LOCAL     ] Saved configuration for ANET: 4 features, 100.00% accuracy -> ./output/feature-sets/ANET.json
[2025-10-14T22:52:42.211934] [INFO ] [CONFIGURE ] ANET: Configuration saved successfully: 4 features, 100.00% accuracy.
[2025-10-14T22:52:42.212024] [INFO ] [sig       ] [12/96] Successfully configured ANET | 0.02 sym/s | Total: 8.3m | ETA: 58.3m
[2025-10-14T22:52:42.212093] [INFO ] [sig       ] [13/96] Configuring AORT...
[2025-10-14T22:52:42.212132] [INFO ] [CONFIGURE ] AORT: Configurate test run.
[2025-10-14T22:52:42.212163] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AORT' from 'https://tdm.silogroup.org/data/derivative_storage/AORT.csv'.
[2025-10-14T22:52:42.227058] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AORT'.
[2025-10-14T22:52:42.227687] [INFO ] [CONFIGURE ] AORT: Testing with 29 available features
[2025-10-14T22:52:42.227746] [INFO ] [CONFIGURE ] AORT: Establishing baseline with no features...
[2025-10-14T22:52:42.346985] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:42.463515] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:42.579854] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:42.687123] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:42.797636] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:42.900546] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:42.999892] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:43.100953] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:43.200442] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:43.306896] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:52:43.307015] [INFO ] [CONFIGURE ] AORT: Baseline score (no features): 70.00%
[2025-10-14T22:52:43.307059] [INFO ] [CONFIGURE ] AORT: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:52:43.307092] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:52:43.426338] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:43.542246] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:43.655286] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:43.766576] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:43.878803] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:43.998394] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:44.112804] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:44.228522] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:44.347961] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:44.478721] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:44.478928] [INFO ] [CONFIGURE ] AORT: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-14T22:52:44.478988] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2437 tests
[2025-10-14T22:52:44.479048] [INFO ] [CONFIGURE ] AORT: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:52:44.479083] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:52:44.624540] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:52:44.783493] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:44.945256] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:45.129930] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:45.309807] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:45.473449] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:45.642361] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:45.796518] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:45.952580] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:46.107011] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:46.107238] [INFO ] [CONFIGURE ] AORT: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T22:52:46.107303] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.4s/test | Remaining: 2436 tests
[2025-10-14T22:52:46.107355] [INFO ] [CONFIGURE ] AORT: Testing feature 3/29: add_daily_returns
[2025-10-14T22:52:46.107419] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T22:52:46.242206] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:52:46.397017] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:46.517190] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:46.642064] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:46.762365] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:46.882383] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:47.006030] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:47.139889] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:47.261530] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:47.386934] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:47.387163] [INFO ] [CONFIGURE ] AORT: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T22:52:47.387223] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2435 tests
[2025-10-14T22:52:47.387260] [INFO ] [CONFIGURE ] AORT: Testing feature 4/29: add_ema
[2025-10-14T22:52:47.387292] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T22:52:47.526187] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:47.669591] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:47.823415] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:47.975169] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:48.118448] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:48.267177] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:48.406111] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:48.553477] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:48.692095] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:48.833915] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:48.834086] [INFO ] [CONFIGURE ] AORT: DISCARDED add_ema (score: 80.00%)
[2025-10-14T22:52:48.834131] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2434 tests
[2025-10-14T22:52:48.834166] [INFO ] [CONFIGURE ] AORT: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:52:48.834198] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:52:48.976462] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:49.124149] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:49.263713] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:49.433454] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:49.574029] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:49.715613] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:49.858174] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:50.002441] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:50.146010] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:52:50.291618] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:52:50.291799] [INFO ] [CONFIGURE ] AORT: DISCARDED add_exhaustion_signals (score: 80.00%)
[2025-10-14T22:52:50.291849] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.4s/test | Remaining: 2433 tests
[2025-10-14T22:52:50.291885] [INFO ] [CONFIGURE ] AORT: Testing feature 6/29: add_failed_moves
[2025-10-14T22:52:50.291917] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T22:52:50.413270] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:50.534189] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:50.655376] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:50.776605] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:50.903757] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:51.031023] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:51.160266] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:51.285838] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:51.410696] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:51.538377] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:51.538521] [INFO ] [CONFIGURE ] AORT: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T22:52:51.538564] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2432 tests
[2025-10-14T22:52:51.538598] [INFO ] [CONFIGURE ] AORT: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:52:51.538629] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T22:52:51.651938] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:51.769487] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:51.886177] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:52.006536] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:52.121041] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:52.235826] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:52.351875] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:52.475542] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:52.594567] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:52.718021] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:52.718190] [INFO ] [CONFIGURE ] AORT: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T22:52:52.718245] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2431 tests
[2025-10-14T22:52:52.718280] [INFO ] [CONFIGURE ] AORT: Testing feature 8/29: add_macd
[2025-10-14T22:52:52.718312] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T22:52:52.871421] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:53.027529] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:52:53.187322] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:52:53.342162] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:53.503964] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:53.661887] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:53.822137] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:54.004983] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:54.163329] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:52:54.325871] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:52:54.326285] [INFO ] [CONFIGURE ] AORT: DISCARDED add_macd (score: 60.00%)
[2025-10-14T22:52:54.326337] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2430 tests
[2025-10-14T22:52:54.326374] [INFO ] [CONFIGURE ] AORT: Testing feature 9/29: add_mfi
[2025-10-14T22:52:54.326432] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T22:52:54.470832] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:54.604344] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:54.736571] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:54.865672] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:54.992088] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:55.123994] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:55.252075] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:55.380146] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:55.514078] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:55.644670] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:55.644808] [INFO ] [CONFIGURE ] AORT: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T22:52:55.644858] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.4s/test | Remaining: 2429 tests
[2025-10-14T22:52:55.644893] [INFO ] [CONFIGURE ] AORT: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:52:55.644924] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:52:55.785875] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:52:55.929406] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:56.070720] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:56.213150] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:56.356900] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:52:56.501639] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:56.645614] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:56.790713] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:56.939517] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:57.086987] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:52:57.087126] [INFO ] [CONFIGURE ] AORT: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T22:52:57.087170] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2428 tests
[2025-10-14T22:52:57.087204] [INFO ] [CONFIGURE ] AORT: Testing feature 11/29: add_obv_daily
[2025-10-14T22:52:57.087236] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T22:52:57.206673] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:52:57.329119] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:52:57.449297] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:57.576390] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:57.703066] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:57.838122] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:57.976022] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:58.110393] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:58.239737] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:58.372792] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:52:58.373025] [INFO ] [CONFIGURE ] AORT: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T22:52:58.373102] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2427 tests
[2025-10-14T22:52:58.373169] [INFO ] [CONFIGURE ] AORT: Testing feature 12/29: add_obv_interval
[2025-10-14T22:52:58.373218] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T22:52:58.531349] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:52:58.657432] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:52:58.791187] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:52:58.925517] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:52:59.053254] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:52:59.179518] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:52:59.305261] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:52:59.432436] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:52:59.561432] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:52:59.688970] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:52:59.689134] [INFO ] [CONFIGURE ] AORT: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T22:52:59.689179] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.4s/test | Remaining: 2426 tests
[2025-10-14T22:52:59.689213] [INFO ] [CONFIGURE ] AORT: Testing feature 13/29: add_opening_strength
[2025-10-14T22:52:59.689243] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:52:59.817035] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:52:59.948612] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:53:00.078628] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:00.210164] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:00.346513] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:00.494269] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:00.629597] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:00.764132] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:00.901300] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:01.044174] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:01.044511] [INFO ] [CONFIGURE ] AORT: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T22:53:01.044572] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2425 tests
[2025-10-14T22:53:01.044613] [INFO ] [CONFIGURE ] AORT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:53:01.044676] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T22:53:01.179400] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:01.317490] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:01.453117] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:01.586857] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:01.737533] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:01.912478] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:02.060887] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:02.207610] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:02.360923] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:02.511190] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:02.511370] [INFO ] [CONFIGURE ] AORT: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T22:53:02.511418] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2424 tests
[2025-10-14T22:53:02.511456] [INFO ] [CONFIGURE ] AORT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:53:02.511490] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T22:53:02.634731] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:02.754071] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:02.884015] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:03.001997] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:03.123403] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:03.243494] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:03.366836] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:03.488497] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:03.613310] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:03.744733] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:03.744888] [INFO ] [CONFIGURE ] AORT: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T22:53:03.744933] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2423 tests
[2025-10-14T22:53:03.744969] [INFO ] [CONFIGURE ] AORT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:53:03.745002] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-14T22:53:03.877263] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:04.005996] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:53:04.139709] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:04.272049] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:04.401012] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:04.568895] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:04.699287] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:04.828708] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:04.963896] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:05.103507] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:05.103706] [INFO ] [CONFIGURE ] AORT: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T22:53:05.103767] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.4s/test | Remaining: 2422 tests
[2025-10-14T22:53:05.103806] [INFO ] [CONFIGURE ] AORT: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:53:05.103841] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-14T22:53:05.238751] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:05.365343] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:05.494585] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:05.629275] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:05.754292] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:05.879542] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:06.006226] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:06.140530] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:06.275322] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:06.409942] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:06.410100] [INFO ] [CONFIGURE ] AORT: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T22:53:06.410262] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2421 tests
[2025-10-14T22:53:06.410307] [INFO ] [CONFIGURE ] AORT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:53:06.410341] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-14T22:53:06.530381] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:06.648256] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:06.770746] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:06.890370] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:07.010490] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:07.131928] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:07.251449] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:07.377308] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:07.511743] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:53:07.642090] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:07.642256] [INFO ] [CONFIGURE ] AORT: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:53:07.642299] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.4s/test | Remaining: 2420 tests
[2025-10-14T22:53:07.642334] [INFO ] [CONFIGURE ] AORT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:53:07.642367] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-14T22:53:07.771712] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:07.896229] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:08.020024] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:08.142637] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:08.260910] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:08.378313] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:08.503333] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:08.626542] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:08.750165] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:08.888990] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:08.889164] [INFO ] [CONFIGURE ] AORT: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T22:53:08.889208] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2419 tests
[2025-10-14T22:53:08.889244] [INFO ] [CONFIGURE ] AORT: Testing feature 20/29: add_price_rejection
[2025-10-14T22:53:08.889277] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-14T22:53:09.017393] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:09.154166] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:09.292622] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:09.426943] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:09.563587] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:09.697018] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:09.832330] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:09.982493] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:10.127261] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:10.256832] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:10.256993] [INFO ] [CONFIGURE ] AORT: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T22:53:10.257038] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2418 tests
[2025-10-14T22:53:10.257071] [INFO ] [CONFIGURE ] AORT: Testing feature 21/29: add_range_position
[2025-10-14T22:53:10.257102] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-14T22:53:10.407169] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:10.553440] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:10.696800] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:10.839572] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:10.996127] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:11.138169] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:11.281969] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:11.429509] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:11.573571] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:11.713976] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:11.714157] [INFO ] [CONFIGURE ] AORT: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T22:53:11.714222] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2417 tests
[2025-10-14T22:53:11.714259] [INFO ] [CONFIGURE ] AORT: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:53:11.714291] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-14T22:53:11.871769] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:12.035966] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:12.192673] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:12.354006] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:12.522520] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:12.702118] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:12.882800] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:13.060718] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:13.243365] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:13.422638] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:13.422888] [INFO ] [CONFIGURE ] AORT: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T22:53:13.422969] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2416 tests
[2025-10-14T22:53:13.423025] [INFO ] [CONFIGURE ] AORT: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:53:13.423066] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-14T22:53:13.564631] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:13.705375] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:13.844325] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:13.990481] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:14.136371] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:14.277711] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:14.424554] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:14.568456] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:14.720949] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:14.870429] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:14.870664] [INFO ] [CONFIGURE ] AORT: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T22:53:14.870730] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2415 tests
[2025-10-14T22:53:14.870769] [INFO ] [CONFIGURE ] AORT: Testing feature 24/29: add_rsi
[2025-10-14T22:53:14.870801] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T22:53:15.034001] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:15.196826] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:15.360722] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:15.505398] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:15.651836] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:15.803968] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:15.951087] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:16.097302] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:16.244089] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:16.391327] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:16.391495] [INFO ] [CONFIGURE ] AORT: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:53:16.391538] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.4s/test | Remaining: 2414 tests
[2025-10-14T22:53:16.391573] [INFO ] [CONFIGURE ] AORT: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:53:16.391604] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-14T22:53:16.517796] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:16.643536] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:16.766460] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:16.889011] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:17.011158] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:17.137224] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:17.263688] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:17.384920] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:17.508143] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:17.631417] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:17.631524] [INFO ] [CONFIGURE ] AORT: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T22:53:17.631567] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2413 tests
[2025-10-14T22:53:17.631620] [INFO ] [CONFIGURE ] AORT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:53:17.631698] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-14T22:53:17.753114] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:17.876250] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:18.004722] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:18.176543] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:18.320663] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:18.453417] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:18.581468] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:53:18.711772] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:18.840189] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:18.970412] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:18.970606] [INFO ] [CONFIGURE ] AORT: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:53:18.970694] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2412 tests
[2025-10-14T22:53:18.970756] [INFO ] [CONFIGURE ] AORT: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:53:18.970832] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-14T22:53:19.104561] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:19.239987] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:19.383141] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:19.528055] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:19.667917] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:19.804628] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:19.941774] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:20.082922] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:20.224186] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:20.366085] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:20.366311] [INFO ] [CONFIGURE ] AORT: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T22:53:20.366365] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.4s/test | Remaining: 2411 tests
[2025-10-14T22:53:20.366401] [INFO ] [CONFIGURE ] AORT: Testing feature 28/29: add_volume_profile
[2025-10-14T22:53:20.366435] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-14T22:53:20.491207] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:53:20.615711] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:20.740667] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:20.877638] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:21.022569] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:21.152870] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:21.282467] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:21.416561] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:21.551134] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:21.681314] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:53:21.681488] [INFO ] [CONFIGURE ] AORT: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T22:53:21.681558] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2410 tests
[2025-10-14T22:53:21.681618] [INFO ] [CONFIGURE ] AORT: Testing feature 29/29: add_vwap
[2025-10-14T22:53:21.681685] [INFO ] [CONFIGURE ] AORT: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-14T22:53:21.827755] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:53:21.964754] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:53:22.106410] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:22.245616] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:53:22.389102] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:22.535249] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:22.677759] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:53:22.816258] [DEBUG] [FORECASTER] AORT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:22.954796] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:53:23.094278] [DEBUG] [FORECASTER] AORT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:53:23.094449] [INFO ] [CONFIGURE ] AORT: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T22:53:23.094493] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2409 tests
[2025-10-14T22:53:23.094528] [INFO ] [CONFIGURE ] AORT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:53:23.094558] [INFO ] [CONFIGURE ] AORT: Best accuracy: 80.00%
[2025-10-14T22:53:23.094589] [INFO ] [CONFIGURE ] AORT: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-14T22:53:23.094618] [INFO ] [CONFIGURE ] AORT: Improvement over baseline: 10.00%
[2025-10-14T22:53:23.094670] [INFO ] [CONFIGURE ] AORT: Total time: 39.8 seconds
[2025-10-14T22:53:23.094722] [INFO ] [CONFIGURE ] AORT: Average time per feature: 1.4 seconds
[2025-10-14T22:53:23.094753] [INFO ] [CONFIGURE ] AORT: Average speed: 0.73 features/sec
[2025-10-14T22:53:23.095251] [INFO ] [LOCAL     ] Saved configuration for AORT: 1 features, 80.00% accuracy -> ./output/feature-sets/AORT.json
[2025-10-14T22:53:23.095318] [INFO ] [CONFIGURE ] AORT: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T22:53:23.095425] [INFO ] [sig       ] [13/96] Successfully configured AORT | 0.02 sym/s | Total: 9.0m | ETA: 57.5m
[2025-10-14T22:53:23.095492] [INFO ] [sig       ] [14/96] Configuring AOS...
[2025-10-14T22:53:23.095532] [INFO ] [CONFIGURE ] AOS: Configurate test run.
[2025-10-14T22:53:23.095563] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOS' from 'https://tdm.silogroup.org/data/derivative_storage/AOS.csv'.
[2025-10-14T22:53:23.108756] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOS'.
[2025-10-14T22:53:23.109203] [INFO ] [CONFIGURE ] AOS: Testing with 29 available features
[2025-10-14T22:53:23.109259] [INFO ] [CONFIGURE ] AOS: Establishing baseline with no features...
[2025-10-14T22:53:23.219744] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:23.328602] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:23.439855] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:23.549495] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:23.656435] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:23.768844] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:23.885076] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:24.005978] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:24.123609] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:24.253073] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:24.253256] [INFO ] [CONFIGURE ] AOS: Baseline score (no features): 60.00%
[2025-10-14T22:53:24.253338] [INFO ] [CONFIGURE ] AOS: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:53:24.253389] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:53:24.389881] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:24.526283] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:24.650138] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:24.772588] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:24.898155] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:25.021619] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:25.146170] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:25.273367] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:25.401191] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:25.522278] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:25.522447] [INFO ] [CONFIGURE ] AOS: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T22:53:25.522491] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2408 tests
[2025-10-14T22:53:25.522525] [INFO ] [CONFIGURE ] AOS: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:53:25.522556] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:53:25.653065] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:25.837481] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:25.986955] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:26.120285] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:26.251349] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:26.373606] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:26.496099] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:26.626119] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:26.761111] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:26.893723] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:26.893880] [INFO ] [CONFIGURE ] AOS: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T22:53:26.893926] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.4s/test | Remaining: 2407 tests
[2025-10-14T22:53:26.893959] [INFO ] [CONFIGURE ] AOS: Testing feature 3/29: add_daily_returns
[2025-10-14T22:53:26.893989] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns']
[2025-10-14T22:53:27.010476] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:27.128497] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:27.239531] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:27.351086] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:27.462487] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:27.574117] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:27.689083] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:27.803181] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:27.918407] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:28.033214] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:28.033372] [INFO ] [CONFIGURE ] AOS: KEPT add_daily_returns (score: 70.00%)
[2025-10-14T22:53:28.033417] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.4s/test | Remaining: 2406 tests
[2025-10-14T22:53:28.033452] [INFO ] [CONFIGURE ] AOS: Testing feature 4/29: add_ema
[2025-10-14T22:53:28.033505] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-14T22:53:28.162264] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:28.291332] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:28.419855] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:28.549827] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:28.680613] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:28.825311] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:28.950943] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:29.082966] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:29.226421] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:29.372503] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:29.372709] [INFO ] [CONFIGURE ] AOS: DISCARDED add_ema (score: 40.00%)
[2025-10-14T22:53:29.372771] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.4s/test | Remaining: 2405 tests
[2025-10-14T22:53:29.372809] [INFO ] [CONFIGURE ] AOS: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:53:29.372841] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:53:29.506864] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:29.642621] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:29.777622] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:29.916104] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:53:30.050481] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:30.188470] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:30.324959] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:30.460889] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:30.597852] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:30.741033] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:30.741192] [INFO ] [CONFIGURE ] AOS: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T22:53:30.741237] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.4s/test | Remaining: 2404 tests
[2025-10-14T22:53:30.741271] [INFO ] [CONFIGURE ] AOS: Testing feature 6/29: add_failed_moves
[2025-10-14T22:53:30.741303] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-14T22:53:30.856585] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:30.970974] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.087268] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:31.203957] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.320928] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.443374] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.566886] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.697257] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:31.860040] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:31.982014] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:31.982182] [INFO ] [CONFIGURE ] AOS: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:53:31.982229] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.4s/test | Remaining: 2403 tests
[2025-10-14T22:53:31.982266] [INFO ] [CONFIGURE ] AOS: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:53:31.982299] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-14T22:53:32.092415] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:32.204662] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:32.321280] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:32.434478] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:32.543381] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:32.653887] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:32.762399] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:32.872230] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:32.981381] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:33.091978] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:33.092128] [INFO ] [CONFIGURE ] AOS: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T22:53:33.092171] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.4s/test | Remaining: 2402 tests
[2025-10-14T22:53:33.092207] [INFO ] [CONFIGURE ] AOS: Testing feature 8/29: add_macd
[2025-10-14T22:53:33.092241] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-14T22:53:33.243127] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:33.400261] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:33.545317] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:33.692428] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:53:33.837811] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:33.985090] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:34.136630] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:34.285249] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:53:34.434455] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:34.582042] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:34.582211] [INFO ] [CONFIGURE ] AOS: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:53:34.582258] [INFO ] [CONFIGURE ] JOB ETA: 56.0m | Avg: 1.4s/test | Remaining: 2401 tests
[2025-10-14T22:53:34.582294] [INFO ] [CONFIGURE ] AOS: Testing feature 9/29: add_mfi
[2025-10-14T22:53:34.582328] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-14T22:53:34.704397] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:34.829390] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:34.952405] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:35.076209] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:35.202798] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:35.331327] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:35.457064] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:35.587379] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:35.717082] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:35.852964] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:35.853156] [INFO ] [CONFIGURE ] AOS: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:53:35.853203] [INFO ] [CONFIGURE ] JOB ETA: 56.0m | Avg: 1.4s/test | Remaining: 2400 tests
[2025-10-14T22:53:35.853237] [INFO ] [CONFIGURE ] AOS: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:53:35.853269] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:53:35.994433] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:36.135356] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:36.279175] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:36.425718] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:36.564660] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:36.702951] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:36.854449] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:36.998710] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:37.151910] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:53:37.293070] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:37.293224] [INFO ] [CONFIGURE ] AOS: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T22:53:37.293268] [INFO ] [CONFIGURE ] JOB ETA: 56.0m | Avg: 1.4s/test | Remaining: 2399 tests
[2025-10-14T22:53:37.293303] [INFO ] [CONFIGURE ] AOS: Testing feature 11/29: add_obv_daily
[2025-10-14T22:53:37.293334] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-14T22:53:37.408470] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:53:37.525674] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:53:37.642563] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:37.763890] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:37.911396] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:38.032786] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:38.159812] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:38.288401] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:38.422609] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:38.551094] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:38.551466] [INFO ] [CONFIGURE ] AOS: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T22:53:38.551586] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.4s/test | Remaining: 2398 tests
[2025-10-14T22:53:38.551664] [INFO ] [CONFIGURE ] AOS: Testing feature 12/29: add_obv_interval
[2025-10-14T22:53:38.551722] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-14T22:53:38.671478] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:38.796271] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:53:38.917032] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:39.084749] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:39.214546] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:39.336029] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:39.459315] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:39.581573] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:39.703874] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:39.829348] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:39.829531] [INFO ] [CONFIGURE ] AOS: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-14T22:53:39.829578] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.4s/test | Remaining: 2397 tests
[2025-10-14T22:53:39.829612] [INFO ] [CONFIGURE ] AOS: Testing feature 13/29: add_opening_strength
[2025-10-14T22:53:39.829664] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:53:39.960289] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:40.089525] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:40.218811] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:40.348883] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:40.475493] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:40.600543] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:40.729240] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:40.855390] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:40.983800] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:41.117368] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:41.117508] [INFO ] [CONFIGURE ] AOS: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T22:53:41.117553] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.4s/test | Remaining: 2396 tests
[2025-10-14T22:53:41.117587] [INFO ] [CONFIGURE ] AOS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:53:41.117619] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-14T22:53:41.253055] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:41.394195] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:41.534824] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:41.675630] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:41.819008] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:41.960438] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:42.094358] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:42.234530] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:42.370926] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:42.508952] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:42.509126] [INFO ] [CONFIGURE ] AOS: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T22:53:42.509171] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.4s/test | Remaining: 2395 tests
[2025-10-14T22:53:42.509205] [INFO ] [CONFIGURE ] AOS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:53:42.509238] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-14T22:53:42.621249] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:42.738897] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:42.855903] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:42.972520] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:43.087949] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:43.204021] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:43.319897] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:43.433982] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:43.557098] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:53:43.685960] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:43.686135] [INFO ] [CONFIGURE ] AOS: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:53:43.686179] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.4s/test | Remaining: 2394 tests
[2025-10-14T22:53:43.686213] [INFO ] [CONFIGURE ] AOS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:53:43.686318] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-14T22:53:43.810011] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:43.961836] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:44.086945] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:44.214607] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:44.357828] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:44.485770] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:44.609913] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:44.738310] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:44.863857] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:45.003744] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:45.004024] [INFO ] [CONFIGURE ] AOS: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T22:53:45.004261] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.4s/test | Remaining: 2393 tests
[2025-10-14T22:53:45.004553] [INFO ] [CONFIGURE ] AOS: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:53:45.004710] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_return_2d']
[2025-10-14T22:53:45.145119] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:45.272975] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:45.400633] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:45.528606] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:45.657780] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:45.793578] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:45.928068] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:46.060821] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:46.192448] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:46.323169] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:46.323326] [INFO ] [CONFIGURE ] AOS: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T22:53:46.323371] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.4s/test | Remaining: 2392 tests
[2025-10-14T22:53:46.323405] [INFO ] [CONFIGURE ] AOS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:53:46.323436] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-14T22:53:46.441593] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:46.562979] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:46.679843] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:46.800414] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:46.925034] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:47.045098] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:47.173600] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:47.301707] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:47.424310] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:47.549955] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:47.550142] [INFO ] [CONFIGURE ] AOS: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:53:47.550207] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.4s/test | Remaining: 2391 tests
[2025-10-14T22:53:47.550259] [INFO ] [CONFIGURE ] AOS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:53:47.550316] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-14T22:53:47.665606] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:47.781239] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:47.896557] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:48.017868] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:48.136241] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:48.253503] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:48.371242] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:48.489172] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:48.607713] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:48.726273] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:48.726437] [INFO ] [CONFIGURE ] AOS: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:53:48.726482] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.4s/test | Remaining: 2390 tests
[2025-10-14T22:53:48.726517] [INFO ] [CONFIGURE ] AOS: Testing feature 20/29: add_price_rejection
[2025-10-14T22:53:48.726550] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_price_rejection']
[2025-10-14T22:53:48.851317] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:48.976593] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:49.101963] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:49.228391] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:49.354831] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:49.485766] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:49.612752] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:49.740996] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:49.868354] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:50.032238] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:50.032394] [INFO ] [CONFIGURE ] AOS: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T22:53:50.032480] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.4s/test | Remaining: 2389 tests
[2025-10-14T22:53:50.032523] [INFO ] [CONFIGURE ] AOS: Testing feature 21/29: add_range_position
[2025-10-14T22:53:50.032555] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_range_position']
[2025-10-14T22:53:50.170260] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:50.310339] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:50.446424] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:50.581862] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:50.720049] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:50.858145] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:51.002215] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:51.141275] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:51.277613] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:51.417476] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:51.417682] [INFO ] [CONFIGURE ] AOS: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:53:51.417746] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.4s/test | Remaining: 2388 tests
[2025-10-14T22:53:51.417784] [INFO ] [CONFIGURE ] AOS: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:53:51.417818] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_realized_volatility']
[2025-10-14T22:53:51.571128] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:51.726440] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:51.878786] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:52.029068] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:52.180988] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:52.344366] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:52.500397] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:52.653371] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:52.807254] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:52.965452] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:52.965635] [INFO ] [CONFIGURE ] AOS: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:53:52.965720] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.4s/test | Remaining: 2387 tests
[2025-10-14T22:53:52.965763] [INFO ] [CONFIGURE ] AOS: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:53:52.965796] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_recent_range_context']
[2025-10-14T22:53:53.100570] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:53.232265] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:53.375727] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:53.525904] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:53.688689] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:53.843469] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:54.026178] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:54.183093] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:54.340560] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:54.474071] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:54.474270] [INFO ] [CONFIGURE ] AOS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T22:53:54.474318] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.4s/test | Remaining: 2386 tests
[2025-10-14T22:53:54.474353] [INFO ] [CONFIGURE ] AOS: Testing feature 24/29: add_rsi
[2025-10-14T22:53:54.474385] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-14T22:53:54.622734] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:54.774830] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:54.915308] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:55.058158] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:55.194287] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:55.329674] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:55.464844] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:55.597230] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:55.741184] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:53:55.888897] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:55.889127] [INFO ] [CONFIGURE ] AOS: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T22:53:55.889196] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.4s/test | Remaining: 2385 tests
[2025-10-14T22:53:55.889255] [INFO ] [CONFIGURE ] AOS: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:53:55.889290] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_tick_distribution']
[2025-10-14T22:53:56.009283] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:56.132896] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:56.254527] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:53:56.375497] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:56.505018] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:53:56.639219] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:56.755925] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:56.870285] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:56.986902] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:57.107229] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:57.107393] [INFO ] [CONFIGURE ] AOS: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T22:53:57.107438] [INFO ] [CONFIGURE ] JOB ETA: 55.5m | Avg: 1.4s/test | Remaining: 2384 tests
[2025-10-14T22:53:57.107484] [INFO ] [CONFIGURE ] AOS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:53:57.107515] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-14T22:53:57.225510] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:57.355583] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:57.474154] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:57.593453] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:57.714848] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:57.834327] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:53:57.959691] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:53:58.083015] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:58.208474] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:58.330158] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:53:58.330354] [INFO ] [CONFIGURE ] AOS: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:53:58.330418] [INFO ] [CONFIGURE ] JOB ETA: 55.5m | Avg: 1.4s/test | Remaining: 2383 tests
[2025-10-14T22:53:58.330457] [INFO ] [CONFIGURE ] AOS: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:53:58.330488] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_volume_price_divergence']
[2025-10-14T22:53:58.456030] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:58.582555] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:53:58.710453] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:53:58.838009] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:53:58.972919] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:53:59.135978] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:53:59.272891] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:53:59.400840] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:53:59.534306] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:53:59.668456] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:53:59.668695] [INFO ] [CONFIGURE ] AOS: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:53:59.668757] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.4s/test | Remaining: 2382 tests
[2025-10-14T22:53:59.668794] [INFO ] [CONFIGURE ] AOS: Testing feature 28/29: add_volume_profile
[2025-10-14T22:53:59.668827] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_volume_profile']
[2025-10-14T22:53:59.785402] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:53:59.902426] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.018932] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:00.136233] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.252535] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.373175] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.492205] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.618579] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.740528] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:00.864627] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:54:00.864796] [INFO ] [CONFIGURE ] AOS: KEPT add_volume_profile (score: 80.00%)
[2025-10-14T22:54:00.864844] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.4s/test | Remaining: 2381 tests
[2025-10-14T22:54:00.864910] [INFO ] [CONFIGURE ] AOS: Testing feature 29/29: add_vwap
[2025-10-14T22:54:00.864958] [INFO ] [CONFIGURE ] AOS: Testing with features: ['add_daily_returns', 'add_volume_profile', 'add_vwap']
[2025-10-14T22:54:00.996059] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:01.128534] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:01.259425] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:01.388839] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:01.526674] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:01.656613] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:01.784820] [DEBUG] [FORECASTER] AOS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:54:01.914969] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:54:02.046129] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:02.180109] [DEBUG] [FORECASTER] AOS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:54:02.180258] [INFO ] [CONFIGURE ] AOS: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:54:02.180303] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.4s/test | Remaining: 2380 tests
[2025-10-14T22:54:02.180339] [INFO ] [CONFIGURE ] AOS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:54:02.180407] [INFO ] [CONFIGURE ] AOS: Best accuracy: 80.00%
[2025-10-14T22:54:02.180459] [INFO ] [CONFIGURE ] AOS: Best feature set (2 features): ['add_daily_returns', 'add_volume_profile']
[2025-10-14T22:54:02.180491] [INFO ] [CONFIGURE ] AOS: Improvement over baseline: 20.00%
[2025-10-14T22:54:02.180520] [INFO ] [CONFIGURE ] AOS: Total time: 37.9 seconds
[2025-10-14T22:54:02.180548] [INFO ] [CONFIGURE ] AOS: Average time per feature: 1.3 seconds
[2025-10-14T22:54:02.180576] [INFO ] [CONFIGURE ] AOS: Average speed: 0.76 features/sec
[2025-10-14T22:54:02.181095] [INFO ] [LOCAL     ] Saved configuration for AOS: 2 features, 80.00% accuracy -> ./output/feature-sets/AOS.json
[2025-10-14T22:54:02.181162] [INFO ] [CONFIGURE ] AOS: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T22:54:02.181275] [INFO ] [sig       ] [14/96] Successfully configured AOS | 0.02 sym/s | Total: 9.7m | ETA: 56.6m
[2025-10-14T22:54:02.181343] [INFO ] [sig       ] [15/96] Configuring AP...
[2025-10-14T22:54:02.181382] [INFO ] [CONFIGURE ] AP: Configurate test run.
[2025-10-14T22:54:02.181413] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AP' from 'https://tdm.silogroup.org/data/derivative_storage/AP.csv'.
[2025-10-14T22:54:02.191720] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AP'.
[2025-10-14T22:54:02.192176] [INFO ] [CONFIGURE ] AP: Testing with 29 available features
[2025-10-14T22:54:02.192232] [INFO ] [CONFIGURE ] AP: Establishing baseline with no features...
[2025-10-14T22:54:02.289279] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:02.384594] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:02.486013] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:02.597727] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:02.702411] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:02.807680] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:02.913183] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:03.023798] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:03.131327] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:03.237365] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:03.237514] [INFO ] [CONFIGURE ] AP: Baseline score (no features): 50.00%
[2025-10-14T22:54:03.237559] [INFO ] [CONFIGURE ] AP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:54:03.237595] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:54:03.350213] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:03.464259] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:03.577915] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:03.691801] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:03.814223] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:03.930064] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:04.045795] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:04.165957] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:04.286833] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:04.405088] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:04.405254] [INFO ] [CONFIGURE ] AP: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:54:04.405298] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.4s/test | Remaining: 2379 tests
[2025-10-14T22:54:04.405332] [INFO ] [CONFIGURE ] AP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:54:04.405364] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:54:04.526115] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:04.647331] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:04.771287] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:04.892545] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:05.016213] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:05.162094] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:05.284847] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:05.411110] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:05.537380] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:05.665024] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:05.665174] [INFO ] [CONFIGURE ] AP: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T22:54:05.665220] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.4s/test | Remaining: 2378 tests
[2025-10-14T22:54:05.665256] [INFO ] [CONFIGURE ] AP: Testing feature 3/29: add_daily_returns
[2025-10-14T22:54:05.665289] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:54:05.791580] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:05.922784] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:06.048953] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:06.177338] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:06.307276] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:06.435188] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:06.564309] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:06.693579] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:06.825251] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:06.966464] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:06.966632] [INFO ] [CONFIGURE ] AP: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:54:06.966714] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.4s/test | Remaining: 2377 tests
[2025-10-14T22:54:06.966757] [INFO ] [CONFIGURE ] AP: Testing feature 4/29: add_ema
[2025-10-14T22:54:06.966792] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T22:54:07.120176] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:07.260673] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:07.401544] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:07.547082] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:07.691483] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:07.836205] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:07.979933] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:08.122841] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:08.266343] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:08.411836] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:08.412060] [INFO ] [CONFIGURE ] AP: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:54:08.412112] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.4s/test | Remaining: 2376 tests
[2025-10-14T22:54:08.412147] [INFO ] [CONFIGURE ] AP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:54:08.412178] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:54:08.558625] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:08.705294] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:08.850842] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:08.997852] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:09.148597] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:09.298030] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:09.445476] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:09.598029] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:09.749233] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:09.899995] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:09.900145] [INFO ] [CONFIGURE ] AP: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T22:54:09.900191] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.4s/test | Remaining: 2375 tests
[2025-10-14T22:54:09.900226] [INFO ] [CONFIGURE ] AP: Testing feature 6/29: add_failed_moves
[2025-10-14T22:54:09.900259] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T22:54:10.029841] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:10.160253] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:10.289085] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:10.418259] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:10.546189] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:10.674198] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:10.802639] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:10.931803] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:11.062627] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:11.192933] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:11.193101] [INFO ] [CONFIGURE ] AP: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:54:11.193144] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.4s/test | Remaining: 2374 tests
[2025-10-14T22:54:11.193177] [INFO ] [CONFIGURE ] AP: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:54:11.193208] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T22:54:11.311021] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:11.458368] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:11.587277] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:11.712473] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:11.841867] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:11.969526] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:12.096991] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:12.224742] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:12.357485] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:12.487176] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:12.487358] [INFO ] [CONFIGURE ] AP: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:54:12.487403] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.4s/test | Remaining: 2373 tests
[2025-10-14T22:54:12.487437] [INFO ] [CONFIGURE ] AP: Testing feature 8/29: add_macd
[2025-10-14T22:54:12.487469] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T22:54:12.653427] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:12.819011] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:12.983181] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:13.154359] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:13.320372] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:13.486718] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:13.652606] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:13.822358] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:13.991436] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:14.161610] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:14.161837] [INFO ] [CONFIGURE ] AP: DISCARDED add_macd (score: 50.00%)
[2025-10-14T22:54:14.161889] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.4s/test | Remaining: 2372 tests
[2025-10-14T22:54:14.161924] [INFO ] [CONFIGURE ] AP: Testing feature 9/29: add_mfi
[2025-10-14T22:54:14.161956] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T22:54:14.306435] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:14.458036] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:14.601216] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:14.749125] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:14.892923] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:15.037672] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:15.182447] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:15.328188] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:15.474791] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:15.616279] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:15.616476] [INFO ] [CONFIGURE ] AP: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:54:15.616522] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.4s/test | Remaining: 2371 tests
[2025-10-14T22:54:15.616556] [INFO ] [CONFIGURE ] AP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:54:15.616588] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:54:15.763851] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:15.913973] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:16.063666] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:16.216218] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:16.368345] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:16.519415] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:16.698628] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:16.853097] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:17.005236] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:17.164236] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:17.164387] [INFO ] [CONFIGURE ] AP: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T22:54:17.164433] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.4s/test | Remaining: 2370 tests
[2025-10-14T22:54:17.164467] [INFO ] [CONFIGURE ] AP: Testing feature 11/29: add_obv_daily
[2025-10-14T22:54:17.164500] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T22:54:17.292371] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:17.419500] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:17.553441] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:17.681247] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:17.811125] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:17.944951] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:18.076973] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:18.208051] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:18.334344] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:18.461635] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:18.461807] [INFO ] [CONFIGURE ] AP: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T22:54:18.461854] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.4s/test | Remaining: 2369 tests
[2025-10-14T22:54:18.461889] [INFO ] [CONFIGURE ] AP: Testing feature 12/29: add_obv_interval
[2025-10-14T22:54:18.461921] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T22:54:18.583983] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:18.711366] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:18.837570] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:18.973289] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:19.102251] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:19.231536] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:19.362300] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:19.493743] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:19.624504] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:19.757464] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:19.757664] [INFO ] [CONFIGURE ] AP: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:54:19.757727] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.4s/test | Remaining: 2368 tests
[2025-10-14T22:54:19.757767] [INFO ] [CONFIGURE ] AP: Testing feature 13/29: add_opening_strength
[2025-10-14T22:54:19.757806] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:54:19.894872] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:20.033068] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:20.174466] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:20.319773] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:20.482754] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:20.629967] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:20.769034] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:54:20.906677] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:21.045880] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:21.196095] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:21.196288] [INFO ] [CONFIGURE ] AP: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T22:54:21.196334] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.4s/test | Remaining: 2367 tests
[2025-10-14T22:54:21.196368] [INFO ] [CONFIGURE ] AP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:54:21.196400] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T22:54:21.347608] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:21.497149] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:21.638757] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:21.778356] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:21.921285] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:22.061708] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:54:22.202817] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:22.343239] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:22.487193] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:22.629525] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:22.629668] [INFO ] [CONFIGURE ] AP: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T22:54:22.629750] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.4s/test | Remaining: 2366 tests
[2025-10-14T22:54:22.629789] [INFO ] [CONFIGURE ] AP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:54:22.629821] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T22:54:22.756419] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:22.880840] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:23.004925] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:23.127622] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:23.258698] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:23.387243] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:23.513121] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:23.640903] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:23.766342] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:23.955467] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:23.955620] [INFO ] [CONFIGURE ] AP: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:54:23.955695] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.4s/test | Remaining: 2365 tests
[2025-10-14T22:54:23.955743] [INFO ] [CONFIGURE ] AP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:54:23.955776] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T22:54:24.091400] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:24.221517] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:24.355768] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:24.487306] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:24.625203] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:24.760017] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:24.899230] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:25.039487] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:54:25.178782] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:25.316940] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:25.317117] [INFO ] [CONFIGURE ] AP: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T22:54:25.317165] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.4s/test | Remaining: 2364 tests
[2025-10-14T22:54:25.317201] [INFO ] [CONFIGURE ] AP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:54:25.317235] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T22:54:25.476333] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:25.611141] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:25.746173] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:25.884927] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:26.021618] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:26.160001] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:26.298055] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:26.438727] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:26.609879] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:26.754727] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:26.754902] [INFO ] [CONFIGURE ] AP: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:54:26.754947] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.4s/test | Remaining: 2363 tests
[2025-10-14T22:54:26.754982] [INFO ] [CONFIGURE ] AP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:54:26.755018] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T22:54:26.887707] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:27.011718] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:27.135164] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:27.259044] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:27.383574] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:27.507744] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:54:27.633624] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:54:27.767295] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:27.894239] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:28.025188] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:28.025360] [INFO ] [CONFIGURE ] AP: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T22:54:28.025402] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.4s/test | Remaining: 2362 tests
[2025-10-14T22:54:28.025444] [INFO ] [CONFIGURE ] AP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:54:28.025476] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T22:54:28.150776] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:28.277627] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:28.405339] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:28.531735] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:28.656442] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:28.785770] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:28.912580] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:29.040965] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:29.172961] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:29.305565] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:29.305762] [INFO ] [CONFIGURE ] AP: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:54:29.305814] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.4s/test | Remaining: 2361 tests
[2025-10-14T22:54:29.305849] [INFO ] [CONFIGURE ] AP: Testing feature 20/29: add_price_rejection
[2025-10-14T22:54:29.305880] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-14T22:54:29.440912] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:29.579595] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:29.715020] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:29.850176] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:29.986613] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:30.126160] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:54:30.316835] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:30.458811] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:30.606465] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:30.758111] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:30.758280] [INFO ] [CONFIGURE ] AP: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T22:54:30.758326] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.4s/test | Remaining: 2360 tests
[2025-10-14T22:54:30.758362] [INFO ] [CONFIGURE ] AP: Testing feature 21/29: add_range_position
[2025-10-14T22:54:30.758394] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-14T22:54:30.907861] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:31.056521] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:31.200468] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:31.349196] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:31.498022] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:31.653352] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:31.805482] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:31.967338] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:32.121168] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:32.270476] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:32.270678] [INFO ] [CONFIGURE ] AP: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T22:54:32.270741] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.4s/test | Remaining: 2359 tests
[2025-10-14T22:54:32.270780] [INFO ] [CONFIGURE ] AP: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:54:32.270812] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T22:54:32.429826] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:32.586364] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:32.743460] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:32.901523] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:33.058764] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:33.219901] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:33.383355] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:33.544362] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:33.719337] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:33.897071] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:33.897224] [INFO ] [CONFIGURE ] AP: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T22:54:33.897269] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.4s/test | Remaining: 2358 tests
[2025-10-14T22:54:33.897306] [INFO ] [CONFIGURE ] AP: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:54:33.897338] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T22:54:34.030487] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:34.165144] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:34.307366] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:34.444589] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:34.578004] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:34.713742] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:34.855320] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:34.991574] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:35.137619] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:35.279431] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:35.279595] [INFO ] [CONFIGURE ] AP: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T22:54:35.279639] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.4s/test | Remaining: 2357 tests
[2025-10-14T22:54:35.279720] [INFO ] [CONFIGURE ] AP: Testing feature 24/29: add_rsi
[2025-10-14T22:54:35.279756] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T22:54:35.434035] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:35.589600] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:35.744019] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:54:35.896557] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:36.049866] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:36.203911] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:36.372495] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:36.535009] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:36.703403] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:36.862958] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:36.863117] [INFO ] [CONFIGURE ] AP: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T22:54:36.863161] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.4s/test | Remaining: 2356 tests
[2025-10-14T22:54:36.863197] [INFO ] [CONFIGURE ] AP: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:54:36.863228] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T22:54:36.998439] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:37.148588] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:37.291419] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:37.431198] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:37.566980] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:37.708665] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:37.859067] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:37.996340] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:38.138550] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:38.280393] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:38.280611] [INFO ] [CONFIGURE ] AP: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T22:54:38.280700] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.4s/test | Remaining: 2355 tests
[2025-10-14T22:54:38.280748] [INFO ] [CONFIGURE ] AP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:54:38.280783] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T22:54:38.423234] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:38.558527] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:38.726764] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:38.862322] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:39.006519] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:39.144390] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:39.276500] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:54:39.411227] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:39.550246] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:39.684105] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:54:39.684257] [INFO ] [CONFIGURE ] AP: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T22:54:39.684303] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.4s/test | Remaining: 2354 tests
[2025-10-14T22:54:39.684337] [INFO ] [CONFIGURE ] AP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:54:39.684368] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T22:54:39.845699] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:39.989337] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:54:40.130898] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:40.272913] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:40.418005] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:40.575115] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:40.721260] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:54:40.867814] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:41.013297] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:41.164177] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:41.164377] [INFO ] [CONFIGURE ] AP: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T22:54:41.164472] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.4s/test | Remaining: 2353 tests
[2025-10-14T22:54:41.164527] [INFO ] [CONFIGURE ] AP: Testing feature 28/29: add_volume_profile
[2025-10-14T22:54:41.164562] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_volume_profile']
[2025-10-14T22:54:41.296709] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:41.427862] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:41.562776] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:41.695513] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:41.832328] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:41.969549] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:42.114559] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:42.248017] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:42.383481] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:42.523241] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:42.523448] [INFO ] [CONFIGURE ] AP: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T22:54:42.523496] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.4s/test | Remaining: 2352 tests
[2025-10-14T22:54:42.523586] [INFO ] [CONFIGURE ] AP: Testing feature 29/29: add_vwap
[2025-10-14T22:54:42.523631] [INFO ] [CONFIGURE ] AP: Testing with features: ['add_cumulative_delta', 'add_vwap']
[2025-10-14T22:54:42.658798] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:42.802631] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:54:42.946336] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:54:43.104456] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:43.267735] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:43.425897] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:54:43.562746] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:54:43.706348] [DEBUG] [FORECASTER] AP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:54:43.852973] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:44.011616] [DEBUG] [FORECASTER] AP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:54:44.011825] [INFO ] [CONFIGURE ] AP: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:54:44.011876] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.4s/test | Remaining: 2351 tests
[2025-10-14T22:54:44.011937] [INFO ] [CONFIGURE ] AP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:54:44.011993] [INFO ] [CONFIGURE ] AP: Best accuracy: 60.00%
[2025-10-14T22:54:44.012030] [INFO ] [CONFIGURE ] AP: Best feature set (1 features): ['add_cumulative_delta']
[2025-10-14T22:54:44.012059] [INFO ] [CONFIGURE ] AP: Improvement over baseline: 10.00%
[2025-10-14T22:54:44.012109] [INFO ] [CONFIGURE ] AP: Total time: 40.8 seconds
[2025-10-14T22:54:44.012165] [INFO ] [CONFIGURE ] AP: Average time per feature: 1.4 seconds
[2025-10-14T22:54:44.012198] [INFO ] [CONFIGURE ] AP: Average speed: 0.71 features/sec
[2025-10-14T22:54:44.012741] [INFO ] [LOCAL     ] Saved configuration for AP: 1 features, 60.00% accuracy -> ./output/feature-sets/AP.json
[2025-10-14T22:54:44.012810] [INFO ] [CONFIGURE ] AP: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-14T22:54:44.012922] [INFO ] [sig       ] [15/96] Successfully configured AP | 0.02 sym/s | Total: 10.4m | ETA: 55.9m
[2025-10-14T22:54:44.012991] [INFO ] [sig       ] [16/96] Configuring APLE...
[2025-10-14T22:54:44.013032] [INFO ] [CONFIGURE ] APLE: Configurate test run.
[2025-10-14T22:54:44.013064] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APLE' from 'https://tdm.silogroup.org/data/derivative_storage/APLE.csv'.
[2025-10-14T22:54:44.025965] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APLE'.
[2025-10-14T22:54:44.026446] [INFO ] [CONFIGURE ] APLE: Testing with 29 available features
[2025-10-14T22:54:44.026515] [INFO ] [CONFIGURE ] APLE: Establishing baseline with no features...
[2025-10-14T22:54:44.145879] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:44.251077] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:44.363681] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:44.472974] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:44.585426] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:44.704966] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:44.817942] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:44.948970] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:45.062164] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:45.174209] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:45.174359] [INFO ] [CONFIGURE ] APLE: Baseline score (no features): 60.00%
[2025-10-14T22:54:45.174403] [INFO ] [CONFIGURE ] APLE: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:54:45.174436] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:54:45.300955] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:45.425349] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:54:45.550813] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:45.678631] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:45.801921] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:45.916073] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:46.035294] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:46.160358] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:46.289249] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:54:46.424457] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:54:46.424703] [INFO ] [CONFIGURE ] APLE: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:54:46.424784] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.4s/test | Remaining: 2350 tests
[2025-10-14T22:54:46.424859] [INFO ] [CONFIGURE ] APLE: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:54:46.424933] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:54:46.576247] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:46.735906] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:54:46.884860] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:47.028046] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:47.187367] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:47.322638] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:47.452897] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:54:47.592323] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:47.736259] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:47.867458] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:47.867614] [INFO ] [CONFIGURE ] APLE: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T22:54:47.867687] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.4s/test | Remaining: 2349 tests
[2025-10-14T22:54:47.867737] [INFO ] [CONFIGURE ] APLE: Testing feature 3/29: add_daily_returns
[2025-10-14T22:54:47.867820] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_daily_returns']
[2025-10-14T22:54:47.977587] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:48.088960] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:54:48.198952] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:48.312112] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:48.425300] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:48.538854] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:48.652021] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:48.768286] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:48.882147] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:48.995618] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:48.995804] [INFO ] [CONFIGURE ] APLE: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:54:48.995855] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.4s/test | Remaining: 2348 tests
[2025-10-14T22:54:48.995892] [INFO ] [CONFIGURE ] APLE: Testing feature 4/29: add_ema
[2025-10-14T22:54:48.995925] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_ema']
[2025-10-14T22:54:49.122718] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:49.246557] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:54:49.371270] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:49.496338] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:49.622397] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:49.753118] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:49.879971] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:50.014414] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:50.145842] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:50.393998] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:54:50.394177] [INFO ] [CONFIGURE ] APLE: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:54:50.394222] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.4s/test | Remaining: 2347 tests
[2025-10-14T22:54:50.394275] [INFO ] [CONFIGURE ] APLE: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:54:50.394309] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:54:50.526850] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:50.660581] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:50.824168] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:50.965660] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:51.102493] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:51.238341] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:51.378768] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:51.515830] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:51.656148] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:51.792480] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:51.792723] [INFO ] [CONFIGURE ] APLE: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T22:54:51.792787] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.4s/test | Remaining: 2346 tests
[2025-10-14T22:54:51.792824] [INFO ] [CONFIGURE ] APLE: Testing feature 6/29: add_failed_moves
[2025-10-14T22:54:51.792856] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_failed_moves']
[2025-10-14T22:54:51.914101] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:52.032201] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:52.150342] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:52.287129] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:52.422549] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:52.576343] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:52.714932] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:52.843002] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:52.971991] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:53.100092] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:53.100293] [INFO ] [CONFIGURE ] APLE: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:54:53.100339] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2345 tests
[2025-10-14T22:54:53.100374] [INFO ] [CONFIGURE ] APLE: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:54:53.100406] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_lag_shelf']
[2025-10-14T22:54:53.219504] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:53.342765] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:53.462163] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:53.582906] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:53.701679] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:53.836810] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:53.972468] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:54.093955] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:54.215542] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:54.332193] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:54.332421] [INFO ] [CONFIGURE ] APLE: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:54:54.332532] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2344 tests
[2025-10-14T22:54:54.332580] [INFO ] [CONFIGURE ] APLE: Testing feature 8/29: add_macd
[2025-10-14T22:54:54.332618] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:54:54.496521] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:54.664528] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:54:54.833806] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:54:54.997803] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:54:55.157960] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:54:55.325503] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:55.485845] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:55.656202] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:55.820296] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:55.980109] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:55.980391] [INFO ] [CONFIGURE ] APLE: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:54:55.980459] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2343 tests
[2025-10-14T22:54:55.980502] [INFO ] [CONFIGURE ] APLE: Testing feature 9/29: add_mfi
[2025-10-14T22:54:55.980538] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi']
[2025-10-14T22:54:56.109672] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:56.240470] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:56.381473] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:56.521019] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:56.660228] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:56.795231] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:56.957469] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:57.105353] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:57.241817] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:57.381184] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:57.381478] [INFO ] [CONFIGURE ] APLE: KEPT add_mfi (score: 70.00%)
[2025-10-14T22:54:57.381528] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2342 tests
[2025-10-14T22:54:57.381601] [INFO ] [CONFIGURE ] APLE: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:54:57.381688] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:54:57.554193] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:54:57.714692] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:57.889397] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:58.048099] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:58.202714] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:58.358544] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:58.516149] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:54:58.672376] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:54:58.832976] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:54:59.004294] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:54:59.004459] [INFO ] [CONFIGURE ] APLE: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T22:54:59.004502] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2341 tests
[2025-10-14T22:54:59.004537] [INFO ] [CONFIGURE ] APLE: Testing feature 11/29: add_obv_daily
[2025-10-14T22:54:59.004568] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_obv_daily']
[2025-10-14T22:54:59.134010] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:54:59.267636] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:54:59.405808] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:54:59.549729] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:54:59.684513] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:54:59.817204] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:54:59.952008] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:00.091044] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:00.228560] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:00.371486] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:00.371680] [INFO ] [CONFIGURE ] APLE: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T22:55:00.371754] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.4s/test | Remaining: 2340 tests
[2025-10-14T22:55:00.371819] [INFO ] [CONFIGURE ] APLE: Testing feature 12/29: add_obv_interval
[2025-10-14T22:55:00.371859] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_obv_interval']
[2025-10-14T22:55:00.512823] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:00.644512] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:00.784097] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:00.917561] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:01.053638] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:01.190432] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:55:01.325486] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:01.464531] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:01.609780] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:01.752432] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:01.752616] [INFO ] [CONFIGURE ] APLE: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T22:55:01.752708] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.4s/test | Remaining: 2339 tests
[2025-10-14T22:55:01.752830] [INFO ] [CONFIGURE ] APLE: Testing feature 13/29: add_opening_strength
[2025-10-14T22:55:01.752873] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:55:01.907445] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:02.080926] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:02.232611] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:02.414481] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:02.571802] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:02.723726] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:02.878016] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:03.035091] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:03.191667] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:03.335949] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:03.336119] [INFO ] [CONFIGURE ] APLE: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T22:55:03.336162] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.4s/test | Remaining: 2338 tests
[2025-10-14T22:55:03.336197] [INFO ] [CONFIGURE ] APLE: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:55:03.336228] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_order_flow_imbalance']
[2025-10-14T22:55:03.484965] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:03.640818] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:03.788534] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:55:03.934903] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:04.077748] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:04.222382] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:04.379085] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:55:04.530711] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:04.680280] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:04.833424] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:04.833606] [INFO ] [CONFIGURE ] APLE: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T22:55:04.833681] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.4s/test | Remaining: 2337 tests
[2025-10-14T22:55:04.833738] [INFO ] [CONFIGURE ] APLE: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:55:04.833775] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T22:55:04.972373] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:05.100145] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:05.227638] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:55:05.358693] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:05.494063] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:05.625333] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:05.756561] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:05.886513] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:06.019744] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:06.150890] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:06.151069] [INFO ] [CONFIGURE ] APLE: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T22:55:06.151113] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.4s/test | Remaining: 2336 tests
[2025-10-14T22:55:06.151146] [INFO ] [CONFIGURE ] APLE: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:55:06.151179] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T22:55:06.286337] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:06.465799] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:06.598860] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:06.731023] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:06.862522] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:06.997135] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:07.134158] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:07.272245] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:07.414298] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:07.551962] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:07.552145] [INFO ] [CONFIGURE ] APLE: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T22:55:07.552190] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.4s/test | Remaining: 2335 tests
[2025-10-14T22:55:07.552225] [INFO ] [CONFIGURE ] APLE: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:55:07.552256] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_return_2d']
[2025-10-14T22:55:07.683328] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:07.838341] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:07.979443] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:08.112232] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:08.244963] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:08.381788] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:08.516865] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:08.647709] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:08.783476] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:55:08.918582] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:08.918764] [INFO ] [CONFIGURE ] APLE: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:55:08.918816] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2334 tests
[2025-10-14T22:55:08.918870] [INFO ] [CONFIGURE ] APLE: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:55:08.918904] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T22:55:09.062221] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:09.203757] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:09.335785] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:09.468088] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:55:09.602261] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:09.736923] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:09.873119] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:10.009910] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:10.155070] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:10.292991] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:10.293173] [INFO ] [CONFIGURE ] APLE: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T22:55:10.293217] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2333 tests
[2025-10-14T22:55:10.293252] [INFO ] [CONFIGURE ] APLE: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:55:10.293284] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T22:55:10.424181] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:10.555153] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:10.686456] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:10.820921] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:10.955394] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:11.083863] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:11.219030] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:11.365097] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:11.495050] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:11.624840] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:11.625026] [INFO ] [CONFIGURE ] APLE: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:55:11.625082] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2332 tests
[2025-10-14T22:55:11.625120] [INFO ] [CONFIGURE ] APLE: Testing feature 20/29: add_price_rejection
[2025-10-14T22:55:11.625169] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_price_rejection']
[2025-10-14T22:55:11.763627] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:11.905212] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:12.056359] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:55:12.192918] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:12.346856] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:12.499198] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:12.639369] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:12.778270] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:12.919856] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:13.059930] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:13.060091] [INFO ] [CONFIGURE ] APLE: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T22:55:13.060136] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2331 tests
[2025-10-14T22:55:13.060172] [INFO ] [CONFIGURE ] APLE: Testing feature 21/29: add_range_position
[2025-10-14T22:55:13.060204] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_range_position']
[2025-10-14T22:55:13.216424] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:13.359449] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:13.503023] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:13.648466] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:13.791065] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:13.934823] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:14.077624] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:14.221522] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:14.365824] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:14.510750] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:14.510907] [INFO ] [CONFIGURE ] APLE: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:55:14.510952] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2330 tests
[2025-10-14T22:55:14.510987] [INFO ] [CONFIGURE ] APLE: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:55:14.511019] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility']
[2025-10-14T22:55:14.663456] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:14.819920] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:14.982076] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:15.140764] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:15.299739] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:15.462126] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:15.622936] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:15.786215] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:15.950037] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:16.115277] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:16.115465] [INFO ] [CONFIGURE ] APLE: KEPT add_realized_volatility (score: 80.00%)
[2025-10-14T22:55:16.115510] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2329 tests
[2025-10-14T22:55:16.115545] [INFO ] [CONFIGURE ] APLE: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:55:16.115577] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_recent_range_context']
[2025-10-14T22:55:16.290238] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:16.461083] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:16.636510] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:16.810412] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:16.990073] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.169154] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.339845] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.508720] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.679108] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.848822] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:17.848980] [INFO ] [CONFIGURE ] APLE: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T22:55:17.849024] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2328 tests
[2025-10-14T22:55:17.849059] [INFO ] [CONFIGURE ] APLE: Testing feature 24/29: add_rsi
[2025-10-14T22:55:17.849090] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-14T22:55:18.031039] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:18.221933] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:18.407425] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:18.589580] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:18.779726] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:18.966440] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:19.149444] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:19.333333] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:19.519360] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:19.710578] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:19.710750] [INFO ] [CONFIGURE ] APLE: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:55:19.710802] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2327 tests
[2025-10-14T22:55:19.710839] [INFO ] [CONFIGURE ] APLE: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:55:19.710871] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_tick_distribution']
[2025-10-14T22:55:19.872050] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:20.033131] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:20.198472] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:55:20.368936] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:20.536497] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:20.700785] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:55:20.864380] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:21.028602] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:21.210497] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:21.392097] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:21.392274] [INFO ] [CONFIGURE ] APLE: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T22:55:21.392319] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2326 tests
[2025-10-14T22:55:21.392355] [INFO ] [CONFIGURE ] APLE: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:55:21.392387] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-14T22:55:21.569019] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:21.739085] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:21.911020] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:55:22.079212] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:55:22.246119] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:22.414175] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:22.580811] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:22.748354] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:22.920762] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:23.089098] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:23.089253] [INFO ] [CONFIGURE ] APLE: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T22:55:23.089295] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2325 tests
[2025-10-14T22:55:23.089333] [INFO ] [CONFIGURE ] APLE: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:55:23.089365] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_volume_price_divergence']
[2025-10-14T22:55:23.269568] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:23.449039] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:23.622537] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:23.796789] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:23.977161] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:55:24.181054] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:55:24.365485] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:24.558046] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:24.749162] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:24.934331] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:24.934515] [INFO ] [CONFIGURE ] APLE: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T22:55:24.934578] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2324 tests
[2025-10-14T22:55:24.934616] [INFO ] [CONFIGURE ] APLE: Testing feature 28/29: add_volume_profile
[2025-10-14T22:55:24.934673] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_volume_profile']
[2025-10-14T22:55:25.096596] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:55:25.266798] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:25.440498] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:25.612422] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:25.779873] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:55:25.945052] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:55:26.115728] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:26.284869] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:26.452848] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:26.623637] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:26.623843] [INFO ] [CONFIGURE ] APLE: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:55:26.623889] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2323 tests
[2025-10-14T22:55:26.623924] [INFO ] [CONFIGURE ] APLE: Testing feature 29/29: add_vwap
[2025-10-14T22:55:26.623955] [INFO ] [CONFIGURE ] APLE: Testing with features: ['add_mfi', 'add_realized_volatility', 'add_vwap']
[2025-10-14T22:55:26.798492] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:55:26.972437] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:27.154047] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:27.331359] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:55:27.503860] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:55:27.678120] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T22:55:27.850291] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:55:28.025593] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:55:28.200511] [DEBUG] [FORECASTER] APLE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:55:28.378419] [DEBUG] [FORECASTER] APLE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:28.378607] [INFO ] [CONFIGURE ] APLE: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T22:55:28.378695] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.4s/test | Remaining: 2322 tests
[2025-10-14T22:55:28.378748] [INFO ] [CONFIGURE ] APLE: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:55:28.378782] [INFO ] [CONFIGURE ] APLE: Best accuracy: 80.00%
[2025-10-14T22:55:28.378815] [INFO ] [CONFIGURE ] APLE: Best feature set (2 features): ['add_mfi', 'add_realized_volatility']
[2025-10-14T22:55:28.378845] [INFO ] [CONFIGURE ] APLE: Improvement over baseline: 20.00%
[2025-10-14T22:55:28.378874] [INFO ] [CONFIGURE ] APLE: Total time: 43.2 seconds
[2025-10-14T22:55:28.378903] [INFO ] [CONFIGURE ] APLE: Average time per feature: 1.5 seconds
[2025-10-14T22:55:28.378933] [INFO ] [CONFIGURE ] APLE: Average speed: 0.67 features/sec
[2025-10-14T22:55:28.379494] [INFO ] [LOCAL     ] Saved configuration for APLE: 2 features, 80.00% accuracy -> ./output/feature-sets/APLE.json
[2025-10-14T22:55:28.379562] [INFO ] [CONFIGURE ] APLE: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T22:55:28.379671] [INFO ] [sig       ] [16/96] Successfully configured APLE | 0.02 sym/s | Total: 11.1m | ETA: 55.5m
[2025-10-14T22:55:28.379740] [INFO ] [sig       ] [17/96] Configuring ARCO...
[2025-10-14T22:55:28.379783] [INFO ] [CONFIGURE ] ARCO: Configurate test run.
[2025-10-14T22:55:28.379845] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARCO' from 'https://tdm.silogroup.org/data/derivative_storage/ARCO.csv'.
[2025-10-14T22:55:28.392413] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARCO'.
[2025-10-14T22:55:28.392878] [INFO ] [CONFIGURE ] ARCO: Testing with 29 available features
[2025-10-14T22:55:28.392934] [INFO ] [CONFIGURE ] ARCO: Establishing baseline with no features...
[2025-10-14T22:55:28.494598] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:28.596446] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:28.699444] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:28.805049] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:28.909291] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:29.029845] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:29.145210] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:29.249579] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:29.364766] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:29.485671] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:29.485818] [INFO ] [CONFIGURE ] ARCO: Baseline score (no features): 60.00%
[2025-10-14T22:55:29.485863] [INFO ] [CONFIGURE ] ARCO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:55:29.485898] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:55:29.601161] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:55:29.719888] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:29.835261] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:29.960209] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:30.080315] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:30.231471] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:30.348035] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:30.465716] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:30.582981] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:55:30.707498] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:30.707722] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T22:55:30.707779] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2321 tests
[2025-10-14T22:55:30.707817] [INFO ] [CONFIGURE ] ARCO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:55:30.707850] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:55:30.828323] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:55:30.949702] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:31.073285] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:31.204815] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:31.336878] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:31.459024] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:31.588290] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:31.717826] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:31.843950] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:31.971556] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:31.971733] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T22:55:31.971786] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2320 tests
[2025-10-14T22:55:31.971832] [INFO ] [CONFIGURE ] ARCO: Testing feature 3/29: add_daily_returns
[2025-10-14T22:55:31.971888] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns']
[2025-10-14T22:55:32.077685] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:32.183814] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:32.295804] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:32.417347] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:32.535612] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:32.656023] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:32.768055] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:32.886407] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:33.002402] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:33.116024] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:33.116202] [INFO ] [CONFIGURE ] ARCO: KEPT add_daily_returns (score: 70.00%)
[2025-10-14T22:55:33.116263] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.4s/test | Remaining: 2319 tests
[2025-10-14T22:55:33.116301] [INFO ] [CONFIGURE ] ARCO: Testing feature 4/29: add_ema
[2025-10-14T22:55:33.116333] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-14T22:55:33.269862] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:33.400005] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:33.525065] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:33.650344] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:33.776717] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:33.906331] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:34.036777] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:34.163993] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:34.293198] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:34.423833] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:34.424021] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_ema (score: 60.00%)
[2025-10-14T22:55:34.424067] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.4s/test | Remaining: 2318 tests
[2025-10-14T22:55:34.424104] [INFO ] [CONFIGURE ] ARCO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:55:34.424136] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:55:34.560724] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:34.711166] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:34.863988] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:35.001367] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:35.139165] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:35.278082] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:35.421579] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:35.581781] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:35.727801] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:35.869127] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:35.869312] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T22:55:35.869408] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.4s/test | Remaining: 2317 tests
[2025-10-14T22:55:35.869501] [INFO ] [CONFIGURE ] ARCO: Testing feature 6/29: add_failed_moves
[2025-10-14T22:55:35.869551] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-14T22:55:35.987493] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:36.111969] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:36.232032] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:36.354536] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:36.474345] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:36.600057] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:36.728981] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:36.856855] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:36.979624] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.104494] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:37.104698] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:55:37.104771] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.4s/test | Remaining: 2316 tests
[2025-10-14T22:55:37.104812] [INFO ] [CONFIGURE ] ARCO: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:55:37.104847] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-14T22:55:37.214806] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:37.324577] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.437440] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:37.544155] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.651039] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.759161] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.868089] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:37.980724] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:38.095410] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:38.204787] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:38.204938] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T22:55:38.204982] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.4s/test | Remaining: 2315 tests
[2025-10-14T22:55:38.205016] [INFO ] [CONFIGURE ] ARCO: Testing feature 8/29: add_macd
[2025-10-14T22:55:38.205049] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-14T22:55:38.346296] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:38.487989] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:38.630128] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:38.777544] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:38.925678] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:39.076726] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:39.240021] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:39.425483] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:39.588259] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:39.765979] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:39.766197] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_macd (score: 60.00%)
[2025-10-14T22:55:39.766251] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.4s/test | Remaining: 2314 tests
[2025-10-14T22:55:39.766291] [INFO ] [CONFIGURE ] ARCO: Testing feature 9/29: add_mfi
[2025-10-14T22:55:39.766325] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-14T22:55:39.899170] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:40.070755] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:55:40.206733] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:40.340620] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:40.457808] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:40.586037] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:40.716594] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:40.856741] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:40.980822] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:41.104823] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:41.104979] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:55:41.105023] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.4s/test | Remaining: 2313 tests
[2025-10-14T22:55:41.105057] [INFO ] [CONFIGURE ] ARCO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:55:41.105087] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:55:41.240615] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:41.391483] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:41.543596] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:41.681231] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:41.821101] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:41.963927] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:42.101453] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:42.244252] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:42.390198] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:42.542201] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:42.542429] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T22:55:42.542478] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.4s/test | Remaining: 2312 tests
[2025-10-14T22:55:42.542514] [INFO ] [CONFIGURE ] ARCO: Testing feature 11/29: add_obv_daily
[2025-10-14T22:55:42.542546] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-14T22:55:42.654051] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:42.772524] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:42.890592] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:43.009243] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:43.126965] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:43.245638] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:43.364125] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:43.483873] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:43.604880] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:43.725118] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:43.725269] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T22:55:43.725313] [INFO ] [CONFIGURE ] JOB ETA: 53.9m | Avg: 1.4s/test | Remaining: 2311 tests
[2025-10-14T22:55:43.725347] [INFO ] [CONFIGURE ] ARCO: Testing feature 12/29: add_obv_interval
[2025-10-14T22:55:43.725379] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-14T22:55:43.840640] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:43.954175] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.067937] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:44.184367] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.298797] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.412371] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.532048] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.646797] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:44.760629] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:44.878344] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:44.878516] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T22:55:44.878569] [INFO ] [CONFIGURE ] JOB ETA: 53.9m | Avg: 1.4s/test | Remaining: 2310 tests
[2025-10-14T22:55:44.878624] [INFO ] [CONFIGURE ] ARCO: Testing feature 13/29: add_opening_strength
[2025-10-14T22:55:44.878691] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T22:55:44.993349] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:45.108737] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:45.227040] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:45.347051] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:45.466961] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:45.587198] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:45.706925] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:45.827297] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:45.952165] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:46.074461] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:46.074665] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T22:55:46.074727] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.4s/test | Remaining: 2309 tests
[2025-10-14T22:55:46.074766] [INFO ] [CONFIGURE ] ARCO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:55:46.074798] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-14T22:55:46.200938] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:46.326501] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:46.457564] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:46.585368] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:46.713129] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:46.840985] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:46.970492] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:47.098306] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:47.225637] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:55:47.355467] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:47.355583] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T22:55:47.355628] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.4s/test | Remaining: 2308 tests
[2025-10-14T22:55:47.355699] [INFO ] [CONFIGURE ] ARCO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:55:47.355744] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-14T22:55:47.467435] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:47.572489] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:47.676416] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:47.778195] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:47.886912] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:48.001467] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:48.109882] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:48.219122] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:48.328924] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:48.439782] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:48.439903] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T22:55:48.439947] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.4s/test | Remaining: 2307 tests
[2025-10-14T22:55:48.439982] [INFO ] [CONFIGURE ] ARCO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:55:48.440012] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-14T22:55:48.557506] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:48.672094] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:48.794616] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:48.909955] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.024787] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.145807] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.264509] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.380071] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:49.497228] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.614383] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:49.614503] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T22:55:49.614546] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.4s/test | Remaining: 2306 tests
[2025-10-14T22:55:49.614581] [INFO ] [CONFIGURE ] ARCO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:55:49.614611] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_return_2d']
[2025-10-14T22:55:49.731632] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:49.848584] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:49.971726] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:50.095345] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:50.219209] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:50.342773] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:50.470184] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:50.600586] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:50.727153] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:50.855922] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:50.856085] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T22:55:50.856129] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.4s/test | Remaining: 2305 tests
[2025-10-14T22:55:50.856164] [INFO ] [CONFIGURE ] ARCO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:55:50.856195] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-14T22:55:50.964628] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:51.069732] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:51.175813] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:51.283138] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:51.395264] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:51.527305] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:51.653088] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:51.818814] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:51.941151] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.050725] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:52.050858] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:55:52.050902] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.4s/test | Remaining: 2304 tests
[2025-10-14T22:55:52.050940] [INFO ] [CONFIGURE ] ARCO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:55:52.050976] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-14T22:55:52.154807] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:52.258181] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.368330] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:52.477000] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.585170] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.693396] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.801625] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:52.911144] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:53.020460] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:53.139261] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:53.139470] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:55:53.139518] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.4s/test | Remaining: 2303 tests
[2025-10-14T22:55:53.139556] [INFO ] [CONFIGURE ] ARCO: Testing feature 20/29: add_price_rejection
[2025-10-14T22:55:53.139590] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_price_rejection']
[2025-10-14T22:55:53.274339] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:53.398466] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:53.517118] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:53.634498] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:53.766606] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:53.903032] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:54.023516] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:54.148810] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:54.272554] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:54.395825] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:54.396023] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T22:55:54.396068] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.4s/test | Remaining: 2302 tests
[2025-10-14T22:55:54.396104] [INFO ] [CONFIGURE ] ARCO: Testing feature 21/29: add_range_position
[2025-10-14T22:55:54.396134] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_range_position']
[2025-10-14T22:55:54.526727] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:54.654932] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:54.797809] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:54.936567] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:55.072941] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:55.215077] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:55.357849] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:55.488785] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:55.620725] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:55.751636] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:55.751823] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T22:55:55.751870] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.4s/test | Remaining: 2301 tests
[2025-10-14T22:55:55.751906] [INFO ] [CONFIGURE ] ARCO: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:55:55.751938] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_realized_volatility']
[2025-10-14T22:55:55.895248] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:56.035631] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:56.179388] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:56.325466] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:56.476840] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:56.624674] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:56.771232] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:56.926945] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:57.079829] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:57.247633] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:55:57.247843] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T22:55:57.247915] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.4s/test | Remaining: 2300 tests
[2025-10-14T22:55:57.247970] [INFO ] [CONFIGURE ] ARCO: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:55:57.248005] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_recent_range_context']
[2025-10-14T22:55:57.377570] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:57.510636] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:57.659299] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:57.787358] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:57.934286] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:58.064435] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:58.188896] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:58.309160] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:58.430211] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:58.560369] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:58.561452] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:55:58.561514] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.4s/test | Remaining: 2299 tests
[2025-10-14T22:55:58.561552] [INFO ] [CONFIGURE ] ARCO: Testing feature 24/29: add_rsi
[2025-10-14T22:55:58.561585] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-14T22:55:58.698793] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:55:58.833845] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:55:58.975619] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:55:59.114255] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:55:59.258071] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:55:59.399809] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:55:59.546213] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:55:59.689251] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:55:59.840733] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:55:59.985227] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:55:59.985394] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T22:55:59.985438] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.4s/test | Remaining: 2298 tests
[2025-10-14T22:55:59.985475] [INFO ] [CONFIGURE ] ARCO: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:55:59.985507] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_tick_distribution']
[2025-10-14T22:56:00.099044] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:00.213089] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:00.328898] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:00.448985] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:56:00.568975] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:00.686407] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:00.804868] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:56:00.925517] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:01.051535] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:56:01.175236] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:01.175420] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T22:56:01.175478] [INFO ] [CONFIGURE ] JOB ETA: 53.4m | Avg: 1.4s/test | Remaining: 2297 tests
[2025-10-14T22:56:01.175514] [INFO ] [CONFIGURE ] ARCO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:56:01.175546] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-14T22:56:01.290832] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:01.408420] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:56:01.538377] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:01.675279] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:56:01.811526] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:01.951244] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:02.086832] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:56:02.225757] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:02.362897] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:56:02.501252] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:02.501454] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T22:56:02.501517] [INFO ] [CONFIGURE ] JOB ETA: 53.4m | Avg: 1.4s/test | Remaining: 2296 tests
[2025-10-14T22:56:02.501557] [INFO ] [CONFIGURE ] ARCO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:56:02.501592] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_volume_price_divergence']
[2025-10-14T22:56:02.637414] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:02.774331] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:56:02.915155] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:03.048971] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:56:03.183066] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:03.316261] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:03.451002] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:56:03.602414] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:03.738323] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:56:03.919742] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:03.919901] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T22:56:03.919946] [INFO ] [CONFIGURE ] JOB ETA: 53.4m | Avg: 1.4s/test | Remaining: 2295 tests
[2025-10-14T22:56:03.919981] [INFO ] [CONFIGURE ] ARCO: Testing feature 28/29: add_volume_profile
[2025-10-14T22:56:03.920013] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_volume_profile']
[2025-10-14T22:56:04.035495] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:04.153235] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:04.278437] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:04.419527] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:56:04.552224] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:04.679146] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:04.805604] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:56:04.935995] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:05.062639] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:56:05.196730] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:05.196941] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T22:56:05.197007] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.4s/test | Remaining: 2294 tests
[2025-10-14T22:56:05.197058] [INFO ] [CONFIGURE ] ARCO: Testing feature 29/29: add_vwap
[2025-10-14T22:56:05.197118] [INFO ] [CONFIGURE ] ARCO: Testing with features: ['add_daily_returns', 'add_vwap']
[2025-10-14T22:56:05.320796] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:05.450297] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:05.577313] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:05.699515] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:56:05.820783] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:05.945987] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:06.067578] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:56:06.190249] [DEBUG] [FORECASTER] ARCO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:06.314486] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:56:06.447513] [DEBUG] [FORECASTER] ARCO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:06.447742] [INFO ] [CONFIGURE ] ARCO: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T22:56:06.447826] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.4s/test | Remaining: 2293 tests
[2025-10-14T22:56:06.447970] [INFO ] [CONFIGURE ] ARCO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:56:06.448051] [INFO ] [CONFIGURE ] ARCO: Best accuracy: 70.00%
[2025-10-14T22:56:06.448116] [INFO ] [CONFIGURE ] ARCO: Best feature set (1 features): ['add_daily_returns']
[2025-10-14T22:56:06.448167] [INFO ] [CONFIGURE ] ARCO: Improvement over baseline: 10.00%
[2025-10-14T22:56:06.448243] [INFO ] [CONFIGURE ] ARCO: Total time: 37.0 seconds
[2025-10-14T22:56:06.448295] [INFO ] [CONFIGURE ] ARCO: Average time per feature: 1.3 seconds
[2025-10-14T22:56:06.448342] [INFO ] [CONFIGURE ] ARCO: Average speed: 0.78 features/sec
[2025-10-14T22:56:06.449013] [INFO ] [LOCAL     ] Saved configuration for ARCO: 1 features, 70.00% accuracy -> ./output/feature-sets/ARCO.json
[2025-10-14T22:56:06.449083] [INFO ] [CONFIGURE ] ARCO: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T22:56:06.449184] [INFO ] [sig       ] [17/96] Successfully configured ARCO | 0.02 sym/s | Total: 11.7m | ETA: 54.5m
[2025-10-14T22:56:06.449254] [INFO ] [sig       ] [18/96] Configuring ARDC...
[2025-10-14T22:56:06.449296] [INFO ] [CONFIGURE ] ARDC: Configurate test run.
[2025-10-14T22:56:06.449328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARDC' from 'https://tdm.silogroup.org/data/derivative_storage/ARDC.csv'.
[2025-10-14T22:56:06.463051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARDC'.
[2025-10-14T22:56:06.463475] [INFO ] [CONFIGURE ] ARDC: Testing with 29 available features
[2025-10-14T22:56:06.463533] [INFO ] [CONFIGURE ] ARDC: Establishing baseline with no features...
[2025-10-14T22:56:06.585372] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:06.693072] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:06.794520] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:06.894976] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:07.002181] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:07.106141] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:07.211760] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:07.315013] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:07.420018] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:07.530471] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:07.530600] [INFO ] [CONFIGURE ] ARDC: Baseline score (no features): 50.00%
[2025-10-14T22:56:07.530666] [INFO ] [CONFIGURE ] ARDC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:56:07.530725] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:56:07.645941] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:07.764558] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:07.888856] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:08.008417] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:08.123562] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:08.241336] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:08.360879] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:08.477421] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:08.595238] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:08.753860] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:08.754038] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T22:56:08.754081] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.4s/test | Remaining: 2292 tests
[2025-10-14T22:56:08.754115] [INFO ] [CONFIGURE ] ARDC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:56:08.754145] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:56:08.873492] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:08.994325] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:09.116294] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:09.245260] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:09.366994] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:09.491160] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:09.614393] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:09.740512] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:09.867109] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:10.009415] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:10.009578] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T22:56:10.009621] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.4s/test | Remaining: 2291 tests
[2025-10-14T22:56:10.009689] [INFO ] [CONFIGURE ] ARDC: Testing feature 3/29: add_daily_returns
[2025-10-14T22:56:10.009736] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_daily_returns']
[2025-10-14T22:56:10.113870] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:10.218788] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:10.322696] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:10.427402] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:10.537839] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:10.646740] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:10.760710] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:10.874172] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:10.987638] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:11.100400] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:11.100564] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T22:56:11.100609] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.4s/test | Remaining: 2290 tests
[2025-10-14T22:56:11.100719] [INFO ] [CONFIGURE ] ARDC: Testing feature 4/29: add_ema
[2025-10-14T22:56:11.100761] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_ema']
[2025-10-14T22:56:11.222998] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:11.345079] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:11.467327] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:11.591349] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:11.721898] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:11.909841] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:12.030581] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:12.151016] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:12.272997] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:12.395201] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:12.395364] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:56:12.395408] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.4s/test | Remaining: 2289 tests
[2025-10-14T22:56:12.395445] [INFO ] [CONFIGURE ] ARDC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:56:12.395475] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:56:12.527217] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:12.654870] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:12.781624] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:12.910230] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:13.044603] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:56:13.194445] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:13.330332] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:13.466039] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:13.602294] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:13.748320] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:13.748527] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T22:56:13.748575] [INFO ] [CONFIGURE ] JOB ETA: 53.1m | Avg: 1.4s/test | Remaining: 2288 tests
[2025-10-14T22:56:13.748612] [INFO ] [CONFIGURE ] ARDC: Testing feature 6/29: add_failed_moves
[2025-10-14T22:56:13.748666] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_failed_moves']
[2025-10-14T22:56:13.875791] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:14.000568] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:14.119707] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:14.243021] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:14.360619] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:14.482785] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:14.595952] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:14.717269] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:14.835364] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:14.950873] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:14.951056] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T22:56:14.951120] [INFO ] [CONFIGURE ] JOB ETA: 53.1m | Avg: 1.4s/test | Remaining: 2287 tests
[2025-10-14T22:56:14.951159] [INFO ] [CONFIGURE ] ARDC: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:56:14.951191] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_lag_shelf']
[2025-10-14T22:56:15.055127] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:15.162358] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:15.271301] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:15.384199] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:15.494546] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:15.607624] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:15.729851] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:15.838337] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:15.939516] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:16.052832] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:16.052961] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T22:56:16.053002] [INFO ] [CONFIGURE ] JOB ETA: 53.1m | Avg: 1.4s/test | Remaining: 2286 tests
[2025-10-14T22:56:16.053035] [INFO ] [CONFIGURE ] ARDC: Testing feature 8/29: add_macd
[2025-10-14T22:56:16.053083] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:56:16.189382] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:16.347417] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:16.486483] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:16.624497] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:16.775626] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:56:16.922103] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:17.065234] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:17.214955] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:17.385095] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:17.545063] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:56:17.545263] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_macd (score: 20.00%)
[2025-10-14T22:56:17.545315] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.4s/test | Remaining: 2285 tests
[2025-10-14T22:56:17.545354] [INFO ] [CONFIGURE ] ARDC: Testing feature 9/29: add_mfi
[2025-10-14T22:56:17.545389] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi']
[2025-10-14T22:56:17.668320] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:17.790115] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:17.919796] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:18.042523] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:18.164938] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:18.286408] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:18.426459] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:18.558745] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:18.695584] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:18.818186] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:18.818362] [INFO ] [CONFIGURE ] ARDC: KEPT add_mfi (score: 60.00%)
[2025-10-14T22:56:18.818426] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.4s/test | Remaining: 2284 tests
[2025-10-14T22:56:18.818485] [INFO ] [CONFIGURE ] ARDC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:56:18.818520] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:56:18.982191] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:19.135307] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:19.286091] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:19.441218] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:19.604268] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:19.780094] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:19.931426] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:20.090193] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:20.244551] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:20.404005] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:20.404226] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T22:56:20.404273] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.4s/test | Remaining: 2283 tests
[2025-10-14T22:56:20.404309] [INFO ] [CONFIGURE ] ARDC: Testing feature 11/29: add_obv_daily
[2025-10-14T22:56:20.404341] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_obv_daily']
[2025-10-14T22:56:20.534437] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:20.664825] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:20.797584] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:20.929817] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:21.059688] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:21.201465] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:21.335801] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:21.515973] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:21.650752] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:21.787188] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:21.787368] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:56:21.787431] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.4s/test | Remaining: 2282 tests
[2025-10-14T22:56:21.787470] [INFO ] [CONFIGURE ] ARDC: Testing feature 12/29: add_obv_interval
[2025-10-14T22:56:21.787501] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_obv_interval']
[2025-10-14T22:56:21.919231] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:22.051581] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:22.182768] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:22.314248] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:22.450878] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:22.589246] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:22.725570] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:22.860205] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:22.995865] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:23.126984] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:23.127150] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T22:56:23.127195] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.4s/test | Remaining: 2281 tests
[2025-10-14T22:56:23.127233] [INFO ] [CONFIGURE ] ARDC: Testing feature 13/29: add_opening_strength
[2025-10-14T22:56:23.127265] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:56:23.266434] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:23.409421] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:56:23.572953] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:23.762616] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:23.947609] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:24.096583] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:24.247625] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:24.400360] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:24.544154] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:24.683358] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:24.683499] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T22:56:24.683543] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.4s/test | Remaining: 2280 tests
[2025-10-14T22:56:24.683577] [INFO ] [CONFIGURE ] ARDC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:56:24.683608] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_order_flow_imbalance']
[2025-10-14T22:56:25.000297] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:25.177878] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:25.333223] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:25.475632] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:25.618024] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:25.760701] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:25.902218] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:26.054522] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:26.209892] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:26.357313] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:26.357481] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T22:56:26.357525] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.4s/test | Remaining: 2279 tests
[2025-10-14T22:56:26.357562] [INFO ] [CONFIGURE ] ARDC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:56:26.357595] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T22:56:26.483086] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:26.607996] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:26.733744] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:26.857573] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:26.979613] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:27.105357] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:27.235224] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:27.361721] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:27.484517] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:27.617635] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:27.617820] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T22:56:27.617864] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.4s/test | Remaining: 2278 tests
[2025-10-14T22:56:27.617932] [INFO ] [CONFIGURE ] ARDC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:56:27.617977] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T22:56:27.747636] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:27.875951] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.005375] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.152212] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.282799] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:28.413972] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.548472] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:28.701691] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.835488] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:28.968493] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:28.968689] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-14T22:56:28.968764] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.4s/test | Remaining: 2277 tests
[2025-10-14T22:56:28.968813] [INFO ] [CONFIGURE ] ARDC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:56:28.968848] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_return_2d']
[2025-10-14T22:56:29.096015] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:29.227125] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:29.364084] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:29.502294] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:29.630918] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:29.788366] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:29.937812] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:30.074233] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:30.211627] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:30.345619] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:30.345814] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T22:56:30.345866] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2276 tests
[2025-10-14T22:56:30.345903] [INFO ] [CONFIGURE ] ARDC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:56:30.345934] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T22:56:30.468291] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:30.595872] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:30.720589] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:30.841864] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:30.965173] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:31.088860] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:31.223215] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:31.347999] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:31.474254] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:31.600872] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:31.601037] [INFO ] [CONFIGURE ] ARDC: KEPT add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:56:31.601081] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2275 tests
[2025-10-14T22:56:31.601115] [INFO ] [CONFIGURE ] ARDC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:56:31.601146] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_pbf_vs_sma_5']
[2025-10-14T22:56:31.734541] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:31.875133] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:32.031190] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:32.226583] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:32.387440] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:32.569140] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:32.725575] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:32.903048] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:33.042636] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:33.187489] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:33.187685] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:56:33.187749] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2274 tests
[2025-10-14T22:56:33.187791] [INFO ] [CONFIGURE ] ARDC: Testing feature 20/29: add_price_rejection
[2025-10-14T22:56:33.187826] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_price_rejection']
[2025-10-14T22:56:33.329917] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:33.463033] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:33.594524] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:33.725770] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:33.857801] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:33.998689] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:34.160336] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:34.302279] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:34.440780] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:34.582663] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:34.582922] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:56:34.582985] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2273 tests
[2025-10-14T22:56:34.583044] [INFO ] [CONFIGURE ] ARDC: Testing feature 21/29: add_range_position
[2025-10-14T22:56:34.583079] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_range_position']
[2025-10-14T22:56:34.727241] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:34.871538] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:35.017016] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:35.162174] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:35.309143] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:35.456946] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:35.601425] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:35.757600] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:35.909349] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:36.065238] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:36.065390] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T22:56:36.065435] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2272 tests
[2025-10-14T22:56:36.065471] [INFO ] [CONFIGURE ] ARDC: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:56:36.065504] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_realized_volatility']
[2025-10-14T22:56:36.224111] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:36.394802] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:36.568182] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:36.730626] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:36.893031] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:37.059426] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:37.225251] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:37.399666] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:37.566077] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:37.734882] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:37.735049] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T22:56:37.735094] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.4s/test | Remaining: 2271 tests
[2025-10-14T22:56:37.735131] [INFO ] [CONFIGURE ] ARDC: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:56:37.735165] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_recent_range_context']
[2025-10-14T22:56:37.869767] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:38.004594] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:38.137225] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:38.270532] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:38.403587] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:38.536078] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:38.671363] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:38.806519] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:38.942446] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:39.082490] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:39.082707] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T22:56:39.082766] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.4s/test | Remaining: 2270 tests
[2025-10-14T22:56:39.082804] [INFO ] [CONFIGURE ] ARDC: Testing feature 24/29: add_rsi
[2025-10-14T22:56:39.082836] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_ema', 'add_rsi']
[2025-10-14T22:56:39.234885] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:39.387047] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:39.555099] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:39.715691] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:39.873447] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:40.029908] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:40.186091] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:40.360565] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:40.534664] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:40.697360] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:40.697540] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T22:56:40.697604] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.4s/test | Remaining: 2269 tests
[2025-10-14T22:56:40.697686] [INFO ] [CONFIGURE ] ARDC: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:56:40.697738] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_tick_distribution']
[2025-10-14T22:56:40.841490] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:40.979774] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:41.112729] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:41.247535] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:41.386660] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:41.519870] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:41.649824] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:41.779883] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:41.911018] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:42.041333] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:42.041516] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T22:56:42.041584] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.4s/test | Remaining: 2268 tests
[2025-10-14T22:56:42.041665] [INFO ] [CONFIGURE ] ARDC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:56:42.041791] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_volume_momentum_confirmation']
[2025-10-14T22:56:42.175762] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:42.305223] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:42.434584] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:42.564285] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:42.699622] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:42.842283] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:42.983592] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:43.121315] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:43.258958] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:43.403361] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:43.403498] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T22:56:43.403562] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.4s/test | Remaining: 2267 tests
[2025-10-14T22:56:43.403610] [INFO ] [CONFIGURE ] ARDC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:56:43.403690] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_volume_price_divergence']
[2025-10-14T22:56:43.547793] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:56:43.691928] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:43.836000] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:43.985249] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:56:44.131755] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:44.277156] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:44.427833] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:44.584004] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:44.734954] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:44.880502] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:44.880616] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T22:56:44.880690] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.4s/test | Remaining: 2266 tests
[2025-10-14T22:56:44.880795] [INFO ] [CONFIGURE ] ARDC: Testing feature 28/29: add_volume_profile
[2025-10-14T22:56:44.880836] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_volume_profile']
[2025-10-14T22:56:45.010750] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:45.141288] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:45.277277] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:45.407139] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:45.538118] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:56:45.670034] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:45.805217] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:45.938451] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:46.070220] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:46.201731] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:46.201858] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T22:56:46.201903] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.4s/test | Remaining: 2265 tests
[2025-10-14T22:56:46.201937] [INFO ] [CONFIGURE ] ARDC: Testing feature 29/29: add_vwap
[2025-10-14T22:56:46.201969] [INFO ] [CONFIGURE ] ARDC: Testing with features: ['add_mfi', 'add_pbf_volatility_5d', 'add_vwap']
[2025-10-14T22:56:46.362605] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:56:46.498583] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:56:46.630389] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:56:46.767250] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:56:46.899070] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:56:47.035720] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T22:56:47.169918] [DEBUG] [FORECASTER] ARDC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:47.304046] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:47.438512] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:47.579292] [DEBUG] [FORECASTER] ARDC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:56:47.579404] [INFO ] [CONFIGURE ] ARDC: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:56:47.579464] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.4s/test | Remaining: 2264 tests
[2025-10-14T22:56:47.579525] [INFO ] [CONFIGURE ] ARDC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:56:47.579558] [INFO ] [CONFIGURE ] ARDC: Best accuracy: 70.00%
[2025-10-14T22:56:47.579588] [INFO ] [CONFIGURE ] ARDC: Best feature set (2 features): ['add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T22:56:47.579615] [INFO ] [CONFIGURE ] ARDC: Improvement over baseline: 20.00%
[2025-10-14T22:56:47.579666] [INFO ] [CONFIGURE ] ARDC: Total time: 40.0 seconds
[2025-10-14T22:56:47.579719] [INFO ] [CONFIGURE ] ARDC: Average time per feature: 1.4 seconds
[2025-10-14T22:56:47.579750] [INFO ] [CONFIGURE ] ARDC: Average speed: 0.72 features/sec
[2025-10-14T22:56:47.580346] [INFO ] [LOCAL     ] Saved configuration for ARDC: 2 features, 70.00% accuracy -> ./output/feature-sets/ARDC.json
[2025-10-14T22:56:47.580413] [INFO ] [CONFIGURE ] ARDC: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T22:56:47.580500] [INFO ] [sig       ] [18/96] Successfully configured ARDC | 0.02 sym/s | Total: 12.4m | ETA: 53.8m
[2025-10-14T22:56:47.580568] [INFO ] [sig       ] [19/96] Configuring ATHM...
[2025-10-14T22:56:47.580607] [INFO ] [CONFIGURE ] ATHM: Configurate test run.
[2025-10-14T22:56:47.580637] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATHM' from 'https://tdm.silogroup.org/data/derivative_storage/ATHM.csv'.
[2025-10-14T22:56:47.592482] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATHM'.
[2025-10-14T22:56:47.592813] [INFO ] [CONFIGURE ] ATHM: Testing with 29 available features
[2025-10-14T22:56:47.592867] [INFO ] [CONFIGURE ] ATHM: Establishing baseline with no features...
[2025-10-14T22:56:47.698320] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:47.797592] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:47.896874] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:48.002865] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:48.102848] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:48.203316] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:48.309167] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:48.411443] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:48.514350] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:48.618466] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:48.618574] [INFO ] [CONFIGURE ] ATHM: Baseline score (no features): 60.00%
[2025-10-14T22:56:48.618634] [INFO ] [CONFIGURE ] ATHM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:56:48.618708] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:56:48.730294] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:48.841599] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:48.957490] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:49.069180] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:49.182927] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:49.295525] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:49.409580] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:49.527611] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:49.642908] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:49.759518] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:49.759633] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T22:56:49.759722] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.4s/test | Remaining: 2263 tests
[2025-10-14T22:56:49.759813] [INFO ] [CONFIGURE ] ATHM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:56:49.759853] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:56:49.878784] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:49.996423] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:50.118963] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:50.239575] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:50.360446] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:50.479882] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:50.600841] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:50.724407] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:56:50.845685] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:50.971836] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:50.972017] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T22:56:50.972113] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2262 tests
[2025-10-14T22:56:50.972167] [INFO ] [CONFIGURE ] ATHM: Testing feature 3/29: add_daily_returns
[2025-10-14T22:56:50.972202] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_daily_returns']
[2025-10-14T22:56:51.080602] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:51.191887] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:51.299085] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:51.409443] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:51.515449] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:56:51.621610] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:51.728630] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:51.836540] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:51.944446] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:52.057601] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:52.057757] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T22:56:52.057815] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2261 tests
[2025-10-14T22:56:52.057851] [INFO ] [CONFIGURE ] ATHM: Testing feature 4/29: add_ema
[2025-10-14T22:56:52.057880] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_ema']
[2025-10-14T22:56:52.176196] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:56:52.293579] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:52.424597] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:52.545227] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:52.669442] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:52.788884] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:52.909095] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:53.029483] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:53.154970] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:53.277294] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:56:53.277446] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:56:53.277503] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2260 tests
[2025-10-14T22:56:53.277540] [INFO ] [CONFIGURE ] ATHM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:56:53.277570] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:56:53.403711] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:53.530772] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:53.658072] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:53.785727] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:53.911334] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:54.038719] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:54.163137] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:54.288563] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:54.414234] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:54.540311] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:54.540457] [INFO ] [CONFIGURE ] ATHM: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-14T22:56:54.540509] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2259 tests
[2025-10-14T22:56:54.540550] [INFO ] [CONFIGURE ] ATHM: Testing feature 6/29: add_failed_moves
[2025-10-14T22:56:54.540587] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T22:56:54.670522] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:54.800128] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:54.929670] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:55.059252] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:55.204151] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:55.335275] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:55.465872] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:55.596979] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:55.727750] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:56:55.858390] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:55.858531] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:56:55.858578] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2258 tests
[2025-10-14T22:56:55.858614] [INFO ] [CONFIGURE ] ATHM: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:56:55.858669] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T22:56:55.978186] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:56.110531] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:56.251464] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:56.388995] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:56.527177] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:56.667784] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:56.807803] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:56:56.955730] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:57.097752] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:57.238531] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:56:57.238744] [INFO ] [CONFIGURE ] ATHM: KEPT add_lag_shelf (score: 90.00%)
[2025-10-14T22:56:57.238802] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2257 tests
[2025-10-14T22:56:57.238841] [INFO ] [CONFIGURE ] ATHM: Testing feature 8/29: add_macd
[2025-10-14T22:56:57.238875] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_macd']
[2025-10-14T22:56:57.395554] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:57.550133] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:57.706616] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:57.866375] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:58.033810] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:58.206726] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:58.370045] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:56:58.531609] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:56:58.698913] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:56:58.860350] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:56:58.860572] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_macd (score: 70.00%)
[2025-10-14T22:56:58.860622] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2256 tests
[2025-10-14T22:56:58.860693] [INFO ] [CONFIGURE ] ATHM: Testing feature 9/29: add_mfi
[2025-10-14T22:56:58.860739] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_mfi']
[2025-10-14T22:56:59.008835] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:56:59.157841] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:56:59.307802] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:56:59.462410] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:56:59.614438] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:56:59.768413] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:56:59.922002] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:00.074333] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:00.228039] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:00.395079] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:00.395268] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T22:57:00.395323] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2255 tests
[2025-10-14T22:57:00.395360] [INFO ] [CONFIGURE ] ATHM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:57:00.395392] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:57:00.561203] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:00.724766] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:00.888869] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:01.053585] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:01.219951] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:01.390365] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:57:01.561314] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:01.728457] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:01.916501] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:02.109170] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:02.109355] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T22:57:02.109400] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2254 tests
[2025-10-14T22:57:02.109437] [INFO ] [CONFIGURE ] ATHM: Testing feature 11/29: add_obv_daily
[2025-10-14T22:57:02.109478] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_obv_daily']
[2025-10-14T22:57:02.283289] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:02.446617] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:02.618188] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:02.795844] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:02.968529] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:03.126832] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:03.278720] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:03.426334] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:03.586325] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:03.737802] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:57:03.738003] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T22:57:03.738056] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2253 tests
[2025-10-14T22:57:03.738091] [INFO ] [CONFIGURE ] ATHM: Testing feature 12/29: add_obv_interval
[2025-10-14T22:57:03.738124] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_obv_interval']
[2025-10-14T22:57:03.880075] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:04.026592] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:04.169439] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:04.313331] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:04.456899] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:04.609106] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:04.746854] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:04.885166] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:05.024498] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:05.171917] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:57:05.172105] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T22:57:05.172158] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2252 tests
[2025-10-14T22:57:05.172194] [INFO ] [CONFIGURE ] ATHM: Testing feature 13/29: add_opening_strength
[2025-10-14T22:57:05.172226] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:57:05.318306] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:05.470745] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:57:05.625130] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:05.777391] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:05.933069] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:06.087048] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:06.242117] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:57:06.402971] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:06.559297] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:06.717405] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:06.717579] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T22:57:06.717623] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2251 tests
[2025-10-14T22:57:06.717698] [INFO ] [CONFIGURE ] ATHM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:57:06.717749] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_order_flow_imbalance']
[2025-10-14T22:57:06.871203] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:07.027240] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:07.184034] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:07.341531] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:07.499001] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:07.659003] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:07.817512] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:57:07.978890] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:08.142507] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:08.306285] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:08.306457] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-14T22:57:08.306506] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2250 tests
[2025-10-14T22:57:08.306544] [INFO ] [CONFIGURE ] ATHM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:57:08.306580] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_morning_momentum']
[2025-10-14T22:57:08.447746] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:08.598545] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:08.737014] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:08.874432] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:09.014154] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:09.155069] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:09.296469] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:09.436469] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:09.579065] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:09.724282] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:09.724454] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T22:57:09.724505] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2249 tests
[2025-10-14T22:57:09.724539] [INFO ] [CONFIGURE ] ATHM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:57:09.724570] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_overnight_gap']
[2025-10-14T22:57:09.870438] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:10.018798] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:10.162308] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:10.305764] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:10.450408] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:10.607432] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:10.755429] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:10.904427] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:11.052206] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:11.204412] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:11.204593] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T22:57:11.204677] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2248 tests
[2025-10-14T22:57:11.204732] [INFO ] [CONFIGURE ] ATHM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:57:11.204767] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_return_2d']
[2025-10-14T22:57:11.352971] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:11.501186] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:11.650257] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:11.800385] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:11.952397] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:12.103558] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:12.256209] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:12.414347] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:12.570683] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:12.723924] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:12.724088] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T22:57:12.724131] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2247 tests
[2025-10-14T22:57:12.724165] [INFO ] [CONFIGURE ] ATHM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:57:12.724199] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_volatility_5d']
[2025-10-14T22:57:12.861091] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:12.998230] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:13.136232] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:13.275240] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:13.414670] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:13.554878] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:13.701680] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:13.843372] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:13.992210] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:14.133890] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:14.134045] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T22:57:14.134087] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2246 tests
[2025-10-14T22:57:14.134121] [INFO ] [CONFIGURE ] ATHM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:57:14.134154] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_pbf_vs_sma_5']
[2025-10-14T22:57:14.270812] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:14.414093] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:14.551405] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:14.690859] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:14.832966] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:14.973029] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:15.112807] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:57:15.253045] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:15.390991] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:15.530244] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:15.530392] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-14T22:57:15.530449] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2245 tests
[2025-10-14T22:57:15.530507] [INFO ] [CONFIGURE ] ATHM: Testing feature 20/29: add_price_rejection
[2025-10-14T22:57:15.530542] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_price_rejection']
[2025-10-14T22:57:15.675894] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:15.821812] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:15.968739] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:16.119863] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:16.267351] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:16.420001] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:16.574835] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:16.724186] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:16.875115] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:17.023763] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:17.023957] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T22:57:17.024018] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2244 tests
[2025-10-14T22:57:17.024064] [INFO ] [CONFIGURE ] ATHM: Testing feature 21/29: add_range_position
[2025-10-14T22:57:17.024105] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_range_position']
[2025-10-14T22:57:17.200032] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:17.352568] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:57:17.501209] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:17.653197] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:17.805185] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:17.955619] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:57:18.106047] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:18.257541] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:18.415153] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:18.569498] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:18.569688] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T22:57:18.569750] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2243 tests
[2025-10-14T22:57:18.569791] [INFO ] [CONFIGURE ] ATHM: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:57:18.569825] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_realized_volatility']
[2025-10-14T22:57:18.736178] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:18.900523] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:19.069979] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:19.235501] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:19.402369] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:19.571239] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:19.745217] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:19.921467] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:20.104887] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:20.299468] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:20.299710] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T22:57:20.299777] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2242 tests
[2025-10-14T22:57:20.299816] [INFO ] [CONFIGURE ] ATHM: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:57:20.299849] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_recent_range_context']
[2025-10-14T22:57:20.445777] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:20.589327] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:20.731759] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:20.879238] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:21.022147] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:21.168849] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:21.324002] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:21.481321] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:21.626132] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:21.774602] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:21.774816] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T22:57:21.774866] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2241 tests
[2025-10-14T22:57:21.774903] [INFO ] [CONFIGURE ] ATHM: Testing feature 24/29: add_rsi
[2025-10-14T22:57:21.774936] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_ema', 'add_rsi']
[2025-10-14T22:57:21.935029] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:22.100778] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:22.262624] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:22.429083] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:22.591313] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:22.750447] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:22.911049] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:23.079204] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:23.259557] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:23.432100] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:23.432480] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:57:23.432526] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2240 tests
[2025-10-14T22:57:23.432564] [INFO ] [CONFIGURE ] ATHM: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:57:23.432598] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_tick_distribution']
[2025-10-14T22:57:23.587433] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:23.736468] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:23.883180] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:24.036669] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:24.186373] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:24.335524] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:24.483933] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:24.635435] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:24.784125] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:24.932774] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:24.933019] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T22:57:24.933077] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2239 tests
[2025-10-14T22:57:24.933116] [INFO ] [CONFIGURE ] ATHM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:57:24.933152] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_volume_momentum_confirmation']
[2025-10-14T22:57:25.081499] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:25.230993] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:25.383866] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:25.527532] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:25.677930] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:25.822591] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:25.969490] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:26.115394] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:26.261218] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:57:26.408127] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T22:57:26.408279] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T22:57:26.408322] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2238 tests
[2025-10-14T22:57:26.408356] [INFO ] [CONFIGURE ] ATHM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:57:26.408387] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_volume_price_divergence']
[2025-10-14T22:57:26.560189] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:26.714126] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T22:57:26.876526] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:27.059880] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:27.211883] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:27.366191] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:27.518747] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:57:27.700900] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:27.859765] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:28.015983] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:28.016146] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_volume_price_divergence (score: 90.00%)
[2025-10-14T22:57:28.016189] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2237 tests
[2025-10-14T22:57:28.016224] [INFO ] [CONFIGURE ] ATHM: Testing feature 28/29: add_volume_profile
[2025-10-14T22:57:28.016256] [INFO ] [CONFIGURE ] ATHM: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf', 'add_volume_profile']
[2025-10-14T22:57:28.162790] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:57:28.311470] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T22:57:28.474394] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:57:28.624801] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:28.774050] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:28.911815] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:29.051089] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:29.197114] [DEBUG] [FORECASTER] ATHM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:29.344843] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:57:29.486356] [DEBUG] [FORECASTER] ATHM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:57:29.486547] [INFO ] [CONFIGURE ] ATHM: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T22:57:29.486609] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2236 tests
[2025-10-14T22:57:29.486672] [INFO ] [CONFIGURE ] ATHM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:57:29.486725] [INFO ] [CONFIGURE ] ATHM: Best accuracy: 90.00%
[2025-10-14T22:57:29.486761] [INFO ] [CONFIGURE ] ATHM: Best feature set (3 features): ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T22:57:29.486791] [INFO ] [CONFIGURE ] ATHM: Improvement over baseline: 30.00%
[2025-10-14T22:57:29.486820] [INFO ] [CONFIGURE ] ATHM: Total time: 40.9 seconds
[2025-10-14T22:57:29.486847] [INFO ] [CONFIGURE ] ATHM: Average time per feature: 1.5 seconds
[2025-10-14T22:57:29.486874] [INFO ] [CONFIGURE ] ATHM: Average speed: 0.71 features/sec
[2025-10-14T22:57:29.487403] [INFO ] [LOCAL     ] Saved configuration for ATHM: 3 features, 90.00% accuracy -> ./output/feature-sets/ATHM.json
[2025-10-14T22:57:29.487469] [INFO ] [CONFIGURE ] ATHM: Configuration saved successfully: 3 features, 90.00% accuracy.
[2025-10-14T22:57:29.487557] [INFO ] [sig       ] [19/96] Successfully configured ATHM | 0.02 sym/s | Total: 13.1m | ETA: 53.1m
[2025-10-14T22:57:29.487625] [INFO ] [sig       ] [20/96] Configuring ATKR...
[2025-10-14T22:57:29.487698] [INFO ] [CONFIGURE ] ATKR: Configurate test run.
[2025-10-14T22:57:29.487740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATKR' from 'https://tdm.silogroup.org/data/derivative_storage/ATKR.csv'.
[2025-10-14T22:57:29.499848] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATKR'.
[2025-10-14T22:57:29.500153] [INFO ] [CONFIGURE ] ATKR: Testing with 29 available features
[2025-10-14T22:57:29.500208] [INFO ] [CONFIGURE ] ATKR: Establishing baseline with no features...
[2025-10-14T22:57:29.601627] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:29.702882] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:57:29.804224] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:57:29.910201] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:30.014724] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:30.120783] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:30.225266] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:57:30.330769] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:30.436242] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:57:30.546761] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:57:30.546931] [INFO ] [CONFIGURE ] ATKR: Baseline score (no features): 40.00%
[2025-10-14T22:57:30.546989] [INFO ] [CONFIGURE ] ATKR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:57:30.547060] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:57:30.664773] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:30.785559] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:30.903049] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:57:31.019757] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:31.171612] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:31.303858] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:31.423289] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:31.544195] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:57:31.663589] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:31.808500] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:31.808736] [INFO ] [CONFIGURE ] ATKR: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T22:57:31.808806] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2235 tests
[2025-10-14T22:57:31.808878] [INFO ] [CONFIGURE ] ATKR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:57:31.808946] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:57:31.956003] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:32.092712] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:57:32.230522] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:32.371673] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:32.512738] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:32.653371] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:32.797044] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:32.936283] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:33.081300] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:33.226048] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:33.226255] [INFO ] [CONFIGURE ] ATKR: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T22:57:33.226318] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2234 tests
[2025-10-14T22:57:33.226361] [INFO ] [CONFIGURE ] ATKR: Testing feature 3/29: add_daily_returns
[2025-10-14T22:57:33.226393] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:57:33.375101] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:33.519089] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:57:33.663312] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:33.809786] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:57:33.957630] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:34.106542] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:34.255054] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:34.401923] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:34.550459] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:34.699631] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:34.699808] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:57:34.699855] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2233 tests
[2025-10-14T22:57:34.699890] [INFO ] [CONFIGURE ] ATKR: Testing feature 4/29: add_ema
[2025-10-14T22:57:34.699922] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T22:57:34.858974] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:35.033080] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:57:35.190367] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:35.352620] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:35.513148] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:35.679866] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:35.844053] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:36.012321] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:36.182288] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:36.351271] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:36.351439] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_ema (score: 60.00%)
[2025-10-14T22:57:36.351490] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2232 tests
[2025-10-14T22:57:36.351528] [INFO ] [CONFIGURE ] ATKR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:57:36.351562] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:57:36.522606] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:36.723549] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:36.887671] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:37.054772] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:37.225436] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:37.394528] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:37.572523] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:37.757331] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:37.922897] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:38.088501] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:38.088737] [INFO ] [CONFIGURE ] ATKR: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-14T22:57:38.088795] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2231 tests
[2025-10-14T22:57:38.088834] [INFO ] [CONFIGURE ] ATKR: Testing feature 6/29: add_failed_moves
[2025-10-14T22:57:38.088868] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T22:57:38.256948] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:38.425974] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:38.601003] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:38.772743] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:38.941160] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:39.111118] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:39.305883] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:39.475109] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:39.646622] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:39.822958] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:39.823107] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:57:39.823152] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2230 tests
[2025-10-14T22:57:39.823187] [INFO ] [CONFIGURE ] ATKR: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:57:39.823220] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T22:57:39.983537] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:40.142287] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:40.306750] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:40.473415] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:40.648914] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:40.820346] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:40.988962] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:41.160473] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:41.329480] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:41.499214] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:41.499376] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:57:41.499421] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2229 tests
[2025-10-14T22:57:41.499457] [INFO ] [CONFIGURE ] ATKR: Testing feature 8/29: add_macd
[2025-10-14T22:57:41.499491] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T22:57:41.679824] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:41.877837] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:42.068954] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:42.260801] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:42.471727] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:42.741338] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:43.060009] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:43.279987] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:43.475597] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:43.663348] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:57:43.663542] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_macd (score: 60.00%)
[2025-10-14T22:57:43.663587] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2228 tests
[2025-10-14T22:57:43.663624] [INFO ] [CONFIGURE ] ATKR: Testing feature 9/29: add_mfi
[2025-10-14T22:57:43.663706] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T22:57:43.841300] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:44.018388] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:44.207525] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:44.409184] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:44.587522] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:44.762130] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:44.939136] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:45.121761] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:45.318264] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:45.520735] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:45.520988] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T22:57:45.521052] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2227 tests
[2025-10-14T22:57:45.521092] [INFO ] [CONFIGURE ] ATKR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:57:45.521128] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:57:45.733144] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:45.952091] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:46.157428] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:46.348929] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:46.537817] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:46.729154] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:46.946815] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:47.145152] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:47.357972] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:47.562826] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:47.563007] [INFO ] [CONFIGURE ] ATKR: KEPT add_momentum_acceleration (score: 80.00%)
[2025-10-14T22:57:47.563053] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2226 tests
[2025-10-14T22:57:47.563087] [INFO ] [CONFIGURE ] ATKR: Testing feature 11/29: add_obv_daily
[2025-10-14T22:57:47.563119] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T22:57:47.764663] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:47.966917] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:48.174490] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:48.380073] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:48.588417] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:57:48.795006] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:49.003150] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:49.217200] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:49.427123] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:49.637638] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:49.637855] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T22:57:49.637936] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2225 tests
[2025-10-14T22:57:49.637994] [INFO ] [CONFIGURE ] ATKR: Testing feature 12/29: add_obv_interval
[2025-10-14T22:57:49.638030] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T22:57:49.841998] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:50.045843] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:50.239086] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:50.431884] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:50.629332] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:50.838792] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:51.038595] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:51.244939] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:51.457040] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:51.667609] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:51.667828] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T22:57:51.667878] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2224 tests
[2025-10-14T22:57:51.667954] [INFO ] [CONFIGURE ] ATKR: Testing feature 13/29: add_opening_strength
[2025-10-14T22:57:51.667996] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:57:51.902193] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:52.119475] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:52.331460] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:52.546320] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:52.758543] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:52.979049] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:53.190057] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:53.411431] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:53.631002] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:57:53.847254] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:53.847540] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T22:57:53.847592] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2223 tests
[2025-10-14T22:57:53.847629] [INFO ] [CONFIGURE ] ATKR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:57:53.847698] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T22:57:54.061536] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:57:54.277548] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:54.506127] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:54.730596] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:54.956840] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:55.180298] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:55.400450] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:55.615903] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:55.847050] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:56.085148] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:56.085333] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T22:57:56.085378] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2222 tests
[2025-10-14T22:57:56.085413] [INFO ] [CONFIGURE ] ATKR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:57:56.085446] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-14T22:57:56.289738] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:56.501924] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:56.706979] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:56.913589] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:57.134432] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:57.339014] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:57.543848] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:57.749091] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:57:57.963472] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:57:58.177342] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:57:58.177565] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T22:57:58.177674] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2221 tests
[2025-10-14T22:57:58.177734] [INFO ] [CONFIGURE ] ATKR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:57:58.177774] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-14T22:57:58.401351] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:57:58.611635] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:57:58.824806] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:57:59.074024] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:57:59.294904] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:57:59.507293] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:57:59.723317] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:57:59.942307] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:00.174383] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:00.412091] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:00.412285] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T22:58:00.412334] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2220 tests
[2025-10-14T22:58:00.412372] [INFO ] [CONFIGURE ] ATKR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:58:00.412407] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-14T22:58:00.627138] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:00.839041] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:01.054323] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:01.267073] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:01.477460] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:01.690897] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:01.907601] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:02.157189] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:02.373228] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:02.586569] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:02.586764] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T22:58:02.586819] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2219 tests
[2025-10-14T22:58:02.586854] [INFO ] [CONFIGURE ] ATKR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:58:02.586886] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-14T22:58:02.797429] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:03.008124] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:03.223037] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:03.431294] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:03.647370] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:03.857479] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:04.083003] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:04.302720] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:04.518433] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:04.738433] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:04.738607] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T22:58:04.738688] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2218 tests
[2025-10-14T22:58:04.738743] [INFO ] [CONFIGURE ] ATKR: Testing feature 20/29: add_price_rejection
[2025-10-14T22:58:04.738780] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-14T22:58:04.963871] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:58:05.205144] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:05.449371] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:05.703165] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:05.931373] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:06.155574] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:06.378841] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:06.605013] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:06.838182] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:58:07.064327] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:07.064508] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T22:58:07.064554] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2217 tests
[2025-10-14T22:58:07.064590] [INFO ] [CONFIGURE ] ATKR: Testing feature 21/29: add_range_position
[2025-10-14T22:58:07.064623] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-14T22:58:07.303227] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:58:07.522735] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:07.750348] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:07.964415] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:08.228856] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:08.467076] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:08.699768] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:08.920236] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:09.148399] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:09.373150] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:09.373359] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T22:58:09.373436] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2216 tests
[2025-10-14T22:58:09.373495] [INFO ] [CONFIGURE ] ATKR: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:58:09.373532] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-14T22:58:09.607839] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:58:09.836438] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:10.074554] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:10.308318] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:10.547099] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:10.789314] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:11.041552] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:11.288590] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:11.530591] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:11.772003] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:11.772206] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T22:58:11.772271] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2215 tests
[2025-10-14T22:58:11.772310] [INFO ] [CONFIGURE ] ATKR: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:58:11.772342] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-14T22:58:11.984236] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:58:12.202736] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:12.418224] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:12.656244] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:12.870083] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:13.098529] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:13.317014] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:13.530828] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:13.745180] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:13.960813] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:13.961037] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T22:58:13.961093] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2214 tests
[2025-10-14T22:58:13.961132] [INFO ] [CONFIGURE ] ATKR: Testing feature 24/29: add_rsi
[2025-10-14T22:58:13.961167] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-14T22:58:14.187159] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:14.418247] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:14.645581] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:14.873049] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:15.120239] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:15.349781] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:15.576015] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:15.803397] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:16.046758] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:58:16.268546] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:16.268751] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:58:16.268806] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2213 tests
[2025-10-14T22:58:16.268842] [INFO ] [CONFIGURE ] ATKR: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:58:16.268874] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-14T22:58:16.463173] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:16.656857] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:16.854240] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:17.068739] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:17.288594] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:17.497552] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:17.702560] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:17.909020] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:18.120276] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:18.330835] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:18.331054] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T22:58:18.331106] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2212 tests
[2025-10-14T22:58:18.331141] [INFO ] [CONFIGURE ] ATKR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:58:18.331175] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-14T22:58:18.535030] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:18.740426] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:18.950265] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:19.152937] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:19.358603] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:19.560771] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:19.769734] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:19.973568] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:20.181392] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:20.421728] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:20.421946] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T22:58:20.421998] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2211 tests
[2025-10-14T22:58:20.422033] [INFO ] [CONFIGURE ] ATKR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:58:20.422065] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-14T22:58:20.636789] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:58:20.847011] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:21.061834] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:21.275068] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:21.488279] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:21.712175] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:21.933237] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:22.156439] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:22.378583] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:22.606524] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:22.606762] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T22:58:22.606823] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2210 tests
[2025-10-14T22:58:22.606861] [INFO ] [CONFIGURE ] ATKR: Testing feature 28/29: add_volume_profile
[2025-10-14T22:58:22.606894] [INFO ] [CONFIGURE ] ATKR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-14T22:58:22.818371] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:58:23.030087] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:23.238741] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:23.450092] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T22:58:23.659946] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:23.867830] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:24.081261] [DEBUG] [FORECASTER] ATKR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:24.289952] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:24.497972] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:58:24.713347] [DEBUG] [FORECASTER] ATKR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:24.713510] [INFO ] [CONFIGURE ] ATKR: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:58:24.713603] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2209 tests
[2025-10-14T22:58:24.713692] [INFO ] [CONFIGURE ] ATKR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:58:24.713752] [INFO ] [CONFIGURE ] ATKR: Best accuracy: 80.00%
[2025-10-14T22:58:24.713795] [INFO ] [CONFIGURE ] ATKR: Best feature set (6 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:58:24.713904] [INFO ] [CONFIGURE ] ATKR: Improvement over baseline: 40.00%
[2025-10-14T22:58:24.713942] [INFO ] [CONFIGURE ] ATKR: Total time: 54.2 seconds
[2025-10-14T22:58:24.713971] [INFO ] [CONFIGURE ] ATKR: Average time per feature: 2.0 seconds
[2025-10-14T22:58:24.714000] [INFO ] [CONFIGURE ] ATKR: Average speed: 0.54 features/sec
[2025-10-14T22:58:24.714510] [INFO ] [LOCAL     ] Saved configuration for ATKR: 6 features, 80.00% accuracy -> ./output/feature-sets/ATKR.json
[2025-10-14T22:58:24.714580] [INFO ] [CONFIGURE ] ATKR: Configuration saved successfully: 6 features, 80.00% accuracy.
[2025-10-14T22:58:24.714687] [INFO ] [sig       ] [20/96] Successfully configured ATKR | 0.02 sym/s | Total: 14.0m | ETA: 53.3m
[2025-10-14T22:58:24.714758] [INFO ] [sig       ] [21/96] Configuring ATMU...
[2025-10-14T22:58:24.714797] [INFO ] [CONFIGURE ] ATMU: Configurate test run.
[2025-10-14T22:58:24.714828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATMU' from 'https://tdm.silogroup.org/data/derivative_storage/ATMU.csv'.
[2025-10-14T22:58:24.727687] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATMU'.
[2025-10-14T22:58:24.728165] [INFO ] [CONFIGURE ] ATMU: Testing with 29 available features
[2025-10-14T22:58:24.728220] [INFO ] [CONFIGURE ] ATMU: Establishing baseline with no features...
[2025-10-14T22:58:24.838610] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:24.942143] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:25.043293] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:25.146302] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:25.247972] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:25.351639] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:25.454282] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T22:58:25.558137] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:25.662578] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:25.766287] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:25.766410] [INFO ] [CONFIGURE ] ATMU: Baseline score (no features): 30.00%
[2025-10-14T22:58:25.766452] [INFO ] [CONFIGURE ] ATMU: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:58:25.766484] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:58:25.882029] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:26.003249] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:26.120969] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:26.242980] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:26.359845] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:26.474821] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:26.594888] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:26.714050] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:26.832508] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:26.950942] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:26.951060] [INFO ] [CONFIGURE ] ATMU: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T22:58:26.951103] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.4s/test | Remaining: 2208 tests
[2025-10-14T22:58:26.951137] [INFO ] [CONFIGURE ] ATMU: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:58:26.951167] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T22:58:27.079519] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:27.214087] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:27.344379] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:27.474307] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:27.607298] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:27.740594] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:27.878131] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:28.011366] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:28.145067] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:28.279765] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:28.279893] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T22:58:28.279956] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2207 tests
[2025-10-14T22:58:28.279993] [INFO ] [CONFIGURE ] ATMU: Testing feature 3/29: add_daily_returns
[2025-10-14T22:58:28.280024] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T22:58:28.402780] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:28.526855] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:58:28.644930] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:28.763925] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:28.883116] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:29.003936] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:29.131418] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:29.255154] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:29.378294] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:29.501212] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:29.501361] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T22:58:29.501424] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2206 tests
[2025-10-14T22:58:29.501461] [INFO ] [CONFIGURE ] ATMU: Testing feature 4/29: add_ema
[2025-10-14T22:58:29.501494] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T22:58:29.702980] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:29.838948] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:29.979336] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:30.112261] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:30.249624] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:30.387148] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:30.523047] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:30.660211] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:58:30.804024] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:30.941881] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:30.942028] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:58:30.942073] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.4s/test | Remaining: 2205 tests
[2025-10-14T22:58:30.942107] [INFO ] [CONFIGURE ] ATMU: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:58:30.942137] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:58:31.081983] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:31.220583] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:31.360142] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:31.505081] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:31.645922] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:31.793185] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:31.940135] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:32.084698] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:32.228934] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:32.375836] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:32.375971] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T22:58:32.376033] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2204 tests
[2025-10-14T22:58:32.376070] [INFO ] [CONFIGURE ] ATMU: Testing feature 6/29: add_failed_moves
[2025-10-14T22:58:32.376101] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T22:58:32.501993] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:32.622466] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:32.743413] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:32.864485] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:32.985527] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:33.112252] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:33.235743] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:33.361773] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:33.487301] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:33.615752] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:33.615874] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T22:58:33.615928] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2203 tests
[2025-10-14T22:58:33.615986] [INFO ] [CONFIGURE ] ATMU: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:58:33.616019] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T22:58:33.729080] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:33.841251] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:33.956089] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:34.077031] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:34.218162] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:34.334808] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:34.454543] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:34.574588] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:34.699497] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:34.820335] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:34.820524] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T22:58:34.820588] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2202 tests
[2025-10-14T22:58:34.820626] [INFO ] [CONFIGURE ] ATMU: Testing feature 8/29: add_macd
[2025-10-14T22:58:34.820704] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T22:58:34.981384] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:35.158210] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:35.341971] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:35.548966] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:35.758860] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:35.934095] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:36.099240] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:36.272149] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:36.438939] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T22:58:36.604173] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:36.604414] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:58:36.604486] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.4s/test | Remaining: 2201 tests
[2025-10-14T22:58:36.604936] [INFO ] [CONFIGURE ] ATMU: Testing feature 9/29: add_mfi
[2025-10-14T22:58:36.604979] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T22:58:36.735944] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:36.867962] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:37.001270] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:37.138724] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:37.272740] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:37.417194] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:37.552022] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:37.688234] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:37.827017] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:37.966021] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:37.966223] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:58:37.966271] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2200 tests
[2025-10-14T22:58:37.966309] [INFO ] [CONFIGURE ] ATMU: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:58:37.966343] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:58:38.129084] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:38.279338] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:38.437341] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:58:38.586413] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:38.734810] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:38.898321] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:39.101357] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:39.259227] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:39.417275] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:39.574447] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:39.574607] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T22:58:39.574689] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2199 tests
[2025-10-14T22:58:39.574743] [INFO ] [CONFIGURE ] ATMU: Testing feature 11/29: add_obv_daily
[2025-10-14T22:58:39.574778] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T22:58:39.704082] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:39.834178] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:39.965041] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:40.093067] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:40.222388] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:40.354431] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:40.487638] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:40.618869] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:40.751794] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:40.884140] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:58:40.884304] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T22:58:40.884401] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2198 tests
[2025-10-14T22:58:40.884456] [INFO ] [CONFIGURE ] ATMU: Testing feature 12/29: add_obv_interval
[2025-10-14T22:58:40.884489] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T22:58:41.010441] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:58:41.137218] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:41.266436] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:41.434036] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:41.574008] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:41.702847] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:41.835068] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:41.970964] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:42.103153] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:42.231819] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:42.231980] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T22:58:42.232025] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2197 tests
[2025-10-14T22:58:42.232059] [INFO ] [CONFIGURE ] ATMU: Testing feature 13/29: add_opening_strength
[2025-10-14T22:58:42.232091] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:58:42.362528] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:42.496119] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:42.632036] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:42.771013] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:42.909230] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:43.047989] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:43.197556] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:43.357575] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:43.509556] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:43.670591] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:43.670791] [INFO ] [CONFIGURE ] ATMU: KEPT add_opening_strength (score: 60.00%)
[2025-10-14T22:58:43.670855] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.4s/test | Remaining: 2196 tests
[2025-10-14T22:58:43.670895] [INFO ] [CONFIGURE ] ATMU: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:58:43.670928] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-14T22:58:43.855487] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:44.033513] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:44.204843] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:44.376582] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:44.542010] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:44.716677] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:44.882017] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:45.030039] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:45.183067] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:45.334951] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:45.335086] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T22:58:45.335143] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2195 tests
[2025-10-14T22:58:45.335181] [INFO ] [CONFIGURE ] ATMU: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:58:45.335213] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-14T22:58:45.464543] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:45.613729] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:45.755210] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:45.889295] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:46.023807] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:46.159399] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:46.295023] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:46.431983] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:46.570534] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:46.712265] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:46.712414] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T22:58:46.712468] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2194 tests
[2025-10-14T22:58:46.712504] [INFO ] [CONFIGURE ] ATMU: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:58:46.712542] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-14T22:58:46.853037] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:47.000899] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:47.144031] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:47.285970] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:47.428530] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:47.584398] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:58:47.735202] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:47.881300] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:48.027051] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:48.173033] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:48.173174] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T22:58:48.173280] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2193 tests
[2025-10-14T22:58:48.173335] [INFO ] [CONFIGURE ] ATMU: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:58:48.173370] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-14T22:58:48.315389] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:48.459944] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:58:48.607005] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:48.756659] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:48.905858] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:49.052513] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:49.202722] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:49.348921] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:49.496172] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:49.645231] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:49.645367] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:58:49.645411] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.4s/test | Remaining: 2192 tests
[2025-10-14T22:58:49.645446] [INFO ] [CONFIGURE ] ATMU: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:58:49.645478] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-14T22:58:49.778545] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:49.918998] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:58:50.056247] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:50.196359] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:50.331236] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:50.467216] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:50.606970] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:50.745096] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:50.883263] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:51.023999] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:51.024177] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T22:58:51.024223] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2191 tests
[2025-10-14T22:58:51.024257] [INFO ] [CONFIGURE ] ATMU: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:58:51.024290] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-14T22:58:51.157055] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:51.290976] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:51.424101] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:51.560210] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:51.695446] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:58:51.856599] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:51.998864] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:52.137977] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:52.275990] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:52.417793] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:52.417962] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T22:58:52.418018] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2190 tests
[2025-10-14T22:58:52.418054] [INFO ] [CONFIGURE ] ATMU: Testing feature 20/29: add_price_rejection
[2025-10-14T22:58:52.418086] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-14T22:58:52.564228] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:52.708380] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:52.852794] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:53.002783] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:53.151115] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:53.296690] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:53.447820] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:53.597923] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:53.746087] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:53.897872] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:53.898085] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:58:53.898161] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2189 tests
[2025-10-14T22:58:53.898220] [INFO ] [CONFIGURE ] ATMU: Testing feature 21/29: add_range_position
[2025-10-14T22:58:53.898255] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-14T22:58:54.054829] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:54.220441] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:54.372318] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:54.523981] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:54.675842] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:54.836615] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:54.998830] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:55.162078] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:55.322020] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:55.482611] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:55.482766] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:58:55.482837] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2188 tests
[2025-10-14T22:58:55.482874] [INFO ] [CONFIGURE ] ATMU: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:58:55.482905] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-14T22:58:55.656109] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:55.831368] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:56.006990] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:56.190225] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:56.365420] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:56.542372] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:56.747757] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:56.927385] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:57.106030] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:57.293190] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:57.293366] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T22:58:57.293430] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2187 tests
[2025-10-14T22:58:57.293469] [INFO ] [CONFIGURE ] ATMU: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:58:57.293500] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-14T22:58:57.442439] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:57.654018] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:58:57.802853] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:57.951564] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:58.102152] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:58.257503] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:58:58.408822] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:58:58.557407] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:58:58.711835] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:58:58.863308] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:58:58.863457] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T22:58:58.863501] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2186 tests
[2025-10-14T22:58:58.863537] [INFO ] [CONFIGURE ] ATMU: Testing feature 24/29: add_rsi
[2025-10-14T22:58:58.863569] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-14T22:58:59.030253] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:58:59.194765] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:58:59.362232] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:58:59.525567] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:58:59.688944] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:58:59.852680] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:00.017796] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:00.182750] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:00.352666] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:00.528939] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:00.529067] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T22:59:00.529112] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.4s/test | Remaining: 2185 tests
[2025-10-14T22:59:00.529147] [INFO ] [CONFIGURE ] ATMU: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:59:00.529178] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-14T22:59:00.669671] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:00.804496] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:00.941225] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:01.083215] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:01.226130] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:01.369021] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:01.516545] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:01.662452] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:01.806580] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:01.952817] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:01.952952] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:59:01.952996] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.4s/test | Remaining: 2184 tests
[2025-10-14T22:59:01.953029] [INFO ] [CONFIGURE ] ATMU: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:59:01.953061] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-14T22:59:02.093891] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:02.236079] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:02.377721] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:02.522581] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:02.665602] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:02.815866] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:02.961307] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:03.107126] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:03.254712] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:03.401825] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:03.401954] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:59:03.402016] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.4s/test | Remaining: 2183 tests
[2025-10-14T22:59:03.402052] [INFO ] [CONFIGURE ] ATMU: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:59:03.402083] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-14T22:59:03.559524] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:03.718220] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:03.875525] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:04.033806] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:04.191630] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:04.355849] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:04.515239] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:04.676351] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:04.836659] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:05.000172] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:05.000380] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T22:59:05.000446] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.4s/test | Remaining: 2182 tests
[2025-10-14T22:59:05.000483] [INFO ] [CONFIGURE ] ATMU: Testing feature 28/29: add_volume_profile
[2025-10-14T22:59:05.000517] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-14T22:59:05.156040] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:05.304080] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:05.451472] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:05.604453] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:05.756524] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:05.911672] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:06.061865] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:06.216427] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:59:06.368516] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:06.528116] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:06.528273] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T22:59:06.528335] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.4s/test | Remaining: 2181 tests
[2025-10-14T22:59:06.528372] [INFO ] [CONFIGURE ] ATMU: Testing feature 29/29: add_vwap
[2025-10-14T22:59:06.528404] [INFO ] [CONFIGURE ] ATMU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_vwap']
[2025-10-14T22:59:06.682523] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:06.835037] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:06.993240] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:07.144862] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:07.297325] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:07.450889] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:07.610999] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T22:59:07.772473] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T22:59:07.925182] [DEBUG] [FORECASTER] ATMU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T22:59:08.080060] [DEBUG] [FORECASTER] ATMU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:08.080241] [INFO ] [CONFIGURE ] ATMU: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T22:59:08.080310] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.4s/test | Remaining: 2180 tests
[2025-10-14T22:59:08.080368] [INFO ] [CONFIGURE ] ATMU: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:59:08.080401] [INFO ] [CONFIGURE ] ATMU: Best accuracy: 60.00%
[2025-10-14T22:59:08.080432] [INFO ] [CONFIGURE ] ATMU: Best feature set (3 features): ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:59:08.080461] [INFO ] [CONFIGURE ] ATMU: Improvement over baseline: 30.00%
[2025-10-14T22:59:08.080487] [INFO ] [CONFIGURE ] ATMU: Total time: 42.3 seconds
[2025-10-14T22:59:08.080513] [INFO ] [CONFIGURE ] ATMU: Average time per feature: 1.5 seconds
[2025-10-14T22:59:08.080541] [INFO ] [CONFIGURE ] ATMU: Average speed: 0.69 features/sec
[2025-10-14T22:59:08.081087] [INFO ] [LOCAL     ] Saved configuration for ATMU: 3 features, 60.00% accuracy -> ./output/feature-sets/ATMU.json
[2025-10-14T22:59:08.081155] [INFO ] [CONFIGURE ] ATMU: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-14T22:59:08.081244] [INFO ] [sig       ] [21/96] Successfully configured ATMU | 0.02 sym/s | Total: 14.8m | ETA: 52.7m
[2025-10-14T22:59:08.081313] [INFO ] [sig       ] [22/96] Configuring ATO...
[2025-10-14T22:59:08.081352] [INFO ] [CONFIGURE ] ATO: Configurate test run.
[2025-10-14T22:59:08.081383] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATO' from 'https://tdm.silogroup.org/data/derivative_storage/ATO.csv'.
[2025-10-14T22:59:08.095075] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATO'.
[2025-10-14T22:59:08.095476] [INFO ] [CONFIGURE ] ATO: Testing with 29 available features
[2025-10-14T22:59:08.095533] [INFO ] [CONFIGURE ] ATO: Establishing baseline with no features...
[2025-10-14T22:59:08.207818] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:08.317232] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:08.427828] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:08.538326] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:08.652594] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:08.768019] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:08.882886] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:08.993960] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:09.105743] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:09.221486] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:09.221704] [INFO ] [CONFIGURE ] ATO: Baseline score (no features): 60.00%
[2025-10-14T22:59:09.221769] [INFO ] [CONFIGURE ] ATO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:59:09.221806] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:59:09.347777] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:09.473006] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:09.623139] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:09.752939] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:09.880045] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:10.005556] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:10.129430] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:10.257089] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:10.382788] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:10.508596] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:10.508796] [INFO ] [CONFIGURE ] ATO: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T22:59:10.508846] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.4s/test | Remaining: 2179 tests
[2025-10-14T22:59:10.508884] [INFO ] [CONFIGURE ] ATO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:59:10.508915] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:59:10.632467] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:10.757875] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:10.888538] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:11.027183] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:11.157329] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:11.287994] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:11.428319] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:11.564100] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:11.703594] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:11.858618] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:11.858837] [INFO ] [CONFIGURE ] ATO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T22:59:11.858900] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.4s/test | Remaining: 2178 tests
[2025-10-14T22:59:11.858939] [INFO ] [CONFIGURE ] ATO: Testing feature 3/29: add_daily_returns
[2025-10-14T22:59:11.858971] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_daily_returns']
[2025-10-14T22:59:11.966260] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:12.072871] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:12.183364] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:12.299727] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:12.415786] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:12.535216] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:12.646094] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:12.757974] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:12.870025] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:12.985386] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:12.985546] [INFO ] [CONFIGURE ] ATO: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T22:59:12.985592] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.4s/test | Remaining: 2177 tests
[2025-10-14T22:59:12.985627] [INFO ] [CONFIGURE ] ATO: Testing feature 4/29: add_ema
[2025-10-14T22:59:12.985695] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_ema']
[2025-10-14T22:59:13.107240] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:13.233252] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:13.354017] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:13.476096] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:13.598493] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:13.720454] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:13.842781] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:13.963692] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:14.088067] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:14.211172] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:14.211327] [INFO ] [CONFIGURE ] ATO: DISCARDED add_ema (score: 50.00%)
[2025-10-14T22:59:14.211371] [INFO ] [CONFIGURE ] JOB ETA: 51.7m | Avg: 1.4s/test | Remaining: 2176 tests
[2025-10-14T22:59:14.211406] [INFO ] [CONFIGURE ] ATO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:59:14.211437] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:59:14.343288] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:14.474924] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:14.607481] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:14.740533] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:14.908808] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:15.043073] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:15.178281] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:15.335400] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:15.488473] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:59:15.647461] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:15.647631] [INFO ] [CONFIGURE ] ATO: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T22:59:15.647729] [INFO ] [CONFIGURE ] JOB ETA: 51.7m | Avg: 1.4s/test | Remaining: 2175 tests
[2025-10-14T22:59:15.647809] [INFO ] [CONFIGURE ] ATO: Testing feature 6/29: add_failed_moves
[2025-10-14T22:59:15.647867] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_failed_moves']
[2025-10-14T22:59:15.779556] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:15.910727] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:16.043870] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:16.180841] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:16.320383] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:16.451919] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:16.578581] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:16.698065] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:16.817462] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:16.939952] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:16.940119] [INFO ] [CONFIGURE ] ATO: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T22:59:16.940163] [INFO ] [CONFIGURE ] JOB ETA: 51.7m | Avg: 1.4s/test | Remaining: 2174 tests
[2025-10-14T22:59:16.940198] [INFO ] [CONFIGURE ] ATO: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:59:16.940229] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_lag_shelf']
[2025-10-14T22:59:17.047166] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:17.153318] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:17.263389] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:17.371773] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:17.479941] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:17.588182] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:17.696036] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:17.804961] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:17.951755] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:18.062492] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:18.062629] [INFO ] [CONFIGURE ] ATO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T22:59:18.062707] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.4s/test | Remaining: 2173 tests
[2025-10-14T22:59:18.062752] [INFO ] [CONFIGURE ] ATO: Testing feature 8/29: add_macd
[2025-10-14T22:59:18.062783] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T22:59:18.209004] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:18.353479] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:18.500533] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:18.652316] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:18.802566] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:18.949636] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:19.108308] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:19.257555] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:19.411317] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:19.565907] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:19.566063] [INFO ] [CONFIGURE ] ATO: DISCARDED add_macd (score: 40.00%)
[2025-10-14T22:59:19.566109] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.4s/test | Remaining: 2172 tests
[2025-10-14T22:59:19.566143] [INFO ] [CONFIGURE ] ATO: Testing feature 9/29: add_mfi
[2025-10-14T22:59:19.566174] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_mfi']
[2025-10-14T22:59:19.687266] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:19.827539] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:19.948288] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:20.071898] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:20.193758] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:20.318166] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:20.449721] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:20.581853] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:20.713984] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:20.842192] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:20.842386] [INFO ] [CONFIGURE ] ATO: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T22:59:20.842432] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.4s/test | Remaining: 2171 tests
[2025-10-14T22:59:20.842466] [INFO ] [CONFIGURE ] ATO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T22:59:20.842498] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T22:59:20.997623] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:21.138365] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:21.275174] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:21.412548] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:21.548253] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:21.687636] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:21.824808] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:21.961565] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:22.102351] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:22.245999] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:22.246151] [INFO ] [CONFIGURE ] ATO: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T22:59:22.246194] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.4s/test | Remaining: 2170 tests
[2025-10-14T22:59:22.246228] [INFO ] [CONFIGURE ] ATO: Testing feature 11/29: add_obv_daily
[2025-10-14T22:59:22.246258] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_daily']
[2025-10-14T22:59:22.361220] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:22.477174] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:22.590835] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:22.704099] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:22.820820] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:22.935220] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:23.050020] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:23.165962] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:23.284386] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:23.402825] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:23.402976] [INFO ] [CONFIGURE ] ATO: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T22:59:23.403028] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.4s/test | Remaining: 2169 tests
[2025-10-14T22:59:23.403062] [INFO ] [CONFIGURE ] ATO: Testing feature 12/29: add_obv_interval
[2025-10-14T22:59:23.403091] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval']
[2025-10-14T22:59:23.516445] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:23.629912] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:23.742355] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:23.853414] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:23.997291] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:24.110816] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:24.221526] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:24.347077] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:24.468596] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:24.596215] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:24.596413] [INFO ] [CONFIGURE ] ATO: KEPT add_obv_interval (score: 70.00%)
[2025-10-14T22:59:24.596460] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.4s/test | Remaining: 2168 tests
[2025-10-14T22:59:24.596498] [INFO ] [CONFIGURE ] ATO: Testing feature 13/29: add_opening_strength
[2025-10-14T22:59:24.596532] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T22:59:24.745431] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:24.874712] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:25.005080] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:25.137011] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:25.272278] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:25.412807] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:25.549623] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:25.689788] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:25.828417] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:59:25.969478] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:25.969631] [INFO ] [CONFIGURE ] ATO: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T22:59:25.969713] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.4s/test | Remaining: 2167 tests
[2025-10-14T22:59:25.969755] [INFO ] [CONFIGURE ] ATO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T22:59:25.969786] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T22:59:26.108050] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:26.248482] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:26.392906] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:26.536154] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:26.676879] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:26.825276] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:26.969353] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:27.125102] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:27.278823] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:27.433049] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:27.433209] [INFO ] [CONFIGURE ] ATO: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T22:59:27.433253] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.4s/test | Remaining: 2166 tests
[2025-10-14T22:59:27.433286] [INFO ] [CONFIGURE ] ATO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T22:59:27.433317] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T22:59:27.562379] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:27.676502] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:27.798320] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:27.913163] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:28.031605] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:28.164764] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:28.317546] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:28.480877] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:28.653065] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:28.808056] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:28.808252] [INFO ] [CONFIGURE ] ATO: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T22:59:28.808301] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.4s/test | Remaining: 2165 tests
[2025-10-14T22:59:28.808343] [INFO ] [CONFIGURE ] ATO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T22:59:28.808377] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T22:59:28.987336] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:29.144898] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:29.286603] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:29.425195] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:29.554183] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:29.681016] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:29.804559] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:29.930003] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:30.093892] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:30.230303] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:30.230469] [INFO ] [CONFIGURE ] ATO: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T22:59:30.230534] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.4s/test | Remaining: 2164 tests
[2025-10-14T22:59:30.230572] [INFO ] [CONFIGURE ] ATO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T22:59:30.230605] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T22:59:30.370285] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:30.499612] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:30.628443] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:30.758303] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:30.885933] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:31.032598] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:31.161266] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:31.292968] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:31.423031] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:59:31.554583] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:31.554749] [INFO ] [CONFIGURE ] ATO: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T22:59:31.554801] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.4s/test | Remaining: 2163 tests
[2025-10-14T22:59:31.554836] [INFO ] [CONFIGURE ] ATO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T22:59:31.554867] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T22:59:31.666898] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:31.786011] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:31.900441] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:32.027587] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:32.148605] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:32.261828] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:32.377351] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:32.491255] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:32.612615] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:32.729854] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:32.730009] [INFO ] [CONFIGURE ] ATO: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T22:59:32.730070] [INFO ] [CONFIGURE ] JOB ETA: 51.3m | Avg: 1.4s/test | Remaining: 2162 tests
[2025-10-14T22:59:32.730112] [INFO ] [CONFIGURE ] ATO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T22:59:32.730144] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T22:59:32.841136] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:32.952408] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:33.072539] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.188854] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:33.306301] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.419558] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:33.531496] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.646843] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.760855] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.873890] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:33.874024] [INFO ] [CONFIGURE ] ATO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T22:59:33.874067] [INFO ] [CONFIGURE ] JOB ETA: 51.3m | Avg: 1.4s/test | Remaining: 2161 tests
[2025-10-14T22:59:33.874102] [INFO ] [CONFIGURE ] ATO: Testing feature 20/29: add_price_rejection
[2025-10-14T22:59:33.874133] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_price_rejection']
[2025-10-14T22:59:33.996895] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:34.122983] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:34.244992] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:34.365692] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:34.487863] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:34.609006] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:34.736663] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:34.859141] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:34.983447] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:35.106465] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:35.106626] [INFO ] [CONFIGURE ] ATO: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T22:59:35.106706] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.4s/test | Remaining: 2160 tests
[2025-10-14T22:59:35.106752] [INFO ] [CONFIGURE ] ATO: Testing feature 21/29: add_range_position
[2025-10-14T22:59:35.106785] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_range_position']
[2025-10-14T22:59:35.235069] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:35.361126] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:35.493087] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:35.622376] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:35.762312] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:35.933000] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:36.087050] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:36.237011] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:36.370876] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:36.507890] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:36.508074] [INFO ] [CONFIGURE ] ATO: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T22:59:36.508120] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.4s/test | Remaining: 2159 tests
[2025-10-14T22:59:36.508154] [INFO ] [CONFIGURE ] ATO: Testing feature 22/29: add_realized_volatility
[2025-10-14T22:59:36.508186] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_realized_volatility']
[2025-10-14T22:59:36.657536] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T22:59:36.817823] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:36.969105] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:37.117157] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:37.264193] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:37.419260] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:37.593853] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:37.745790] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:37.897295] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:38.048521] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:38.048741] [INFO ] [CONFIGURE ] ATO: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T22:59:38.048805] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.4s/test | Remaining: 2158 tests
[2025-10-14T22:59:38.048843] [INFO ] [CONFIGURE ] ATO: Testing feature 23/29: add_recent_range_context
[2025-10-14T22:59:38.048875] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_recent_range_context']
[2025-10-14T22:59:38.169497] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:38.289922] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:38.416315] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:38.543283] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:38.666120] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:38.793633] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:38.916551] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:39.045019] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:39.193549] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:59:39.317448] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:39.317622] [INFO ] [CONFIGURE ] ATO: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T22:59:39.317698] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.4s/test | Remaining: 2157 tests
[2025-10-14T22:59:39.317746] [INFO ] [CONFIGURE ] ATO: Testing feature 24/29: add_rsi
[2025-10-14T22:59:39.317781] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T22:59:39.456745] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:39.600516] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:39.743665] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:39.885071] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:40.025814] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:40.167459] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:40.310540] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:40.458167] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:40.604528] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:40.748497] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:40.748720] [INFO ] [CONFIGURE ] ATO: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T22:59:40.748785] [INFO ] [CONFIGURE ] JOB ETA: 51.1m | Avg: 1.4s/test | Remaining: 2156 tests
[2025-10-14T22:59:40.748826] [INFO ] [CONFIGURE ] ATO: Testing feature 25/29: add_tick_distribution
[2025-10-14T22:59:40.748860] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_tick_distribution']
[2025-10-14T22:59:40.865819] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:40.982786] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:41.100433] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T22:59:41.227349] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:41.346241] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:41.465902] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:41.585770] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:41.709393] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:41.834611] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:41.960530] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:41.960717] [INFO ] [CONFIGURE ] ATO: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T22:59:41.960781] [INFO ] [CONFIGURE ] JOB ETA: 51.1m | Avg: 1.4s/test | Remaining: 2155 tests
[2025-10-14T22:59:41.960819] [INFO ] [CONFIGURE ] ATO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T22:59:41.960851] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T22:59:42.081073] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:42.222546] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:42.339387] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:42.459796] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:42.583298] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:42.712751] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:42.835855] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:42.959277] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:43.082274] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:43.206178] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:43.206401] [INFO ] [CONFIGURE ] ATO: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T22:59:43.206452] [INFO ] [CONFIGURE ] JOB ETA: 51.1m | Avg: 1.4s/test | Remaining: 2154 tests
[2025-10-14T22:59:43.206489] [INFO ] [CONFIGURE ] ATO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T22:59:43.206522] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T22:59:43.336840] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:43.464234] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:43.601926] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:43.732299] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:43.861303] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:43.990932] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:44.122741] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:44.258663] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:44.399965] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:44.537126] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:44.537272] [INFO ] [CONFIGURE ] ATO: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T22:59:44.537314] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.4s/test | Remaining: 2153 tests
[2025-10-14T22:59:44.537349] [INFO ] [CONFIGURE ] ATO: Testing feature 28/29: add_volume_profile
[2025-10-14T22:59:44.537380] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_volume_profile']
[2025-10-14T22:59:44.664046] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:44.786900] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:44.910868] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:45.034228] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:45.159298] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T22:59:45.283965] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:45.407955] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:45.559552] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T22:59:45.686216] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:45.812829] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T22:59:45.812978] [INFO ] [CONFIGURE ] ATO: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T22:59:45.813024] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.4s/test | Remaining: 2152 tests
[2025-10-14T22:59:45.813060] [INFO ] [CONFIGURE ] ATO: Testing feature 29/29: add_vwap
[2025-10-14T22:59:45.813092] [INFO ] [CONFIGURE ] ATO: Testing with features: ['add_obv_interval', 'add_vwap']
[2025-10-14T22:59:45.934288] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T22:59:46.055410] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:46.177003] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.301720] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.426162] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.549161] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.673538] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.803188] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T22:59:46.931939] [DEBUG] [FORECASTER] ATO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:47.059719] [DEBUG] [FORECASTER] ATO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T22:59:47.059877] [INFO ] [CONFIGURE ] ATO: DISCARDED add_vwap (score: 20.00%)
[2025-10-14T22:59:47.059922] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.4s/test | Remaining: 2151 tests
[2025-10-14T22:59:47.059958] [INFO ] [CONFIGURE ] ATO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T22:59:47.059990] [INFO ] [CONFIGURE ] ATO: Best accuracy: 70.00%
[2025-10-14T22:59:47.060020] [INFO ] [CONFIGURE ] ATO: Best feature set (1 features): ['add_obv_interval']
[2025-10-14T22:59:47.060049] [INFO ] [CONFIGURE ] ATO: Improvement over baseline: 10.00%
[2025-10-14T22:59:47.060077] [INFO ] [CONFIGURE ] ATO: Total time: 37.8 seconds
[2025-10-14T22:59:47.060103] [INFO ] [CONFIGURE ] ATO: Average time per feature: 1.3 seconds
[2025-10-14T22:59:47.060131] [INFO ] [CONFIGURE ] ATO: Average speed: 0.77 features/sec
[2025-10-14T22:59:47.060566] [INFO ] [LOCAL     ] Saved configuration for ATO: 1 features, 70.00% accuracy -> ./output/feature-sets/ATO.json
[2025-10-14T22:59:47.060627] [INFO ] [CONFIGURE ] ATO: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T22:59:47.060745] [INFO ] [sig       ] [22/96] Successfully configured ATO | 0.02 sym/s | Total: 15.4m | ETA: 51.8m
[2025-10-14T22:59:47.060815] [INFO ] [sig       ] [23/96] Configuring ATR...
[2025-10-14T22:59:47.060855] [INFO ] [CONFIGURE ] ATR: Configurate test run.
[2025-10-14T22:59:47.060886] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATR' from 'https://tdm.silogroup.org/data/derivative_storage/ATR.csv'.
[2025-10-14T22:59:47.072878] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATR'.
[2025-10-14T22:59:47.073264] [INFO ] [CONFIGURE ] ATR: Testing with 29 available features
[2025-10-14T22:59:47.073353] [INFO ] [CONFIGURE ] ATR: Establishing baseline with no features...
[2025-10-14T22:59:47.182770] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:59:47.290382] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:47.397372] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:47.500503] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:47.607406] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:47.706432] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:47.813579] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T22:59:47.915339] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:48.018454] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T22:59:48.123072] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:48.123216] [INFO ] [CONFIGURE ] ATR: Baseline score (no features): 60.00%
[2025-10-14T22:59:48.123258] [INFO ] [CONFIGURE ] ATR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T22:59:48.123291] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_bollinger_bands']
[2025-10-14T22:59:48.241122] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T22:59:48.356610] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:48.470032] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:48.589607] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:48.703944] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:48.819578] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:48.935759] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:49.052184] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:49.172953] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:49.292209] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:49.292385] [INFO ] [CONFIGURE ] ATR: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T22:59:49.292430] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.4s/test | Remaining: 2150 tests
[2025-10-14T22:59:49.292465] [INFO ] [CONFIGURE ] ATR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T22:59:49.292499] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta']
[2025-10-14T22:59:49.420207] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:49.543797] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:49.666690] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:49.789039] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:49.913004] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:50.045615] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:50.177042] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:50.304420] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:50.438980] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:50.569468] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:50.569625] [INFO ] [CONFIGURE ] ATR: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T22:59:50.569700] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.4s/test | Remaining: 2149 tests
[2025-10-14T22:59:50.569747] [INFO ] [CONFIGURE ] ATR: Testing feature 3/29: add_daily_returns
[2025-10-14T22:59:50.569779] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T22:59:50.709456] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:50.839306] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:50.971746] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:51.098682] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:51.225604] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:51.356970] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:51.484592] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:51.617506] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:51.744378] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:51.875921] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:51.876074] [INFO ] [CONFIGURE ] ATR: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T22:59:51.876119] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.4s/test | Remaining: 2148 tests
[2025-10-14T22:59:51.876155] [INFO ] [CONFIGURE ] ATR: Testing feature 4/29: add_ema
[2025-10-14T22:59:51.876187] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T22:59:52.013499] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:52.153149] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:52.291451] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T22:59:52.434137] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:52.575569] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:52.717184] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:52.867189] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:53.017605] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:53.171467] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:53.322849] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:53.323014] [INFO ] [CONFIGURE ] ATR: DISCARDED add_ema (score: 60.00%)
[2025-10-14T22:59:53.323061] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.4s/test | Remaining: 2147 tests
[2025-10-14T22:59:53.323099] [INFO ] [CONFIGURE ] ATR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T22:59:53.323179] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T22:59:53.469543] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:53.615878] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T22:59:53.764332] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:53.913322] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:54.064338] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T22:59:54.228090] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:54.392785] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:54.547561] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:54.706957] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:54.868345] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:54.868521] [INFO ] [CONFIGURE ] ATR: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T22:59:54.868567] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.4s/test | Remaining: 2146 tests
[2025-10-14T22:59:54.868604] [INFO ] [CONFIGURE ] ATR: Testing feature 6/29: add_failed_moves
[2025-10-14T22:59:54.868636] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T22:59:55.007132] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:55.142008] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:55.280033] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:55.418553] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:55.562465] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:55.699599] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:55.834603] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:55.970848] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:56.106250] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:56.243787] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:56.243951] [INFO ] [CONFIGURE ] ATR: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T22:59:56.244016] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.4s/test | Remaining: 2145 tests
[2025-10-14T22:59:56.244051] [INFO ] [CONFIGURE ] ATR: Testing feature 7/29: add_lag_shelf
[2025-10-14T22:59:56.244082] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T22:59:56.367489] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:56.490582] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:56.617863] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:56.744943] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:56.870683] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:57.000019] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:57.127877] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:57.255962] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:57.382307] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:57.512367] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:57.512521] [INFO ] [CONFIGURE ] ATR: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T22:59:57.512565] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.4s/test | Remaining: 2144 tests
[2025-10-14T22:59:57.512599] [INFO ] [CONFIGURE ] ATR: Testing feature 8/29: add_macd
[2025-10-14T22:59:57.512631] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T22:59:57.682432] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:57.847154] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:58.017602] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:58.185910] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T22:59:58.356124] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T22:59:58.529957] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T22:59:58.699125] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T22:59:58.871602] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T22:59:59.043388] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T22:59:59.215070] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T22:59:59.215232] [INFO ] [CONFIGURE ] ATR: DISCARDED add_macd (score: 70.00%)
[2025-10-14T22:59:59.215277] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.4s/test | Remaining: 2143 tests
[2025-10-14T22:59:59.215311] [INFO ] [CONFIGURE ] ATR: Testing feature 9/29: add_mfi
[2025-10-14T22:59:59.215343] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T22:59:59.365145] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T22:59:59.506222] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T22:59:59.649548] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T22:59:59.802419] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T22:59:59.946998] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:00.093340] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:00.236461] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:00.387863] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:00.545578] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:00.724770] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:00.724947] [INFO ] [CONFIGURE ] ATR: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:00:00.725038] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.4s/test | Remaining: 2142 tests
[2025-10-14T23:00:00.725082] [INFO ] [CONFIGURE ] ATR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:00:00.725115] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:00:00.883474] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:01.043373] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:01.220245] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:01.381813] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:01.536292] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:01.692672] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:01.849114] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:02.019879] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:02.179028] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:02.335715] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:02.335928] [INFO ] [CONFIGURE ] ATR: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:00:02.335974] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.4s/test | Remaining: 2141 tests
[2025-10-14T23:00:02.336011] [INFO ] [CONFIGURE ] ATR: Testing feature 11/29: add_obv_daily
[2025-10-14T23:00:02.336045] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:00:02.469190] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:02.602543] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:02.735981] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:02.880374] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:03.039087] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:03.179611] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:03.315552] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:03.452122] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:03.593625] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:03.742521] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:03.742718] [INFO ] [CONFIGURE ] ATR: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:00:03.742777] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.4s/test | Remaining: 2140 tests
[2025-10-14T23:00:03.742817] [INFO ] [CONFIGURE ] ATR: Testing feature 12/29: add_obv_interval
[2025-10-14T23:00:03.742851] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:00:03.876543] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:04.008272] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:04.146074] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:00:04.290677] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:04.431767] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:04.572019] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:04.720536] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:04.882821] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:05.040336] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:00:05.211393] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:05.211824] [INFO ] [CONFIGURE ] ATR: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:00:05.211910] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.4s/test | Remaining: 2139 tests
[2025-10-14T23:00:05.211987] [INFO ] [CONFIGURE ] ATR: Testing feature 13/29: add_opening_strength
[2025-10-14T23:00:05.212036] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:00:05.378732] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:05.544301] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:05.691363] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:05.837114] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:05.982841] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:06.140253] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:06.299529] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:06.457548] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:06.615496] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:06.769823] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:06.770002] [INFO ] [CONFIGURE ] ATR: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:00:06.770045] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.4s/test | Remaining: 2138 tests
[2025-10-14T23:00:06.770079] [INFO ] [CONFIGURE ] ATR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:00:06.770111] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:00:06.921925] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:07.071941] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:07.223506] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:07.376135] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:07.537443] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:07.686207] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:07.833634] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:08.001822] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:08.170099] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:08.337365] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:08.337610] [INFO ] [CONFIGURE ] ATR: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:00:08.337722] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.4s/test | Remaining: 2137 tests
[2025-10-14T23:00:08.337786] [INFO ] [CONFIGURE ] ATR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:00:08.337826] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:00:08.477210] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:08.631930] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:08.786762] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:08.973804] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:09.141674] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:09.274774] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:09.416638] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:09.559368] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:09.701178] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:09.843665] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:09.843861] [INFO ] [CONFIGURE ] ATR: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:00:09.843924] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.4s/test | Remaining: 2136 tests
[2025-10-14T23:00:09.843962] [INFO ] [CONFIGURE ] ATR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:00:09.843993] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:00:09.982872] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:10.121438] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:10.254488] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:10.386972] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:10.526525] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:10.657363] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:10.788885] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:10.919610] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:11.053216] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:11.187293] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:11.187428] [INFO ] [CONFIGURE ] ATR: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:00:11.187472] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.4s/test | Remaining: 2135 tests
[2025-10-14T23:00:11.187506] [INFO ] [CONFIGURE ] ATR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:00:11.187537] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:00:11.327158] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:11.464032] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:11.603063] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:11.739299] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:11.874801] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:12.015149] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:12.154296] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:12.290865] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:12.433542] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:12.572678] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:12.572823] [INFO ] [CONFIGURE ] ATR: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:00:12.572868] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.4s/test | Remaining: 2134 tests
[2025-10-14T23:00:12.572902] [INFO ] [CONFIGURE ] ATR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:00:12.572933] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:00:12.697765] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:12.826966] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:00:12.951592] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:00:13.076986] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:13.202805] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:13.324450] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:13.447341] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:13.574727] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:13.700306] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:13.825087] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:13.825243] [INFO ] [CONFIGURE ] ATR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:00:13.825286] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.4s/test | Remaining: 2133 tests
[2025-10-14T23:00:13.825321] [INFO ] [CONFIGURE ] ATR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:00:13.825353] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:00:13.948297] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:14.078973] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:14.226719] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:14.376977] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:14.512897] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:14.643706] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:14.773144] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:14.902492] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:15.041432] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:15.180026] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:15.180254] [INFO ] [CONFIGURE ] ATR: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:00:15.180317] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2132 tests
[2025-10-14T23:00:15.180355] [INFO ] [CONFIGURE ] ATR: Testing feature 20/29: add_price_rejection
[2025-10-14T23:00:15.180387] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:00:15.334020] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:15.492526] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:15.641423] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:15.819227] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:15.966098] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:16.128445] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:16.286723] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:16.442588] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:16.606595] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:16.760072] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:16.760250] [INFO ] [CONFIGURE ] ATR: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:00:16.760296] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2131 tests
[2025-10-14T23:00:16.760331] [INFO ] [CONFIGURE ] ATR: Testing feature 21/29: add_range_position
[2025-10-14T23:00:16.760362] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-14T23:00:16.903171] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:17.045851] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:17.188437] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:17.342507] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:17.494949] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:00:17.644369] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:17.789987] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:17.935797] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:18.092576] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:18.259334] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:18.259511] [INFO ] [CONFIGURE ] ATR: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:00:18.259576] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2130 tests
[2025-10-14T23:00:18.259636] [INFO ] [CONFIGURE ] ATR: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:00:18.259716] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:00:18.423948] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:18.588183] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:18.750732] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:18.921390] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:19.083054] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:19.244579] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:19.409097] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:19.573938] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:19.738950] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:19.905992] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:19.906189] [INFO ] [CONFIGURE ] ATR: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:00:19.906257] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2129 tests
[2025-10-14T23:00:19.906296] [INFO ] [CONFIGURE ] ATR: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:00:19.906330] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T23:00:20.041236] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:20.175515] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:00:20.310901] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:20.447460] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:20.599911] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:00:20.772705] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:20.966507] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:21.153812] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:21.326024] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:21.492850] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:21.493085] [INFO ] [CONFIGURE ] ATR: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:00:21.493140] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2128 tests
[2025-10-14T23:00:21.493179] [INFO ] [CONFIGURE ] ATR: Testing feature 24/29: add_rsi
[2025-10-14T23:00:21.493215] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T23:00:21.677098] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:21.851614] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:22.039993] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:22.216479] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:22.381804] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:00:22.533191] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:22.686265] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:22.843598] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:22.997385] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:23.154553] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:23.154800] [INFO ] [CONFIGURE ] ATR: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:00:23.154852] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.4s/test | Remaining: 2127 tests
[2025-10-14T23:00:23.154889] [INFO ] [CONFIGURE ] ATR: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:00:23.154940] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T23:00:23.285016] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:23.416756] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:23.548983] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:23.679093] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:23.814465] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:00:23.945809] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:24.080072] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:24.212491] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:24.350994] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:24.487342] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:24.487524] [INFO ] [CONFIGURE ] ATR: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:00:24.487571] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.4s/test | Remaining: 2126 tests
[2025-10-14T23:00:24.487610] [INFO ] [CONFIGURE ] ATR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:00:24.487667] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T23:00:24.625276] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:24.760864] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:00:24.922177] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:25.053821] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:25.186767] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:25.320200] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:25.451867] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:25.585122] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:25.717247] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:25.847817] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:25.848038] [INFO ] [CONFIGURE ] ATR: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:00:25.848090] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.4s/test | Remaining: 2125 tests
[2025-10-14T23:00:25.848125] [INFO ] [CONFIGURE ] ATR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:00:25.848157] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T23:00:25.985094] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:00:26.132185] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:26.277773] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:26.419068] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:26.570516] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:26.712353] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:26.861876] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:27.035474] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:27.186943] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:27.333404] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:27.333573] [INFO ] [CONFIGURE ] ATR: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:00:27.333620] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.4s/test | Remaining: 2124 tests
[2025-10-14T23:00:27.333690] [INFO ] [CONFIGURE ] ATR: Testing feature 28/29: add_volume_profile
[2025-10-14T23:00:27.333740] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_volume_profile']
[2025-10-14T23:00:27.468336] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:27.611019] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:00:27.752202] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:27.892284] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:28.040468] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:28.176715] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:28.332749] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:28.473887] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:28.618606] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:28.767923] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:28.768164] [INFO ] [CONFIGURE ] ATR: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:00:28.768220] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.4s/test | Remaining: 2123 tests
[2025-10-14T23:00:28.768259] [INFO ] [CONFIGURE ] ATR: Testing feature 29/29: add_vwap
[2025-10-14T23:00:28.768293] [INFO ] [CONFIGURE ] ATR: Testing with features: ['add_cumulative_delta', 'add_vwap']
[2025-10-14T23:00:28.918939] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:29.070538] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:29.212203] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:00:29.345300] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:29.489119] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:00:29.628197] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:00:29.767352] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:00:29.912638] [DEBUG] [FORECASTER] ATR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:30.055633] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:00:30.203137] [DEBUG] [FORECASTER] ATR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:30.203348] [INFO ] [CONFIGURE ] ATR: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:00:30.203402] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.4s/test | Remaining: 2122 tests
[2025-10-14T23:00:30.203440] [INFO ] [CONFIGURE ] ATR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:00:30.203470] [INFO ] [CONFIGURE ] ATR: Best accuracy: 70.00%
[2025-10-14T23:00:30.203501] [INFO ] [CONFIGURE ] ATR: Best feature set (1 features): ['add_cumulative_delta']
[2025-10-14T23:00:30.203529] [INFO ] [CONFIGURE ] ATR: Improvement over baseline: 10.00%
[2025-10-14T23:00:30.203592] [INFO ] [CONFIGURE ] ATR: Total time: 42.1 seconds
[2025-10-14T23:00:30.203662] [INFO ] [CONFIGURE ] ATR: Average time per feature: 1.5 seconds
[2025-10-14T23:00:30.203718] [INFO ] [CONFIGURE ] ATR: Average speed: 0.69 features/sec
[2025-10-14T23:00:30.204204] [INFO ] [LOCAL     ] Saved configuration for ATR: 1 features, 70.00% accuracy -> ./output/feature-sets/ATR.json
[2025-10-14T23:00:30.204271] [INFO ] [CONFIGURE ] ATR: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:00:30.204358] [INFO ] [sig       ] [23/96] Successfully configured ATR | 0.02 sym/s | Total: 16.1m | ETA: 51.2m
[2025-10-14T23:00:30.204425] [INFO ] [sig       ] [24/96] Configuring ATS...
[2025-10-14T23:00:30.204477] [INFO ] [CONFIGURE ] ATS: Configurate test run.
[2025-10-14T23:00:30.204532] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATS' from 'https://tdm.silogroup.org/data/derivative_storage/ATS.csv'.
[2025-10-14T23:00:30.216411] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATS'.
[2025-10-14T23:00:30.216760] [INFO ] [CONFIGURE ] ATS: Testing with 29 available features
[2025-10-14T23:00:30.216816] [INFO ] [CONFIGURE ] ATS: Establishing baseline with no features...
[2025-10-14T23:00:30.325006] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:30.430252] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:30.535560] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:30.640593] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:30.746586] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:30.852029] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:31.007601] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:31.118786] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:31.231740] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:31.343501] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:31.343665] [INFO ] [CONFIGURE ] ATS: Baseline score (no features): 40.00%
[2025-10-14T23:00:31.343728] [INFO ] [CONFIGURE ] ATS: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:00:31.343764] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:00:31.464717] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:31.591289] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:31.719412] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:31.850816] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:31.983233] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:32.110063] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:32.234274] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:32.359518] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:32.482457] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:32.604432] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:32.604576] [INFO ] [CONFIGURE ] ATS: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-14T23:00:32.604622] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.4s/test | Remaining: 2121 tests
[2025-10-14T23:00:32.604688] [INFO ] [CONFIGURE ] ATS: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:00:32.604757] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:00:32.732003] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:32.858823] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:32.991387] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:00:33.132607] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:33.281626] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:33.437879] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:33.586094] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:33.736080] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:33.875618] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:34.040565] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:34.040750] [INFO ] [CONFIGURE ] ATS: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:00:34.040804] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.4s/test | Remaining: 2120 tests
[2025-10-14T23:00:34.040840] [INFO ] [CONFIGURE ] ATS: Testing feature 3/29: add_daily_returns
[2025-10-14T23:00:34.040871] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:00:34.159252] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:34.281354] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:34.405748] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:00:34.627681] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:34.750319] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:34.873204] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:35.001100] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:35.134895] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:35.271889] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:35.394494] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:35.394686] [INFO ] [CONFIGURE ] ATS: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:00:35.394748] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.4s/test | Remaining: 2119 tests
[2025-10-14T23:00:35.394786] [INFO ] [CONFIGURE ] ATS: Testing feature 4/29: add_ema
[2025-10-14T23:00:35.394818] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:00:35.527141] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:35.658563] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:35.797252] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:35.934976] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:36.074003] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:36.213412] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:36.354625] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:36.499477] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:36.644638] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:36.789219] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:36.789381] [INFO ] [CONFIGURE ] ATS: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:00:36.789428] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.4s/test | Remaining: 2118 tests
[2025-10-14T23:00:36.789465] [INFO ] [CONFIGURE ] ATS: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:00:36.789498] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:00:36.945552] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:37.105622] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:37.245998] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:37.385533] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:37.525671] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:37.684783] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:00:37.827294] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:37.973683] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:38.118451] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:38.264350] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:38.264556] [INFO ] [CONFIGURE ] ATS: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T23:00:38.264607] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.4s/test | Remaining: 2117 tests
[2025-10-14T23:00:38.264666] [INFO ] [CONFIGURE ] ATS: Testing feature 6/29: add_failed_moves
[2025-10-14T23:00:38.264727] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:00:38.386264] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:38.504158] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:38.624069] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:38.750317] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:38.875018] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:39.000937] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:39.128319] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:39.255671] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:39.403733] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:39.534477] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:39.534634] [INFO ] [CONFIGURE ] ATS: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:00:39.534716] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.4s/test | Remaining: 2116 tests
[2025-10-14T23:00:39.534757] [INFO ] [CONFIGURE ] ATS: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:00:39.534790] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:00:39.649507] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:39.778999] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:39.894586] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:40.013629] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:40.130474] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:40.246474] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:40.362507] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:40.483056] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:40.603419] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:40.722082] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:40.722258] [INFO ] [CONFIGURE ] ATS: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:00:40.722304] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.4s/test | Remaining: 2115 tests
[2025-10-14T23:00:40.722338] [INFO ] [CONFIGURE ] ATS: Testing feature 8/29: add_macd
[2025-10-14T23:00:40.722371] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:00:40.876923] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:41.029126] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:41.183617] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:00:41.339261] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:41.497625] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:41.663155] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:00:41.830318] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:41.994218] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:42.160172] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:42.328833] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:42.329052] [INFO ] [CONFIGURE ] ATS: DISCARDED add_macd (score: 10.00%)
[2025-10-14T23:00:42.329102] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.4s/test | Remaining: 2114 tests
[2025-10-14T23:00:42.329142] [INFO ] [CONFIGURE ] ATS: Testing feature 9/29: add_mfi
[2025-10-14T23:00:42.329178] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:00:42.468498] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:42.597740] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:42.732806] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:42.875253] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:43.021573] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:43.169931] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:43.315768] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:43.459555] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:43.602573] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:43.749435] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:43.749754] [INFO ] [CONFIGURE ] ATS: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:00:43.749817] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.4s/test | Remaining: 2113 tests
[2025-10-14T23:00:43.749856] [INFO ] [CONFIGURE ] ATS: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:00:43.749891] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:00:43.906073] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:44.065819] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:44.229323] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:44.385626] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:44.541240] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:44.698393] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:44.853594] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:45.005028] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:45.162582] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:45.339874] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:45.340089] [INFO ] [CONFIGURE ] ATS: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:00:45.340138] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.4s/test | Remaining: 2112 tests
[2025-10-14T23:00:45.340176] [INFO ] [CONFIGURE ] ATS: Testing feature 11/29: add_obv_daily
[2025-10-14T23:00:45.340208] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:00:45.464281] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:45.592992] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:45.723085] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:45.863239] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:45.988890] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:46.121420] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:46.253179] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:46.401387] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:46.533079] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:46.663541] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:46.663752] [INFO ] [CONFIGURE ] ATS: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:00:46.663808] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.4s/test | Remaining: 2111 tests
[2025-10-14T23:00:46.663847] [INFO ] [CONFIGURE ] ATS: Testing feature 12/29: add_obv_interval
[2025-10-14T23:00:46.663883] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:00:46.792374] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:46.917520] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:47.047873] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:00:47.182225] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:47.310463] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:47.446783] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:47.577307] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:47.710507] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:47.842482] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:47.972184] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:47.972351] [INFO ] [CONFIGURE ] ATS: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:00:47.972397] [INFO ] [CONFIGURE ] JOB ETA: 50.0m | Avg: 1.4s/test | Remaining: 2110 tests
[2025-10-14T23:00:47.972435] [INFO ] [CONFIGURE ] ATS: Testing feature 13/29: add_opening_strength
[2025-10-14T23:00:47.972520] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:00:48.104097] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:48.243505] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:48.380191] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:00:48.516129] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:48.652956] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:48.789252] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:48.926328] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:49.071255] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:49.217538] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:49.359393] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:49.359561] [INFO ] [CONFIGURE ] ATS: DISCARDED add_opening_strength (score: 20.00%)
[2025-10-14T23:00:49.359625] [INFO ] [CONFIGURE ] JOB ETA: 50.0m | Avg: 1.4s/test | Remaining: 2109 tests
[2025-10-14T23:00:49.359709] [INFO ] [CONFIGURE ] ATS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:00:49.359766] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:00:49.509386] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:00:49.648465] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:49.785450] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:49.927711] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:50.063501] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:50.200205] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:50.337675] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:50.474392] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:50.617298] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:50.758167] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:50.758323] [INFO ] [CONFIGURE ] ATS: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:00:50.758367] [INFO ] [CONFIGURE ] JOB ETA: 50.0m | Avg: 1.4s/test | Remaining: 2108 tests
[2025-10-14T23:00:50.758440] [INFO ] [CONFIGURE ] ATS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:00:50.758493] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:00:50.873255] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:50.990030] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:51.106234] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:51.224999] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:51.344275] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:51.467441] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:51.587147] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:51.706813] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:51.828377] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:51.948718] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:51.948875] [INFO ] [CONFIGURE ] ATS: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:00:51.948919] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.4s/test | Remaining: 2107 tests
[2025-10-14T23:00:51.948954] [INFO ] [CONFIGURE ] ATS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:00:51.948985] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-14T23:00:52.072733] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:52.197053] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:52.328959] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:52.490778] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:52.622939] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:52.756007] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:52.884802] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:53.017668] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:53.156979] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:53.296335] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:53.296541] [INFO ] [CONFIGURE ] ATS: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:00:53.296590] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.4s/test | Remaining: 2106 tests
[2025-10-14T23:00:53.296627] [INFO ] [CONFIGURE ] ATS: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:00:53.296701] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-14T23:00:53.438012] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:53.581379] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:53.719958] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:53.858947] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:53.993051] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:54.132355] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:54.271085] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:54.415547] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:54.553662] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:54.697913] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:54.698114] [INFO ] [CONFIGURE ] ATS: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:00:54.698177] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.4s/test | Remaining: 2105 tests
[2025-10-14T23:00:54.698215] [INFO ] [CONFIGURE ] ATS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:00:54.698256] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-14T23:00:54.825799] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:54.952955] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:55.072272] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:55.192634] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:00:55.313165] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:55.435823] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:55.556502] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:55.677739] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:55.800472] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:55.920934] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:55.921099] [INFO ] [CONFIGURE ] ATS: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:00:55.921142] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.4s/test | Remaining: 2104 tests
[2025-10-14T23:00:55.921176] [INFO ] [CONFIGURE ] ATS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:00:55.921208] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-14T23:00:56.039264] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:56.171453] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:56.296797] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:56.420163] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:56.555613] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:00:56.676856] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:56.797967] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:56.925804] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:00:57.066241] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:57.198672] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:57.198856] [INFO ] [CONFIGURE ] ATS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:00:57.198961] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.4s/test | Remaining: 2103 tests
[2025-10-14T23:00:57.199030] [INFO ] [CONFIGURE ] ATS: Testing feature 20/29: add_price_rejection
[2025-10-14T23:00:57.199075] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-14T23:00:57.329524] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:57.461418] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:57.600476] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:57.732150] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:57.870735] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:58.009223] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:58.135928] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:00:58.263074] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:58.390592] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:58.547617] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:00:58.547780] [INFO ] [CONFIGURE ] ATS: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:00:58.547828] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.4s/test | Remaining: 2102 tests
[2025-10-14T23:00:58.547863] [INFO ] [CONFIGURE ] ATS: Testing feature 21/29: add_range_position
[2025-10-14T23:00:58.547894] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-14T23:00:58.684090] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:00:58.821659] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:00:58.955200] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:00:59.090126] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:00:59.225150] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:00:59.361636] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:00:59.511243] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:00:59.654390] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:00:59.793591] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:00:59.933372] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:00:59.933517] [INFO ] [CONFIGURE ] ATS: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:00:59.933579] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.4s/test | Remaining: 2101 tests
[2025-10-14T23:00:59.933618] [INFO ] [CONFIGURE ] ATS: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:00:59.933676] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-14T23:01:00.093214] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:00.263783] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:00.420853] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:00.572055] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:00.734097] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:01:00.885567] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:01.039135] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:01:01.198838] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:01.352424] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:01.524200] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:01.524407] [INFO ] [CONFIGURE ] ATS: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-14T23:01:01.524479] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.4s/test | Remaining: 2100 tests
[2025-10-14T23:01:01.524534] [INFO ] [CONFIGURE ] ATS: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:01:01.524584] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-14T23:01:01.658329] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:01.787268] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:01.915015] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:02.043878] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:02.170495] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:01:02.308940] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:02.437159] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:01:02.566556] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:02.694211] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:02.829030] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:02.829214] [INFO ] [CONFIGURE ] ATS: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:01:02.829267] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.4s/test | Remaining: 2099 tests
[2025-10-14T23:01:02.829309] [INFO ] [CONFIGURE ] ATS: Testing feature 24/29: add_rsi
[2025-10-14T23:01:02.829347] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T23:01:02.976542] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:03.125065] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:03.283237] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:03.433509] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:01:03.590379] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:01:03.745340] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:03.964664] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:04.115479] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:04.268201] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:04.431638] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:04.431839] [INFO ] [CONFIGURE ] ATS: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T23:01:04.431896] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.4s/test | Remaining: 2098 tests
[2025-10-14T23:01:04.431935] [INFO ] [CONFIGURE ] ATS: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:01:04.431969] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-14T23:01:04.562949] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:04.687241] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:04.809739] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:04.940759] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:01:05.070894] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:01:05.198052] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:05.322279] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:05.450167] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:05.576409] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:05.705011] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:05.705169] [INFO ] [CONFIGURE ] ATS: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:01:05.705214] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.4s/test | Remaining: 2097 tests
[2025-10-14T23:01:05.705250] [INFO ] [CONFIGURE ] ATS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:01:05.705281] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-14T23:01:05.833449] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:05.962827] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:06.104920] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:06.249423] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:01:06.385010] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:01:06.507419] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:06.634627] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:06.763885] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:06.897676] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:07.029143] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:07.029323] [INFO ] [CONFIGURE ] ATS: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:01:07.029375] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.4s/test | Remaining: 2096 tests
[2025-10-14T23:01:07.029411] [INFO ] [CONFIGURE ] ATS: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:01:07.029442] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-14T23:01:07.164191] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:07.297135] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:07.429253] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:07.563541] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:07.697195] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:01:07.835867] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:07.995262] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:08.151945] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:08.303305] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:08.459445] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:08.459668] [INFO ] [CONFIGURE ] ATS: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:01:08.459754] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.4s/test | Remaining: 2095 tests
[2025-10-14T23:01:08.459795] [INFO ] [CONFIGURE ] ATS: Testing feature 28/29: add_volume_profile
[2025-10-14T23:01:08.459829] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-14T23:01:08.610225] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:08.761305] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:08.907930] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:09.053112] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:09.195754] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:01:09.343518] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:09.486216] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:01:09.620944] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:09.760088] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:09.900273] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:09.900451] [INFO ] [CONFIGURE ] ATS: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:01:09.900497] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.4s/test | Remaining: 2094 tests
[2025-10-14T23:01:09.900534] [INFO ] [CONFIGURE ] ATS: Testing feature 29/29: add_vwap
[2025-10-14T23:01:09.900568] [INFO ] [CONFIGURE ] ATS: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-14T23:01:10.048412] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:10.194338] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:10.322631] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:10.451421] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:10.581558] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:01:10.712890] [DEBUG] [FORECASTER] ATS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:10.849669] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:01:10.982618] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:11.116529] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:01:11.276498] [DEBUG] [FORECASTER] ATS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:11.276696] [INFO ] [CONFIGURE ] ATS: DISCARDED add_vwap (score: 30.00%)
[2025-10-14T23:01:11.276758] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.4s/test | Remaining: 2093 tests
[2025-10-14T23:01:11.276796] [INFO ] [CONFIGURE ] ATS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:01:11.276827] [INFO ] [CONFIGURE ] ATS: Best accuracy: 80.00%
[2025-10-14T23:01:11.276858] [INFO ] [CONFIGURE ] ATS: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-14T23:01:11.276887] [INFO ] [CONFIGURE ] ATS: Improvement over baseline: 40.00%
[2025-10-14T23:01:11.276915] [INFO ] [CONFIGURE ] ATS: Total time: 39.9 seconds
[2025-10-14T23:01:11.276941] [INFO ] [CONFIGURE ] ATS: Average time per feature: 1.4 seconds
[2025-10-14T23:01:11.276968] [INFO ] [CONFIGURE ] ATS: Average speed: 0.73 features/sec
[2025-10-14T23:01:11.277478] [INFO ] [LOCAL     ] Saved configuration for ATS: 1 features, 80.00% accuracy -> ./output/feature-sets/ATS.json
[2025-10-14T23:01:11.277545] [INFO ] [CONFIGURE ] ATS: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:01:11.277677] [INFO ] [sig       ] [24/96] Successfully configured ATS | 0.02 sym/s | Total: 16.8m | ETA: 50.4m
[2025-10-14T23:01:11.277746] [INFO ] [sig       ] [25/96] Configuring AVTR...
[2025-10-14T23:01:11.277786] [INFO ] [CONFIGURE ] AVTR: Configurate test run.
[2025-10-14T23:01:11.277816] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVTR' from 'https://tdm.silogroup.org/data/derivative_storage/AVTR.csv'.
[2025-10-14T23:01:11.289769] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVTR'.
[2025-10-14T23:01:11.290118] [INFO ] [CONFIGURE ] AVTR: Testing with 29 available features
[2025-10-14T23:01:11.290173] [INFO ] [CONFIGURE ] AVTR: Establishing baseline with no features...
[2025-10-14T23:01:11.395108] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:11.495455] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:11.600513] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:11.702217] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:11.807577] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:11.911221] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:12.015236] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:12.123091] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:12.232998] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:12.349853] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:12.350037] [INFO ] [CONFIGURE ] AVTR: Baseline score (no features): 50.00%
[2025-10-14T23:01:12.350083] [INFO ] [CONFIGURE ] AVTR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:01:12.350117] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:01:12.465989] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:12.581341] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:12.702830] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:12.813447] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:12.931157] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:13.044578] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:13.159361] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:13.277105] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:13.396437] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:13.513463] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:13.513638] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:01:13.513727] [INFO ] [CONFIGURE ] JOB ETA: 49.5m | Avg: 1.4s/test | Remaining: 2092 tests
[2025-10-14T23:01:13.513767] [INFO ] [CONFIGURE ] AVTR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:01:13.513801] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:01:13.638387] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:13.757385] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:13.883410] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:14.005573] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:14.129206] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:14.251373] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:14.374455] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:14.502194] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:14.633986] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:14.761292] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:14.761432] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:01:14.761476] [INFO ] [CONFIGURE ] JOB ETA: 49.5m | Avg: 1.4s/test | Remaining: 2091 tests
[2025-10-14T23:01:14.761510] [INFO ] [CONFIGURE ] AVTR: Testing feature 3/29: add_daily_returns
[2025-10-14T23:01:14.761540] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns']
[2025-10-14T23:01:14.867326] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:14.974191] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:15.081200] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:15.188289] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:15.294947] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:15.402875] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:15.513373] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:15.626482] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:15.737391] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:15.847363] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:15.847507] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:01:15.847551] [INFO ] [CONFIGURE ] JOB ETA: 49.5m | Avg: 1.4s/test | Remaining: 2090 tests
[2025-10-14T23:01:15.847585] [INFO ] [CONFIGURE ] AVTR: Testing feature 4/29: add_ema
[2025-10-14T23:01:15.847616] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_ema']
[2025-10-14T23:01:15.968385] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:16.092570] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:16.213336] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:16.334464] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:16.461840] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:16.592230] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:16.740614] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:16.862234] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:16.986669] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:17.112671] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:17.112831] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_ema (score: 30.00%)
[2025-10-14T23:01:17.112896] [INFO ] [CONFIGURE ] JOB ETA: 49.4m | Avg: 1.4s/test | Remaining: 2089 tests
[2025-10-14T23:01:17.112933] [INFO ] [CONFIGURE ] AVTR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:01:17.112964] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:01:17.244205] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:17.374676] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:17.523945] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:17.659047] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:01:17.793575] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:17.923472] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:18.063478] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:18.200193] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:18.333155] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:18.465449] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:18.465638] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:01:18.465735] [INFO ] [CONFIGURE ] JOB ETA: 49.4m | Avg: 1.4s/test | Remaining: 2088 tests
[2025-10-14T23:01:18.465774] [INFO ] [CONFIGURE ] AVTR: Testing feature 6/29: add_failed_moves
[2025-10-14T23:01:18.465807] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_failed_moves']
[2025-10-14T23:01:18.578114] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:18.687205] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:18.800316] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:18.911014] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:19.025391] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:19.137885] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:19.251157] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:19.368925] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:19.492191] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:19.626254] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:19.626404] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:01:19.626449] [INFO ] [CONFIGURE ] JOB ETA: 49.4m | Avg: 1.4s/test | Remaining: 2087 tests
[2025-10-14T23:01:19.626483] [INFO ] [CONFIGURE ] AVTR: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:01:19.626515] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_lag_shelf']
[2025-10-14T23:01:19.774218] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:19.880050] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:19.988190] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:20.098071] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:20.206952] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:20.316381] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:20.431624] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:20.542022] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:20.662992] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:20.777434] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:20.777580] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:01:20.777623] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.4s/test | Remaining: 2086 tests
[2025-10-14T23:01:20.777689] [INFO ] [CONFIGURE ] AVTR: Testing feature 8/29: add_macd
[2025-10-14T23:01:20.777737] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:01:20.923528] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:21.067977] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:21.216720] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:21.362734] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:21.510268] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:21.658542] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:21.807383] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:21.954554] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:22.108582] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:22.270174] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:22.270338] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:01:22.270383] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.4s/test | Remaining: 2085 tests
[2025-10-14T23:01:22.270417] [INFO ] [CONFIGURE ] AVTR: Testing feature 9/29: add_mfi
[2025-10-14T23:01:22.270449] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_mfi']
[2025-10-14T23:01:22.391081] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:22.512262] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:22.635941] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:22.757396] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:22.880600] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:23.005022] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:23.130133] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:23.259611] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:23.397991] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:23.526101] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:23.526267] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_mfi (score: 20.00%)
[2025-10-14T23:01:23.526311] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.4s/test | Remaining: 2084 tests
[2025-10-14T23:01:23.526346] [INFO ] [CONFIGURE ] AVTR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:01:23.526379] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:01:23.667558] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:23.813248] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:23.948078] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:24.085114] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:24.228113] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:24.369787] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:24.524924] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:24.680075] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:24.816732] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:24.954861] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:24.955019] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:01:24.955066] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.4s/test | Remaining: 2083 tests
[2025-10-14T23:01:24.955101] [INFO ] [CONFIGURE ] AVTR: Testing feature 11/29: add_obv_daily
[2025-10-14T23:01:24.955132] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_obv_daily']
[2025-10-14T23:01:25.064429] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:25.174480] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:25.284463] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:25.393612] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:25.505827] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:25.624527] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:25.740614] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:25.853495] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:25.966413] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:26.081445] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:26.081591] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:01:26.081634] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.4s/test | Remaining: 2082 tests
[2025-10-14T23:01:26.081708] [INFO ] [CONFIGURE ] AVTR: Testing feature 12/29: add_obv_interval
[2025-10-14T23:01:26.081748] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_obv_interval']
[2025-10-14T23:01:26.190684] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:26.300002] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:26.412325] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:26.530441] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:26.643178] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:26.753788] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:26.863675] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:26.974452] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:27.087534] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:27.205417] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:27.205597] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:01:27.205664] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.4s/test | Remaining: 2081 tests
[2025-10-14T23:01:27.205725] [INFO ] [CONFIGURE ] AVTR: Testing feature 13/29: add_opening_strength
[2025-10-14T23:01:27.205760] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:01:27.321535] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:27.436402] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:27.553145] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:27.672452] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:27.789955] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:27.909382] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:28.030330] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:28.151436] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:28.271249] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:28.393348] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:28.393485] [INFO ] [CONFIGURE ] AVTR: KEPT add_opening_strength (score: 60.00%)
[2025-10-14T23:01:28.393529] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.4s/test | Remaining: 2080 tests
[2025-10-14T23:01:28.393564] [INFO ] [CONFIGURE ] AVTR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:01:28.393596] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-14T23:01:28.532034] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:28.668560] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:01:28.810525] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:28.947975] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:29.085597] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:29.228719] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:29.371178] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:29.525827] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:29.681621] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:29.836543] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:29.836751] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:01:29.836809] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.4s/test | Remaining: 2079 tests
[2025-10-14T23:01:29.836848] [INFO ] [CONFIGURE ] AVTR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:01:29.836880] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-14T23:01:29.966739] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:30.131534] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:30.308321] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:30.476971] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:30.665506] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:30.817831] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:30.970054] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:31.114546] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:31.239326] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:31.365041] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:31.365241] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:01:31.365285] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.4s/test | Remaining: 2078 tests
[2025-10-14T23:01:31.365388] [INFO ] [CONFIGURE ] AVTR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:01:31.365430] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-14T23:01:31.494686] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:31.629539] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:31.760609] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:31.908371] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:32.042080] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:32.184624] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:32.324625] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:32.483721] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:32.645032] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:32.780847] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:32.781004] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:01:32.781048] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.4s/test | Remaining: 2077 tests
[2025-10-14T23:01:32.781083] [INFO ] [CONFIGURE ] AVTR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:01:32.781116] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-14T23:01:32.908444] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:33.038198] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:33.171022] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:33.303700] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:33.434394] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:33.574194] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:33.706056] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:33.838434] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:33.971167] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:34.103735] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:34.103948] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-14T23:01:34.104012] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.4s/test | Remaining: 2076 tests
[2025-10-14T23:01:34.104051] [INFO ] [CONFIGURE ] AVTR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:01:34.104084] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-14T23:01:34.223218] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:34.342363] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:34.467761] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:34.595733] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:34.718154] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:34.841041] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:34.966888] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:35.093377] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:35.216760] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:35.341777] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:35.341934] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:01:35.342016] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.4s/test | Remaining: 2075 tests
[2025-10-14T23:01:35.342089] [INFO ] [CONFIGURE ] AVTR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:01:35.342126] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-14T23:01:35.460233] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:35.578833] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:35.697128] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:35.825310] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:35.947234] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:36.070388] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:36.196797] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:36.326528] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:36.461476] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:36.594320] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:36.594491] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:01:36.594535] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.4s/test | Remaining: 2074 tests
[2025-10-14T23:01:36.594571] [INFO ] [CONFIGURE ] AVTR: Testing feature 20/29: add_price_rejection
[2025-10-14T23:01:36.594604] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-14T23:01:36.725329] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:36.860289] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:36.990177] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:37.121801] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:37.253888] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:37.387233] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:37.535344] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:37.671380] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:37.807511] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:37.970948] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:37.971133] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_price_rejection (score: 10.00%)
[2025-10-14T23:01:37.971184] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.4s/test | Remaining: 2073 tests
[2025-10-14T23:01:37.971221] [INFO ] [CONFIGURE ] AVTR: Testing feature 21/29: add_range_position
[2025-10-14T23:01:37.971254] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-14T23:01:38.120969] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:38.265008] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:38.414347] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:38.557731] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:38.702968] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:38.857097] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:39.008815] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:39.155020] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:39.300135] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:39.456370] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:39.456582] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:01:39.456684] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.4s/test | Remaining: 2072 tests
[2025-10-14T23:01:39.456761] [INFO ] [CONFIGURE ] AVTR: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:01:39.456832] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-14T23:01:39.628101] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:39.787177] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:39.973021] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:40.128945] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:40.306069] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:40.486385] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:40.702608] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:40.880159] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:41.043898] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:41.210011] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:01:41.210190] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-14T23:01:41.210256] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.4s/test | Remaining: 2071 tests
[2025-10-14T23:01:41.210295] [INFO ] [CONFIGURE ] AVTR: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:01:41.210327] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-14T23:01:41.343818] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:41.472906] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:41.608428] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:41.738333] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:41.872828] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:42.010567] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:42.145263] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:42.276719] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:42.405557] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:42.534717] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:42.534880] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_recent_range_context (score: 30.00%)
[2025-10-14T23:01:42.534924] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.4s/test | Remaining: 2070 tests
[2025-10-14T23:01:42.534959] [INFO ] [CONFIGURE ] AVTR: Testing feature 24/29: add_rsi
[2025-10-14T23:01:42.534991] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-14T23:01:42.678430] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:42.827101] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:42.971332] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:43.114402] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:43.263298] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:43.410213] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:43.560307] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:43.712430] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:43.864227] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:44.035325] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:44.035482] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:01:44.035529] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.4s/test | Remaining: 2069 tests
[2025-10-14T23:01:44.035568] [INFO ] [CONFIGURE ] AVTR: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:01:44.035603] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-14T23:01:44.161785] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:44.288136] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:44.418446] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:44.550227] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:44.677491] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:44.812255] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:44.948722] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:45.085302] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:45.227252] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:45.364280] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:45.364405] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:01:45.364467] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.4s/test | Remaining: 2068 tests
[2025-10-14T23:01:45.364506] [INFO ] [CONFIGURE ] AVTR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:01:45.364538] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-14T23:01:45.491298] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:45.618955] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:01:45.745880] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:45.873368] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:46.004391] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:46.132752] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:46.263579] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:46.399850] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:46.530606] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:46.661108] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:46.661225] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:01:46.661269] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.4s/test | Remaining: 2067 tests
[2025-10-14T23:01:46.661303] [INFO ] [CONFIGURE ] AVTR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:01:46.661333] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-14T23:01:46.796978] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:01:46.931517] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:47.068894] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:47.204964] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:47.341487] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:47.479208] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:47.623550] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:47.764296] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:47.908606] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:48.049216] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:48.049337] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:01:48.049380] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.4s/test | Remaining: 2066 tests
[2025-10-14T23:01:48.049460] [INFO ] [CONFIGURE ] AVTR: Testing feature 28/29: add_volume_profile
[2025-10-14T23:01:48.049512] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-14T23:01:48.176459] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:48.302423] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:48.434137] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:48.562461] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:48.690963] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:48.820050] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:01:48.954189] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:49.086023] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:49.222959] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:01:49.355927] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:49.356056] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-14T23:01:49.356100] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.4s/test | Remaining: 2065 tests
[2025-10-14T23:01:49.356135] [INFO ] [CONFIGURE ] AVTR: Testing feature 29/29: add_vwap
[2025-10-14T23:01:49.356165] [INFO ] [CONFIGURE ] AVTR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_vwap']
[2025-10-14T23:01:49.489069] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:01:49.623086] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:01:49.753820] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:49.884053] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:01:50.034664] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:01:50.168914] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:01:50.309673] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:50.451357] [DEBUG] [FORECASTER] AVTR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:01:50.590547] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:01:50.726775] [DEBUG] [FORECASTER] AVTR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:01:50.726920] [INFO ] [CONFIGURE ] AVTR: DISCARDED add_vwap (score: 30.00%)
[2025-10-14T23:01:50.726964] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.4s/test | Remaining: 2064 tests
[2025-10-14T23:01:50.726999] [INFO ] [CONFIGURE ] AVTR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:01:50.727028] [INFO ] [CONFIGURE ] AVTR: Best accuracy: 60.00%
[2025-10-14T23:01:50.727057] [INFO ] [CONFIGURE ] AVTR: Best feature set (2 features): ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:01:50.727160] [INFO ] [CONFIGURE ] AVTR: Improvement over baseline: 10.00%
[2025-10-14T23:01:50.727198] [INFO ] [CONFIGURE ] AVTR: Total time: 38.4 seconds
[2025-10-14T23:01:50.727226] [INFO ] [CONFIGURE ] AVTR: Average time per feature: 1.3 seconds
[2025-10-14T23:01:50.727254] [INFO ] [CONFIGURE ] AVTR: Average speed: 0.76 features/sec
[2025-10-14T23:01:50.727759] [INFO ] [LOCAL     ] Saved configuration for AVTR: 2 features, 60.00% accuracy -> ./output/feature-sets/AVTR.json
[2025-10-14T23:01:50.727826] [INFO ] [CONFIGURE ] AVTR: Configuration saved successfully: 2 features, 60.00% accuracy.
[2025-10-14T23:01:50.727948] [INFO ] [sig       ] [25/96] Successfully configured AVTR | 0.02 sym/s | Total: 17.5m | ETA: 49.6m
[2025-10-14T23:01:50.728016] [INFO ] [sig       ] [26/96] Configuring AXP...
[2025-10-14T23:01:50.728055] [INFO ] [CONFIGURE ] AXP: Configurate test run.
[2025-10-14T23:01:50.728086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXP' from 'https://tdm.silogroup.org/data/derivative_storage/AXP.csv'.
[2025-10-14T23:01:50.740336] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXP'.
[2025-10-14T23:01:50.740685] [INFO ] [CONFIGURE ] AXP: Testing with 29 available features
[2025-10-14T23:01:50.740742] [INFO ] [CONFIGURE ] AXP: Establishing baseline with no features...
[2025-10-14T23:01:50.842825] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:50.945040] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:51.046540] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:51.153434] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:01:51.256779] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:51.358786] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:51.460891] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:51.563231] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:51.683099] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:51.810506] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:51.810689] [INFO ] [CONFIGURE ] AXP: Baseline score (no features): 80.00%
[2025-10-14T23:01:51.810752] [INFO ] [CONFIGURE ] AXP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:01:51.810789] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:01:51.944532] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:52.079941] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:52.210711] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:52.343305] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:01:52.483687] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:52.624482] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:52.770775] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:52.913563] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:53.088917] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:53.228800] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:53.229009] [INFO ] [CONFIGURE ] AXP: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:01:53.229074] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.4s/test | Remaining: 2063 tests
[2025-10-14T23:01:53.229113] [INFO ] [CONFIGURE ] AXP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:01:53.229146] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:01:53.363242] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:53.497952] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:53.636014] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:53.774477] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:01:53.903851] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.035376] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.159634] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.292038] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.416760] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.543346] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:54.543525] [INFO ] [CONFIGURE ] AXP: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:01:54.543571] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.4s/test | Remaining: 2062 tests
[2025-10-14T23:01:54.543606] [INFO ] [CONFIGURE ] AXP: Testing feature 3/29: add_daily_returns
[2025-10-14T23:01:54.543638] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_daily_returns']
[2025-10-14T23:01:54.652941] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.759079] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:54.865288] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:01:54.971178] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:01:55.079770] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.189589] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:55.300291] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.409382] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.518527] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.633231] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:55.633397] [INFO ] [CONFIGURE ] AXP: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:01:55.633440] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.4s/test | Remaining: 2061 tests
[2025-10-14T23:01:55.633475] [INFO ] [CONFIGURE ] AXP: Testing feature 4/29: add_ema
[2025-10-14T23:01:55.633507] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_ema']
[2025-10-14T23:01:55.753456] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.877598] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:55.997623] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:56.144466] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:01:56.265283] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:56.386741] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:56.507929] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:56.637485] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:56.762472] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:56.885395] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:56.885551] [INFO ] [CONFIGURE ] AXP: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:01:56.885603] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.4s/test | Remaining: 2060 tests
[2025-10-14T23:01:56.885684] [INFO ] [CONFIGURE ] AXP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:01:56.885735] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:01:57.013109] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:57.141126] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:01:57.273722] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:57.416278] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:01:57.550054] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:57.682866] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:57.817533] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:57.950608] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:58.084554] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:58.218981] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:58.219157] [INFO ] [CONFIGURE ] AXP: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:01:58.219206] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.4s/test | Remaining: 2059 tests
[2025-10-14T23:01:58.219241] [INFO ] [CONFIGURE ] AXP: Testing feature 6/29: add_failed_moves
[2025-10-14T23:01:58.219271] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_failed_moves']
[2025-10-14T23:01:58.332048] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:58.445637] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:58.558986] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:58.671478] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:01:58.784819] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:01:58.898916] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:01:59.019679] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:01:59.164354] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:01:59.276811] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:01:59.393266] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:01:59.393435] [INFO ] [CONFIGURE ] AXP: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:01:59.393478] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.4s/test | Remaining: 2058 tests
[2025-10-14T23:01:59.393514] [INFO ] [CONFIGURE ] AXP: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:01:59.393546] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_lag_shelf']
[2025-10-14T23:01:59.493606] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:01:59.601383] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:01:59.705848] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:01:59.830006] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:01:59.933050] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:00.035752] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:00.138123] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:00.243813] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:00.347732] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:00.461254] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:00.461424] [INFO ] [CONFIGURE ] AXP: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:02:00.461469] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.4s/test | Remaining: 2057 tests
[2025-10-14T23:02:00.461505] [INFO ] [CONFIGURE ] AXP: Testing feature 8/29: add_macd
[2025-10-14T23:02:00.461539] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:02:00.613709] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:00.759738] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:00.900078] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:02:01.044549] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:01.189956] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:01.335267] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:01.485576] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:01.633338] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:01.797119] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:02:01.969138] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:01.969329] [INFO ] [CONFIGURE ] AXP: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:02:01.969377] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.4s/test | Remaining: 2056 tests
[2025-10-14T23:02:01.969414] [INFO ] [CONFIGURE ] AXP: Testing feature 9/29: add_mfi
[2025-10-14T23:02:01.969448] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_mfi']
[2025-10-14T23:02:02.095155] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:02.222064] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:02.346239] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:02.472632] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:02.602536] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:02.733669] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:02.859432] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:02.984856] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:03.108877] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:03.233090] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:03.233249] [INFO ] [CONFIGURE ] AXP: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:02:03.233292] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.4s/test | Remaining: 2055 tests
[2025-10-14T23:02:03.233327] [INFO ] [CONFIGURE ] AXP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:02:03.233359] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:02:03.370099] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:03.507888] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:03.656813] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:03.818149] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:03.954838] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:04.095227] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:04.237633] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:04.376099] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:04.515746] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:04.666166] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:04.666328] [INFO ] [CONFIGURE ] AXP: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:02:04.666372] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.4s/test | Remaining: 2054 tests
[2025-10-14T23:02:04.666406] [INFO ] [CONFIGURE ] AXP: Testing feature 11/29: add_obv_daily
[2025-10-14T23:02:04.666437] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_obv_daily']
[2025-10-14T23:02:04.783797] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:04.898801] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:05.014944] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:02:05.132996] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:05.247046] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:05.364211] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:05.480749] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:05.594026] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:02:05.707135] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:02:05.819973] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:05.820130] [INFO ] [CONFIGURE ] AXP: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:02:05.820173] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.4s/test | Remaining: 2053 tests
[2025-10-14T23:02:05.820207] [INFO ] [CONFIGURE ] AXP: Testing feature 12/29: add_obv_interval
[2025-10-14T23:02:05.820237] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_obv_interval']
[2025-10-14T23:02:05.927777] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:06.038519] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:06.146825] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:06.257882] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:06.368590] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:06.480162] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:06.593762] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:06.712883] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:02:06.837814] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:06.960023] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:06.960181] [INFO ] [CONFIGURE ] AXP: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:02:06.960245] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.4s/test | Remaining: 2052 tests
[2025-10-14T23:02:06.960291] [INFO ] [CONFIGURE ] AXP: Testing feature 13/29: add_opening_strength
[2025-10-14T23:02:06.960327] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:02:07.088623] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:07.214676] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:07.339490] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:07.464299] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:07.592130] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:07.721452] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:07.851445] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:07.983241] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:08.110817] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:08.261244] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:08.261387] [INFO ] [CONFIGURE ] AXP: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:02:08.261429] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.4s/test | Remaining: 2051 tests
[2025-10-14T23:02:08.261463] [INFO ] [CONFIGURE ] AXP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:02:08.261546] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:02:08.382587] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:08.508900] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:08.634296] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:08.757009] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:08.877602] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:08.998726] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:09.123040] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:09.249999] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:09.375812] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:09.498884] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:09.499006] [INFO ] [CONFIGURE ] AXP: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:02:09.499050] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.4s/test | Remaining: 2050 tests
[2025-10-14T23:02:09.499084] [INFO ] [CONFIGURE ] AXP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:02:09.499116] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:02:09.611726] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:09.730674] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:09.847610] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:09.968003] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:10.084840] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:10.195736] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:10.307446] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:10.418020] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:10.529561] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:10.643841] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:10.644009] [INFO ] [CONFIGURE ] AXP: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:02:10.644055] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.4s/test | Remaining: 2049 tests
[2025-10-14T23:02:10.644091] [INFO ] [CONFIGURE ] AXP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:02:10.644123] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:02:10.766486] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:10.887446] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:11.008072] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:02:11.124896] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:11.270354] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:11.386364] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:11.499090] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:11.616039] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:11.729312] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:11.845972] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:11.846100] [INFO ] [CONFIGURE ] AXP: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:02:11.846144] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.4s/test | Remaining: 2048 tests
[2025-10-14T23:02:11.846177] [INFO ] [CONFIGURE ] AXP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:02:11.846206] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:02:11.963412] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:12.077518] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:12.193123] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:02:12.308321] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:12.429296] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:12.546267] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:12.699858] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:12.816958] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:12.934795] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.053925] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:13.054063] [INFO ] [CONFIGURE ] AXP: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:02:13.054108] [INFO ] [CONFIGURE ] JOB ETA: 48.2m | Avg: 1.4s/test | Remaining: 2047 tests
[2025-10-14T23:02:13.054142] [INFO ] [CONFIGURE ] AXP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:02:13.054172] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:02:13.156941] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.261994] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.366231] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:13.470992] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:13.573954] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.678973] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:13.783441] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.888593] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:13.993288] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:14.101706] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:14.101812] [INFO ] [CONFIGURE ] AXP: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:02:14.101902] [INFO ] [CONFIGURE ] JOB ETA: 48.2m | Avg: 1.4s/test | Remaining: 2046 tests
[2025-10-14T23:02:14.101945] [INFO ] [CONFIGURE ] AXP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:02:14.101976] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:02:14.206617] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:14.327774] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:14.434040] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:14.540537] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:14.646618] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:14.752391] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:14.857786] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:14.978678] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:15.084671] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:15.193792] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:15.193932] [INFO ] [CONFIGURE ] AXP: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:02:15.193977] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.4s/test | Remaining: 2045 tests
[2025-10-14T23:02:15.194012] [INFO ] [CONFIGURE ] AXP: Testing feature 20/29: add_price_rejection
[2025-10-14T23:02:15.194043] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_price_rejection']
[2025-10-14T23:02:15.315275] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:15.439779] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:15.563610] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:15.682841] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:15.806487] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:15.929595] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:16.051726] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:16.181670] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:16.309033] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:16.434172] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:16.434323] [INFO ] [CONFIGURE ] AXP: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:02:16.434367] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.4s/test | Remaining: 2044 tests
[2025-10-14T23:02:16.434403] [INFO ] [CONFIGURE ] AXP: Testing feature 21/29: add_range_position
[2025-10-14T23:02:16.434433] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_range_position']
[2025-10-14T23:02:16.561033] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:16.690037] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:16.818246] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:16.948984] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:17.074958] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:17.201622] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:17.357533] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:17.486154] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:17.624992] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:17.758492] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:17.758715] [INFO ] [CONFIGURE ] AXP: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:02:17.758774] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.4s/test | Remaining: 2043 tests
[2025-10-14T23:02:17.758811] [INFO ] [CONFIGURE ] AXP: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:02:17.758843] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_realized_volatility']
[2025-10-14T23:02:17.902091] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:18.049574] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:18.192448] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:18.344184] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:18.486811] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:18.629639] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:18.775082] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:18.921028] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:19.065375] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:19.208622] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:19.208829] [INFO ] [CONFIGURE ] AXP: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:02:19.208880] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.4s/test | Remaining: 2042 tests
[2025-10-14T23:02:19.208918] [INFO ] [CONFIGURE ] AXP: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:02:19.208951] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_recent_range_context']
[2025-10-14T23:02:19.320125] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:19.431416] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:19.545410] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:02:19.656184] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:19.769382] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:19.880464] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:19.993518] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:02:20.109189] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:20.223404] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:02:20.340172] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:20.340410] [INFO ] [CONFIGURE ] AXP: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:02:20.340460] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.4s/test | Remaining: 2041 tests
[2025-10-14T23:02:20.340498] [INFO ] [CONFIGURE ] AXP: Testing feature 24/29: add_rsi
[2025-10-14T23:02:20.340530] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:02:20.475452] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:20.609129] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:20.741832] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:20.877872] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:21.016267] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:21.150605] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:21.286379] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:02:21.428061] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:21.582846] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:21.724345] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:21.724592] [INFO ] [CONFIGURE ] AXP: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:02:21.724667] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.4s/test | Remaining: 2040 tests
[2025-10-14T23:02:21.724728] [INFO ] [CONFIGURE ] AXP: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:02:21.724764] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_tick_distribution']
[2025-10-14T23:02:21.840554] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:21.956758] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:22.065207] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:22.170436] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:22.279353] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:22.390332] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:22.503530] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:22.619022] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:22.731488] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:22.847064] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:22.847228] [INFO ] [CONFIGURE ] AXP: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:02:22.847271] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.4s/test | Remaining: 2039 tests
[2025-10-14T23:02:22.847305] [INFO ] [CONFIGURE ] AXP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:02:22.847489] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:02:22.959235] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:23.072604] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:23.190785] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:23.306782] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:23.446808] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:23.584368] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:23.747050] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:23.923446] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:24.088478] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:24.254612] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:24.254857] [INFO ] [CONFIGURE ] AXP: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:02:24.254930] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.4s/test | Remaining: 2038 tests
[2025-10-14T23:02:24.254991] [INFO ] [CONFIGURE ] AXP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:02:24.255048] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:02:24.400299] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:24.551299] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:24.687366] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:24.819881] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:24.963134] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:25.106175] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:25.264269] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:02:25.402823] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:25.538819] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:25.675239] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:25.675434] [INFO ] [CONFIGURE ] AXP: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:02:25.675480] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.4s/test | Remaining: 2037 tests
[2025-10-14T23:02:25.675515] [INFO ] [CONFIGURE ] AXP: Testing feature 28/29: add_volume_profile
[2025-10-14T23:02:25.675548] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_volume_profile']
[2025-10-14T23:02:25.823812] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:25.957137] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:02:26.082659] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:26.210481] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:26.344125] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:26.468499] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:26.594037] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:02:26.720727] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:26.848839] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:02:26.977347] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:26.977517] [INFO ] [CONFIGURE ] AXP: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:02:26.977562] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.4s/test | Remaining: 2036 tests
[2025-10-14T23:02:26.977598] [INFO ] [CONFIGURE ] AXP: Testing feature 29/29: add_vwap
[2025-10-14T23:02:26.977629] [INFO ] [CONFIGURE ] AXP: Testing with features: ['add_vwap']
[2025-10-14T23:02:27.114226] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:27.247734] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:02:27.380118] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:02:27.514147] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:02:27.653323] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:27.793291] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:27.933060] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:02:28.064935] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:02:28.201202] [DEBUG] [FORECASTER] AXP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:28.337043] [DEBUG] [FORECASTER] AXP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:28.337214] [INFO ] [CONFIGURE ] AXP: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:02:28.337260] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.4s/test | Remaining: 2035 tests
[2025-10-14T23:02:28.337296] [INFO ] [CONFIGURE ] AXP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:02:28.337327] [INFO ] [CONFIGURE ] AXP: Best accuracy: 80.00%
[2025-10-14T23:02:28.337358] [INFO ] [CONFIGURE ] AXP: Best feature set (0 features): []
[2025-10-14T23:02:28.337385] [INFO ] [CONFIGURE ] AXP: Improvement over baseline: 0.00%
[2025-10-14T23:02:28.337412] [INFO ] [CONFIGURE ] AXP: Total time: 36.5 seconds
[2025-10-14T23:02:28.337440] [INFO ] [CONFIGURE ] AXP: Average time per feature: 1.3 seconds
[2025-10-14T23:02:28.337468] [INFO ] [CONFIGURE ] AXP: Average speed: 0.79 features/sec
[2025-10-14T23:02:28.338160] [INFO ] [LOCAL     ] Saved configuration for AXP: 0 features, 80.00% accuracy -> ./output/feature-sets/AXP.json
[2025-10-14T23:02:28.338231] [INFO ] [CONFIGURE ] AXP: Configuration saved successfully: 0 features, 80.00% accuracy.
[2025-10-14T23:02:28.338307] [INFO ] [sig       ] [26/96] Successfully configured AXP | 0.02 sym/s | Total: 18.1m | ETA: 48.7m
[2025-10-14T23:02:28.338376] [INFO ] [sig       ] [27/96] Configuring AXR...
[2025-10-14T23:02:28.338435] [INFO ] [CONFIGURE ] AXR: Configurate test run.
[2025-10-14T23:02:28.338515] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXR' from 'https://tdm.silogroup.org/data/derivative_storage/AXR.csv'.
[2025-10-14T23:02:28.349877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXR'.
[2025-10-14T23:02:28.350208] [INFO ] [CONFIGURE ] AXR: Testing with 29 available features
[2025-10-14T23:02:28.350265] [INFO ] [CONFIGURE ] AXR: Establishing baseline with no features...
[2025-10-14T23:02:28.467778] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:28.584450] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:28.703038] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:28.818764] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:28.937082] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:29.053348] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:29.170806] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:29.292979] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:29.425567] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:29.533930] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:29.534142] [INFO ] [CONFIGURE ] AXR: Baseline score (no features): 70.00%
[2025-10-14T23:02:29.534216] [INFO ] [CONFIGURE ] AXR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:02:29.534264] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:02:29.652297] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:29.766153] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:29.883196] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:30.014993] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:30.158103] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:30.297169] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:30.437327] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:30.567329] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:30.687960] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:30.810779] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:30.810972] [INFO ] [CONFIGURE ] AXR: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:02:30.811022] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.4s/test | Remaining: 2034 tests
[2025-10-14T23:02:30.811057] [INFO ] [CONFIGURE ] AXR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:02:30.811088] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:02:30.931000] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:31.052395] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:31.174551] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:31.294532] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:31.417066] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:31.543787] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:31.666395] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:31.786005] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:31.907212] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:32.028038] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:32.028202] [INFO ] [CONFIGURE ] AXR: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:02:32.028245] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.4s/test | Remaining: 2033 tests
[2025-10-14T23:02:32.028279] [INFO ] [CONFIGURE ] AXR: Testing feature 3/29: add_daily_returns
[2025-10-14T23:02:32.028311] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_daily_returns']
[2025-10-14T23:02:32.132960] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:32.236539] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:32.339126] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:32.447065] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:32.551594] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:32.656019] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:32.763637] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:32.874672] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:32.979845] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:33.086037] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:33.086206] [INFO ] [CONFIGURE ] AXR: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:02:33.086252] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.4s/test | Remaining: 2032 tests
[2025-10-14T23:02:33.086288] [INFO ] [CONFIGURE ] AXR: Testing feature 4/29: add_ema
[2025-10-14T23:02:33.086321] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_ema']
[2025-10-14T23:02:33.206756] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:33.328421] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:33.446935] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:33.575580] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:33.697400] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:33.822155] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:33.947078] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:34.066716] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:34.184827] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:34.309484] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:34.309673] [INFO ] [CONFIGURE ] AXR: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:02:34.309737] [INFO ] [CONFIGURE ] JOB ETA: 47.7m | Avg: 1.4s/test | Remaining: 2031 tests
[2025-10-14T23:02:34.309777] [INFO ] [CONFIGURE ] AXR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:02:34.309811] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:02:34.439233] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:34.568849] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:34.696611] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:34.825131] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:34.958088] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:35.083860] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:35.207809] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:35.331834] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:35.456120] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:35.585274] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:35.585417] [INFO ] [CONFIGURE ] AXR: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:02:35.585461] [INFO ] [CONFIGURE ] JOB ETA: 47.7m | Avg: 1.4s/test | Remaining: 2030 tests
[2025-10-14T23:02:35.585496] [INFO ] [CONFIGURE ] AXR: Testing feature 6/29: add_failed_moves
[2025-10-14T23:02:35.585528] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:02:35.720124] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:35.851812] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:35.981816] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:36.112161] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:36.242229] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:36.381939] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:36.515207] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:36.652019] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:36.783337] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:36.919393] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:36.919535] [INFO ] [CONFIGURE ] AXR: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:02:36.919596] [INFO ] [CONFIGURE ] JOB ETA: 47.7m | Avg: 1.4s/test | Remaining: 2029 tests
[2025-10-14T23:02:36.919677] [INFO ] [CONFIGURE ] AXR: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:02:36.919729] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:02:37.048916] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:37.174688] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:37.300460] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:37.444394] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:37.570242] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:37.700859] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:37.832858] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:37.966556] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:38.102855] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:38.246112] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:38.246292] [INFO ] [CONFIGURE ] AXR: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:02:38.246361] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2028 tests
[2025-10-14T23:02:38.246400] [INFO ] [CONFIGURE ] AXR: Testing feature 8/29: add_macd
[2025-10-14T23:02:38.246433] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:02:38.398485] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:38.587376] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:38.740292] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:02:38.903443] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:39.066074] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:39.224883] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:02:39.393888] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:39.547207] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:39.710453] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:39.871923] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:39.872124] [INFO ] [CONFIGURE ] AXR: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:02:39.872183] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2027 tests
[2025-10-14T23:02:39.872220] [INFO ] [CONFIGURE ] AXR: Testing feature 9/29: add_mfi
[2025-10-14T23:02:39.872252] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:02:40.015269] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:40.156196] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:40.297037] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:40.446731] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:40.584452] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:40.722517] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:40.860677] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:41.000565] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:41.143368] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:41.290961] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:41.291125] [INFO ] [CONFIGURE ] AXR: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:02:41.291169] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2026 tests
[2025-10-14T23:02:41.291205] [INFO ] [CONFIGURE ] AXR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:02:41.291237] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:02:41.454078] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:41.630389] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:41.784995] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:41.942713] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:42.100315] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:42.258615] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:42.415431] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:42.571213] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:42.733881] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:42.896358] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:42.896519] [INFO ] [CONFIGURE ] AXR: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:02:42.896583] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2025 tests
[2025-10-14T23:02:42.896621] [INFO ] [CONFIGURE ] AXR: Testing feature 11/29: add_obv_daily
[2025-10-14T23:02:42.896685] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:02:43.030203] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:43.221128] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:43.353793] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:43.488907] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:43.632300] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:43.770311] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:43.908620] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:44.043885] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:44.182092] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:44.335678] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:44.335867] [INFO ] [CONFIGURE ] AXR: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:02:44.335915] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2024 tests
[2025-10-14T23:02:44.335951] [INFO ] [CONFIGURE ] AXR: Testing feature 12/29: add_obv_interval
[2025-10-14T23:02:44.335983] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:02:44.498794] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:44.655261] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:44.792926] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:44.938041] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:45.076726] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:45.224297] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:45.361923] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:45.495374] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:45.629943] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:45.773393] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:45.773523] [INFO ] [CONFIGURE ] AXR: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:02:45.773571] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.4s/test | Remaining: 2023 tests
[2025-10-14T23:02:45.773608] [INFO ] [CONFIGURE ] AXR: Testing feature 13/29: add_opening_strength
[2025-10-14T23:02:45.773665] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:02:45.911791] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:46.057972] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:46.198625] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:02:46.345481] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:46.507721] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:46.662527] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:46.821960] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:46.984188] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:47.194210] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:47.350236] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:47.350419] [INFO ] [CONFIGURE ] AXR: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:02:47.350465] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.4s/test | Remaining: 2022 tests
[2025-10-14T23:02:47.350503] [INFO ] [CONFIGURE ] AXR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:02:47.350538] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:02:47.507896] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:47.697585] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:47.863863] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:48.017898] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:48.180676] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:48.332348] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:48.485143] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:48.637419] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:48.789340] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:48.942851] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:48.943061] [INFO ] [CONFIGURE ] AXR: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:02:48.943109] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.4s/test | Remaining: 2021 tests
[2025-10-14T23:02:48.943148] [INFO ] [CONFIGURE ] AXR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:02:48.943181] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:02:49.089535] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:49.221386] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:49.351772] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:49.481095] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:49.610522] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:49.755765] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:49.891206] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:50.020278] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:50.145764] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:50.272625] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:50.272778] [INFO ] [CONFIGURE ] AXR: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:02:50.272827] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.4s/test | Remaining: 2020 tests
[2025-10-14T23:02:50.272862] [INFO ] [CONFIGURE ] AXR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:02:50.272931] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:02:50.409520] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:50.548241] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:50.726513] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:50.871910] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:51.018759] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:51.162609] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:51.307106] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:51.451160] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:51.592814] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:51.738244] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:51.738399] [INFO ] [CONFIGURE ] AXR: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:02:51.738445] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.4s/test | Remaining: 2019 tests
[2025-10-14T23:02:51.738481] [INFO ] [CONFIGURE ] AXR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:02:51.738513] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:02:51.881255] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:52.029746] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:52.176248] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:52.335882] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:52.480533] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:52.631046] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:52.772991] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:52.916444] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:53.060969] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:53.211000] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:53.211151] [INFO ] [CONFIGURE ] AXR: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:02:53.211194] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.4s/test | Remaining: 2018 tests
[2025-10-14T23:02:53.211228] [INFO ] [CONFIGURE ] AXR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:02:53.211260] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:02:53.340055] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:53.478211] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:53.614608] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:53.757473] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:53.893247] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:54.037158] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:54.175140] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:54.315261] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:54.458385] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:54.606329] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:54.606506] [INFO ] [CONFIGURE ] AXR: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:02:54.606550] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.4s/test | Remaining: 2017 tests
[2025-10-14T23:02:54.606586] [INFO ] [CONFIGURE ] AXR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:02:54.606617] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:02:54.749623] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:54.890398] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:02:55.038694] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:55.180859] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:55.322608] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:55.465544] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:55.607974] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:55.751493] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:55.894381] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:56.045157] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:56.045322] [INFO ] [CONFIGURE ] AXR: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:02:56.045368] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.4s/test | Remaining: 2016 tests
[2025-10-14T23:02:56.045403] [INFO ] [CONFIGURE ] AXR: Testing feature 20/29: add_price_rejection
[2025-10-14T23:02:56.045436] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:02:56.190996] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:56.335752] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:56.497362] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:56.656389] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:56.811473] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:56.966723] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:57.124543] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:02:57.276095] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:57.428872] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:57.589624] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:57.589823] [INFO ] [CONFIGURE ] AXR: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:02:57.589871] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.4s/test | Remaining: 2015 tests
[2025-10-14T23:02:57.589907] [INFO ] [CONFIGURE ] AXR: Testing feature 21/29: add_range_position
[2025-10-14T23:02:57.589939] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:02:57.751508] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:02:57.914450] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:58.087224] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:02:58.255797] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:02:58.404201] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:02:58.556481] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:02:58.712406] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:02:58.871289] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:02:59.035822] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:02:59.196551] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:02:59.196754] [INFO ] [CONFIGURE ] AXR: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:02:59.196813] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.4s/test | Remaining: 2014 tests
[2025-10-14T23:02:59.196851] [INFO ] [CONFIGURE ] AXR: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:02:59.196884] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:02:59.369427] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:02:59.536328] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:02:59.703510] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:02:59.880463] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:00.056362] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:00.228087] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:00.410191] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:00.588078] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:00.756381] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:00.922380] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:00.922566] [INFO ] [CONFIGURE ] AXR: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:03:00.922611] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.4s/test | Remaining: 2013 tests
[2025-10-14T23:03:00.922671] [INFO ] [CONFIGURE ] AXR: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:03:00.922726] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:03:01.058306] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:03:01.194843] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:01.331012] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:03:01.468415] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:01.612663] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:01.755498] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:01.893731] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:02.036198] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:02.173119] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:02.328205] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:02.328412] [INFO ] [CONFIGURE ] AXR: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:03:02.328494] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.4s/test | Remaining: 2012 tests
[2025-10-14T23:03:02.328560] [INFO ] [CONFIGURE ] AXR: Testing feature 24/29: add_rsi
[2025-10-14T23:03:02.328620] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-14T23:03:02.493475] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:03:02.656773] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:02.843852] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:03:03.001782] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:03.170999] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:03.338555] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:03.499293] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:03.664469] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:03.834424] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:04.003631] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:04.003833] [INFO ] [CONFIGURE ] AXR: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:03:04.003880] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.4s/test | Remaining: 2011 tests
[2025-10-14T23:03:04.003917] [INFO ] [CONFIGURE ] AXR: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:03:04.003949] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:03:04.141843] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:03:04.276987] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:04.414615] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:03:04.555355] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:04.686589] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:04.817598] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:04.948739] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:05.079364] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:05.210851] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:05.343980] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:05.344119] [INFO ] [CONFIGURE ] AXR: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:03:05.344163] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.4s/test | Remaining: 2010 tests
[2025-10-14T23:03:05.344199] [INFO ] [CONFIGURE ] AXR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:03:05.344230] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:03:05.489349] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:03:05.630688] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:05.772799] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:03:05.928474] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:06.070503] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:06.213859] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:06.361067] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:06.511122] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:06.655612] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:06.804296] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:06.804447] [INFO ] [CONFIGURE ] AXR: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:03:06.804536] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.4s/test | Remaining: 2009 tests
[2025-10-14T23:03:06.804579] [INFO ] [CONFIGURE ] AXR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:03:06.804611] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:03:06.870618] [FATAL] [FORECASTER] Failed to test lookback=11: [23:03:06] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:06.936511] [FATAL] [FORECASTER] Failed to test lookback=10: [23:03:06] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.002628] [FATAL] [FORECASTER] Failed to test lookback=9: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.068818] [FATAL] [FORECASTER] Failed to test lookback=8: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.135612] [FATAL] [FORECASTER] Failed to test lookback=7: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.208829] [FATAL] [FORECASTER] Failed to test lookback=6: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.276527] [FATAL] [FORECASTER] Failed to test lookback=5: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.343163] [FATAL] [FORECASTER] Failed to test lookback=4: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.411115] [FATAL] [FORECASTER] Failed to test lookback=3: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.480538] [FATAL] [FORECASTER] Failed to test lookback=2: [23:03:07] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:03:07.480861] [INFO ] [CONFIGURE ] AXR: DISCARDED add_volume_price_divergence (score: 0.00%)
[2025-10-14T23:03:07.480941] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.4s/test | Remaining: 2008 tests
[2025-10-14T23:03:07.480979] [INFO ] [CONFIGURE ] AXR: Testing feature 28/29: add_volume_profile
[2025-10-14T23:03:07.481009] [INFO ] [CONFIGURE ] AXR: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:03:07.618594] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:03:07.755874] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:07.896663] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:03:08.034416] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:03:08.172420] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:03:08.311439] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:08.458628] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:03:08.604297] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:03:08.818586] [DEBUG] [FORECASTER] AXR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:08.961741] [DEBUG] [FORECASTER] AXR: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:08.961895] [INFO ] [CONFIGURE ] AXR: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:03:08.961939] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.4s/test | Remaining: 2007 tests
[2025-10-14T23:03:08.961975] [INFO ] [CONFIGURE ] AXR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:03:08.962005] [INFO ] [CONFIGURE ] AXR: Best accuracy: 80.00%
[2025-10-14T23:03:08.962035] [INFO ] [CONFIGURE ] AXR: Best feature set (2 features): ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:03:08.962063] [INFO ] [CONFIGURE ] AXR: Improvement over baseline: 10.00%
[2025-10-14T23:03:08.962089] [INFO ] [CONFIGURE ] AXR: Total time: 39.4 seconds
[2025-10-14T23:03:08.962116] [INFO ] [CONFIGURE ] AXR: Average time per feature: 1.4 seconds
[2025-10-14T23:03:08.962142] [INFO ] [CONFIGURE ] AXR: Average speed: 0.74 features/sec
[2025-10-14T23:03:08.962509] [INFO ] [LOCAL     ] Saved configuration for AXR: 2 features, 80.00% accuracy -> ./output/feature-sets/AXR.json
[2025-10-14T23:03:08.962577] [INFO ] [CONFIGURE ] AXR: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:03:08.962683] [INFO ] [sig       ] [27/96] Successfully configured AXR | 0.02 sym/s | Total: 18.8m | ETA: 48.0m
[2025-10-14T23:03:08.962753] [INFO ] [sig       ] [28/96] Configuring AXTA...
[2025-10-14T23:03:08.962792] [INFO ] [CONFIGURE ] AXTA: Configurate test run.
[2025-10-14T23:03:08.962824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXTA' from 'https://tdm.silogroup.org/data/derivative_storage/AXTA.csv'.
[2025-10-14T23:03:08.974009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXTA'.
[2025-10-14T23:03:08.974326] [INFO ] [CONFIGURE ] AXTA: Testing with 29 available features
[2025-10-14T23:03:08.974381] [INFO ] [CONFIGURE ] AXTA: Establishing baseline with no features...
[2025-10-14T23:03:09.081061] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:03:09.188977] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:09.293816] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:09.401206] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:03:09.503587] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:09.606063] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:09.710319] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:03:09.813898] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:09.919346] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:10.026420] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:10.026562] [INFO ] [CONFIGURE ] AXTA: Baseline score (no features): 40.00%
[2025-10-14T23:03:10.026605] [INFO ] [CONFIGURE ] AXTA: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:03:10.026639] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:03:10.140298] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:10.256458] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:10.374393] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:10.491599] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:03:10.607995] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:10.726904] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:10.854216] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:03:10.969370] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:11.084806] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:11.201841] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:11.202020] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:03:11.202064] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.4s/test | Remaining: 2006 tests
[2025-10-14T23:03:11.202098] [INFO ] [CONFIGURE ] AXTA: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:03:11.202129] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:03:11.320138] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:11.440436] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:11.558037] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:11.677341] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:03:11.796246] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:11.915617] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:12.037267] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:03:12.158275] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:12.287440] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:12.410108] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:12.410250] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:03:12.410294] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.4s/test | Remaining: 2005 tests
[2025-10-14T23:03:12.410328] [INFO ] [CONFIGURE ] AXTA: Testing feature 3/29: add_daily_returns
[2025-10-14T23:03:12.410359] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns']
[2025-10-14T23:03:12.514529] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:03:12.625231] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:12.731827] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:12.840441] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:03:12.947140] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:13.055076] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:13.164064] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:03:13.272826] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:13.386375] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:13.495876] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:03:13.496049] [INFO ] [CONFIGURE ] AXTA: KEPT add_daily_returns (score: 50.00%)
[2025-10-14T23:03:13.496095] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.4s/test | Remaining: 2004 tests
[2025-10-14T23:03:13.496132] [INFO ] [CONFIGURE ] AXTA: Testing feature 4/29: add_ema
[2025-10-14T23:03:13.496166] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-14T23:03:13.621099] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:13.744878] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:13.870854] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:13.997263] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:03:14.127819] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:14.255861] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:14.382868] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:03:14.512633] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:14.640615] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:14.769178] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:03:14.769332] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:03:14.769378] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.4s/test | Remaining: 2003 tests
[2025-10-14T23:03:14.769413] [INFO ] [CONFIGURE ] AXTA: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:03:14.769444] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:03:14.933216] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:15.067825] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:15.200897] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:15.337405] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:15.470100] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:15.607560] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:15.753450] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:15.892682] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:16.035879] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:16.183930] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:16.184111] [INFO ] [CONFIGURE ] AXTA: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:03:16.184177] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 2002 tests
[2025-10-14T23:03:16.184214] [INFO ] [CONFIGURE ] AXTA: Testing feature 6/29: add_failed_moves
[2025-10-14T23:03:16.184246] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:03:16.342940] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:16.539257] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:16.718058] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:16.924355] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:17.101072] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:17.266793] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:17.441826] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:17.604432] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:17.765710] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:17.958324] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:17.958531] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:03:17.958597] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 2001 tests
[2025-10-14T23:03:17.958636] [INFO ] [CONFIGURE ] AXTA: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:03:17.958714] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:03:18.110888] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:18.261447] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:18.417620] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:18.570087] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:18.732218] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:18.892336] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:19.067100] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:19.224581] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:19.380944] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:19.537351] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:19.537548] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:03:19.537594] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 2000 tests
[2025-10-14T23:03:19.537632] [INFO ] [CONFIGURE ] AXTA: Testing feature 8/29: add_macd
[2025-10-14T23:03:19.537706] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:03:19.688178] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:19.842842] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:19.993568] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:20.146189] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:20.299680] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:20.462693] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:20.621120] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:20.780526] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:20.939946] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:21.100471] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:03:21.100673] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:03:21.100739] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1999 tests
[2025-10-14T23:03:21.100779] [INFO ] [CONFIGURE ] AXTA: Testing feature 9/29: add_mfi
[2025-10-14T23:03:21.100813] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:03:21.262936] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:21.429254] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:21.591900] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:21.756733] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:21.921220] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:22.087424] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:03:22.263592] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:22.453086] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:22.642379] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:22.833497] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:22.833730] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:03:22.833793] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1998 tests
[2025-10-14T23:03:22.833834] [INFO ] [CONFIGURE ] AXTA: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:03:22.833893] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:03:23.029583] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:23.228363] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:23.428042] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:23.629978] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:23.825233] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:24.077457] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:24.294061] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:24.510118] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:24.734793] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:24.935916] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:24.936150] [INFO ] [CONFIGURE ] AXTA: KEPT add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:03:24.936217] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1997 tests
[2025-10-14T23:03:24.936296] [INFO ] [CONFIGURE ] AXTA: Testing feature 11/29: add_obv_daily
[2025-10-14T23:03:24.936350] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:03:25.121104] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:25.316059] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:25.510318] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:25.723522] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:25.924524] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:26.151558] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:26.337902] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:26.523243] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:26.718252] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:26.940197] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:26.940396] [INFO ] [CONFIGURE ] AXTA: KEPT add_obv_daily (score: 80.00%)
[2025-10-14T23:03:26.940444] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1996 tests
[2025-10-14T23:03:26.940484] [INFO ] [CONFIGURE ] AXTA: Testing feature 12/29: add_obv_interval
[2025-10-14T23:03:26.940519] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:03:27.143794] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:27.334218] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:27.525433] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:27.725029] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:27.918225] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:28.114969] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:28.311015] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:28.511321] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:28.717621] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:28.910156] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:28.910382] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:03:28.910446] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1995 tests
[2025-10-14T23:03:28.910485] [INFO ] [CONFIGURE ] AXTA: Testing feature 13/29: add_opening_strength
[2025-10-14T23:03:28.910518] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_opening_strength']
[2025-10-14T23:03:29.103921] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:29.309247] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:29.508796] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:29.712413] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:29.909157] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:30.143393] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:30.342243] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:30.551929] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:30.759236] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:30.957797] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:30.958020] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:03:30.958082] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1994 tests
[2025-10-14T23:03:30.958121] [INFO ] [CONFIGURE ] AXTA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:03:30.958154] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:03:31.160366] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:31.364191] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:31.573048] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:31.775127] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:31.977810] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:32.180290] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:32.386683] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:32.591429] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:32.796505] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:32.996289] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:32.996475] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:03:32.996538] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1993 tests
[2025-10-14T23:03:32.996577] [INFO ] [CONFIGURE ] AXTA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:03:32.996609] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:03:33.201597] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:33.386605] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:33.573853] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:33.759882] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:33.954432] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:34.142379] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:34.332274] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:34.524539] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:34.717057] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:34.907895] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:34.908113] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:03:34.908165] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1992 tests
[2025-10-14T23:03:34.908202] [INFO ] [CONFIGURE ] AXTA: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:03:34.908234] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:03:35.100434] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:35.287859] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:03:35.477818] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:35.672425] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:35.870759] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:36.062520] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:36.251467] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:36.442602] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:36.641718] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:36.832460] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:36.832720] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:03:36.832781] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1991 tests
[2025-10-14T23:03:36.832822] [INFO ] [CONFIGURE ] AXTA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:03:36.832860] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:03:37.012013] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:37.193531] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:37.372156] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:37.551989] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:37.726191] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:37.903052] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:38.090844] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:38.279825] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:38.481412] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:38.689835] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:38.690078] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:03:38.690131] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1990 tests
[2025-10-14T23:03:38.690168] [INFO ] [CONFIGURE ] AXTA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:03:38.690200] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:03:38.879719] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:39.078833] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:39.283754] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:39.492193] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:39.686581] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:39.866389] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:40.121293] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:40.301635] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:40.488148] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:40.676951] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:40.677196] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:03:40.677252] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1989 tests
[2025-10-14T23:03:40.677291] [INFO ] [CONFIGURE ] AXTA: Testing feature 20/29: add_price_rejection
[2025-10-14T23:03:40.677325] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:03:40.868101] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:41.054877] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:41.242933] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:41.433564] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:41.622634] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:41.812155] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:42.007094] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:42.214887] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:42.412989] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:42.611704] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:42.611915] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:03:42.611961] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1988 tests
[2025-10-14T23:03:42.612000] [INFO ] [CONFIGURE ] AXTA: Testing feature 21/29: add_range_position
[2025-10-14T23:03:42.612035] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:03:42.814529] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:43.016127] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:43.220451] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:43.421182] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:43.624756] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:43.823614] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:44.019914] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:44.217843] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:44.432886] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:44.636034] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:44.636209] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:03:44.636255] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1987 tests
[2025-10-14T23:03:44.636292] [INFO ] [CONFIGURE ] AXTA: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:03:44.636324] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:03:44.851071] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:45.069107] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:45.313598] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:45.527159] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:45.741477] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:45.957389] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:46.174216] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:46.391216] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:46.619490] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:46.843562] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:46.843803] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:03:46.843863] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1986 tests
[2025-10-14T23:03:46.843903] [INFO ] [CONFIGURE ] AXTA: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:03:46.843938] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:03:47.038056] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:47.236980] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:47.434268] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:47.628406] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:47.821267] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:48.025831] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:48.221972] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:48.415892] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:48.614376] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:48.807549] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:48.807758] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:03:48.807818] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1985 tests
[2025-10-14T23:03:48.807858] [INFO ] [CONFIGURE ] AXTA: Testing feature 24/29: add_rsi
[2025-10-14T23:03:48.807948] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:03:49.020384] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:49.227336] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:49.433700] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:49.709571] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:49.921799] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:50.137665] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:50.344575] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:50.553391] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:50.774751] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:50.981500] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:50.981706] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:03:50.981765] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1984 tests
[2025-10-14T23:03:50.981804] [INFO ] [CONFIGURE ] AXTA: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:03:50.981836] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:03:51.153425] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:51.325926] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:51.497338] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:51.673659] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:51.862610] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:52.046499] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:52.233366] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:52.419603] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:52.610551] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:52.804696] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:52.804873] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:03:52.804932] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1983 tests
[2025-10-14T23:03:52.804969] [INFO ] [CONFIGURE ] AXTA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:03:52.805003] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:03:52.990162] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:53.177135] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:53.369889] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:53.573251] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:53.763172] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:53.952065] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:54.141780] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:54.330285] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:54.519969] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:03:54.710133] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:54.710313] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:03:54.710359] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1982 tests
[2025-10-14T23:03:54.710394] [INFO ] [CONFIGURE ] AXTA: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:03:54.710427] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:03:54.916513] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:55.119087] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:55.318933] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:55.518129] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:55.723894] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:55.927489] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:56.128869] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:56.330034] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:56.536311] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:56.744193] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:56.744377] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:03:56.744425] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1981 tests
[2025-10-14T23:03:56.744464] [INFO ] [CONFIGURE ] AXTA: Testing feature 28/29: add_volume_profile
[2025-10-14T23:03:56.744501] [INFO ] [CONFIGURE ] AXTA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:03:56.939160] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:57.149093] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:03:57.338293] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:03:57.522920] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:57.713246] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:57.904282] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:03:58.102738] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:58.302622] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:58.502567] [DEBUG] [FORECASTER] AXTA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:58.704940] [DEBUG] [FORECASTER] AXTA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:58.705128] [INFO ] [CONFIGURE ] AXTA: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:03:58.705175] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1980 tests
[2025-10-14T23:03:58.705215] [INFO ] [CONFIGURE ] AXTA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:03:58.705247] [INFO ] [CONFIGURE ] AXTA: Best accuracy: 80.00%
[2025-10-14T23:03:58.705295] [INFO ] [CONFIGURE ] AXTA: Best feature set (6 features): ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:03:58.705357] [INFO ] [CONFIGURE ] AXTA: Improvement over baseline: 40.00%
[2025-10-14T23:03:58.705390] [INFO ] [CONFIGURE ] AXTA: Total time: 48.7 seconds
[2025-10-14T23:03:58.705419] [INFO ] [CONFIGURE ] AXTA: Average time per feature: 1.8 seconds
[2025-10-14T23:03:58.705450] [INFO ] [CONFIGURE ] AXTA: Average speed: 0.60 features/sec
[2025-10-14T23:03:58.706011] [INFO ] [LOCAL     ] Saved configuration for AXTA: 6 features, 80.00% accuracy -> ./output/feature-sets/AXTA.json
[2025-10-14T23:03:58.706081] [INFO ] [CONFIGURE ] AXTA: Configuration saved successfully: 6 features, 80.00% accuracy.
[2025-10-14T23:03:58.706173] [INFO ] [sig       ] [28/96] Successfully configured AXTA | 0.02 sym/s | Total: 19.6m | ETA: 47.6m
[2025-10-14T23:03:58.706244] [INFO ] [sig       ] [29/96] Configuring BAH...
[2025-10-14T23:03:58.706285] [INFO ] [CONFIGURE ] BAH: Configurate test run.
[2025-10-14T23:03:58.706317] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAH' from 'https://tdm.silogroup.org/data/derivative_storage/BAH.csv'.
[2025-10-14T23:03:58.718339] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAH'.
[2025-10-14T23:03:58.718665] [INFO ] [CONFIGURE ] BAH: Testing with 29 available features
[2025-10-14T23:03:58.718723] [INFO ] [CONFIGURE ] BAH: Establishing baseline with no features...
[2025-10-14T23:03:58.832232] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:03:58.936520] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:03:59.041626] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:03:59.149523] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:03:59.252925] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:03:59.357103] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:03:59.463192] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:03:59.573127] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:03:59.679456] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:03:59.793137] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:03:59.793304] [INFO ] [CONFIGURE ] BAH: Baseline score (no features): 70.00%
[2025-10-14T23:03:59.793352] [INFO ] [CONFIGURE ] BAH: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:03:59.793389] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:03:59.906827] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:00.024437] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:00.141466] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:00.262105] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:00.381006] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:00.520400] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:00.645953] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:00.770499] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:00.892718] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:01.016300] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:01.016456] [INFO ] [CONFIGURE ] BAH: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:04:01.016499] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.4s/test | Remaining: 1979 tests
[2025-10-14T23:04:01.016532] [INFO ] [CONFIGURE ] BAH: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:04:01.016563] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:04:01.139101] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:01.266547] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:01.403216] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:01.558096] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:01.711837] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:01.867019] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:02.010732] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:02.151751] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:02.280588] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:02.422165] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:02.422368] [INFO ] [CONFIGURE ] BAH: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:04:02.422436] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.4s/test | Remaining: 1978 tests
[2025-10-14T23:04:02.422493] [INFO ] [CONFIGURE ] BAH: Testing feature 3/29: add_daily_returns
[2025-10-14T23:04:02.422562] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_daily_returns']
[2025-10-14T23:04:02.539523] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:02.652380] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:02.780466] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:02.908376] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:03.044392] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:03.171982] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:03.301673] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:03.418918] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:03.551430] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:03.666974] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:03.667137] [INFO ] [CONFIGURE ] BAH: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:04:03.667207] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.4s/test | Remaining: 1977 tests
[2025-10-14T23:04:03.667267] [INFO ] [CONFIGURE ] BAH: Testing feature 4/29: add_ema
[2025-10-14T23:04:03.667302] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_ema']
[2025-10-14T23:04:03.805862] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:03.930450] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:04.052457] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:04.177004] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:04.312084] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:04.448558] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:04.578768] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:04.705772] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:04.833636] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:04.962312] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:04.962510] [INFO ] [CONFIGURE ] BAH: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:04:04.962559] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.4s/test | Remaining: 1976 tests
[2025-10-14T23:04:04.962597] [INFO ] [CONFIGURE ] BAH: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:04:04.962631] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:04:05.094516] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:05.223405] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:05.351289] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:05.485846] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:05.621899] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:05.752536] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:05.897546] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:06.027603] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:06.170833] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:06.309807] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:06.309987] [INFO ] [CONFIGURE ] BAH: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T23:04:06.310033] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.4s/test | Remaining: 1975 tests
[2025-10-14T23:04:06.310069] [INFO ] [CONFIGURE ] BAH: Testing feature 6/29: add_failed_moves
[2025-10-14T23:04:06.310101] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_failed_moves']
[2025-10-14T23:04:06.427313] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:06.573061] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:06.692302] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:06.812450] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:06.936528] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:07.072261] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:07.197239] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:07.327813] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:07.459628] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:07.597519] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:07.597760] [INFO ] [CONFIGURE ] BAH: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:04:07.597821] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.4s/test | Remaining: 1974 tests
[2025-10-14T23:04:07.597873] [INFO ] [CONFIGURE ] BAH: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:04:07.597966] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_lag_shelf']
[2025-10-14T23:04:07.716512] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:07.836616] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:07.952858] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:08.069487] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:08.179265] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:08.283363] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:08.388870] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:08.493972] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:08.600460] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:08.704346] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:08.704505] [INFO ] [CONFIGURE ] BAH: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:04:08.704549] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.4s/test | Remaining: 1973 tests
[2025-10-14T23:04:08.704583] [INFO ] [CONFIGURE ] BAH: Testing feature 8/29: add_macd
[2025-10-14T23:04:08.704614] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:04:08.846425] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:08.988392] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:09.186436] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:09.394547] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:09.649580] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:04:09.847166] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:10.008093] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:10.157569] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:10.305048] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:10.448222] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:10.448393] [INFO ] [CONFIGURE ] BAH: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:04:10.448440] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.4s/test | Remaining: 1972 tests
[2025-10-14T23:04:10.448473] [INFO ] [CONFIGURE ] BAH: Testing feature 9/29: add_mfi
[2025-10-14T23:04:10.448504] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_mfi']
[2025-10-14T23:04:10.565148] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:10.683324] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:10.800559] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:10.918883] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:11.043609] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:11.164174] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:11.283529] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:11.403955] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:11.523326] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:11.661588] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:11.661821] [INFO ] [CONFIGURE ] BAH: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:04:11.661873] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.4s/test | Remaining: 1971 tests
[2025-10-14T23:04:11.661909] [INFO ] [CONFIGURE ] BAH: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:04:11.661942] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:04:11.800983] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:11.951901] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:12.087331] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:12.222237] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:12.360231] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:12.495851] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:12.662226] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:12.801457] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:12.938913] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:13.078356] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:13.078524] [INFO ] [CONFIGURE ] BAH: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:04:13.078569] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.4s/test | Remaining: 1970 tests
[2025-10-14T23:04:13.078604] [INFO ] [CONFIGURE ] BAH: Testing feature 11/29: add_obv_daily
[2025-10-14T23:04:13.078637] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_obv_daily']
[2025-10-14T23:04:13.198089] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:13.311164] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:13.427769] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:13.540256] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:13.659560] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:13.772378] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:13.884660] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:13.996863] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:14.110157] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:14.224072] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:14.224282] [INFO ] [CONFIGURE ] BAH: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:04:14.224345] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.4s/test | Remaining: 1969 tests
[2025-10-14T23:04:14.224383] [INFO ] [CONFIGURE ] BAH: Testing feature 12/29: add_obv_interval
[2025-10-14T23:04:14.224414] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_obv_interval']
[2025-10-14T23:04:14.332830] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:14.442497] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:14.556066] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:14.666931] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:14.776855] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:14.886897] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:14.996985] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:15.108701] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:15.220568] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:15.337403] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:15.337586] [INFO ] [CONFIGURE ] BAH: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:04:15.337636] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.4s/test | Remaining: 1968 tests
[2025-10-14T23:04:15.337714] [INFO ] [CONFIGURE ] BAH: Testing feature 13/29: add_opening_strength
[2025-10-14T23:04:15.337752] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:04:15.453091] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:15.567957] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:15.716143] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:15.838940] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:15.963867] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:16.092563] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:16.214136] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:16.342109] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:16.470787] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:16.598701] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:16.598885] [INFO ] [CONFIGURE ] BAH: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:04:16.598953] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.4s/test | Remaining: 1967 tests
[2025-10-14T23:04:16.599013] [INFO ] [CONFIGURE ] BAH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:04:16.599048] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:04:16.724118] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:16.854502] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:16.976491] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:17.102261] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:17.223374] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:17.344479] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:17.464997] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:17.591256] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:17.710441] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:17.829676] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:17.829869] [INFO ] [CONFIGURE ] BAH: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:04:17.829932] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.4s/test | Remaining: 1966 tests
[2025-10-14T23:04:17.829971] [INFO ] [CONFIGURE ] BAH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:04:17.830004] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:04:17.928818] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:18.035180] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:18.139069] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:18.239962] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:18.344207] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:18.443993] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:18.545243] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:18.647512] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:18.748375] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:18.852168] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:18.852313] [INFO ] [CONFIGURE ] BAH: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:04:18.852359] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.4s/test | Remaining: 1965 tests
[2025-10-14T23:04:18.852394] [INFO ] [CONFIGURE ] BAH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:04:18.852431] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:04:18.956249] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:19.064864] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:19.173268] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:19.280331] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:19.397502] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:19.513615] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:19.633555] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:19.751874] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:19.884978] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:20.013565] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:20.013768] [INFO ] [CONFIGURE ] BAH: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:04:20.013823] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.4s/test | Remaining: 1964 tests
[2025-10-14T23:04:20.013880] [INFO ] [CONFIGURE ] BAH: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:04:20.013949] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:04:20.138720] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:20.259953] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:20.375102] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:20.492029] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:20.617586] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:20.740750] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:20.867093] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:21.005376] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:21.142817] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:21.281253] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:21.281425] [INFO ] [CONFIGURE ] BAH: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:04:21.281470] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.4s/test | Remaining: 1963 tests
[2025-10-14T23:04:21.281505] [INFO ] [CONFIGURE ] BAH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:04:21.281537] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:04:21.397137] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:21.516260] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:21.635801] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:21.772916] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:21.881016] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:21.985516] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:22.091198] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:22.197936] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:22.303469] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:22.412556] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:22.412778] [INFO ] [CONFIGURE ] BAH: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:04:22.412843] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.4s/test | Remaining: 1962 tests
[2025-10-14T23:04:22.412886] [INFO ] [CONFIGURE ] BAH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:04:22.412925] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:04:22.525526] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:22.629239] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:22.735611] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:22.853239] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:22.963639] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:23.068956] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:23.179170] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:23.289661] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:23.403060] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:23.522983] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:23.523143] [INFO ] [CONFIGURE ] BAH: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:04:23.523188] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.4s/test | Remaining: 1961 tests
[2025-10-14T23:04:23.523273] [INFO ] [CONFIGURE ] BAH: Testing feature 20/29: add_price_rejection
[2025-10-14T23:04:23.523328] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_price_rejection']
[2025-10-14T23:04:23.645289] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:23.763927] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:23.885510] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:24.006020] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:24.124223] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:24.241878] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:24.361264] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:24.482485] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:24.604808] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:24.730032] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:24.730191] [INFO ] [CONFIGURE ] BAH: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:04:24.730236] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.4s/test | Remaining: 1960 tests
[2025-10-14T23:04:24.730272] [INFO ] [CONFIGURE ] BAH: Testing feature 21/29: add_range_position
[2025-10-14T23:04:24.730304] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_range_position']
[2025-10-14T23:04:24.861291] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:04:24.991429] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:25.126095] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:25.262126] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:25.390411] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:25.517489] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:25.649387] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:25.778765] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:25.906970] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:26.035068] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:26.035235] [INFO ] [CONFIGURE ] BAH: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T23:04:26.035281] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.4s/test | Remaining: 1959 tests
[2025-10-14T23:04:26.035318] [INFO ] [CONFIGURE ] BAH: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:04:26.035352] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_realized_volatility']
[2025-10-14T23:04:26.176976] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:04:26.319019] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:26.458174] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:26.598541] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:26.740241] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:26.894551] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:27.041721] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:27.191470] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:27.340338] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:27.488995] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:27.489177] [INFO ] [CONFIGURE ] BAH: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:04:27.489221] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.4s/test | Remaining: 1958 tests
[2025-10-14T23:04:27.489257] [INFO ] [CONFIGURE ] BAH: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:04:27.489289] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_recent_range_context']
[2025-10-14T23:04:27.621964] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:27.736540] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:27.851451] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:27.967158] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:28.081182] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:28.195455] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:28.310811] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:28.427764] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:28.544264] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:28.662359] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:28.662483] [INFO ] [CONFIGURE ] BAH: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:04:28.662526] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.4s/test | Remaining: 1957 tests
[2025-10-14T23:04:28.662561] [INFO ] [CONFIGURE ] BAH: Testing feature 24/29: add_rsi
[2025-10-14T23:04:28.662592] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:04:28.794837] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:28.950984] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:29.107372] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:29.267083] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:29.423767] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:29.576506] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:29.730153] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:29.881572] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:30.035726] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:30.190171] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:30.190396] [INFO ] [CONFIGURE ] BAH: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:04:30.190483] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.4s/test | Remaining: 1956 tests
[2025-10-14T23:04:30.190542] [INFO ] [CONFIGURE ] BAH: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:04:30.190578] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_tick_distribution']
[2025-10-14T23:04:30.321815] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:30.453675] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:04:30.569288] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:30.684146] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:30.803343] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:30.937001] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:31.074744] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:31.207715] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:31.344321] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:31.476434] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:04:31.476609] [INFO ] [CONFIGURE ] BAH: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:04:31.476687] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.4s/test | Remaining: 1955 tests
[2025-10-14T23:04:31.476783] [INFO ] [CONFIGURE ] BAH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:04:31.476826] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:04:31.614084] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:31.742988] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:31.880488] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:32.014869] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:32.148210] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:32.280537] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:32.415664] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:32.529491] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:32.644116] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:32.761005] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:32.761153] [INFO ] [CONFIGURE ] BAH: KEPT add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:04:32.761197] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.4s/test | Remaining: 1954 tests
[2025-10-14T23:04:32.761230] [INFO ] [CONFIGURE ] BAH: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:04:32.761260] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_volume_momentum_confirmation', 'add_volume_price_divergence']
[2025-10-14T23:04:32.890808] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:33.023232] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:33.154421] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:33.284462] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:33.415993] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:33.547894] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:33.677543] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:33.808861] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:33.948254] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:34.093300] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:34.093474] [INFO ] [CONFIGURE ] BAH: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:04:34.093519] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.4s/test | Remaining: 1953 tests
[2025-10-14T23:04:34.093554] [INFO ] [CONFIGURE ] BAH: Testing feature 28/29: add_volume_profile
[2025-10-14T23:04:34.093585] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_volume_momentum_confirmation', 'add_volume_profile']
[2025-10-14T23:04:34.213773] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:34.335913] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:34.456477] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:34.577032] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:34.705490] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:34.827107] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:34.954580] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:35.082246] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:04:35.214468] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:35.342242] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:35.342415] [INFO ] [CONFIGURE ] BAH: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:04:35.342460] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.4s/test | Remaining: 1952 tests
[2025-10-14T23:04:35.342495] [INFO ] [CONFIGURE ] BAH: Testing feature 29/29: add_vwap
[2025-10-14T23:04:35.342527] [INFO ] [CONFIGURE ] BAH: Testing with features: ['add_volume_momentum_confirmation', 'add_vwap']
[2025-10-14T23:04:35.468793] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:04:35.595530] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:04:35.722283] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:35.855297] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:35.990825] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:04:36.124745] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:36.258098] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:36.391570] [DEBUG] [FORECASTER] BAH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:36.522919] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:36.658001] [DEBUG] [FORECASTER] BAH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:04:36.658168] [INFO ] [CONFIGURE ] BAH: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:04:36.658217] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.4s/test | Remaining: 1951 tests
[2025-10-14T23:04:36.658251] [INFO ] [CONFIGURE ] BAH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:04:36.658281] [INFO ] [CONFIGURE ] BAH: Best accuracy: 80.00%
[2025-10-14T23:04:36.658311] [INFO ] [CONFIGURE ] BAH: Best feature set (1 features): ['add_volume_momentum_confirmation']
[2025-10-14T23:04:36.658338] [INFO ] [CONFIGURE ] BAH: Improvement over baseline: 10.00%
[2025-10-14T23:04:36.658364] [INFO ] [CONFIGURE ] BAH: Total time: 36.9 seconds
[2025-10-14T23:04:36.658390] [INFO ] [CONFIGURE ] BAH: Average time per feature: 1.3 seconds
[2025-10-14T23:04:36.658417] [INFO ] [CONFIGURE ] BAH: Average speed: 0.79 features/sec
[2025-10-14T23:04:36.658831] [INFO ] [LOCAL     ] Saved configuration for BAH: 1 features, 80.00% accuracy -> ./output/feature-sets/BAH.json
[2025-10-14T23:04:36.658899] [INFO ] [CONFIGURE ] BAH: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:04:36.658973] [INFO ] [sig       ] [29/96] Successfully configured BAH | 0.02 sym/s | Total: 20.2m | ETA: 46.7m
[2025-10-14T23:04:36.659029] [INFO ] [sig       ] [30/96] Configuring BAM...
[2025-10-14T23:04:36.659062] [INFO ] [CONFIGURE ] BAM: Configurate test run.
[2025-10-14T23:04:36.659094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAM' from 'https://tdm.silogroup.org/data/derivative_storage/BAM.csv'.
[2025-10-14T23:04:36.670334] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAM'.
[2025-10-14T23:04:36.670706] [INFO ] [CONFIGURE ] BAM: Testing with 29 available features
[2025-10-14T23:04:36.670772] [INFO ] [CONFIGURE ] BAM: Establishing baseline with no features...
[2025-10-14T23:04:36.776883] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:36.909724] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.013439] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:37.118103] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.224388] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:37.326767] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:37.429468] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.558352] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.661553] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.765598] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:37.765769] [INFO ] [CONFIGURE ] BAM: Baseline score (no features): 40.00%
[2025-10-14T23:04:37.765819] [INFO ] [CONFIGURE ] BAM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:04:37.765854] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:04:37.879599] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:37.993102] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:38.108170] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:38.225195] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:38.343504] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:38.458613] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:38.578241] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:38.697835] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:38.815596] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:38.932554] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:38.932748] [INFO ] [CONFIGURE ] BAM: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:04:38.932802] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.4s/test | Remaining: 1950 tests
[2025-10-14T23:04:38.932837] [INFO ] [CONFIGURE ] BAM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:04:38.932869] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:04:39.068359] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:39.200228] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:39.331418] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:39.464031] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:39.597729] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:39.731863] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:39.872762] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:40.011207] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:40.150389] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:40.286293] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:40.286463] [INFO ] [CONFIGURE ] BAM: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T23:04:40.286507] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.4s/test | Remaining: 1949 tests
[2025-10-14T23:04:40.286541] [INFO ] [CONFIGURE ] BAM: Testing feature 3/29: add_daily_returns
[2025-10-14T23:04:40.286573] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:04:40.425372] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:40.564195] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:40.702993] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:40.842803] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:40.981745] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:41.119744] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:41.264768] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:41.409219] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:41.550338] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:41.694632] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:41.694833] [INFO ] [CONFIGURE ] BAM: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:04:41.694880] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.4s/test | Remaining: 1948 tests
[2025-10-14T23:04:41.694915] [INFO ] [CONFIGURE ] BAM: Testing feature 4/29: add_ema
[2025-10-14T23:04:41.694947] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:04:41.846530] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:41.999106] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:42.151134] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:42.304472] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:42.455990] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:42.608018] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:42.762001] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:42.915100] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:43.074097] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:43.227505] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:04:43.227751] [INFO ] [CONFIGURE ] BAM: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:04:43.227808] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.4s/test | Remaining: 1947 tests
[2025-10-14T23:04:43.227846] [INFO ] [CONFIGURE ] BAM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:04:43.227879] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:04:43.383324] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:43.537302] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:43.695108] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:04:43.850979] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:44.008031] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:44.164493] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:44.320279] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:44.481297] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:44.643865] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:44.803611] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:04:44.803812] [INFO ] [CONFIGURE ] BAM: DISCARDED add_exhaustion_signals (score: 20.00%)
[2025-10-14T23:04:44.803862] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.4s/test | Remaining: 1946 tests
[2025-10-14T23:04:44.803900] [INFO ] [CONFIGURE ] BAM: Testing feature 6/29: add_failed_moves
[2025-10-14T23:04:44.803932] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:04:44.943604] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:45.080423] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:45.221873] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:45.363990] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:45.503930] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:45.643867] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:45.789504] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:45.946947] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:46.112509] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:46.282827] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:46.283101] [INFO ] [CONFIGURE ] BAM: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:04:46.283179] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.4s/test | Remaining: 1945 tests
[2025-10-14T23:04:46.283228] [INFO ] [CONFIGURE ] BAM: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:04:46.283264] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:04:46.435762] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:46.588076] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:46.731279] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:46.877742] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:47.018167] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:47.157033] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:47.300068] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:47.438959] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:47.583221] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:47.727777] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:47.727998] [INFO ] [CONFIGURE ] BAM: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:04:47.728056] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.4s/test | Remaining: 1944 tests
[2025-10-14T23:04:47.728093] [INFO ] [CONFIGURE ] BAM: Testing feature 8/29: add_macd
[2025-10-14T23:04:47.728126] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:04:47.908866] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:48.085844] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:48.264295] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:48.444978] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:48.620094] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:48.803937] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:49.001896] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:49.202710] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:49.390407] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:04:49.563847] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:49.564024] [INFO ] [CONFIGURE ] BAM: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:04:49.564070] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.4s/test | Remaining: 1943 tests
[2025-10-14T23:04:49.564105] [INFO ] [CONFIGURE ] BAM: Testing feature 9/29: add_mfi
[2025-10-14T23:04:49.564137] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-14T23:04:49.716002] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:49.865186] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:50.012536] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:50.161479] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:50.321121] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:50.479100] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:50.640523] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:50.791746] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:50.943935] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:51.097537] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:51.097756] [INFO ] [CONFIGURE ] BAM: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:04:51.097815] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1942 tests
[2025-10-14T23:04:51.097893] [INFO ] [CONFIGURE ] BAM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:04:51.097971] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:04:51.260126] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:51.423608] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:51.585313] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:51.755118] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:51.930008] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:52.099531] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:52.265414] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:52.431176] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:52.596189] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:52.763365] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:52.763522] [INFO ] [CONFIGURE ] BAM: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:04:52.763566] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1941 tests
[2025-10-14T23:04:52.763599] [INFO ] [CONFIGURE ] BAM: Testing feature 11/29: add_obv_daily
[2025-10-14T23:04:52.763631] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:04:52.902289] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:53.041799] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:53.183574] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:53.327235] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:53.481377] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:04:53.630664] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:53.775788] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:53.917335] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:54.065712] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:54.210017] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:54.210211] [INFO ] [CONFIGURE ] BAM: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:04:54.210275] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1940 tests
[2025-10-14T23:04:54.210313] [INFO ] [CONFIGURE ] BAM: Testing feature 12/29: add_obv_interval
[2025-10-14T23:04:54.210345] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:04:54.347139] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:54.484851] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:54.622538] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:54.761443] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:54.907884] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:55.088125] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:55.228782] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:04:55.369865] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:55.510348] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:55.654164] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:04:55.654326] [INFO ] [CONFIGURE ] BAM: DISCARDED add_obv_interval (score: 20.00%)
[2025-10-14T23:04:55.654371] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1939 tests
[2025-10-14T23:04:55.654406] [INFO ] [CONFIGURE ] BAM: Testing feature 13/29: add_opening_strength
[2025-10-14T23:04:55.654438] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:04:55.801137] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:55.950535] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:56.099173] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:56.247778] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:04:56.397329] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:56.553920] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:56.711519] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:56.867058] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:57.021483] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:57.183730] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:04:57.183899] [INFO ] [CONFIGURE ] BAM: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:04:57.183943] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1938 tests
[2025-10-14T23:04:57.183978] [INFO ] [CONFIGURE ] BAM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:04:57.184010] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:04:57.345153] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:04:57.504748] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:04:57.663706] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:57.822547] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:57.979314] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:58.163100] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:04:58.324546] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:04:58.484471] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:04:58.645294] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:04:58.838094] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:04:58.838280] [INFO ] [CONFIGURE ] BAM: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:04:58.838326] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.4s/test | Remaining: 1937 tests
[2025-10-14T23:04:58.838362] [INFO ] [CONFIGURE ] BAM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:04:58.838444] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:04:58.985607] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:04:59.128963] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:04:59.275528] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:04:59.427156] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:04:59.578867] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:04:59.725414] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:04:59.871236] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:00.018341] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:00.169635] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:00.320558] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:00.320743] [INFO ] [CONFIGURE ] BAM: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:05:00.320800] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.4s/test | Remaining: 1936 tests
[2025-10-14T23:05:00.320836] [INFO ] [CONFIGURE ] BAM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:05:00.320867] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:05:00.493727] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:05:00.647599] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:00.815294] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:00.972028] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:01.159534] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:01.312367] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:01.460575] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:01.610227] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:01.768494] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:01.935949] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:01.936106] [INFO ] [CONFIGURE ] BAM: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:05:01.936149] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.4s/test | Remaining: 1935 tests
[2025-10-14T23:05:01.936184] [INFO ] [CONFIGURE ] BAM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:05:01.936216] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:05:02.111474] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:02.265892] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:02.433461] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:02.597437] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:02.753975] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:05:02.917377] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:03.154879] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:03.311134] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:03.475532] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:03.631458] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:03.631630] [INFO ] [CONFIGURE ] BAM: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:05:03.631719] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.4s/test | Remaining: 1934 tests
[2025-10-14T23:05:03.631764] [INFO ] [CONFIGURE ] BAM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:05:03.631800] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:05:03.774079] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:03.917855] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:04.059574] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:04.220193] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:04.365586] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:05:04.504628] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:04.643625] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:04.782440] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:04.920980] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:05.059931] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:05.060120] [INFO ] [CONFIGURE ] BAM: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:05:05.060183] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.4s/test | Remaining: 1933 tests
[2025-10-14T23:05:05.060220] [INFO ] [CONFIGURE ] BAM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:05:05.060251] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:05:05.194909] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:05.329830] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:05.467429] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:05.615365] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:05.757209] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:05:05.898424] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:06.039931] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:06.182320] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:06.326443] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:06.471923] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:06.472077] [INFO ] [CONFIGURE ] BAM: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:05:06.472120] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.4s/test | Remaining: 1932 tests
[2025-10-14T23:05:06.472155] [INFO ] [CONFIGURE ] BAM: Testing feature 20/29: add_price_rejection
[2025-10-14T23:05:06.472186] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:05:06.621118] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:06.771334] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:06.925674] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:07.097056] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:07.257479] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:07.413043] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:07.567664] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:07.715922] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:07.882921] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:08.040832] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:08.041011] [INFO ] [CONFIGURE ] BAM: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:05:08.041054] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1931 tests
[2025-10-14T23:05:08.041089] [INFO ] [CONFIGURE ] BAM: Testing feature 21/29: add_range_position
[2025-10-14T23:05:08.041120] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-14T23:05:08.203870] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:08.365158] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:08.529848] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:08.700940] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:08.870374] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:09.035928] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:09.206461] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:09.372851] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:09.537794] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:09.696013] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:05:09.696160] [INFO ] [CONFIGURE ] BAM: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:05:09.696227] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1930 tests
[2025-10-14T23:05:09.696284] [INFO ] [CONFIGURE ] BAM: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:05:09.696318] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:05:09.861974] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:10.028962] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:10.201080] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:10.368760] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:10.538825] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:10.710410] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:10.890564] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:11.072381] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:11.275545] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:11.469998] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:05:11.470208] [INFO ] [CONFIGURE ] BAM: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T23:05:11.470256] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1929 tests
[2025-10-14T23:05:11.470294] [INFO ] [CONFIGURE ] BAM: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:05:11.470327] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T23:05:11.625422] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:11.779375] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:11.933526] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:12.083770] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:12.253533] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:05:12.400301] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:12.561502] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:12.736966] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:12.906405] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:13.074273] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:13.074469] [INFO ] [CONFIGURE ] BAM: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:05:13.074572] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1928 tests
[2025-10-14T23:05:13.074618] [INFO ] [CONFIGURE ] BAM: Testing feature 24/29: add_rsi
[2025-10-14T23:05:13.074685] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T23:05:13.297113] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:13.485302] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:13.672042] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:13.860109] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:14.044289] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:14.229829] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:14.411234] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:14.578323] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:14.755706] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:05:14.932931] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:05:14.933106] [INFO ] [CONFIGURE ] BAM: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:05:14.933151] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1927 tests
[2025-10-14T23:05:14.933186] [INFO ] [CONFIGURE ] BAM: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:05:14.933220] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T23:05:15.094097] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:15.240839] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:15.384533] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:15.529116] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:15.676823] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:15.820967] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:15.965083] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:16.109814] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:16.254077] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:16.406391] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:16.406598] [INFO ] [CONFIGURE ] BAM: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:05:16.406685] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.4s/test | Remaining: 1926 tests
[2025-10-14T23:05:16.406740] [INFO ] [CONFIGURE ] BAM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:05:16.406776] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T23:05:16.552001] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:16.694776] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:16.838839] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:16.987425] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:17.136220] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:17.293605] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:17.444558] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:17.601349] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:17.790593] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:17.974767] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:17.974963] [INFO ] [CONFIGURE ] BAM: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:05:17.975029] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.4s/test | Remaining: 1925 tests
[2025-10-14T23:05:17.975091] [INFO ] [CONFIGURE ] BAM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:05:17.975131] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T23:05:18.147788] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:18.401181] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:18.617440] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:18.801785] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:18.973248] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:19.132764] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:19.292376] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:19.452332] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:19.615181] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:19.780610] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:19.780844] [INFO ] [CONFIGURE ] BAM: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:05:19.780896] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.4s/test | Remaining: 1924 tests
[2025-10-14T23:05:19.780933] [INFO ] [CONFIGURE ] BAM: Testing feature 28/29: add_volume_profile
[2025-10-14T23:05:19.780966] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-14T23:05:19.935125] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:20.090217] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:20.234280] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:20.382759] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:20.527631] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:20.676071] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:20.823337] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:20.981056] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:21.152172] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:05:21.324812] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:21.324989] [INFO ] [CONFIGURE ] BAM: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:05:21.325036] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.4s/test | Remaining: 1923 tests
[2025-10-14T23:05:21.325071] [INFO ] [CONFIGURE ] BAM: Testing feature 29/29: add_vwap
[2025-10-14T23:05:21.325104] [INFO ] [CONFIGURE ] BAM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-14T23:05:21.493738] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:05:21.645492] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:21.793454] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:21.946581] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:22.097781] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:05:22.247600] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:22.398916] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:05:22.549056] [DEBUG] [FORECASTER] BAM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:22.702926] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:05:22.859216] [DEBUG] [FORECASTER] BAM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:05:22.859436] [INFO ] [CONFIGURE ] BAM: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:05:22.859492] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.4s/test | Remaining: 1922 tests
[2025-10-14T23:05:22.859528] [INFO ] [CONFIGURE ] BAM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:05:22.859558] [INFO ] [CONFIGURE ] BAM: Best accuracy: 60.00%
[2025-10-14T23:05:22.859588] [INFO ] [CONFIGURE ] BAM: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:05:22.859617] [INFO ] [CONFIGURE ] BAM: Improvement over baseline: 20.00%
[2025-10-14T23:05:22.859669] [INFO ] [CONFIGURE ] BAM: Total time: 45.1 seconds
[2025-10-14T23:05:22.859721] [INFO ] [CONFIGURE ] BAM: Average time per feature: 1.6 seconds
[2025-10-14T23:05:22.859773] [INFO ] [CONFIGURE ] BAM: Average speed: 0.64 features/sec
[2025-10-14T23:05:22.860239] [INFO ] [LOCAL     ] Saved configuration for BAM: 2 features, 60.00% accuracy -> ./output/feature-sets/BAM.json
[2025-10-14T23:05:22.860288] [INFO ] [CONFIGURE ] BAM: Configuration saved successfully: 2 features, 60.00% accuracy.
[2025-10-14T23:05:22.860326] [INFO ] [sig       ] [30/96] Successfully configured BAM | 0.02 sym/s | Total: 21.0m | ETA: 46.2m
[2025-10-14T23:05:22.860359] [INFO ] [sig       ] [31/96] Configuring BBUC...
[2025-10-14T23:05:22.860389] [INFO ] [CONFIGURE ] BBUC: Configurate test run.
[2025-10-14T23:05:22.860419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBUC' from 'https://tdm.silogroup.org/data/derivative_storage/BBUC.csv'.
[2025-10-14T23:05:22.871087] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBUC'.
[2025-10-14T23:05:22.871410] [INFO ] [CONFIGURE ] BBUC: Testing with 29 available features
[2025-10-14T23:05:22.871465] [INFO ] [CONFIGURE ] BBUC: Establishing baseline with no features...
[2025-10-14T23:05:22.970497] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:23.078470] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:23.177678] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:23.277288] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:23.377498] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:23.483346] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:23.587334] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:05:23.696980] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:23.811759] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:23.918799] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:23.919004] [INFO ] [CONFIGURE ] BBUC: Baseline score (no features): 30.00%
[2025-10-14T23:05:23.919054] [INFO ] [CONFIGURE ] BBUC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:05:23.919087] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:05:24.033026] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:24.149310] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:24.276592] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:24.394549] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:24.514801] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:24.636521] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:24.757868] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:24.879845] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:25.001958] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:25.127836] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:05:25.128027] [INFO ] [CONFIGURE ] BBUC: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:05:25.128082] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.4s/test | Remaining: 1921 tests
[2025-10-14T23:05:25.128117] [INFO ] [CONFIGURE ] BBUC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:05:25.128149] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:05:25.266207] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:25.408977] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:25.540047] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:25.670368] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:25.804259] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:25.935604] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:26.080098] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:26.230425] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:26.369278] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:26.504963] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:05:26.505107] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:05:26.505154] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.4s/test | Remaining: 1920 tests
[2025-10-14T23:05:26.505189] [INFO ] [CONFIGURE ] BBUC: Testing feature 3/29: add_daily_returns
[2025-10-14T23:05:26.505221] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:05:26.623483] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:26.744712] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:26.868677] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:26.989168] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:27.107333] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:27.223276] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:27.343589] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:27.464130] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:27.582414] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:27.700412] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:05:27.700555] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:05:27.700599] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.4s/test | Remaining: 1919 tests
[2025-10-14T23:05:27.700633] [INFO ] [CONFIGURE ] BBUC: Testing feature 4/29: add_ema
[2025-10-14T23:05:27.700703] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:05:27.827679] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:27.959353] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:28.088383] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:28.218098] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:28.353021] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:28.491113] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:28.629169] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:28.765131] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:28.926843] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:29.081127] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:29.081301] [INFO ] [CONFIGURE ] BBUC: KEPT add_ema (score: 60.00%)
[2025-10-14T23:05:29.081347] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.4s/test | Remaining: 1918 tests
[2025-10-14T23:05:29.081383] [INFO ] [CONFIGURE ] BBUC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:05:29.081415] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:05:29.234120] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:29.389380] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:29.555961] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:29.720524] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:29.879558] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:30.039506] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:30.198853] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:30.358600] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:30.524897] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:30.686228] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:30.686378] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:05:30.686423] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.4s/test | Remaining: 1917 tests
[2025-10-14T23:05:30.686459] [INFO ] [CONFIGURE ] BBUC: Testing feature 6/29: add_failed_moves
[2025-10-14T23:05:30.686490] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_failed_moves']
[2025-10-14T23:05:30.825091] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:30.964801] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:31.123497] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:31.262543] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:31.406185] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:31.553280] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:31.699193] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:31.840276] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:31.984553] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:32.127474] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:32.127660] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:05:32.127723] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.4s/test | Remaining: 1916 tests
[2025-10-14T23:05:32.127761] [INFO ] [CONFIGURE ] BBUC: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:05:32.127793] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:05:32.255611] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:32.385807] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:32.519072] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:32.648996] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:32.780639] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:32.915049] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:33.053479] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:33.202025] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:33.343571] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:33.492451] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:33.492613] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:05:33.492687] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.4s/test | Remaining: 1915 tests
[2025-10-14T23:05:33.492739] [INFO ] [CONFIGURE ] BBUC: Testing feature 8/29: add_macd
[2025-10-14T23:05:33.492773] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:05:33.659276] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:33.826333] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:33.997637] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:34.164862] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:34.339669] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:34.517026] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:34.687193] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:34.862348] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:35.034357] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:35.204498] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:35.204726] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:05:35.204790] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.4s/test | Remaining: 1914 tests
[2025-10-14T23:05:35.204830] [INFO ] [CONFIGURE ] BBUC: Testing feature 9/29: add_mfi
[2025-10-14T23:05:35.204865] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_mfi']
[2025-10-14T23:05:35.351779] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:35.498796] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:35.646996] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:35.801358] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:35.951558] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:36.102842] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:36.253167] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:36.404179] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:36.556092] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:36.712099] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:36.712291] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:05:36.712337] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.4s/test | Remaining: 1913 tests
[2025-10-14T23:05:36.712373] [INFO ] [CONFIGURE ] BBUC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:05:36.712404] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:05:36.871593] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:37.031072] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:05:37.195049] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:05:37.363411] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:37.556476] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:37.734136] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:37.894121] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:05:38.055330] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:38.217137] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:38.382154] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:38.382340] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:05:38.382391] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.4s/test | Remaining: 1912 tests
[2025-10-14T23:05:38.382427] [INFO ] [CONFIGURE ] BBUC: Testing feature 11/29: add_obv_daily
[2025-10-14T23:05:38.382458] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-14T23:05:38.521159] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:38.659199] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:38.798716] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:38.940180] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:39.086588] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:39.228924] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:39.373510] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:39.516851] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:39.669365] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:39.825635] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:39.825832] [INFO ] [CONFIGURE ] BBUC: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:05:39.825879] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1911 tests
[2025-10-14T23:05:39.825914] [INFO ] [CONFIGURE ] BBUC: Testing feature 12/29: add_obv_interval
[2025-10-14T23:05:39.825946] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:05:39.967879] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:40.110476] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:40.253443] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:40.397829] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:40.560768] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:40.710559] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:40.860866] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:41.012014] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:41.164883] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:41.319852] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:41.320027] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:05:41.320072] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1910 tests
[2025-10-14T23:05:41.320107] [INFO ] [CONFIGURE ] BBUC: Testing feature 13/29: add_opening_strength
[2025-10-14T23:05:41.320141] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:05:41.485611] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:41.641414] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:41.800728] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:41.965047] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:42.130795] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:42.293953] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:42.460334] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:42.641800] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:42.801958] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:42.961877] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:05:42.962058] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:05:42.962103] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1909 tests
[2025-10-14T23:05:42.962136] [INFO ] [CONFIGURE ] BBUC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:05:42.962167] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:05:43.131190] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:43.295930] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:43.461667] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:43.626119] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:43.789563] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:43.950902] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:44.111907] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:44.273299] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:05:44.443611] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:44.607029] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:44.607185] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:05:44.607251] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1908 tests
[2025-10-14T23:05:44.607304] [INFO ] [CONFIGURE ] BBUC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:05:44.607361] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:05:44.747459] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:44.887852] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:45.029735] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:45.171441] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:45.321096] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:45.472954] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:45.619381] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:05:45.765026] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:45.915760] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:05:46.063990] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:46.064154] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:05:46.064199] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1907 tests
[2025-10-14T23:05:46.064234] [INFO ] [CONFIGURE ] BBUC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:05:46.064266] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:05:46.221845] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:46.374530] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:46.523899] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:46.675871] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:46.831546] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:46.991422] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:47.167483] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:47.335769] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:47.515876] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:47.690761] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:47.690962] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:05:47.691059] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.4s/test | Remaining: 1906 tests
[2025-10-14T23:05:47.691115] [INFO ] [CONFIGURE ] BBUC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:05:47.691172] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:05:47.854366] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:48.038150] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:48.210890] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:48.372094] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:48.532887] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:48.697710] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:48.862930] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:49.024090] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:49.185443] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:49.344470] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:49.344616] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:05:49.344691] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1905 tests
[2025-10-14T23:05:49.344741] [INFO ] [CONFIGURE ] BBUC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:05:49.344774] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:05:49.491056] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:49.648960] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:49.794667] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:49.951562] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:50.111639] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:50.275833] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:50.432711] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:50.590899] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:50.747449] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:50.912007] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:50.912163] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:05:50.912209] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1904 tests
[2025-10-14T23:05:50.912244] [INFO ] [CONFIGURE ] BBUC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:05:50.912276] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:05:51.058414] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:51.203837] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:51.347559] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:51.493522] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:51.640557] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:51.794995] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:51.945081] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:52.096926] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:52.244926] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:52.395991] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:52.396169] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:05:52.396234] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1903 tests
[2025-10-14T23:05:52.396269] [INFO ] [CONFIGURE ] BBUC: Testing feature 20/29: add_price_rejection
[2025-10-14T23:05:52.396301] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:05:52.550398] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:52.711578] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:52.867523] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:53.026356] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:53.191188] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:53.347558] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:53.507108] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:53.669307] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:53.827366] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:53.985617] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:53.985810] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:05:53.985860] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1902 tests
[2025-10-14T23:05:53.985898] [INFO ] [CONFIGURE ] BBUC: Testing feature 21/29: add_range_position
[2025-10-14T23:05:53.985929] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:05:54.149510] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:54.314984] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:54.476999] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:54.649264] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:05:54.816268] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:54.981452] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:55.146252] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:55.311471] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:55.476622] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:55.644017] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:55.644152] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:05:55.644197] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1901 tests
[2025-10-14T23:05:55.644236] [INFO ] [CONFIGURE ] BBUC: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:05:55.644268] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:05:55.823293] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:56.003359] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:56.179848] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:56.356663] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:56.537746] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:05:56.726700] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:05:56.909500] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:57.099097] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:57.291858] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:05:57.490206] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:05:57.490378] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:05:57.490440] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.4s/test | Remaining: 1900 tests
[2025-10-14T23:05:57.490479] [INFO ] [CONFIGURE ] BBUC: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:05:57.490520] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:05:57.645800] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:57.804843] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:57.964867] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:58.127017] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:58.289315] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:05:58.450523] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:05:58.611799] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:05:58.773468] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:05:58.941004] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:05:59.108062] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:05:59.108229] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:05:59.108273] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.4s/test | Remaining: 1899 tests
[2025-10-14T23:05:59.108308] [INFO ] [CONFIGURE ] BBUC: Testing feature 24/29: add_rsi
[2025-10-14T23:05:59.108339] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_rsi']
[2025-10-14T23:05:59.265358] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:05:59.427234] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:05:59.585107] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:05:59.745978] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:05:59.930167] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:00.094384] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:00.272374] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:00.450224] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:00.610152] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:06:00.768858] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:06:00.769024] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:06:00.769068] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.4s/test | Remaining: 1898 tests
[2025-10-14T23:06:00.769146] [INFO ] [CONFIGURE ] BBUC: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:06:00.769200] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:06:00.916022] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:01.062575] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:01.210332] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:01.360374] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:01.519672] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:01.671337] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:01.826143] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:01.982528] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:02.137765] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:02.290330] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:06:02.290478] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:06:02.290522] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.4s/test | Remaining: 1897 tests
[2025-10-14T23:06:02.290556] [INFO ] [CONFIGURE ] BBUC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:06:02.290588] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:06:02.441264] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:02.590714] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:02.740783] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:02.898527] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:03.053305] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:03.209944] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:03.370761] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:03.526936] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:03.688710] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:03.844276] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:06:03.844428] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:06:03.844473] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.4s/test | Remaining: 1896 tests
[2025-10-14T23:06:03.844508] [INFO ] [CONFIGURE ] BBUC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:06:03.844541] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:06:04.015114] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:04.173413] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:04.331334] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:04.494116] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:04.656921] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:04.822330] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:04.987124] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:05.147938] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:05.313074] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:05.476147] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:06:05.476330] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:06:05.476393] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.4s/test | Remaining: 1895 tests
[2025-10-14T23:06:05.476431] [INFO ] [CONFIGURE ] BBUC: Testing feature 28/29: add_volume_profile
[2025-10-14T23:06:05.476463] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:06:05.625222] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:05.775726] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:05.924306] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:06.079475] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:06.238947] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:06.390405] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:06.542783] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:06.694679] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:06.847701] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:07.000278] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:06:07.000439] [INFO ] [CONFIGURE ] BBUC: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:06:07.000483] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.4s/test | Remaining: 1894 tests
[2025-10-14T23:06:07.000517] [INFO ] [CONFIGURE ] BBUC: Testing feature 29/29: add_vwap
[2025-10-14T23:06:07.000550] [INFO ] [CONFIGURE ] BBUC: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_vwap']
[2025-10-14T23:06:07.157839] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:07.314850] [DEBUG] [FORECASTER] BBUC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:07.471818] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:07.633903] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:07.819780] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:06:07.980314] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:08.136002] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:08.317193] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:08.481030] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:06:08.641172] [DEBUG] [FORECASTER] BBUC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:06:08.641342] [INFO ] [CONFIGURE ] BBUC: KEPT add_vwap (score: 80.00%)
[2025-10-14T23:06:08.641389] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.4s/test | Remaining: 1893 tests
[2025-10-14T23:06:08.641426] [INFO ] [CONFIGURE ] BBUC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:06:08.641476] [INFO ] [CONFIGURE ] BBUC: Best accuracy: 80.00%
[2025-10-14T23:06:08.641510] [INFO ] [CONFIGURE ] BBUC: Best feature set (4 features): ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_vwap']
[2025-10-14T23:06:08.641540] [INFO ] [CONFIGURE ] BBUC: Improvement over baseline: 50.00%
[2025-10-14T23:06:08.641569] [INFO ] [CONFIGURE ] BBUC: Total time: 44.7 seconds
[2025-10-14T23:06:08.641597] [INFO ] [CONFIGURE ] BBUC: Average time per feature: 1.5 seconds
[2025-10-14T23:06:08.641627] [INFO ] [CONFIGURE ] BBUC: Average speed: 0.65 features/sec
[2025-10-14T23:06:08.642143] [INFO ] [LOCAL     ] Saved configuration for BBUC: 4 features, 80.00% accuracy -> ./output/feature-sets/BBUC.json
[2025-10-14T23:06:08.642213] [INFO ] [CONFIGURE ] BBUC: Configuration saved successfully: 4 features, 80.00% accuracy.
[2025-10-14T23:06:08.642306] [INFO ] [sig       ] [31/96] Successfully configured BBUC | 0.02 sym/s | Total: 21.8m | ETA: 45.6m
[2025-10-14T23:06:08.642378] [INFO ] [sig       ] [32/96] Configuring BCC...
[2025-10-14T23:06:08.642419] [INFO ] [CONFIGURE ] BCC: Configurate test run.
[2025-10-14T23:06:08.642451] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCC' from 'https://tdm.silogroup.org/data/derivative_storage/BCC.csv'.
[2025-10-14T23:06:08.654057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCC'.
[2025-10-14T23:06:08.654440] [INFO ] [CONFIGURE ] BCC: Testing with 29 available features
[2025-10-14T23:06:08.654496] [INFO ] [CONFIGURE ] BCC: Establishing baseline with no features...
[2025-10-14T23:06:08.754394] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:08.854310] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:08.953262] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:09.053402] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:09.153320] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:09.256789] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:09.364149] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:09.471363] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:09.573553] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:09.675818] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:09.676003] [INFO ] [CONFIGURE ] BCC: Baseline score (no features): 60.00%
[2025-10-14T23:06:09.676053] [INFO ] [CONFIGURE ] BCC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:06:09.676086] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:06:09.787077] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:09.898520] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:10.009957] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:10.122941] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:10.246173] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:10.376753] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:10.528217] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:10.671615] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:10.887806] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:11.064940] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:11.065231] [INFO ] [CONFIGURE ] BCC: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:06:11.065310] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.4s/test | Remaining: 1892 tests
[2025-10-14T23:06:11.065372] [INFO ] [CONFIGURE ] BCC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:06:11.065423] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:06:11.216423] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:11.364464] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:11.500356] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:11.638201] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:11.764084] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:11.887512] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:12.015778] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:12.155762] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:12.318584] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:06:12.444247] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:12.444395] [INFO ] [CONFIGURE ] BCC: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:06:12.444439] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.4s/test | Remaining: 1891 tests
[2025-10-14T23:06:12.444474] [INFO ] [CONFIGURE ] BCC: Testing feature 3/29: add_daily_returns
[2025-10-14T23:06:12.444505] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_daily_returns']
[2025-10-14T23:06:12.555418] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:12.664176] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:12.838552] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:12.945015] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:13.051492] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:13.157024] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:13.267385] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:13.375565] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:13.488572] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:13.596602] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:13.596770] [INFO ] [CONFIGURE ] BCC: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:06:13.596820] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.4s/test | Remaining: 1890 tests
[2025-10-14T23:06:13.596854] [INFO ] [CONFIGURE ] BCC: Testing feature 4/29: add_ema
[2025-10-14T23:06:13.596885] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_ema']
[2025-10-14T23:06:13.714828] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:13.859271] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:13.977622] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:14.099582] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:14.221819] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:14.349287] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:14.474000] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:14.599408] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:14.722319] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:14.846629] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:14.846795] [INFO ] [CONFIGURE ] BCC: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:06:14.846844] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.4s/test | Remaining: 1889 tests
[2025-10-14T23:06:14.846878] [INFO ] [CONFIGURE ] BCC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:06:14.846909] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:06:14.972186] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:15.100689] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:15.227760] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:15.356855] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:15.487699] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:15.619734] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:06:15.750330] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:15.882400] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:16.013584] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:06:16.149285] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:16.149496] [INFO ] [CONFIGURE ] BCC: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T23:06:16.149554] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.4s/test | Remaining: 1888 tests
[2025-10-14T23:06:16.149590] [INFO ] [CONFIGURE ] BCC: Testing feature 6/29: add_failed_moves
[2025-10-14T23:06:16.149621] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_failed_moves']
[2025-10-14T23:06:16.257221] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:16.364945] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:16.478771] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:16.599867] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:16.716511] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:16.834237] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:16.952835] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:17.075990] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:17.197723] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:17.321861] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:17.322022] [INFO ] [CONFIGURE ] BCC: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:06:17.322065] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.4s/test | Remaining: 1887 tests
[2025-10-14T23:06:17.322100] [INFO ] [CONFIGURE ] BCC: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:06:17.322134] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_lag_shelf']
[2025-10-14T23:06:17.425107] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:17.531777] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:17.640519] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:17.744721] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:17.850290] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:17.956349] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:18.064900] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:18.172863] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:18.297503] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:18.401955] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:18.402121] [INFO ] [CONFIGURE ] BCC: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:06:18.402166] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.4s/test | Remaining: 1886 tests
[2025-10-14T23:06:18.402200] [INFO ] [CONFIGURE ] BCC: Testing feature 8/29: add_macd
[2025-10-14T23:06:18.402232] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:06:18.538741] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:18.676201] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:18.818477] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:18.965399] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:19.113243] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:06:19.252843] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:06:19.393080] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:19.538408] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:19.702199] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:19.889459] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:19.889710] [INFO ] [CONFIGURE ] BCC: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:06:19.889788] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.4s/test | Remaining: 1885 tests
[2025-10-14T23:06:19.889845] [INFO ] [CONFIGURE ] BCC: Testing feature 9/29: add_mfi
[2025-10-14T23:06:19.889905] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_mfi']
[2025-10-14T23:06:20.020600] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:20.137258] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:20.258896] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:20.378334] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:20.496968] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:20.615053] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:20.732850] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:20.859007] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:20.982271] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:21.109228] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:21.109456] [INFO ] [CONFIGURE ] BCC: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:06:21.109513] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.4s/test | Remaining: 1884 tests
[2025-10-14T23:06:21.109551] [INFO ] [CONFIGURE ] BCC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:06:21.109583] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:06:21.246463] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:21.379764] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:21.509763] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:21.641932] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:21.774319] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:21.910475] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:22.042565] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:22.174802] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:22.306807] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:22.439481] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:06:22.439593] [INFO ] [CONFIGURE ] BCC: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:06:22.439639] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.4s/test | Remaining: 1883 tests
[2025-10-14T23:06:22.439724] [INFO ] [CONFIGURE ] BCC: Testing feature 11/29: add_obv_daily
[2025-10-14T23:06:22.439761] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily']
[2025-10-14T23:06:22.547174] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:22.659330] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:22.766570] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:22.881318] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:22.990483] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:23.099281] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:23.209427] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:23.320440] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:23.435035] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:23.546512] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:23.546663] [INFO ] [CONFIGURE ] BCC: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:06:23.546728] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.4s/test | Remaining: 1882 tests
[2025-10-14T23:06:23.546768] [INFO ] [CONFIGURE ] BCC: Testing feature 12/29: add_obv_interval
[2025-10-14T23:06:23.546801] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-14T23:06:23.668625] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:23.785159] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:23.911309] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:24.028810] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:24.145415] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:24.267387] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:24.386182] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:24.512355] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:24.637419] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:24.757033] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:24.757174] [INFO ] [CONFIGURE ] BCC: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:06:24.757219] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.4s/test | Remaining: 1881 tests
[2025-10-14T23:06:24.757254] [INFO ] [CONFIGURE ] BCC: Testing feature 13/29: add_opening_strength
[2025-10-14T23:06:24.757285] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:06:24.883021] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:25.013234] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:25.140551] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:25.272050] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:25.399635] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:25.532522] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:06:25.675060] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:25.807099] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:06:25.961501] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:26.099302] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:26.099479] [INFO ] [CONFIGURE ] BCC: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:06:26.099524] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.4s/test | Remaining: 1880 tests
[2025-10-14T23:06:26.099559] [INFO ] [CONFIGURE ] BCC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:06:26.099590] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:06:26.228061] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:26.356194] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:26.487072] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:26.617836] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:26.748781] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:26.885051] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:27.016902] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:27.156099] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:27.299143] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:06:27.439776] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:27.439940] [INFO ] [CONFIGURE ] BCC: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:06:27.439984] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.4s/test | Remaining: 1879 tests
[2025-10-14T23:06:27.440110] [INFO ] [CONFIGURE ] BCC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:06:27.440152] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:06:27.557423] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:27.680498] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:27.797955] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:27.917990] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:28.039367] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:28.161214] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:28.282089] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:06:28.405168] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:28.532191] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:28.657381] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:28.657526] [INFO ] [CONFIGURE ] BCC: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:06:28.657570] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.4s/test | Remaining: 1878 tests
[2025-10-14T23:06:28.657606] [INFO ] [CONFIGURE ] BCC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:06:28.657636] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:06:28.792304] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:28.917956] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:29.044405] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:29.170966] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:29.305099] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:29.433535] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:29.564861] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:29.696980] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:29.827700] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:29.964014] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:29.964187] [INFO ] [CONFIGURE ] BCC: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:06:29.964232] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.4s/test | Remaining: 1877 tests
[2025-10-14T23:06:29.964267] [INFO ] [CONFIGURE ] BCC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:06:29.964297] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:06:30.102296] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:30.231991] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:30.363728] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:30.494949] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:30.626520] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:30.757572] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:30.903811] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:31.041844] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:31.179004] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:31.314382] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:31.314571] [INFO ] [CONFIGURE ] BCC: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:06:31.314619] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.4s/test | Remaining: 1876 tests
[2025-10-14T23:06:31.314691] [INFO ] [CONFIGURE ] BCC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:06:31.314742] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:06:31.433664] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:31.555242] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:31.689339] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:31.814270] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:31.940580] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:32.067735] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:32.193284] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:32.320416] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:32.451721] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:32.577389] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:32.577557] [INFO ] [CONFIGURE ] BCC: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:06:32.577599] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.4s/test | Remaining: 1875 tests
[2025-10-14T23:06:32.577633] [INFO ] [CONFIGURE ] BCC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:06:32.577705] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:06:32.699910] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:32.818811] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:32.955115] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:33.077605] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:33.205251] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:33.323753] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:33.448595] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:33.575119] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:33.704287] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:33.830360] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:33.830566] [INFO ] [CONFIGURE ] BCC: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:06:33.830614] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.4s/test | Remaining: 1874 tests
[2025-10-14T23:06:33.830679] [INFO ] [CONFIGURE ] BCC: Testing feature 20/29: add_price_rejection
[2025-10-14T23:06:33.830731] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-14T23:06:33.960333] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:34.099042] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:34.228778] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:34.360091] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:34.494369] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:34.633004] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:34.774967] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:34.922137] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:35.095150] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:35.229741] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:35.229925] [INFO ] [CONFIGURE ] BCC: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:06:35.229988] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.4s/test | Remaining: 1873 tests
[2025-10-14T23:06:35.230027] [INFO ] [CONFIGURE ] BCC: Testing feature 21/29: add_range_position
[2025-10-14T23:06:35.230059] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-14T23:06:35.368598] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:35.505920] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:35.651296] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:35.790357] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:35.928982] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:36.067330] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:36.207101] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:36.354632] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:36.509714] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:36.651558] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:36.651745] [INFO ] [CONFIGURE ] BCC: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:06:36.651800] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.4s/test | Remaining: 1872 tests
[2025-10-14T23:06:36.651836] [INFO ] [CONFIGURE ] BCC: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:06:36.651866] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:06:36.811084] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:36.968451] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:37.131898] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:37.298367] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:37.452623] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:37.606295] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:37.763192] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:37.917235] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:38.083888] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:38.240506] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:38.240631] [INFO ] [CONFIGURE ] BCC: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:06:38.240709] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.4s/test | Remaining: 1871 tests
[2025-10-14T23:06:38.240754] [INFO ] [CONFIGURE ] BCC: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:06:38.240786] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:06:38.365523] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:38.491468] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:38.618200] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:38.747481] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:38.882795] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:39.009859] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:39.141490] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:39.274377] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:39.404108] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:39.540005] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:39.540146] [INFO ] [CONFIGURE ] BCC: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:06:39.540190] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.4s/test | Remaining: 1870 tests
[2025-10-14T23:06:39.540225] [INFO ] [CONFIGURE ] BCC: Testing feature 24/29: add_rsi
[2025-10-14T23:06:39.540257] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:06:39.685747] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:39.823387] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:39.962451] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:40.108260] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:40.254713] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:40.400133] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:40.543702] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:40.691318] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:40.837797] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:40.984900] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:40.985094] [INFO ] [CONFIGURE ] BCC: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:06:40.985159] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.4s/test | Remaining: 1869 tests
[2025-10-14T23:06:40.985198] [INFO ] [CONFIGURE ] BCC: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:06:40.985230] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:06:41.118683] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:41.238168] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:41.358323] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:41.488388] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:41.611838] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:41.735821] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:41.877189] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:42.004455] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:42.129582] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:42.264625] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:42.264832] [INFO ] [CONFIGURE ] BCC: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:06:42.264918] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.4s/test | Remaining: 1868 tests
[2025-10-14T23:06:42.264979] [INFO ] [CONFIGURE ] BCC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:06:42.265017] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:06:42.393995] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:42.525516] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:42.660213] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:42.791017] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:42.919999] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:43.057199] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:43.189213] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:43.322115] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:43.461797] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:43.598504] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:43.598683] [INFO ] [CONFIGURE ] BCC: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:06:43.598762] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.4s/test | Remaining: 1867 tests
[2025-10-14T23:06:43.598822] [INFO ] [CONFIGURE ] BCC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:06:43.598859] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:06:43.740410] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:06:43.888925] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:44.047335] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:44.225599] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:44.368822] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:44.511979] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:44.649762] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:44.824484] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:44.976014] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:45.120073] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:45.120249] [INFO ] [CONFIGURE ] BCC: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:06:45.120312] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.4s/test | Remaining: 1866 tests
[2025-10-14T23:06:45.120371] [INFO ] [CONFIGURE ] BCC: Testing feature 28/29: add_volume_profile
[2025-10-14T23:06:45.120404] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-14T23:06:45.248336] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:45.374637] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:06:45.503985] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:45.632146] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:45.761422] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:45.895577] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:06:46.023324] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:46.152198] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:46.285108] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:46.415458] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:46.415602] [INFO ] [CONFIGURE ] BCC: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:06:46.415669] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.4s/test | Remaining: 1865 tests
[2025-10-14T23:06:46.415728] [INFO ] [CONFIGURE ] BCC: Testing feature 29/29: add_vwap
[2025-10-14T23:06:46.415762] [INFO ] [CONFIGURE ] BCC: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-14T23:06:46.544861] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:06:46.680026] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:06:46.810171] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:46.941600] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:47.073240] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:06:47.242025] [DEBUG] [FORECASTER] BCC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:06:47.380416] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:06:47.516577] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:06:47.669086] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:06:47.819744] [DEBUG] [FORECASTER] BCC: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:47.819908] [INFO ] [CONFIGURE ] BCC: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:06:47.819956] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.4s/test | Remaining: 1864 tests
[2025-10-14T23:06:47.820021] [INFO ] [CONFIGURE ] BCC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:06:47.820068] [INFO ] [CONFIGURE ] BCC: Best accuracy: 70.00%
[2025-10-14T23:06:47.820101] [INFO ] [CONFIGURE ] BCC: Best feature set (1 features): ['add_obv_daily']
[2025-10-14T23:06:47.820130] [INFO ] [CONFIGURE ] BCC: Improvement over baseline: 10.00%
[2025-10-14T23:06:47.820158] [INFO ] [CONFIGURE ] BCC: Total time: 38.1 seconds
[2025-10-14T23:06:47.820186] [INFO ] [CONFIGURE ] BCC: Average time per feature: 1.3 seconds
[2025-10-14T23:06:47.820215] [INFO ] [CONFIGURE ] BCC: Average speed: 0.76 features/sec
[2025-10-14T23:06:47.820823] [INFO ] [LOCAL     ] Saved configuration for BCC: 1 features, 70.00% accuracy -> ./output/feature-sets/BCC.json
[2025-10-14T23:06:47.820905] [INFO ] [CONFIGURE ] BCC: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:06:47.821015] [INFO ] [sig       ] [32/96] Successfully configured BCC | 0.02 sym/s | Total: 22.4m | ETA: 44.8m
[2025-10-14T23:06:47.821098] [INFO ] [sig       ] [33/96] Configuring BCE...
[2025-10-14T23:06:47.821158] [INFO ] [CONFIGURE ] BCE: Configurate test run.
[2025-10-14T23:06:47.821220] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCE' from 'https://tdm.silogroup.org/data/derivative_storage/BCE.csv'.
[2025-10-14T23:06:47.835347] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCE'.
[2025-10-14T23:06:47.835749] [INFO ] [CONFIGURE ] BCE: Testing with 29 available features
[2025-10-14T23:06:47.835807] [INFO ] [CONFIGURE ] BCE: Establishing baseline with no features...
[2025-10-14T23:06:47.954509] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:06:48.066966] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:06:48.174310] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.282368] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:48.391046] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.508745] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.625534] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.741870] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.855027] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:48.970900] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:06:48.971103] [INFO ] [CONFIGURE ] BCE: Baseline score (no features): 10.00%
[2025-10-14T23:06:48.971154] [INFO ] [CONFIGURE ] BCE: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:06:48.971190] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:06:49.096842] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:06:49.224337] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:49.348194] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:06:49.474325] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:06:49.598958] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:49.730462] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:06:49.861177] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:06:49.993331] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:50.127594] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:50.289970] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:50.290112] [INFO ] [CONFIGURE ] BCE: KEPT add_bollinger_bands (score: 30.00%)
[2025-10-14T23:06:50.290156] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.4s/test | Remaining: 1863 tests
[2025-10-14T23:06:50.290190] [INFO ] [CONFIGURE ] BCE: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:06:50.290221] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:06:50.428484] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:50.568940] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:50.708702] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:50.850873] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:50.990662] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:51.134043] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:51.277985] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:51.420916] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:06:51.565291] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:51.714717] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:51.714868] [INFO ] [CONFIGURE ] BCE: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T23:06:51.714912] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.4s/test | Remaining: 1862 tests
[2025-10-14T23:06:51.714946] [INFO ] [CONFIGURE ] BCE: Testing feature 3/29: add_daily_returns
[2025-10-14T23:06:51.714976] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:06:51.860496] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:52.000136] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:52.143546] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:52.293983] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:52.447932] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:52.597508] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:52.748699] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:52.898213] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:53.050338] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:53.203519] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:06:53.203706] [INFO ] [CONFIGURE ] BCE: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:06:53.203767] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.4s/test | Remaining: 1861 tests
[2025-10-14T23:06:53.203807] [INFO ] [CONFIGURE ] BCE: Testing feature 4/29: add_ema
[2025-10-14T23:06:53.203841] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:06:53.366408] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:53.530746] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:53.691755] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:53.853060] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:54.028084] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:54.205272] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:06:54.369066] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:06:54.533239] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:54.701438] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:54.874060] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:54.874255] [INFO ] [CONFIGURE ] BCE: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:06:54.874303] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1860 tests
[2025-10-14T23:06:54.874366] [INFO ] [CONFIGURE ] BCE: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:06:54.874403] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:06:55.042638] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:55.210949] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:55.378508] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:55.545474] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:55.718939] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:55.899400] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:06:56.081636] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:06:56.258381] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:56.453506] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:06:56.624142] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:06:56.624278] [INFO ] [CONFIGURE ] BCE: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:06:56.624322] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1859 tests
[2025-10-14T23:06:56.624357] [INFO ] [CONFIGURE ] BCE: Testing feature 6/29: add_failed_moves
[2025-10-14T23:06:56.624389] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:06:56.807091] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:56.954722] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:57.102741] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:57.250116] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:57.398862] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:57.548515] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:57.703591] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:06:57.847668] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:06:57.994558] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:58.146199] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:58.146382] [INFO ] [CONFIGURE ] BCE: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:06:58.146426] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1858 tests
[2025-10-14T23:06:58.146461] [INFO ] [CONFIGURE ] BCE: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:06:58.146491] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:06:58.293635] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:58.435172] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:06:58.578241] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:06:58.725430] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:06:58.871219] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:06:59.016016] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:06:59.165188] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:06:59.314680] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:06:59.463364] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:06:59.611835] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:06:59.611995] [INFO ] [CONFIGURE ] BCE: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:06:59.612040] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1857 tests
[2025-10-14T23:06:59.612075] [INFO ] [CONFIGURE ] BCE: Testing feature 8/29: add_macd
[2025-10-14T23:06:59.612108] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:06:59.790511] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:06:59.969209] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:00.148773] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:00.329189] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:00.521157] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:00.705368] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:07:00.892449] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:01.073117] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:01.256829] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:01.439853] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:01.440042] [INFO ] [CONFIGURE ] BCE: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:07:01.440087] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1856 tests
[2025-10-14T23:07:01.440125] [INFO ] [CONFIGURE ] BCE: Testing feature 9/29: add_mfi
[2025-10-14T23:07:01.440160] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-14T23:07:01.599235] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:01.761340] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:01.918704] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:02.076634] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:02.234487] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:02.423905] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:02.578556] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:07:02.740751] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:02.903661] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:03.066252] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:03.066430] [INFO ] [CONFIGURE ] BCE: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:07:03.066474] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1855 tests
[2025-10-14T23:07:03.066509] [INFO ] [CONFIGURE ] BCE: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:07:03.066541] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:07:03.240518] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:03.419897] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:03.613386] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:03.830004] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:04.037184] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:04.360280] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:04.582151] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:04.763449] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:04.935770] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:05.107767] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:05.107941] [INFO ] [CONFIGURE ] BCE: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:07:05.108011] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.4s/test | Remaining: 1854 tests
[2025-10-14T23:07:05.108050] [INFO ] [CONFIGURE ] BCE: Testing feature 11/29: add_obv_daily
[2025-10-14T23:07:05.108084] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:07:05.249625] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:05.392310] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:05.539044] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:05.686836] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:05.833371] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:05.985620] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:06.135250] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:06.292186] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:06.438006] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:06.585251] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:06.585457] [INFO ] [CONFIGURE ] BCE: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:07:06.585506] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.4s/test | Remaining: 1853 tests
[2025-10-14T23:07:06.585541] [INFO ] [CONFIGURE ] BCE: Testing feature 12/29: add_obv_interval
[2025-10-14T23:07:06.585574] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:07:06.727808] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:06.878731] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:07.028541] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:07.181254] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:07.336762] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:07.491848] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:07.646547] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:07.799849] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:07.955394] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:08.112863] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:08.113042] [INFO ] [CONFIGURE ] BCE: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:07:08.113091] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.4s/test | Remaining: 1852 tests
[2025-10-14T23:07:08.113129] [INFO ] [CONFIGURE ] BCE: Testing feature 13/29: add_opening_strength
[2025-10-14T23:07:08.113163] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:07:08.275731] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:08.446888] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:08.607792] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:08.761153] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:08.913929] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:09.066856] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:09.221473] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:09.382247] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:09.543255] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:09.707709] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:09.707866] [INFO ] [CONFIGURE ] BCE: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:07:09.707910] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.4s/test | Remaining: 1851 tests
[2025-10-14T23:07:09.707984] [INFO ] [CONFIGURE ] BCE: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:07:09.708024] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:07:09.860492] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:10.012695] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:10.166780] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:10.322029] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:10.478813] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:10.636749] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:10.794175] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:10.953048] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:11.120848] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:11.287064] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:11.287228] [INFO ] [CONFIGURE ] BCE: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:07:11.287273] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.4s/test | Remaining: 1850 tests
[2025-10-14T23:07:11.287307] [INFO ] [CONFIGURE ] BCE: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:07:11.287339] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:07:11.433389] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:11.570773] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:11.714288] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:11.863888] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:12.004895] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:12.154898] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:12.307233] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:12.458812] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:12.606492] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:12.756115] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:12.756274] [INFO ] [CONFIGURE ] BCE: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:07:12.756318] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.4s/test | Remaining: 1849 tests
[2025-10-14T23:07:12.756352] [INFO ] [CONFIGURE ] BCE: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:07:12.756383] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:07:12.904908] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:13.057259] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:13.230595] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:13.391238] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:13.546432] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:13.696768] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:07:13.848125] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:14.004851] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:14.165439] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:14.325132] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:14.325297] [INFO ] [CONFIGURE ] BCE: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-14T23:07:14.325342] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.4s/test | Remaining: 1848 tests
[2025-10-14T23:07:14.325378] [INFO ] [CONFIGURE ] BCE: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:07:14.325409] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:07:14.483348] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:14.637317] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:14.790341] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:14.951962] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:15.111206] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:15.271283] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:15.431248] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:15.588699] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:15.748572] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:15.913190] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:15.913468] [INFO ] [CONFIGURE ] BCE: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:07:15.913518] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.4s/test | Remaining: 1847 tests
[2025-10-14T23:07:15.913554] [INFO ] [CONFIGURE ] BCE: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:07:15.913586] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:07:16.062313] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:16.208115] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:16.355080] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:16.511848] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:16.663269] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:16.820407] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:16.990887] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:17.150145] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:17.308620] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:17.454606] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:17.454785] [INFO ] [CONFIGURE ] BCE: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:07:17.454833] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.4s/test | Remaining: 1846 tests
[2025-10-14T23:07:17.454870] [INFO ] [CONFIGURE ] BCE: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:07:17.454901] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:07:17.601932] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:17.742026] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:17.893186] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:18.043387] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:18.189864] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:18.331974] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:18.481355] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:07:18.626551] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:18.775405] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:18.924814] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:18.925002] [INFO ] [CONFIGURE ] BCE: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:07:18.925047] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.4s/test | Remaining: 1845 tests
[2025-10-14T23:07:18.925081] [INFO ] [CONFIGURE ] BCE: Testing feature 20/29: add_price_rejection
[2025-10-14T23:07:18.925112] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:07:19.072718] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:19.220395] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:19.373109] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:19.522361] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:19.673551] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:19.825180] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:19.978424] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:20.132354] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:20.286042] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:20.438335] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:20.438497] [INFO ] [CONFIGURE ] BCE: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T23:07:20.438540] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.4s/test | Remaining: 1844 tests
[2025-10-14T23:07:20.438575] [INFO ] [CONFIGURE ] BCE: Testing feature 21/29: add_range_position
[2025-10-14T23:07:20.438606] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-14T23:07:20.620462] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:20.772443] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:20.931123] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:21.094095] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:21.252736] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:21.411291] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:21.572724] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:21.733009] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:21.894369] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:22.068015] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:22.068194] [INFO ] [CONFIGURE ] BCE: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:07:22.068241] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1843 tests
[2025-10-14T23:07:22.068276] [INFO ] [CONFIGURE ] BCE: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:07:22.068307] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:07:22.253523] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:22.436437] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:22.621743] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:22.804582] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:22.988012] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:23.183313] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:07:23.369109] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:23.555065] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:23.747761] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:23.939497] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:23.939770] [INFO ] [CONFIGURE ] BCE: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-14T23:07:23.939835] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1842 tests
[2025-10-14T23:07:23.939895] [INFO ] [CONFIGURE ] BCE: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:07:23.939952] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T23:07:24.092301] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:24.255457] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:24.407088] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:24.559580] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:24.715025] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:24.870077] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:25.024464] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:25.179628] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:25.338049] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:25.495862] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:25.496013] [INFO ] [CONFIGURE ] BCE: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:07:25.496056] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1841 tests
[2025-10-14T23:07:25.496094] [INFO ] [CONFIGURE ] BCE: Testing feature 24/29: add_rsi
[2025-10-14T23:07:25.496126] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T23:07:25.660344] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:25.832002] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:26.002721] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:26.177436] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:26.357612] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:26.527774] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:26.700622] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:26.873975] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:27.048061] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:27.220668] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:27.220842] [INFO ] [CONFIGURE ] BCE: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:07:27.220904] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1840 tests
[2025-10-14T23:07:27.220954] [INFO ] [CONFIGURE ] BCE: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:07:27.221011] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T23:07:27.377185] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:27.523483] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:27.670104] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:27.817876] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:27.966605] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:28.115815] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:28.263106] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:28.409145] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:28.558882] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:28.712747] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:28.712876] [INFO ] [CONFIGURE ] BCE: DISCARDED add_tick_distribution (score: 30.00%)
[2025-10-14T23:07:28.712921] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1839 tests
[2025-10-14T23:07:28.712956] [INFO ] [CONFIGURE ] BCE: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:07:28.712986] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T23:07:28.858355] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:29.012208] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:29.162458] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:29.320076] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:29.470259] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:29.624156] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:29.778391] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:29.932959] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:30.088540] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:30.243263] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:30.243386] [INFO ] [CONFIGURE ] BCE: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T23:07:30.243430] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.4s/test | Remaining: 1838 tests
[2025-10-14T23:07:30.243464] [INFO ] [CONFIGURE ] BCE: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:07:30.243494] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T23:07:30.401518] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:30.566081] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:30.727127] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:30.885695] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:31.043720] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:31.200358] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:31.363498] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:31.527572] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:31.702832] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:31.888983] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:31.889101] [INFO ] [CONFIGURE ] BCE: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T23:07:31.889170] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.4s/test | Remaining: 1837 tests
[2025-10-14T23:07:31.889207] [INFO ] [CONFIGURE ] BCE: Testing feature 28/29: add_volume_profile
[2025-10-14T23:07:31.889238] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-14T23:07:32.041490] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:32.184764] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:32.333259] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:32.493508] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:32.649310] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:32.802675] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:32.958359] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:33.115430] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:07:33.271374] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:07:33.426881] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:33.427039] [INFO ] [CONFIGURE ] BCE: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:07:33.427084] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.4s/test | Remaining: 1836 tests
[2025-10-14T23:07:33.427119] [INFO ] [CONFIGURE ] BCE: Testing feature 29/29: add_vwap
[2025-10-14T23:07:33.427151] [INFO ] [CONFIGURE ] BCE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-14T23:07:33.584823] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:07:33.737799] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:33.892181] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:34.045680] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:34.201193] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:34.357335] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:07:34.514304] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:07:34.671215] [DEBUG] [FORECASTER] BCE: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:07:34.828114] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:07:34.989279] [DEBUG] [FORECASTER] BCE: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:07:34.989415] [INFO ] [CONFIGURE ] BCE: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:07:34.989470] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.4s/test | Remaining: 1835 tests
[2025-10-14T23:07:34.989512] [INFO ] [CONFIGURE ] BCE: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:07:34.989543] [INFO ] [CONFIGURE ] BCE: Best accuracy: 70.00%
[2025-10-14T23:07:34.989574] [INFO ] [CONFIGURE ] BCE: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:07:34.989603] [INFO ] [CONFIGURE ] BCE: Improvement over baseline: 60.00%
[2025-10-14T23:07:34.989630] [INFO ] [CONFIGURE ] BCE: Total time: 46.0 seconds
[2025-10-14T23:07:34.989697] [INFO ] [CONFIGURE ] BCE: Average time per feature: 1.6 seconds
[2025-10-14T23:07:34.989741] [INFO ] [CONFIGURE ] BCE: Average speed: 0.63 features/sec
[2025-10-14T23:07:34.990225] [INFO ] [LOCAL     ] Saved configuration for BCE: 2 features, 70.00% accuracy -> ./output/feature-sets/BCE.json
[2025-10-14T23:07:34.990301] [INFO ] [CONFIGURE ] BCE: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:07:34.990408] [INFO ] [sig       ] [33/96] Successfully configured BCE | 0.02 sym/s | Total: 23.2m | ETA: 44.3m
[2025-10-14T23:07:34.990489] [INFO ] [sig       ] [34/96] Configuring BCX...
[2025-10-14T23:07:34.990530] [INFO ] [CONFIGURE ] BCX: Configurate test run.
[2025-10-14T23:07:34.990561] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCX' from 'https://tdm.silogroup.org/data/derivative_storage/BCX.csv'.
[2025-10-14T23:07:35.002104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCX'.
[2025-10-14T23:07:35.002404] [INFO ] [CONFIGURE ] BCX: Testing with 29 available features
[2025-10-14T23:07:35.002459] [INFO ] [CONFIGURE ] BCX: Establishing baseline with no features...
[2025-10-14T23:07:35.113759] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:35.219978] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:35.326212] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:35.433403] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:35.542018] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:35.652151] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:35.761746] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:35.871708] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:35.982426] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:36.093368] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:36.093464] [INFO ] [CONFIGURE ] BCX: Baseline score (no features): 70.00%
[2025-10-14T23:07:36.093507] [INFO ] [CONFIGURE ] BCX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:07:36.093539] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:07:36.213020] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:36.332453] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:36.452905] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:36.576210] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:36.709199] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:36.832449] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:07:36.957475] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:37.086252] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:37.211446] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:37.336694] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:37.336830] [INFO ] [CONFIGURE ] BCX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:07:37.336892] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.4s/test | Remaining: 1834 tests
[2025-10-14T23:07:37.336929] [INFO ] [CONFIGURE ] BCX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:07:37.336959] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:07:37.462564] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:37.587792] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:37.719808] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:37.845026] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:37.970361] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:38.100863] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:07:38.232127] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:38.360163] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:38.529593] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:38.658760] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:38.658871] [INFO ] [CONFIGURE ] BCX: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:07:38.658914] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.4s/test | Remaining: 1833 tests
[2025-10-14T23:07:38.658948] [INFO ] [CONFIGURE ] BCX: Testing feature 3/29: add_daily_returns
[2025-10-14T23:07:38.658977] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_daily_returns']
[2025-10-14T23:07:38.777998] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:38.891469] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:39.001755] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:39.114338] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:39.225716] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:39.337042] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:39.448521] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:39.561790] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:39.684157] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:39.801337] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:39.801478] [INFO ] [CONFIGURE ] BCX: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:07:39.801527] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.4s/test | Remaining: 1832 tests
[2025-10-14T23:07:39.801563] [INFO ] [CONFIGURE ] BCX: Testing feature 4/29: add_ema
[2025-10-14T23:07:39.801593] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_ema']
[2025-10-14T23:07:39.933139] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:40.056434] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:40.180766] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:40.306418] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:40.428264] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:40.548693] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:40.669413] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:40.790858] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:40.912699] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:41.038422] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:41.038607] [INFO ] [CONFIGURE ] BCX: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:07:41.038718] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.4s/test | Remaining: 1831 tests
[2025-10-14T23:07:41.038773] [INFO ] [CONFIGURE ] BCX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:07:41.038808] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:07:41.170348] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:41.310664] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:41.466266] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:41.604355] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:41.745197] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:41.883317] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:42.022229] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:42.161890] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:42.297080] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:42.432062] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:42.432248] [INFO ] [CONFIGURE ] BCX: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:07:42.432294] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.4s/test | Remaining: 1830 tests
[2025-10-14T23:07:42.432328] [INFO ] [CONFIGURE ] BCX: Testing feature 6/29: add_failed_moves
[2025-10-14T23:07:42.432359] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_failed_moves']
[2025-10-14T23:07:42.547057] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:42.666884] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:42.790290] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:42.914480] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:43.032165] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:43.148086] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:43.264497] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:43.387599] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:43.512216] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:43.646406] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:43.646577] [INFO ] [CONFIGURE ] BCX: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:07:43.646623] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.4s/test | Remaining: 1829 tests
[2025-10-14T23:07:43.646699] [INFO ] [CONFIGURE ] BCX: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:07:43.646747] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_lag_shelf']
[2025-10-14T23:07:43.765984] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:43.886922] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:43.998987] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:44.105055] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:44.211229] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:44.325760] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:44.435998] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:44.544771] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:44.655464] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:44.824228] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:44.824365] [INFO ] [CONFIGURE ] BCX: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:07:44.824408] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.4s/test | Remaining: 1828 tests
[2025-10-14T23:07:44.824442] [INFO ] [CONFIGURE ] BCX: Testing feature 8/29: add_macd
[2025-10-14T23:07:44.824475] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:07:44.962885] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:45.104498] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:45.244937] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:45.385403] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:45.526055] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:45.667809] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:45.809901] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:45.954727] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:46.104558] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:46.253027] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:46.253212] [INFO ] [CONFIGURE ] BCX: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:07:46.253259] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.4s/test | Remaining: 1827 tests
[2025-10-14T23:07:46.253295] [INFO ] [CONFIGURE ] BCX: Testing feature 9/29: add_mfi
[2025-10-14T23:07:46.253326] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_mfi']
[2025-10-14T23:07:46.372923] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:46.492126] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:46.612099] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:46.733016] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:46.854233] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:46.975213] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:47.102552] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:47.341621] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:47.464244] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:47.587076] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:47.587238] [INFO ] [CONFIGURE ] BCX: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:07:47.587282] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.4s/test | Remaining: 1826 tests
[2025-10-14T23:07:47.587316] [INFO ] [CONFIGURE ] BCX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:07:47.587347] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:07:47.737234] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:47.902908] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:48.040926] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:48.181355] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:48.325073] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:48.466535] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:48.605977] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:48.747336] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:48.888217] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:49.030297] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:49.030500] [INFO ] [CONFIGURE ] BCX: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:07:49.030560] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.4s/test | Remaining: 1825 tests
[2025-10-14T23:07:49.030597] [INFO ] [CONFIGURE ] BCX: Testing feature 11/29: add_obv_daily
[2025-10-14T23:07:49.030629] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_obv_daily']
[2025-10-14T23:07:49.145046] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:49.259221] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:49.373842] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:49.500097] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:49.616187] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:49.735298] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:49.852199] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:49.969438] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:50.092241] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:50.209713] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:50.209864] [INFO ] [CONFIGURE ] BCX: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:07:50.209909] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.4s/test | Remaining: 1824 tests
[2025-10-14T23:07:50.209943] [INFO ] [CONFIGURE ] BCX: Testing feature 12/29: add_obv_interval
[2025-10-14T23:07:50.209974] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_obv_interval']
[2025-10-14T23:07:50.322548] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:50.436513] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:50.550096] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:50.666071] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:50.782703] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:50.948107] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:51.068079] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:51.189150] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:51.301167] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:51.414216] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:51.414427] [INFO ] [CONFIGURE ] BCX: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:07:51.414485] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.4s/test | Remaining: 1823 tests
[2025-10-14T23:07:51.414522] [INFO ] [CONFIGURE ] BCX: Testing feature 13/29: add_opening_strength
[2025-10-14T23:07:51.414553] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:07:51.529994] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:51.645749] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:51.762146] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:51.885806] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:52.009201] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:52.135891] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:52.263239] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:52.392067] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:52.523117] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:52.654566] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:52.654742] [INFO ] [CONFIGURE ] BCX: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:07:52.654803] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.4s/test | Remaining: 1822 tests
[2025-10-14T23:07:52.654840] [INFO ] [CONFIGURE ] BCX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:07:52.654870] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:07:52.782888] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:52.915769] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:53.046633] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:53.178824] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:53.314560] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:53.449520] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:07:53.581549] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:07:53.724433] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:53.889693] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:54.050761] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:54.050933] [INFO ] [CONFIGURE ] BCX: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:07:54.050977] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.4s/test | Remaining: 1821 tests
[2025-10-14T23:07:54.051012] [INFO ] [CONFIGURE ] BCX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:07:54.051044] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:07:54.163437] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:54.286352] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:54.399902] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:54.518046] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:54.634290] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:54.756014] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:54.874342] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:54.989842] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:55.115208] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:55.234503] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:55.234763] [INFO ] [CONFIGURE ] BCX: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:07:55.234818] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.4s/test | Remaining: 1820 tests
[2025-10-14T23:07:55.234855] [INFO ] [CONFIGURE ] BCX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:07:55.234942] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:07:55.354717] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:55.472373] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:07:55.590094] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:55.714253] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:55.833447] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:07:55.952689] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:07:56.077184] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:56.207828] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:07:56.351978] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:56.505269] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:56.505451] [INFO ] [CONFIGURE ] BCX: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:07:56.505498] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.4s/test | Remaining: 1819 tests
[2025-10-14T23:07:56.505534] [INFO ] [CONFIGURE ] BCX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:07:56.505567] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:07:56.661973] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:56.849050] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:57.042557] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:57.214438] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:57.385518] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:57.529066] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:07:57.668786] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:57.811163] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:57.951529] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:58.093965] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:58.094135] [INFO ] [CONFIGURE ] BCX: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:07:58.094181] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.4s/test | Remaining: 1818 tests
[2025-10-14T23:07:58.094216] [INFO ] [CONFIGURE ] BCX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:07:58.094270] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:07:58.216117] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:07:58.340724] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:58.453715] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:07:58.560525] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:07:58.670791] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:58.781841] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:58.896367] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:07:59.008791] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:07:59.121047] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:07:59.237123] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:07:59.237283] [INFO ] [CONFIGURE ] BCX: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:07:59.237327] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.4s/test | Remaining: 1817 tests
[2025-10-14T23:07:59.237362] [INFO ] [CONFIGURE ] BCX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:07:59.237393] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:07:59.348750] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:07:59.453558] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:07:59.557020] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:07:59.662005] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:07:59.766323] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:07:59.871491] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:07:59.977633] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:00.084764] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:00.191942] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:00.299805] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:00.299968] [INFO ] [CONFIGURE ] BCX: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:08:00.300013] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.4s/test | Remaining: 1816 tests
[2025-10-14T23:08:00.300047] [INFO ] [CONFIGURE ] BCX: Testing feature 20/29: add_price_rejection
[2025-10-14T23:08:00.300078] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_price_rejection']
[2025-10-14T23:08:00.424999] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:00.546979] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:00.673125] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:00.822952] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:00.964373] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:01.088575] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:01.216081] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:01.340063] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:01.461345] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:01.583343] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:01.583517] [INFO ] [CONFIGURE ] BCX: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:08:01.583561] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.4s/test | Remaining: 1815 tests
[2025-10-14T23:08:01.583668] [INFO ] [CONFIGURE ] BCX: Testing feature 21/29: add_range_position
[2025-10-14T23:08:01.583733] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_range_position']
[2025-10-14T23:08:01.717620] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:01.851121] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:08:01.983383] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:02.119783] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:02.250147] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:02.385288] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:02.513231] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:02.641797] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:02.774631] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:02.905777] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:02.905935] [INFO ] [CONFIGURE ] BCX: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:08:02.905980] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.4s/test | Remaining: 1814 tests
[2025-10-14T23:08:02.906015] [INFO ] [CONFIGURE ] BCX: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:08:02.906047] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_realized_volatility']
[2025-10-14T23:08:03.077062] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:03.219977] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:03.364228] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:03.517012] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:03.665551] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:03.814679] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:08:03.962462] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:04.108492] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:04.253426] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:04.397601] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:04.397805] [INFO ] [CONFIGURE ] BCX: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:08:04.397857] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.4s/test | Remaining: 1813 tests
[2025-10-14T23:08:04.397893] [INFO ] [CONFIGURE ] BCX: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:08:04.397950] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_recent_range_context']
[2025-10-14T23:08:04.512167] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:04.622198] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:04.732225] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:04.843127] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:04.955348] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:05.068846] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:05.188020] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:05.313580] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:05.436926] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:05.561994] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:05.562149] [INFO ] [CONFIGURE ] BCX: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:08:05.562193] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.4s/test | Remaining: 1812 tests
[2025-10-14T23:08:05.562229] [INFO ] [CONFIGURE ] BCX: Testing feature 24/29: add_rsi
[2025-10-14T23:08:05.562261] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:08:05.701042] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:05.837776] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:05.978163] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:06.121062] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:06.257950] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:06.402176] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:06.547844] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:06.693982] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:06.831191] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:08:06.972169] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:06.972365] [INFO ] [CONFIGURE ] BCX: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:08:06.972412] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.4s/test | Remaining: 1811 tests
[2025-10-14T23:08:06.972449] [INFO ] [CONFIGURE ] BCX: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:08:06.972482] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_tick_distribution']
[2025-10-14T23:08:07.094352] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:07.213885] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:07.329912] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:07.445130] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:07.560820] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:07.677224] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:07.788698] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:07.906407] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:08.019187] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:08.132974] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:08.133157] [INFO ] [CONFIGURE ] BCX: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:08:08.133206] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.4s/test | Remaining: 1810 tests
[2025-10-14T23:08:08.133264] [INFO ] [CONFIGURE ] BCX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:08:08.133299] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:08:08.243889] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:08.355335] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:08.467832] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:08.587619] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:08.708213] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:08.822768] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:08.935313] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:09.048936] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:09.164135] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:09.282589] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:09.282757] [INFO ] [CONFIGURE ] BCX: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T23:08:09.282809] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.4s/test | Remaining: 1809 tests
[2025-10-14T23:08:09.282844] [INFO ] [CONFIGURE ] BCX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:08:09.282876] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:08:09.402570] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:09.524143] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:09.649091] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:09.771806] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:09.895599] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:10.020241] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:10.145117] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:10.274935] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:10.402052] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:10.530103] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:10.530295] [INFO ] [CONFIGURE ] BCX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:08:10.530341] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.4s/test | Remaining: 1808 tests
[2025-10-14T23:08:10.530376] [INFO ] [CONFIGURE ] BCX: Testing feature 28/29: add_volume_profile
[2025-10-14T23:08:10.530408] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_volume_profile']
[2025-10-14T23:08:10.646871] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:08:10.763934] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:08:10.880812] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:10.998238] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:11.124530] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:11.244928] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:08:11.363810] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:11.481891] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:11.601039] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:11.722508] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:11.722682] [INFO ] [CONFIGURE ] BCX: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:08:11.722743] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.4s/test | Remaining: 1807 tests
[2025-10-14T23:08:11.722781] [INFO ] [CONFIGURE ] BCX: Testing feature 29/29: add_vwap
[2025-10-14T23:08:11.722811] [INFO ] [CONFIGURE ] BCX: Testing with features: ['add_vwap']
[2025-10-14T23:08:11.839908] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:11.957418] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:12.075919] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:12.209398] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:08:12.332137] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:12.455934] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:08:12.577681] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:12.700045] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:12.822465] [DEBUG] [FORECASTER] BCX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:08:12.944439] [DEBUG] [FORECASTER] BCX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:12.944581] [INFO ] [CONFIGURE ] BCX: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:08:12.944624] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.4s/test | Remaining: 1806 tests
[2025-10-14T23:08:12.944694] [INFO ] [CONFIGURE ] BCX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:08:12.944739] [INFO ] [CONFIGURE ] BCX: Best accuracy: 70.00%
[2025-10-14T23:08:12.944770] [INFO ] [CONFIGURE ] BCX: Best feature set (0 features): []
[2025-10-14T23:08:12.944799] [INFO ] [CONFIGURE ] BCX: Improvement over baseline: 0.00%
[2025-10-14T23:08:12.944827] [INFO ] [CONFIGURE ] BCX: Total time: 36.9 seconds
[2025-10-14T23:08:12.944854] [INFO ] [CONFIGURE ] BCX: Average time per feature: 1.3 seconds
[2025-10-14T23:08:12.944882] [INFO ] [CONFIGURE ] BCX: Average speed: 0.79 features/sec
[2025-10-14T23:08:12.945248] [INFO ] [LOCAL     ] Saved configuration for BCX: 0 features, 70.00% accuracy -> ./output/feature-sets/BCX.json
[2025-10-14T23:08:12.945300] [INFO ] [CONFIGURE ] BCX: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-14T23:08:12.945338] [INFO ] [sig       ] [34/96] Successfully configured BCX | 0.02 sym/s | Total: 23.8m | ETA: 43.5m
[2025-10-14T23:08:12.945371] [INFO ] [sig       ] [35/96] Configuring BEPC...
[2025-10-14T23:08:12.945401] [INFO ] [CONFIGURE ] BEPC: Configurate test run.
[2025-10-14T23:08:12.945475] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPC' from 'https://tdm.silogroup.org/data/derivative_storage/BEPC.csv'.
[2025-10-14T23:08:12.955515] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPC'.
[2025-10-14T23:08:12.955839] [INFO ] [CONFIGURE ] BEPC: Testing with 29 available features
[2025-10-14T23:08:12.955895] [INFO ] [CONFIGURE ] BEPC: Establishing baseline with no features...
[2025-10-14T23:08:13.063529] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.169347] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.278030] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.382772] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.497304] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.603036] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:13.712009] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:13.817997] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:13.924120] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.033045] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:08:14.033186] [INFO ] [CONFIGURE ] BEPC: Baseline score (no features): 70.00%
[2025-10-14T23:08:14.033232] [INFO ] [CONFIGURE ] BEPC: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:08:14.033268] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:08:14.150291] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.267185] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.385749] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.504595] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.625736] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:14.744151] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:14.862357] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:14.987100] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:15.106056] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.224498] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.224696] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:08:15.224757] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.4s/test | Remaining: 1805 tests
[2025-10-14T23:08:15.224795] [INFO ] [CONFIGURE ] BEPC: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:08:15.224828] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:08:15.346290] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.465458] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.585632] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.710835] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.830855] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:15.953182] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:16.078259] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:16.203570] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:16.335964] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:16.464947] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:16.465111] [INFO ] [CONFIGURE ] BEPC: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-14T23:08:16.465158] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.4s/test | Remaining: 1804 tests
[2025-10-14T23:08:16.465218] [INFO ] [CONFIGURE ] BEPC: Testing feature 3/29: add_daily_returns
[2025-10-14T23:08:16.465253] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:08:16.593823] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:16.728888] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:16.865659] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.000718] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.134386] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.257424] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.382090] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:17.517512] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:17.647301] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.774025] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:17.774183] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-14T23:08:17.774228] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.4s/test | Remaining: 1803 tests
[2025-10-14T23:08:17.774263] [INFO ] [CONFIGURE ] BEPC: Testing feature 4/29: add_ema
[2025-10-14T23:08:17.774297] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:08:17.912375] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:18.050573] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:18.224533] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:18.370144] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:18.510971] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:18.654081] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:18.803971] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:18.953853] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:19.120614] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:19.264102] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:19.264308] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_ema (score: 80.00%)
[2025-10-14T23:08:19.264356] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.4s/test | Remaining: 1802 tests
[2025-10-14T23:08:19.264392] [INFO ] [CONFIGURE ] BEPC: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:08:19.264424] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:08:19.415357] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:19.566368] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:19.736461] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:19.923148] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:20.091382] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:20.260371] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:20.415159] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:20.578234] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:20.743476] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:20.899970] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:20.900137] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:08:20.900183] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.4s/test | Remaining: 1801 tests
[2025-10-14T23:08:20.900217] [INFO ] [CONFIGURE ] BEPC: Testing feature 6/29: add_failed_moves
[2025-10-14T23:08:20.900249] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:08:21.036225] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.172485] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.338590] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.470103] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.595969] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.722053] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:21.856066] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:21.990914] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:22.139753] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.288178] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.288398] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:08:22.288480] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.4s/test | Remaining: 1800 tests
[2025-10-14T23:08:22.288554] [INFO ] [CONFIGURE ] BEPC: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:08:22.288630] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:08:22.421929] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.553950] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.673409] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.810915] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:22.939673] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:23.066839] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:23.204178] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:23.329825] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:23.453487] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:23.583926] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:23.584107] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:08:23.584154] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.4s/test | Remaining: 1799 tests
[2025-10-14T23:08:23.584189] [INFO ] [CONFIGURE ] BEPC: Testing feature 8/29: add_macd
[2025-10-14T23:08:23.584223] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:08:23.748398] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:23.912209] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:24.071362] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:24.237159] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:24.411723] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:24.574955] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:24.736388] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:24.898315] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:25.061321] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.226614] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.226837] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_macd (score: 80.00%)
[2025-10-14T23:08:25.226890] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.4s/test | Remaining: 1798 tests
[2025-10-14T23:08:25.226929] [INFO ] [CONFIGURE ] BEPC: Testing feature 9/29: add_mfi
[2025-10-14T23:08:25.226963] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:08:25.362546] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.502821] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.641039] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.778819] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:25.918622] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:26.058840] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:26.197848] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:26.340442] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:26.483371] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:26.626841] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:26.627014] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:08:26.627059] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.4s/test | Remaining: 1797 tests
[2025-10-14T23:08:26.627094] [INFO ] [CONFIGURE ] BEPC: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:08:26.627127] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:08:26.780497] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:26.938975] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:27.097665] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:27.253846] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:27.440171] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:27.599786] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:08:27.758266] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:27.929149] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:28.094299] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:28.254342] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:28.254508] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:08:28.254553] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.4s/test | Remaining: 1796 tests
[2025-10-14T23:08:28.254589] [INFO ] [CONFIGURE ] BEPC: Testing feature 11/29: add_obv_daily
[2025-10-14T23:08:28.254623] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:08:28.387575] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:28.526098] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:28.658992] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:28.793419] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:28.928096] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:29.063775] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:08:29.201063] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:29.338622] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:29.488504] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:29.624163] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:08:29.624340] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:08:29.624403] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.4s/test | Remaining: 1795 tests
[2025-10-14T23:08:29.624441] [INFO ] [CONFIGURE ] BEPC: Testing feature 12/29: add_obv_interval
[2025-10-14T23:08:29.624473] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:08:29.755058] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:29.885413] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.016472] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.149299] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.294778] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.459037] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.591046] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:30.724988] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:30.855070] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.985977] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:30.986127] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:08:30.986173] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.4s/test | Remaining: 1794 tests
[2025-10-14T23:08:30.986208] [INFO ] [CONFIGURE ] BEPC: Testing feature 13/29: add_opening_strength
[2025-10-14T23:08:30.986240] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:08:31.127180] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.267881] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.408373] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.551150] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.691265] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.834362] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:31.977791] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:32.131795] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:32.277174] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:32.419812] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:08:32.419965] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:08:32.420008] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.4s/test | Remaining: 1793 tests
[2025-10-14T23:08:32.420042] [INFO ] [CONFIGURE ] BEPC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:08:32.420073] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:08:32.566334] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:32.711440] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:32.857564] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:33.005587] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:33.157463] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:33.320690] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:33.498667] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:33.646711] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:33.789637] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:33.934276] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:08:33.934430] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:08:33.934476] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.4s/test | Remaining: 1792 tests
[2025-10-14T23:08:33.934515] [INFO ] [CONFIGURE ] BEPC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:08:33.934549] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:08:34.057884] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.177294] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.296847] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.420169] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.554752] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.692498] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:34.824905] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:34.959714] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:35.088869] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.219632] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.219842] [INFO ] [CONFIGURE ] BEPC: KEPT add_pbf_morning_momentum (score: 90.00%)
[2025-10-14T23:08:35.219938] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.4s/test | Remaining: 1791 tests
[2025-10-14T23:08:35.219993] [INFO ] [CONFIGURE ] BEPC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:08:35.220027] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-14T23:08:35.359993] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.508530] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.645392] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.785977] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:35.935016] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:36.091892] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:36.259347] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:36.426467] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:36.570838] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:36.713086] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:36.713352] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-14T23:08:36.713438] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.4s/test | Remaining: 1790 tests
[2025-10-14T23:08:36.713494] [INFO ] [CONFIGURE ] BEPC: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:08:36.713531] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-14T23:08:36.857836] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:37.001953] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:37.145328] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:37.294174] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:37.439312] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:37.580746] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:08:37.722381] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:37.868431] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:38.012677] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.155441] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.155583] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:08:38.155634] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.4s/test | Remaining: 1789 tests
[2025-10-14T23:08:38.155710] [INFO ] [CONFIGURE ] BEPC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:08:38.155750] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-14T23:08:38.284130] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.413497] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.543497] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:38.676847] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.811962] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:38.940760] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:39.067468] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:39.196152] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:39.324977] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:39.454535] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:39.454727] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:08:39.454789] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.4s/test | Remaining: 1788 tests
[2025-10-14T23:08:39.454828] [INFO ] [CONFIGURE ] BEPC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:08:39.454860] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-14T23:08:39.590155] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:39.729243] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:39.864518] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.005415] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.135507] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.262505] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.390271] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:40.522923] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:40.653820] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.783008] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:40.783155] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-14T23:08:40.783199] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.4s/test | Remaining: 1787 tests
[2025-10-14T23:08:40.783234] [INFO ] [CONFIGURE ] BEPC: Testing feature 20/29: add_price_rejection
[2025-10-14T23:08:40.783264] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-14T23:08:40.925660] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.070706] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.205776] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.343834] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.478324] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.615166] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:41.751821] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:41.887629] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:42.025362] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.164939] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.165104] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:08:42.165148] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.4s/test | Remaining: 1786 tests
[2025-10-14T23:08:42.165230] [INFO ] [CONFIGURE ] BEPC: Testing feature 21/29: add_range_position
[2025-10-14T23:08:42.165282] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_range_position']
[2025-10-14T23:08:42.313922] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.464094] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.620330] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.780755] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:42.949258] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:43.112057] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:43.265209] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:43.417800] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:43.577032] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:43.738214] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:43.738397] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:08:43.738442] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.4s/test | Remaining: 1785 tests
[2025-10-14T23:08:43.738477] [INFO ] [CONFIGURE ] BEPC: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:08:43.738508] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-14T23:08:43.913144] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.082836] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.259371] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.433836] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.611236] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.780099] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:44.958972] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:45.127425] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:45.301206] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:45.469298] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:45.469490] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:08:45.469553] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.4s/test | Remaining: 1784 tests
[2025-10-14T23:08:45.469594] [INFO ] [CONFIGURE ] BEPC: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:08:45.469626] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-14T23:08:45.626725] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:45.764395] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:45.904037] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.043455] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.184111] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.347545] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.487548] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:46.632136] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:46.773988] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.923601] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:46.923830] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:08:46.923903] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.4s/test | Remaining: 1783 tests
[2025-10-14T23:08:46.923962] [INFO ] [CONFIGURE ] BEPC: Testing feature 24/29: add_rsi
[2025-10-14T23:08:46.923998] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-14T23:08:47.090974] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:47.253485] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:47.416375] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:47.587769] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:47.754994] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:47.926592] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:48.091215] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:48.255460] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:48.421176] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:48.588267] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:48.588431] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:08:48.588474] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.4s/test | Remaining: 1782 tests
[2025-10-14T23:08:48.588510] [INFO ] [CONFIGURE ] BEPC: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:08:48.588542] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-14T23:08:48.727581] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:48.866195] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.003913] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.146951] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.287227] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.427188] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.566691] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:49.706369] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:49.847353] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.988594] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:49.988779] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:08:49.988830] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.4s/test | Remaining: 1781 tests
[2025-10-14T23:08:49.988866] [INFO ] [CONFIGURE ] BEPC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:08:49.988971] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-14T23:08:50.134625] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:50.273388] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:50.412583] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:50.553694] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:50.696500] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:50.837472] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:50.979837] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:51.124301] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:51.266272] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:51.409145] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:51.409357] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:08:51.409409] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.4s/test | Remaining: 1780 tests
[2025-10-14T23:08:51.409444] [INFO ] [CONFIGURE ] BEPC: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:08:51.409476] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-14T23:08:51.554379] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:51.702278] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:51.850780] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:51.999141] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:52.147843] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:52.296677] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:52.447219] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:52.595335] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:52.741231] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:52.889463] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:52.889623] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:08:52.889703] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.4s/test | Remaining: 1779 tests
[2025-10-14T23:08:52.889750] [INFO ] [CONFIGURE ] BEPC: Testing feature 28/29: add_volume_profile
[2025-10-14T23:08:52.889784] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-14T23:08:53.024018] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:53.158597] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:53.293468] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:08:53.435135] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:53.578982] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:53.725757] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:53.869927] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:54.018777] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:54.163548] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:54.307022] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:54.307176] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-14T23:08:54.307220] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.4s/test | Remaining: 1778 tests
[2025-10-14T23:08:54.307254] [INFO ] [CONFIGURE ] BEPC: Testing feature 29/29: add_vwap
[2025-10-14T23:08:54.307286] [INFO ] [CONFIGURE ] BEPC: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_vwap']
[2025-10-14T23:08:54.449134] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:08:54.590163] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:08:54.731518] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:08:54.873073] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:08:55.015489] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:55.161249] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:55.307087] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:08:55.453215] [DEBUG] [FORECASTER] BEPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:55.601513] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:55.752198] [DEBUG] [FORECASTER] BEPC: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:08:55.752400] [INFO ] [CONFIGURE ] BEPC: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:08:55.752452] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.4s/test | Remaining: 1777 tests
[2025-10-14T23:08:55.752488] [INFO ] [CONFIGURE ] BEPC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:08:55.752519] [INFO ] [CONFIGURE ] BEPC: Best accuracy: 90.00%
[2025-10-14T23:08:55.752550] [INFO ] [CONFIGURE ] BEPC: Best feature set (2 features): ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:08:55.752580] [INFO ] [CONFIGURE ] BEPC: Improvement over baseline: 20.00%
[2025-10-14T23:08:55.752608] [INFO ] [CONFIGURE ] BEPC: Total time: 41.7 seconds
[2025-10-14T23:08:55.752635] [INFO ] [CONFIGURE ] BEPC: Average time per feature: 1.4 seconds
[2025-10-14T23:08:55.752706] [INFO ] [CONFIGURE ] BEPC: Average speed: 0.70 features/sec
[2025-10-14T23:08:55.753193] [INFO ] [LOCAL     ] Saved configuration for BEPC: 2 features, 90.00% accuracy -> ./output/feature-sets/BEPC.json
[2025-10-14T23:08:55.753258] [INFO ] [CONFIGURE ] BEPC: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-14T23:08:55.753350] [INFO ] [sig       ] [35/96] Successfully configured BEPC | 0.02 sym/s | Total: 24.6m | ETA: 42.8m
[2025-10-14T23:08:55.753419] [INFO ] [sig       ] [36/96] Configuring BGX...
[2025-10-14T23:08:55.753458] [INFO ] [CONFIGURE ] BGX: Configurate test run.
[2025-10-14T23:08:55.753490] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGX' from 'https://tdm.silogroup.org/data/derivative_storage/BGX.csv'.
[2025-10-14T23:08:55.768208] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGX'.
[2025-10-14T23:08:55.768892] [INFO ] [CONFIGURE ] BGX: Testing with 29 available features
[2025-10-14T23:08:55.768953] [INFO ] [CONFIGURE ] BGX: Establishing baseline with no features...
[2025-10-14T23:08:55.882743] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:08:55.995790] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:56.113511] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:08:56.229807] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:56.342054] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:56.465053] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:56.583608] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:56.722524] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:56.840246] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:56.959609] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:08:56.959855] [INFO ] [CONFIGURE ] BGX: Baseline score (no features): 50.00%
[2025-10-14T23:08:56.959908] [INFO ] [CONFIGURE ] BGX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:08:56.959944] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:08:57.091084] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:08:57.217234] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:08:57.344785] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:08:57.476686] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:57.613391] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:08:57.746379] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:08:57.890177] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:58.022247] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:08:58.149915] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:58.281663] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:08:58.281903] [INFO ] [CONFIGURE ] BGX: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:08:58.281952] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.4s/test | Remaining: 1776 tests
[2025-10-14T23:08:58.281989] [INFO ] [CONFIGURE ] BGX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:08:58.282022] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:08:58.460032] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:08:58.603557] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:08:58.746545] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:08:58.879124] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:08:59.015120] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:08:59.149999] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:08:59.282143] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:08:59.417879] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:08:59.558241] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:08:59.699402] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:08:59.699660] [INFO ] [CONFIGURE ] BGX: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T23:08:59.699758] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.4s/test | Remaining: 1775 tests
[2025-10-14T23:08:59.699804] [INFO ] [CONFIGURE ] BGX: Testing feature 3/29: add_daily_returns
[2025-10-14T23:08:59.699840] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:08:59.839068] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:08:59.979802] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:00.120267] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:09:00.253397] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:00.386852] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:00.546373] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:00.695344] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:00.836686] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:00.981209] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:01.128029] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:01.128264] [INFO ] [CONFIGURE ] BGX: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:09:01.128309] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.4s/test | Remaining: 1774 tests
[2025-10-14T23:09:01.128345] [INFO ] [CONFIGURE ] BGX: Testing feature 4/29: add_ema
[2025-10-14T23:09:01.128378] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:09:01.295458] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:01.450980] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:01.616687] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:01.776230] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:01.954503] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:09:02.124415] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:02.282857] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:02.436947] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:02.593104] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:02.759083] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:02.759427] [INFO ] [CONFIGURE ] BGX: DISCARDED add_ema (score: 20.00%)
[2025-10-14T23:09:02.759492] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.4s/test | Remaining: 1773 tests
[2025-10-14T23:09:02.759531] [INFO ] [CONFIGURE ] BGX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:09:02.759565] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:09:02.936959] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:03.098899] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:03.266467] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:09:03.443723] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:09:03.620381] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:09:03.817351] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:03.982938] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:04.161296] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:04.332746] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:04.528432] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:04.528699] [INFO ] [CONFIGURE ] BGX: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:09:04.528766] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.4s/test | Remaining: 1772 tests
[2025-10-14T23:09:04.528807] [INFO ] [CONFIGURE ] BGX: Testing feature 6/29: add_failed_moves
[2025-10-14T23:09:04.528843] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:09:04.685876] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:04.832961] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:04.976003] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:05.110056] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:05.259991] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:05.401078] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:05.577530] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:05.752342] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:05.945539] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:06.093579] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:06.093793] [INFO ] [CONFIGURE ] BGX: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:09:06.093848] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.4s/test | Remaining: 1771 tests
[2025-10-14T23:09:06.093887] [INFO ] [CONFIGURE ] BGX: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:09:06.093922] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:09:06.252108] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:06.376295] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:06.494442] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:06.618961] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:06.742851] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:06.866323] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:06.989632] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:07.116341] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:07.240695] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:07.367178] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:07.367330] [INFO ] [CONFIGURE ] BGX: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:09:07.367377] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.4s/test | Remaining: 1770 tests
[2025-10-14T23:09:07.367415] [INFO ] [CONFIGURE ] BGX: Testing feature 8/29: add_macd
[2025-10-14T23:09:07.367450] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:09:07.532244] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:07.695199] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:07.862079] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:08.037304] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:08.204754] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:08.370262] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:08.543918] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:08.711164] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:08.884199] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:09.055715] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:09.055913] [INFO ] [CONFIGURE ] BGX: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:09:09.055980] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.4s/test | Remaining: 1769 tests
[2025-10-14T23:09:09.056043] [INFO ] [CONFIGURE ] BGX: Testing feature 9/29: add_mfi
[2025-10-14T23:09:09.056081] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:09:09.201447] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:09.345766] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:09.492289] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:09.632873] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:09.771155] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:09.910632] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:10.050226] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:10.194863] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:10.344199] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:10.484287] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:10.484474] [INFO ] [CONFIGURE ] BGX: KEPT add_mfi (score: 70.00%)
[2025-10-14T23:09:10.484537] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.4s/test | Remaining: 1768 tests
[2025-10-14T23:09:10.484576] [INFO ] [CONFIGURE ] BGX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:09:10.484612] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:09:10.654437] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:10.823561] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:10.997295] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:11.164976] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:11.331338] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:11.499169] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:11.675810] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:11.844614] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:12.014582] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:12.184301] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:12.184489] [INFO ] [CONFIGURE ] BGX: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:09:12.184550] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.4s/test | Remaining: 1767 tests
[2025-10-14T23:09:12.184588] [INFO ] [CONFIGURE ] BGX: Testing feature 11/29: add_obv_daily
[2025-10-14T23:09:12.184622] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_obv_daily']
[2025-10-14T23:09:12.333925] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:12.479876] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:12.622683] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:12.765589] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:12.919232] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:13.068159] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:13.221993] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:13.369005] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:13.526387] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:13.677512] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:09:13.677707] [INFO ] [CONFIGURE ] BGX: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:09:13.677765] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.4s/test | Remaining: 1766 tests
[2025-10-14T23:09:13.677804] [INFO ] [CONFIGURE ] BGX: Testing feature 12/29: add_obv_interval
[2025-10-14T23:09:13.677837] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_obv_interval']
[2025-10-14T23:09:13.818925] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:13.960386] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:14.098480] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:14.237635] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:14.399603] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:14.551843] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:14.699225] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:14.845534] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:14.996431] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:15.167471] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:15.167696] [INFO ] [CONFIGURE ] BGX: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:09:15.167761] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.4s/test | Remaining: 1765 tests
[2025-10-14T23:09:15.167802] [INFO ] [CONFIGURE ] BGX: Testing feature 13/29: add_opening_strength
[2025-10-14T23:09:15.167847] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:09:15.337841] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:09:15.489164] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:15.640366] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:15.795729] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:09:15.949393] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:16.101180] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:16.256831] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:16.413191] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:16.592584] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:16.762471] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:16.762700] [INFO ] [CONFIGURE ] BGX: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:09:16.762783] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.4s/test | Remaining: 1764 tests
[2025-10-14T23:09:16.762850] [INFO ] [CONFIGURE ] BGX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:09:16.762910] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:09:16.927370] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:17.101805] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:17.267404] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:17.433598] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:17.594327] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:17.753446] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:17.922371] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:18.088578] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:18.260335] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:18.428814] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:18.429015] [INFO ] [CONFIGURE ] BGX: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:09:18.429061] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.4s/test | Remaining: 1763 tests
[2025-10-14T23:09:18.429097] [INFO ] [CONFIGURE ] BGX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:09:18.429129] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:09:18.571158] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:18.721366] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:18.869840] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:19.016072] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:19.163295] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:19.309049] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:19.458046] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:19.610410] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:19.760759] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:19.909825] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:19.910040] [INFO ] [CONFIGURE ] BGX: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:09:19.910115] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.4s/test | Remaining: 1762 tests
[2025-10-14T23:09:19.910173] [INFO ] [CONFIGURE ] BGX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:09:19.910210] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:09:20.068156] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:20.219860] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:20.373357] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:20.531208] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:20.688544] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:20.914493] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:21.073289] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:21.231106] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:21.390031] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:21.551964] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:21.552202] [INFO ] [CONFIGURE ] BGX: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:09:21.552262] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.4s/test | Remaining: 1761 tests
[2025-10-14T23:09:21.552300] [INFO ] [CONFIGURE ] BGX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:09:21.552380] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:09:21.709141] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:09:21.871001] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:22.025693] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:22.186889] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:09:22.352761] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:09:22.523534] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:22.695481] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:22.879699] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:23.068022] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:23.239839] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:23.240087] [INFO ] [CONFIGURE ] BGX: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:09:23.240140] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1760 tests
[2025-10-14T23:09:23.240177] [INFO ] [CONFIGURE ] BGX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:09:23.240210] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:09:23.387290] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:23.533734] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:23.680027] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:23.825767] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:23.970564] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:24.115159] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:24.259679] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:24.406572] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:24.556661] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:24.707065] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:24.707216] [INFO ] [CONFIGURE ] BGX: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:09:24.707261] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1759 tests
[2025-10-14T23:09:24.707296] [INFO ] [CONFIGURE ] BGX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:09:24.707328] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:09:24.847725] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:25.008506] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:25.152579] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:25.299821] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:25.447378] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:25.594341] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:25.743193] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:25.892069] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:26.040545] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:26.193109] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:26.193277] [INFO ] [CONFIGURE ] BGX: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:09:26.193321] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1758 tests
[2025-10-14T23:09:26.193356] [INFO ] [CONFIGURE ] BGX: Testing feature 20/29: add_price_rejection
[2025-10-14T23:09:26.193388] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_price_rejection']
[2025-10-14T23:09:26.352932] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:26.509942] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:26.666726] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:26.827674] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:26.994126] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:27.159239] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:27.319785] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:27.482173] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:27.673094] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:27.836955] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:27.837131] [INFO ] [CONFIGURE ] BGX: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:09:27.837177] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1757 tests
[2025-10-14T23:09:27.837233] [INFO ] [CONFIGURE ] BGX: Testing feature 21/29: add_range_position
[2025-10-14T23:09:27.837266] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_range_position']
[2025-10-14T23:09:28.040638] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:28.210236] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:28.382112] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:28.555382] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:28.726583] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:28.898894] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:29.068390] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:29.240868] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:29.413890] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:29.589859] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:29.590079] [INFO ] [CONFIGURE ] BGX: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:09:29.590130] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1756 tests
[2025-10-14T23:09:29.590166] [INFO ] [CONFIGURE ] BGX: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:09:29.590198] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_realized_volatility']
[2025-10-14T23:09:29.778524] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:29.963603] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:09:30.158136] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:30.347142] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:30.550420] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:30.739985] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:30.929103] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:31.128830] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:31.321974] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:31.506891] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:31.507039] [INFO ] [CONFIGURE ] BGX: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:09:31.507083] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.4s/test | Remaining: 1755 tests
[2025-10-14T23:09:31.507117] [INFO ] [CONFIGURE ] BGX: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:09:31.507148] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_recent_range_context']
[2025-10-14T23:09:31.648462] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:31.796291] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:31.966802] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:32.139533] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:32.308487] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:32.481135] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:32.656669] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:32.842199] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:33.031222] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:33.216847] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:33.217043] [INFO ] [CONFIGURE ] BGX: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:09:33.217090] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1754 tests
[2025-10-14T23:09:33.217126] [INFO ] [CONFIGURE ] BGX: Testing feature 24/29: add_rsi
[2025-10-14T23:09:33.217159] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-14T23:09:33.426857] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:33.632390] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:33.832107] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:09:34.009953] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:34.185470] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:34.367788] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:34.553115] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:34.731769] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:34.911447] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:35.094666] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:35.094852] [INFO ] [CONFIGURE ] BGX: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:09:35.094897] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1753 tests
[2025-10-14T23:09:35.094933] [INFO ] [CONFIGURE ] BGX: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:09:35.094965] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_tick_distribution']
[2025-10-14T23:09:35.249218] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:35.410015] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:35.564814] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:09:35.726769] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:35.882532] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:36.039385] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:36.195777] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:36.352113] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:36.510047] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:36.666730] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:36.666877] [INFO ] [CONFIGURE ] BGX: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:09:36.666921] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1752 tests
[2025-10-14T23:09:36.666955] [INFO ] [CONFIGURE ] BGX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:09:36.666985] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:09:36.819203] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:36.975013] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:37.142594] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:37.297698] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:37.452143] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:37.608826] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:37.766179] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:37.929959] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:38.088082] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:38.245421] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:38.245575] [INFO ] [CONFIGURE ] BGX: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:09:38.245619] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1751 tests
[2025-10-14T23:09:38.245683] [INFO ] [CONFIGURE ] BGX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:09:38.245734] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:09:38.435055] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:38.597305] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:38.760875] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:38.925796] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:39.089041] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:39.254517] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:39.419889] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:39.584925] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:39.755527] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:39.923869] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:39.924020] [INFO ] [CONFIGURE ] BGX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:09:39.924065] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1750 tests
[2025-10-14T23:09:39.924099] [INFO ] [CONFIGURE ] BGX: Testing feature 28/29: add_volume_profile
[2025-10-14T23:09:39.924130] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_profile']
[2025-10-14T23:09:40.078003] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:40.231120] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:40.385243] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:40.543969] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:40.698250] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:40.860912] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:41.023498] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:41.197552] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:41.364976] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:41.528481] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:41.528695] [INFO ] [CONFIGURE ] BGX: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:09:41.528756] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.4s/test | Remaining: 1749 tests
[2025-10-14T23:09:41.528795] [INFO ] [CONFIGURE ] BGX: Testing feature 29/29: add_vwap
[2025-10-14T23:09:41.528829] [INFO ] [CONFIGURE ] BGX: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_vwap']
[2025-10-14T23:09:41.683152] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:09:41.840819] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:09:41.996447] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:09:42.157348] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:09:42.318448] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:09:42.477223] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:42.653827] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:42.814502] [DEBUG] [FORECASTER] BGX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:42.974897] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:09:43.175414] [DEBUG] [FORECASTER] BGX: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:09:43.175557] [INFO ] [CONFIGURE ] BGX: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:09:43.175603] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.4s/test | Remaining: 1748 tests
[2025-10-14T23:09:43.175638] [INFO ] [CONFIGURE ] BGX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:09:43.175714] [INFO ] [CONFIGURE ] BGX: Best accuracy: 70.00%
[2025-10-14T23:09:43.175751] [INFO ] [CONFIGURE ] BGX: Best feature set (2 features): ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:09:43.175779] [INFO ] [CONFIGURE ] BGX: Improvement over baseline: 20.00%
[2025-10-14T23:09:43.175806] [INFO ] [CONFIGURE ] BGX: Total time: 46.2 seconds
[2025-10-14T23:09:43.175832] [INFO ] [CONFIGURE ] BGX: Average time per feature: 1.6 seconds
[2025-10-14T23:09:43.175859] [INFO ] [CONFIGURE ] BGX: Average speed: 0.63 features/sec
[2025-10-14T23:09:43.176470] [INFO ] [LOCAL     ] Saved configuration for BGX: 2 features, 70.00% accuracy -> ./output/feature-sets/BGX.json
[2025-10-14T23:09:43.176536] [INFO ] [CONFIGURE ] BGX: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:09:43.176623] [INFO ] [sig       ] [36/96] Successfully configured BGX | 0.02 sym/s | Total: 25.3m | ETA: 42.2m
[2025-10-14T23:09:43.176844] [INFO ] [sig       ] [37/96] Configuring BIO...
[2025-10-14T23:09:43.176897] [INFO ] [CONFIGURE ] BIO: Configurate test run.
[2025-10-14T23:09:43.176930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIO' from 'https://tdm.silogroup.org/data/derivative_storage/BIO.csv'.
[2025-10-14T23:09:43.189159] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIO'.
[2025-10-14T23:09:43.189489] [INFO ] [CONFIGURE ] BIO: Testing with 29 available features
[2025-10-14T23:09:43.189547] [INFO ] [CONFIGURE ] BIO: Establishing baseline with no features...
[2025-10-14T23:09:43.295672] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:43.403968] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:43.512066] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:09:43.627440] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:43.743891] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:43.858080] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:43.971511] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:44.086361] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:44.213334] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:44.328234] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:44.328394] [INFO ] [CONFIGURE ] BIO: Baseline score (no features): 40.00%
[2025-10-14T23:09:44.328441] [INFO ] [CONFIGURE ] BIO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:09:44.328474] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:09:44.451331] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:09:44.575820] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:44.699436] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:44.821985] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:44.946850] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:45.075037] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:45.199731] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:45.330543] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:45.455002] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:45.582542] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:45.582755] [INFO ] [CONFIGURE ] BIO: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:09:45.582808] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.4s/test | Remaining: 1747 tests
[2025-10-14T23:09:45.582844] [INFO ] [CONFIGURE ] BIO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:09:45.582876] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:09:45.709683] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:09:45.836513] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:45.966633] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:09:46.096758] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:46.230844] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:46.361784] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:46.495420] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:09:46.627174] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:46.759437] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:46.891826] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:46.891994] [INFO ] [CONFIGURE ] BIO: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-14T23:09:46.892038] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.4s/test | Remaining: 1746 tests
[2025-10-14T23:09:46.892073] [INFO ] [CONFIGURE ] BIO: Testing feature 3/29: add_daily_returns
[2025-10-14T23:09:46.892153] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_daily_returns']
[2025-10-14T23:09:47.005253] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:09:47.136789] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:47.248361] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:47.361529] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:47.475200] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:47.589777] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:47.708319] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:47.830545] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:09:47.947917] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:48.065724] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:48.065933] [INFO ] [CONFIGURE ] BIO: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:09:48.065997] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.4s/test | Remaining: 1745 tests
[2025-10-14T23:09:48.066046] [INFO ] [CONFIGURE ] BIO: Testing feature 4/29: add_ema
[2025-10-14T23:09:48.066102] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema']
[2025-10-14T23:09:48.196912] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:09:48.327583] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:48.456409] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:48.586620] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:48.717140] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:48.899207] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:49.028586] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:49.157232] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:49.292794] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:49.423061] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:49.423232] [INFO ] [CONFIGURE ] BIO: KEPT add_ema (score: 50.00%)
[2025-10-14T23:09:49.423277] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1744 tests
[2025-10-14T23:09:49.423311] [INFO ] [CONFIGURE ] BIO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:09:49.423343] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:09:49.574047] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:49.723831] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:49.875437] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:50.027956] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:50.179957] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:50.334094] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:50.487780] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:50.653181] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:50.816463] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:50.980315] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:50.980526] [INFO ] [CONFIGURE ] BIO: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:09:50.980574] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1743 tests
[2025-10-14T23:09:50.980612] [INFO ] [CONFIGURE ] BIO: Testing feature 6/29: add_failed_moves
[2025-10-14T23:09:50.980681] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:09:51.149517] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:51.321906] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:51.483479] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:51.646375] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:51.809979] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:51.976182] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:52.146254] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:52.321978] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:52.536323] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:52.729668] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:52.729894] [INFO ] [CONFIGURE ] BIO: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:09:52.729961] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1742 tests
[2025-10-14T23:09:52.730000] [INFO ] [CONFIGURE ] BIO: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:09:52.730033] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:09:52.908822] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:53.067814] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:53.224888] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:09:53.381376] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:53.559619] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:53.751202] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:53.906834] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:54.072745] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:54.241198] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:54.401232] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:54.401396] [INFO ] [CONFIGURE ] BIO: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:09:54.401441] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1741 tests
[2025-10-14T23:09:54.401478] [INFO ] [CONFIGURE ] BIO: Testing feature 8/29: add_macd
[2025-10-14T23:09:54.401512] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:09:54.582011] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:54.765091] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:54.965205] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:55.161181] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:09:55.363534] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:55.562910] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:09:55.753194] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:55.934970] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:56.117491] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:56.306238] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:56.306436] [INFO ] [CONFIGURE ] BIO: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:09:56.306484] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1740 tests
[2025-10-14T23:09:56.306521] [INFO ] [CONFIGURE ] BIO: Testing feature 9/29: add_mfi
[2025-10-14T23:09:56.306555] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:09:56.477462] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:56.646817] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:56.824042] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:09:57.005841] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:57.185488] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:57.368100] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:57.567481] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:57.771906] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:09:57.975292] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:09:58.223311] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:09:58.223624] [INFO ] [CONFIGURE ] BIO: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:09:58.223739] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.4s/test | Remaining: 1739 tests
[2025-10-14T23:09:58.223788] [INFO ] [CONFIGURE ] BIO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:09:58.223937] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:09:58.432828] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:09:58.640663] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:09:58.888846] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:09:59.128629] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:09:59.355073] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:09:59.546942] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:09:59.732406] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:09:59.918818] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:00.099590] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:00.278298] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:00.278529] [INFO ] [CONFIGURE ] BIO: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:10:00.278590] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1738 tests
[2025-10-14T23:10:00.278627] [INFO ] [CONFIGURE ] BIO: Testing feature 11/29: add_obv_daily
[2025-10-14T23:10:00.278694] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:10:00.465512] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:00.645560] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:00.842214] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:01.005938] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:01.173302] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:01.354809] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:01.525394] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:01.708321] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:01.897147] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:02.079782] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:02.079939] [INFO ] [CONFIGURE ] BIO: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:10:02.079986] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1737 tests
[2025-10-14T23:10:02.080022] [INFO ] [CONFIGURE ] BIO: Testing feature 12/29: add_obv_interval
[2025-10-14T23:10:02.080055] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:10:02.256230] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:02.436281] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:02.616805] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:02.801566] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:02.991248] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:03.182686] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:03.370225] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:03.564199] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:03.745191] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:03.910520] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:03.910715] [INFO ] [CONFIGURE ] BIO: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:10:03.910773] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1736 tests
[2025-10-14T23:10:03.910811] [INFO ] [CONFIGURE ] BIO: Testing feature 13/29: add_opening_strength
[2025-10-14T23:10:03.910844] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:10:04.076951] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:04.243141] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:04.410964] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:04.590435] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:04.759852] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:04.929613] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:05.112942] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:05.287741] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:05.472416] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:05.648384] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:05.648583] [INFO ] [CONFIGURE ] BIO: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:10:05.648630] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1735 tests
[2025-10-14T23:10:05.648706] [INFO ] [CONFIGURE ] BIO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:10:05.648750] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:10:05.830803] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:06.028983] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:06.211441] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:06.407024] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:06.580238] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:06.752337] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:06.921864] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:07.089422] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:07.250908] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:07.417700] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:07.417865] [INFO ] [CONFIGURE ] BIO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:10:07.417946] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1734 tests
[2025-10-14T23:10:07.418003] [INFO ] [CONFIGURE ] BIO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:10:07.418038] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:10:07.559440] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:07.702844] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:07.846706] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:07.997016] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:08.149270] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:08.298532] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:08.445830] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:08.594706] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:08.749995] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:08.900167] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:08.900309] [INFO ] [CONFIGURE ] BIO: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:10:08.900372] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1733 tests
[2025-10-14T23:10:08.900409] [INFO ] [CONFIGURE ] BIO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:10:08.900442] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:10:09.050618] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:09.207086] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:09.366217] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:09.521028] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:09.736536] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:09.901624] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:10.064714] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:10.227196] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:10.385912] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:10.545339] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:10.545549] [INFO ] [CONFIGURE ] BIO: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:10:10.545599] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.4s/test | Remaining: 1732 tests
[2025-10-14T23:10:10.545635] [INFO ] [CONFIGURE ] BIO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:10:10.545709] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:10:10.716053] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:10.883031] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:11.044750] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:11.209803] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:11.381215] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:11.549022] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:11.733218] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:11.904425] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:12.098361] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:12.289929] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:12.290114] [INFO ] [CONFIGURE ] BIO: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:10:12.290189] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1731 tests
[2025-10-14T23:10:12.290257] [INFO ] [CONFIGURE ] BIO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:10:12.290301] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:10:12.466018] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:12.646852] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:12.804276] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:12.960363] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:13.113590] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:13.272386] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:13.436107] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:13.600120] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:13.754613] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:13.911720] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:13.911872] [INFO ] [CONFIGURE ] BIO: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:10:13.911915] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1730 tests
[2025-10-14T23:10:13.911949] [INFO ] [CONFIGURE ] BIO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:10:13.911980] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:10:14.061749] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:14.211324] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:14.364588] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:14.568811] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:14.720498] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:14.873630] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:15.028085] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:15.177703] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:15.329377] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:15.477855] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:15.478033] [INFO ] [CONFIGURE ] BIO: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:10:15.478126] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1729 tests
[2025-10-14T23:10:15.478169] [INFO ] [CONFIGURE ] BIO: Testing feature 20/29: add_price_rejection
[2025-10-14T23:10:15.478203] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:10:15.642566] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:15.804058] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:15.965595] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:16.129023] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:16.292083] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:16.456622] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:16.619828] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:16.790622] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:16.956337] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:17.123842] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:17.123988] [INFO ] [CONFIGURE ] BIO: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:10:17.124032] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1728 tests
[2025-10-14T23:10:17.124066] [INFO ] [CONFIGURE ] BIO: Testing feature 21/29: add_range_position
[2025-10-14T23:10:17.124156] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:10:17.290826] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:17.459486] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:17.628670] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:17.793053] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:17.957148] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:18.132988] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:18.304374] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:18.476583] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:18.648910] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:18.822062] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:18.822220] [INFO ] [CONFIGURE ] BIO: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:10:18.822265] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1727 tests
[2025-10-14T23:10:18.822300] [INFO ] [CONFIGURE ] BIO: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:10:18.822333] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:10:19.009602] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:19.194925] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:19.381818] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:19.568485] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:19.793285] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:19.985168] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:20.175775] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:20.364318] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:20.557882] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:20.748396] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:20.748526] [INFO ] [CONFIGURE ] BIO: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:10:20.748569] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.4s/test | Remaining: 1726 tests
[2025-10-14T23:10:20.748603] [INFO ] [CONFIGURE ] BIO: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:10:20.748634] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:10:20.908181] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:21.068066] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:21.228811] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:21.390820] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:21.551730] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:21.718202] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:21.882923] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:22.043385] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:22.204162] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:22.375226] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:22.375378] [INFO ] [CONFIGURE ] BIO: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:10:22.375422] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.4s/test | Remaining: 1725 tests
[2025-10-14T23:10:22.375456] [INFO ] [CONFIGURE ] BIO: Testing feature 24/29: add_rsi
[2025-10-14T23:10:22.375487] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-14T23:10:22.535265] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:22.692086] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:22.850451] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:10:23.008857] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:23.168207] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:23.330197] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:23.491668] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:23.653418] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:23.815423] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:23.977995] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:23.978157] [INFO ] [CONFIGURE ] BIO: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:10:23.978201] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.4s/test | Remaining: 1724 tests
[2025-10-14T23:10:23.978235] [INFO ] [CONFIGURE ] BIO: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:10:23.978265] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:10:24.130312] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:24.283244] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:24.439748] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:24.596171] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:24.753481] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:24.910308] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:25.071078] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:25.232141] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:25.400319] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:25.576689] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:25.576858] [INFO ] [CONFIGURE ] BIO: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:10:25.576903] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.4s/test | Remaining: 1723 tests
[2025-10-14T23:10:25.576937] [INFO ] [CONFIGURE ] BIO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:10:25.576969] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:10:25.753112] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:25.921527] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:26.093785] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:26.261942] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:26.423579] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:26.587501] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:26.751218] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:26.913182] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:27.077815] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:27.241296] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:27.241420] [INFO ] [CONFIGURE ] BIO: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T23:10:27.241464] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.4s/test | Remaining: 1722 tests
[2025-10-14T23:10:27.241500] [INFO ] [CONFIGURE ] BIO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:10:27.241532] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:10:27.407093] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:27.571903] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:27.741263] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:27.907676] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:28.079922] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:10:28.245233] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:28.419804] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:28.590865] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:28.762729] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:28.934874] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:28.935034] [INFO ] [CONFIGURE ] BIO: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:10:28.935080] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.4s/test | Remaining: 1721 tests
[2025-10-14T23:10:28.935116] [INFO ] [CONFIGURE ] BIO: Testing feature 28/29: add_volume_profile
[2025-10-14T23:10:28.935148] [INFO ] [CONFIGURE ] BIO: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:10:29.092973] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:10:29.250331] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:10:29.408594] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:10:29.565500] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:10:29.725193] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:10:29.882353] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:30.040668] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:30.201112] [DEBUG] [FORECASTER] BIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:10:30.365799] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:10:30.531338] [DEBUG] [FORECASTER] BIO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:30.531521] [INFO ] [CONFIGURE ] BIO: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:10:30.531565] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.4s/test | Remaining: 1720 tests
[2025-10-14T23:10:30.531600] [INFO ] [CONFIGURE ] BIO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:10:30.531629] [INFO ] [CONFIGURE ] BIO: Best accuracy: 60.00%
[2025-10-14T23:10:30.531708] [INFO ] [CONFIGURE ] BIO: Best feature set (3 features): ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:10:30.531752] [INFO ] [CONFIGURE ] BIO: Improvement over baseline: 20.00%
[2025-10-14T23:10:30.531782] [INFO ] [CONFIGURE ] BIO: Total time: 46.2 seconds
[2025-10-14T23:10:30.531810] [INFO ] [CONFIGURE ] BIO: Average time per feature: 1.7 seconds
[2025-10-14T23:10:30.531838] [INFO ] [CONFIGURE ] BIO: Average speed: 0.63 features/sec
[2025-10-14T23:10:30.532162] [INFO ] [LOCAL     ] Saved configuration for BIO: 3 features, 60.00% accuracy -> ./output/feature-sets/BIO.json
[2025-10-14T23:10:30.532257] [INFO ] [CONFIGURE ] BIO: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-14T23:10:30.532347] [INFO ] [sig       ] [37/96] Successfully configured BIO | 0.02 sym/s | Total: 26.1m | ETA: 41.7m
[2025-10-14T23:10:30.532416] [INFO ] [sig       ] [38/96] Configuring BLE...
[2025-10-14T23:10:30.532458] [INFO ] [CONFIGURE ] BLE: Configurate test run.
[2025-10-14T23:10:30.532490] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLE' from 'https://tdm.silogroup.org/data/derivative_storage/BLE.csv'.
[2025-10-14T23:10:30.543576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLE'.
[2025-10-14T23:10:30.543890] [INFO ] [CONFIGURE ] BLE: Testing with 29 available features
[2025-10-14T23:10:30.543944] [INFO ] [CONFIGURE ] BLE: Establishing baseline with no features...
[2025-10-14T23:10:30.645608] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:30.746335] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:30.851805] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:30.954889] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:31.060937] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:31.167273] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:31.274770] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:10:31.382116] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:31.490215] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:31.597738] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:31.597886] [INFO ] [CONFIGURE ] BLE: Baseline score (no features): 50.00%
[2025-10-14T23:10:31.597948] [INFO ] [CONFIGURE ] BLE: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:10:31.598006] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:10:31.721381] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:31.860863] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:31.978123] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:32.099826] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:32.221044] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:32.342413] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:32.467328] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:32.590944] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:32.716660] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:32.837451] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:32.837610] [INFO ] [CONFIGURE ] BLE: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:10:32.837683] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.4s/test | Remaining: 1719 tests
[2025-10-14T23:10:32.837737] [INFO ] [CONFIGURE ] BLE: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:10:32.837771] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:10:32.974958] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:33.111959] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:33.250565] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:33.390400] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:33.528427] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:33.672400] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:33.811563] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:33.949874] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:34.090103] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:34.229573] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:34.229774] [INFO ] [CONFIGURE ] BLE: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T23:10:34.229828] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.4s/test | Remaining: 1718 tests
[2025-10-14T23:10:34.229863] [INFO ] [CONFIGURE ] BLE: Testing feature 3/29: add_daily_returns
[2025-10-14T23:10:34.229894] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:10:34.369847] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:34.520212] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:34.662483] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:34.806340] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:34.976084] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:35.124950] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:35.272976] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:35.425137] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:35.576064] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:35.729849] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:35.730038] [INFO ] [CONFIGURE ] BLE: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:10:35.730096] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.4s/test | Remaining: 1717 tests
[2025-10-14T23:10:35.730153] [INFO ] [CONFIGURE ] BLE: Testing feature 4/29: add_ema
[2025-10-14T23:10:35.730186] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:10:35.884875] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:36.042338] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:36.199197] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:36.357858] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:36.515153] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:36.672857] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:36.837666] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:37.015404] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:37.191133] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:37.362980] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:37.363194] [INFO ] [CONFIGURE ] BLE: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:10:37.363241] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.4s/test | Remaining: 1716 tests
[2025-10-14T23:10:37.363276] [INFO ] [CONFIGURE ] BLE: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:10:37.363309] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:10:37.542946] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:37.706293] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:37.870469] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:38.032184] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:38.202926] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:38.383218] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:38.556365] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:10:38.725428] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:38.918189] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:39.083995] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:39.084189] [INFO ] [CONFIGURE ] BLE: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:10:39.084237] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.4s/test | Remaining: 1715 tests
[2025-10-14T23:10:39.084276] [INFO ] [CONFIGURE ] BLE: Testing feature 6/29: add_failed_moves
[2025-10-14T23:10:39.084310] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:10:39.228829] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:39.369461] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:39.508956] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:39.653466] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:39.793982] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:39.937097] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:40.078995] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:40.228934] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:40.379417] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:40.533213] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:40.533391] [INFO ] [CONFIGURE ] BLE: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:10:40.533436] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.4s/test | Remaining: 1714 tests
[2025-10-14T23:10:40.533471] [INFO ] [CONFIGURE ] BLE: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:10:40.533501] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:10:40.672833] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:40.814848] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:40.979770] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:41.112563] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:41.246528] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:41.391047] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:41.542306] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:41.683116] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:41.839938] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:41.994117] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:41.994291] [INFO ] [CONFIGURE ] BLE: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:10:41.994336] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.4s/test | Remaining: 1713 tests
[2025-10-14T23:10:41.994371] [INFO ] [CONFIGURE ] BLE: Testing feature 8/29: add_macd
[2025-10-14T23:10:41.994402] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:10:42.167769] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:42.333392] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:10:42.500800] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:42.675372] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:10:42.844671] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:43.019632] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:43.200051] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:43.374291] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:43.550429] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:43.724952] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:43.725133] [INFO ] [CONFIGURE ] BLE: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:10:43.725198] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.4s/test | Remaining: 1712 tests
[2025-10-14T23:10:43.725244] [INFO ] [CONFIGURE ] BLE: Testing feature 9/29: add_mfi
[2025-10-14T23:10:43.725284] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-14T23:10:43.883587] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:44.117326] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:44.263246] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:44.422292] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:44.582739] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:44.738125] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:44.894881] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:45.048528] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:45.199265] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:45.355431] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:45.355598] [INFO ] [CONFIGURE ] BLE: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:10:45.355672] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.4s/test | Remaining: 1711 tests
[2025-10-14T23:10:45.355732] [INFO ] [CONFIGURE ] BLE: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:10:45.355768] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:10:45.522117] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:45.692240] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:45.859205] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:46.026939] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:46.198222] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:46.371303] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:46.542608] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:46.716808] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:46.898135] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:47.098447] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:47.098624] [INFO ] [CONFIGURE ] BLE: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:10:47.098726] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.4s/test | Remaining: 1710 tests
[2025-10-14T23:10:47.098773] [INFO ] [CONFIGURE ] BLE: Testing feature 11/29: add_obv_daily
[2025-10-14T23:10:47.098807] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:10:47.245879] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:47.396157] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:47.543473] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:47.687881] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:47.837719] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:47.993406] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:48.141958] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:48.289312] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:48.439945] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:48.592263] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:48.592442] [INFO ] [CONFIGURE ] BLE: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:10:48.592512] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.4s/test | Remaining: 1709 tests
[2025-10-14T23:10:48.592572] [INFO ] [CONFIGURE ] BLE: Testing feature 12/29: add_obv_interval
[2025-10-14T23:10:48.592610] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:10:48.737169] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:48.878794] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:49.020160] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:49.159081] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:49.307740] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:49.449522] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:49.591872] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:49.735160] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:49.883576] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:50.033752] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:50.033956] [INFO ] [CONFIGURE ] BLE: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:10:50.034019] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.4s/test | Remaining: 1708 tests
[2025-10-14T23:10:50.034058] [INFO ] [CONFIGURE ] BLE: Testing feature 13/29: add_opening_strength
[2025-10-14T23:10:50.034090] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:10:50.183958] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:50.331952] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:50.487186] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:50.640994] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:50.799331] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:50.966572] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:51.150567] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:51.363621] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:51.586189] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:51.788851] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:51.789056] [INFO ] [CONFIGURE ] BLE: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:10:51.789117] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.4s/test | Remaining: 1707 tests
[2025-10-14T23:10:51.789158] [INFO ] [CONFIGURE ] BLE: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:10:51.789262] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:10:51.964892] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:52.152106] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:52.306592] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:52.457717] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:10:52.606828] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:52.757814] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:52.907879] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:10:53.057564] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:53.208369] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:53.362794] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:53.362929] [INFO ] [CONFIGURE ] BLE: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:10:53.362976] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.4s/test | Remaining: 1706 tests
[2025-10-14T23:10:53.363013] [INFO ] [CONFIGURE ] BLE: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:10:53.363045] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:10:53.498962] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:53.632794] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:53.773064] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:53.910545] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:54.045154] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:54.179582] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:54.316337] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:54.449333] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:54.614334] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:54.771152] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:54.771388] [INFO ] [CONFIGURE ] BLE: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:10:54.771440] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.4s/test | Remaining: 1705 tests
[2025-10-14T23:10:54.771479] [INFO ] [CONFIGURE ] BLE: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:10:54.771512] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:10:54.923985] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:55.075947] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:55.232406] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:55.384913] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:10:55.536949] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:10:55.682278] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:55.827964] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:55.975076] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:56.125318] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:56.277885] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:10:56.278035] [INFO ] [CONFIGURE ] BLE: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:10:56.278091] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.4s/test | Remaining: 1704 tests
[2025-10-14T23:10:56.278131] [INFO ] [CONFIGURE ] BLE: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:10:56.278163] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:10:56.433555] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:56.594168] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:56.750870] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:56.899462] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:57.057837] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:57.209417] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:57.365921] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:57.514092] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:57.663431] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:57.814797] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:57.814970] [INFO ] [CONFIGURE ] BLE: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:10:57.815017] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.4s/test | Remaining: 1703 tests
[2025-10-14T23:10:57.815054] [INFO ] [CONFIGURE ] BLE: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:10:57.815087] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:10:57.952047] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:58.094526] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:58.239664] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:58.389174] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:10:58.543066] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:10:58.692760] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:10:58.850946] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:10:59.001547] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:10:59.171141] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:10:59.319544] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:10:59.319737] [INFO ] [CONFIGURE ] BLE: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:10:59.319796] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.4s/test | Remaining: 1702 tests
[2025-10-14T23:10:59.319835] [INFO ] [CONFIGURE ] BLE: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:10:59.319869] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:10:59.458522] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:10:59.595668] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:10:59.743226] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:10:59.889063] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:00.030733] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:00.176213] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:00.316862] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:00.465272] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:00.608445] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:00.770108] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:00.770249] [INFO ] [CONFIGURE ] BLE: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:11:00.770307] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.4s/test | Remaining: 1701 tests
[2025-10-14T23:11:00.770346] [INFO ] [CONFIGURE ] BLE: Testing feature 20/29: add_price_rejection
[2025-10-14T23:11:00.770380] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:11:00.921960] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:01.064285] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:01.208207] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:01.358664] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:01.507520] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:11:01.656367] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:01.809900] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:01.957825] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:02.106831] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:02.260460] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:02.260708] [INFO ] [CONFIGURE ] BLE: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:11:02.260772] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.4s/test | Remaining: 1700 tests
[2025-10-14T23:11:02.260812] [INFO ] [CONFIGURE ] BLE: Testing feature 21/29: add_range_position
[2025-10-14T23:11:02.260849] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-14T23:11:02.430910] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:02.589161] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:02.746997] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:02.924625] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:03.085979] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:03.249247] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:03.410865] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:03.575725] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:03.745826] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:03.905210] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:03.905366] [INFO ] [CONFIGURE ] BLE: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:11:03.905458] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.4s/test | Remaining: 1699 tests
[2025-10-14T23:11:03.905512] [INFO ] [CONFIGURE ] BLE: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:11:03.905546] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:11:04.081475] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:04.257793] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:04.441130] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:04.617867] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:04.792116] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:04.966561] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:05.143375] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:05.319813] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:05.494982] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:05.668814] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:05.668966] [INFO ] [CONFIGURE ] BLE: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:11:05.669011] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.4s/test | Remaining: 1698 tests
[2025-10-14T23:11:05.669045] [INFO ] [CONFIGURE ] BLE: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:11:05.669075] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T23:11:05.808841] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:05.947557] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:06.087869] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:06.239229] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:06.393712] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:11:06.559965] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:06.713714] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:06.862395] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:07.017810] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:07.174847] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:07.175022] [INFO ] [CONFIGURE ] BLE: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:11:07.175067] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.4s/test | Remaining: 1697 tests
[2025-10-14T23:11:07.175102] [INFO ] [CONFIGURE ] BLE: Testing feature 24/29: add_rsi
[2025-10-14T23:11:07.175133] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T23:11:07.338993] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:07.503609] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:07.666987] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:07.836307] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:08.003579] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:08.168026] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:08.338699] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:08.506330] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:08.683577] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:08.849500] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:08.849679] [INFO ] [CONFIGURE ] BLE: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:11:08.849741] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.4s/test | Remaining: 1696 tests
[2025-10-14T23:11:08.849779] [INFO ] [CONFIGURE ] BLE: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:11:08.849812] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T23:11:08.993856] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:09.132983] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:09.274608] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:09.416609] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:09.560248] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:11:09.704114] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:09.850586] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:09.994014] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:10.146947] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:10.292327] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:10.292504] [INFO ] [CONFIGURE ] BLE: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:11:10.292551] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.4s/test | Remaining: 1695 tests
[2025-10-14T23:11:10.292587] [INFO ] [CONFIGURE ] BLE: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:11:10.292620] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T23:11:10.436164] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:10.582281] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:10.737911] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:10.884988] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:11.040361] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:11.183708] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:11.326372] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:11.498830] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:11.643961] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:11.785725] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:11.785909] [INFO ] [CONFIGURE ] BLE: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:11:11.785958] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.4s/test | Remaining: 1694 tests
[2025-10-14T23:11:11.785993] [INFO ] [CONFIGURE ] BLE: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:11:11.786072] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T23:11:11.937943] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:12.087719] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:12.242430] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:12.391824] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:12.546083] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:11:12.698545] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:12.850924] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:13.005521] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:13.160242] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:13.316403] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:13.316555] [INFO ] [CONFIGURE ] BLE: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:11:13.316601] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.4s/test | Remaining: 1693 tests
[2025-10-14T23:11:13.316636] [INFO ] [CONFIGURE ] BLE: Testing feature 28/29: add_volume_profile
[2025-10-14T23:11:13.316719] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-14T23:11:13.466256] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:13.608552] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:13.750070] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:13.892670] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:14.036386] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:11:14.181951] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:14.329917] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:14.487608] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:14.641420] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:14.790076] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:14.790236] [INFO ] [CONFIGURE ] BLE: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:11:14.790281] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.4s/test | Remaining: 1692 tests
[2025-10-14T23:11:14.790315] [INFO ] [CONFIGURE ] BLE: Testing feature 29/29: add_vwap
[2025-10-14T23:11:14.790348] [INFO ] [CONFIGURE ] BLE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-14T23:11:14.938965] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:15.086406] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:11:15.233182] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:11:15.380673] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:11:15.527292] [DEBUG] [FORECASTER] BLE: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:11:15.678375] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:15.836028] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:11:15.987556] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:11:16.136959] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:16.287823] [DEBUG] [FORECASTER] BLE: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:16.288046] [INFO ] [CONFIGURE ] BLE: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:11:16.288110] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.4s/test | Remaining: 1691 tests
[2025-10-14T23:11:16.288148] [INFO ] [CONFIGURE ] BLE: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:11:16.288178] [INFO ] [CONFIGURE ] BLE: Best accuracy: 70.00%
[2025-10-14T23:11:16.288208] [INFO ] [CONFIGURE ] BLE: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:11:16.288236] [INFO ] [CONFIGURE ] BLE: Improvement over baseline: 20.00%
[2025-10-14T23:11:16.288263] [INFO ] [CONFIGURE ] BLE: Total time: 44.7 seconds
[2025-10-14T23:11:16.288290] [INFO ] [CONFIGURE ] BLE: Average time per feature: 1.5 seconds
[2025-10-14T23:11:16.288317] [INFO ] [CONFIGURE ] BLE: Average speed: 0.65 features/sec
[2025-10-14T23:11:16.288896] [INFO ] [LOCAL     ] Saved configuration for BLE: 2 features, 70.00% accuracy -> ./output/feature-sets/BLE.json
[2025-10-14T23:11:16.288963] [INFO ] [CONFIGURE ] BLE: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:11:16.289061] [INFO ] [sig       ] [38/96] Successfully configured BLE | 0.02 sym/s | Total: 26.9m | ETA: 41.0m
[2025-10-14T23:11:16.289129] [INFO ] [sig       ] [39/96] Configuring BMEZ...
[2025-10-14T23:11:16.289168] [INFO ] [CONFIGURE ] BMEZ: Configurate test run.
[2025-10-14T23:11:16.289199] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMEZ' from 'https://tdm.silogroup.org/data/derivative_storage/BMEZ.csv'.
[2025-10-14T23:11:16.302299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMEZ'.
[2025-10-14T23:11:16.302599] [INFO ] [CONFIGURE ] BMEZ: Testing with 29 available features
[2025-10-14T23:11:16.302681] [INFO ] [CONFIGURE ] BMEZ: Establishing baseline with no features...
[2025-10-14T23:11:16.406495] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:16.510918] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:16.618755] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:11:16.728346] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:16.836562] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:16.947912] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:17.056546] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:17.166197] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:17.277024] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:17.384400] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:17.384543] [INFO ] [CONFIGURE ] BMEZ: Baseline score (no features): 40.00%
[2025-10-14T23:11:17.384590] [INFO ] [CONFIGURE ] BMEZ: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:11:17.384622] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:11:17.527869] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:17.643598] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:17.759052] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:17.878818] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:17.997788] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:18.115835] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:18.241320] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:18.362825] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:18.485426] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:18.613157] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:18.613332] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:11:18.613376] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.4s/test | Remaining: 1690 tests
[2025-10-14T23:11:18.613411] [INFO ] [CONFIGURE ] BMEZ: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:11:18.613441] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:11:18.734942] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:18.852579] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:18.976235] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:19.099132] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:19.224989] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:19.355120] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:19.477322] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:19.600067] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:19.730085] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:19.856685] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:19.856857] [INFO ] [CONFIGURE ] BMEZ: KEPT add_cumulative_delta (score: 50.00%)
[2025-10-14T23:11:19.856902] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.4s/test | Remaining: 1689 tests
[2025-10-14T23:11:19.856936] [INFO ] [CONFIGURE ] BMEZ: Testing feature 3/29: add_daily_returns
[2025-10-14T23:11:19.856967] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:11:19.981189] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:20.104595] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:20.229457] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:20.353313] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:20.478720] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:20.610429] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:20.742348] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:20.870504] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:20.996960] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:21.126098] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:21.126247] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:11:21.126314] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.4s/test | Remaining: 1688 tests
[2025-10-14T23:11:21.126349] [INFO ] [CONFIGURE ] BMEZ: Testing feature 4/29: add_ema
[2025-10-14T23:11:21.126381] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:11:21.263677] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:21.399979] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:21.536673] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:11:21.674039] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:21.817842] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:21.956328] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:22.098607] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:22.244612] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:22.392170] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:22.537036] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:22.537220] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:11:22.537265] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.4s/test | Remaining: 1687 tests
[2025-10-14T23:11:22.537300] [INFO ] [CONFIGURE ] BMEZ: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:11:22.537332] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:11:22.680464] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:22.823540] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:22.976079] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:23.120859] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:23.266455] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:23.412065] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:23.560752] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:23.706325] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:23.859738] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:24.007673] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:24.007815] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:11:24.007859] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.4s/test | Remaining: 1686 tests
[2025-10-14T23:11:24.007894] [INFO ] [CONFIGURE ] BMEZ: Testing feature 6/29: add_failed_moves
[2025-10-14T23:11:24.007924] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:11:24.137143] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:24.263095] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:24.389247] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:24.514627] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:24.638936] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:24.765551] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:24.893590] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:25.020763] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:25.153293] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:25.305327] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:25.305545] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:11:25.305611] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.4s/test | Remaining: 1685 tests
[2025-10-14T23:11:25.305711] [INFO ] [CONFIGURE ] BMEZ: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:11:25.305771] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:11:25.424386] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:25.542102] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:25.712529] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:25.832518] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:25.954210] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:26.076298] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:26.200256] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:26.325076] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:26.456501] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:26.584869] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:26.585016] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:11:26.585061] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.4s/test | Remaining: 1684 tests
[2025-10-14T23:11:26.585098] [INFO ] [CONFIGURE ] BMEZ: Testing feature 8/29: add_macd
[2025-10-14T23:11:26.585131] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:11:26.752415] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:26.909221] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:27.063059] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:27.229727] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:27.399237] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:27.563240] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:27.734558] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:27.900315] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:28.067063] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:28.243397] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:28.243589] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:11:28.243637] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.4s/test | Remaining: 1683 tests
[2025-10-14T23:11:28.243722] [INFO ] [CONFIGURE ] BMEZ: Testing feature 9/29: add_mfi
[2025-10-14T23:11:28.243760] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:11:28.384945] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:28.527241] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:28.674850] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:28.821251] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:28.967795] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:29.113628] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:29.257372] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:29.406621] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:29.559193] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:29.706790] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:29.706993] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:11:29.707042] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.4s/test | Remaining: 1682 tests
[2025-10-14T23:11:29.707079] [INFO ] [CONFIGURE ] BMEZ: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:11:29.707113] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:11:29.858883] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:30.014824] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:30.185251] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:11:30.344709] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:30.499023] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:30.665871] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:30.820448] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:11:30.979626] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:31.135869] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:31.308336] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:31.308502] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:11:31.308547] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.4s/test | Remaining: 1681 tests
[2025-10-14T23:11:31.308584] [INFO ] [CONFIGURE ] BMEZ: Testing feature 11/29: add_obv_daily
[2025-10-14T23:11:31.308616] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:11:31.442706] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:31.578039] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:31.713306] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:31.848687] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:11:31.979035] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:32.115499] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:32.254480] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:11:32.402081] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:32.545931] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:32.711303] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:32.711480] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:11:32.711578] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.4s/test | Remaining: 1680 tests
[2025-10-14T23:11:32.711623] [INFO ] [CONFIGURE ] BMEZ: Testing feature 12/29: add_obv_interval
[2025-10-14T23:11:32.711693] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:11:32.838185] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:32.965939] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:33.093638] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:33.232146] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:33.366207] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:33.495844] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:33.638882] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:33.768509] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:33.897604] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:34.027321] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:34.027477] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:11:34.027522] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.4s/test | Remaining: 1679 tests
[2025-10-14T23:11:34.027557] [INFO ] [CONFIGURE ] BMEZ: Testing feature 13/29: add_opening_strength
[2025-10-14T23:11:34.027588] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:11:34.166066] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:34.309858] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:34.455521] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:34.597382] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:34.745683] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:34.884140] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:35.020089] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:35.169924] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:35.315789] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:35.463211] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:35.463371] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:11:35.463415] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.4s/test | Remaining: 1678 tests
[2025-10-14T23:11:35.463450] [INFO ] [CONFIGURE ] BMEZ: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:11:35.463489] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:11:35.610830] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:35.753286] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:35.889794] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:36.031336] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:36.174814] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:36.320135] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:36.468117] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:11:36.612053] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:36.757676] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:36.901534] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:36.901721] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:11:36.901802] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.4s/test | Remaining: 1677 tests
[2025-10-14T23:11:36.901862] [INFO ] [CONFIGURE ] BMEZ: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:11:36.901899] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:11:37.018327] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:37.144958] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:37.267073] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:11:37.391059] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:37.538576] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:37.665022] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:37.785844] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:11:37.906901] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:38.026948] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:38.152905] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:38.153046] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:11:38.153089] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.4s/test | Remaining: 1676 tests
[2025-10-14T23:11:38.153123] [INFO ] [CONFIGURE ] BMEZ: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:11:38.153154] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:11:38.280936] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:38.413411] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:38.553334] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:38.707763] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:38.864391] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:39.019031] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:39.174222] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:39.317054] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:39.465832] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:39.607020] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:39.607189] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:11:39.607252] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.4s/test | Remaining: 1675 tests
[2025-10-14T23:11:39.607289] [INFO ] [CONFIGURE ] BMEZ: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:11:39.607319] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:11:39.742271] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:39.873028] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:40.004392] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:40.136531] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:40.268173] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:40.401160] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:40.536711] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:40.670700] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:40.810022] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:40.944588] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:40.944736] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:11:40.944789] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.4s/test | Remaining: 1674 tests
[2025-10-14T23:11:40.944824] [INFO ] [CONFIGURE ] BMEZ: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:11:40.944854] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:11:41.064869] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:11:41.185839] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:41.306572] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:41.427979] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:41.550552] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:41.673054] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:41.797182] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:11:41.926834] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:42.052337] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:42.178118] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:42.178300] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:11:42.178350] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.4s/test | Remaining: 1673 tests
[2025-10-14T23:11:42.178385] [INFO ] [CONFIGURE ] BMEZ: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:11:42.178415] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:11:42.297751] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:42.417468] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:42.537913] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:42.659554] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:42.781345] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:42.903697] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:43.026757] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:43.152557] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:43.276634] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:43.401128] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:43.401316] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:11:43.401366] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.4s/test | Remaining: 1672 tests
[2025-10-14T23:11:43.401401] [INFO ] [CONFIGURE ] BMEZ: Testing feature 20/29: add_price_rejection
[2025-10-14T23:11:43.401432] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:11:43.530633] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:43.664824] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:43.797820] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:43.929347] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:11:44.063937] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:44.200818] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:44.351469] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:44.520926] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:44.727711] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:44.896553] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:44.896816] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:11:44.896871] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.4s/test | Remaining: 1671 tests
[2025-10-14T23:11:44.896909] [INFO ] [CONFIGURE ] BMEZ: Testing feature 21/29: add_range_position
[2025-10-14T23:11:44.896941] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-14T23:11:45.053602] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:45.213808] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:45.362769] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:45.506469] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:45.652905] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:45.794623] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:45.939220] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:46.083810] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:46.229273] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:46.376864] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:46.377024] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T23:11:46.377090] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.4s/test | Remaining: 1670 tests
[2025-10-14T23:11:46.377126] [INFO ] [CONFIGURE ] BMEZ: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:11:46.377157] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:11:46.536576] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:46.693165] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:46.852911] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:47.012290] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:47.186118] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:47.350165] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:47.506237] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:47.661165] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:47.860789] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:48.044935] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:48.045118] [INFO ] [CONFIGURE ] BMEZ: KEPT add_realized_volatility (score: 70.00%)
[2025-10-14T23:11:48.045164] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.4s/test | Remaining: 1669 tests
[2025-10-14T23:11:48.045199] [INFO ] [CONFIGURE ] BMEZ: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:11:48.045231] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_recent_range_context']
[2025-10-14T23:11:48.235359] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:48.408788] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:48.586280] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:48.768266] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:48.947822] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:49.141025] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:49.323593] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:49.502134] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:49.678825] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:49.855368] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:49.855575] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:11:49.855626] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.4s/test | Remaining: 1668 tests
[2025-10-14T23:11:49.855697] [INFO ] [CONFIGURE ] BMEZ: Testing feature 24/29: add_rsi
[2025-10-14T23:11:49.855742] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-14T23:11:50.045492] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:50.237407] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:50.430547] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:50.623590] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:50.813174] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:51.006846] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:51.203031] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:51.395199] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:51.589125] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:11:51.791545] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:51.791729] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:11:51.791784] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1667 tests
[2025-10-14T23:11:51.791822] [INFO ] [CONFIGURE ] BMEZ: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:11:51.791854] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_tick_distribution']
[2025-10-14T23:11:51.960073] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:52.129498] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:52.306305] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:52.496463] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:52.662756] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:52.826827] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:52.994722] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:53.163502] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:53.333584] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:53.503114] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:53.503290] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:11:53.503337] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1666 tests
[2025-10-14T23:11:53.503372] [INFO ] [CONFIGURE ] BMEZ: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:11:53.503406] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-14T23:11:53.673167] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:53.845891] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:54.020164] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:11:54.193242] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:54.373375] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:11:54.550949] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:54.726786] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:54.904723] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:11:55.085033] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:55.262123] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:55.262318] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:11:55.262372] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1665 tests
[2025-10-14T23:11:55.262429] [INFO ] [CONFIGURE ] BMEZ: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:11:55.262462] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_price_divergence']
[2025-10-14T23:11:55.436106] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:55.611780] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:55.786619] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:55.962065] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:56.145719] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:56.331136] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:11:56.528917] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:56.712920] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:56.901085] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:57.089733] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:11:57.089916] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:11:57.089963] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1664 tests
[2025-10-14T23:11:57.090001] [INFO ] [CONFIGURE ] BMEZ: Testing feature 28/29: add_volume_profile
[2025-10-14T23:11:57.090037] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_profile']
[2025-10-14T23:11:57.263755] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:57.432846] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:57.599025] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:57.766437] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:57.934797] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:58.103893] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:11:58.272471] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:11:58.441491] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:11:58.611970] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:11:58.782799] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:11:58.782969] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:11:58.783015] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1663 tests
[2025-10-14T23:11:58.783052] [INFO ] [CONFIGURE ] BMEZ: Testing feature 29/29: add_vwap
[2025-10-14T23:11:58.783085] [INFO ] [CONFIGURE ] BMEZ: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_vwap']
[2025-10-14T23:11:58.961528] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:11:59.137167] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:11:59.315301] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:11:59.495034] [DEBUG] [FORECASTER] BMEZ: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:11:59.672066] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:11:59.845361] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:00.028874] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:00.209783] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:00.391850] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:00.587872] [DEBUG] [FORECASTER] BMEZ: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:12:00.588065] [INFO ] [CONFIGURE ] BMEZ: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:12:00.588119] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.4s/test | Remaining: 1662 tests
[2025-10-14T23:12:00.588183] [INFO ] [CONFIGURE ] BMEZ: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:12:00.588231] [INFO ] [CONFIGURE ] BMEZ: Best accuracy: 70.00%
[2025-10-14T23:12:00.588265] [INFO ] [CONFIGURE ] BMEZ: Best feature set (2 features): ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:12:00.588313] [INFO ] [CONFIGURE ] BMEZ: Improvement over baseline: 30.00%
[2025-10-14T23:12:00.588370] [INFO ] [CONFIGURE ] BMEZ: Total time: 43.2 seconds
[2025-10-14T23:12:00.588404] [INFO ] [CONFIGURE ] BMEZ: Average time per feature: 1.5 seconds
[2025-10-14T23:12:00.588435] [INFO ] [CONFIGURE ] BMEZ: Average speed: 0.67 features/sec
[2025-10-14T23:12:00.588926] [INFO ] [LOCAL     ] Saved configuration for BMEZ: 2 features, 70.00% accuracy -> ./output/feature-sets/BMEZ.json
[2025-10-14T23:12:00.588989] [INFO ] [CONFIGURE ] BMEZ: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:12:00.589094] [INFO ] [sig       ] [39/96] Successfully configured BMEZ | 0.02 sym/s | Total: 27.6m | ETA: 40.4m
[2025-10-14T23:12:00.589162] [INFO ] [sig       ] [40/96] Configuring BNL...
[2025-10-14T23:12:00.589198] [INFO ] [CONFIGURE ] BNL: Configurate test run.
[2025-10-14T23:12:00.589229] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNL' from 'https://tdm.silogroup.org/data/derivative_storage/BNL.csv'.
[2025-10-14T23:12:00.601456] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNL'.
[2025-10-14T23:12:00.601837] [INFO ] [CONFIGURE ] BNL: Testing with 29 available features
[2025-10-14T23:12:00.601894] [INFO ] [CONFIGURE ] BNL: Establishing baseline with no features...
[2025-10-14T23:12:00.707157] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:12:00.831826] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:00.941504] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:01.051384] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:01.161191] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:12:01.272452] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:01.384943] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:01.495456] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:01.604423] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:12:01.715385] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:01.715566] [INFO ] [CONFIGURE ] BNL: Baseline score (no features): 40.00%
[2025-10-14T23:12:01.715614] [INFO ] [CONFIGURE ] BNL: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:12:01.715680] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:12:01.850062] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:12:01.970781] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:02.087775] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:02.205421] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:02.323292] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:12:02.443108] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:02.561374] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:02.679848] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:02.796109] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:02.912490] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:02.912621] [INFO ] [CONFIGURE ] BNL: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T23:12:02.912703] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.4s/test | Remaining: 1661 tests
[2025-10-14T23:12:02.912751] [INFO ] [CONFIGURE ] BNL: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:12:02.912784] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:12:03.038105] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:03.157233] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:03.279016] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:03.401926] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:03.522105] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:03.655562] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:03.783437] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:03.912551] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:04.040413] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:04.169121] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:04.169288] [INFO ] [CONFIGURE ] BNL: KEPT add_cumulative_delta (score: 50.00%)
[2025-10-14T23:12:04.169332] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.4s/test | Remaining: 1660 tests
[2025-10-14T23:12:04.169366] [INFO ] [CONFIGURE ] BNL: Testing feature 3/29: add_daily_returns
[2025-10-14T23:12:04.169399] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:12:04.318615] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:04.458967] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:04.590510] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:04.722963] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:04.868153] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:05.002237] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:05.138360] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:05.270232] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:05.396487] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:05.517351] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:12:05.517516] [INFO ] [CONFIGURE ] BNL: KEPT add_daily_returns (score: 60.00%)
[2025-10-14T23:12:05.517564] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.4s/test | Remaining: 1659 tests
[2025-10-14T23:12:05.517601] [INFO ] [CONFIGURE ] BNL: Testing feature 4/29: add_ema
[2025-10-14T23:12:05.517635] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-14T23:12:05.653974] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:05.795857] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:05.947259] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:06.092953] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:06.239112] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:06.392552] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:06.542959] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:06.692578] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:06.844579] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:07.010283] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:07.010492] [INFO ] [CONFIGURE ] BNL: KEPT add_ema (score: 70.00%)
[2025-10-14T23:12:07.010541] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.4s/test | Remaining: 1658 tests
[2025-10-14T23:12:07.010725] [INFO ] [CONFIGURE ] BNL: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:12:07.010770] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:12:07.186894] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:07.363791] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:07.542412] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:07.725444] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:07.896488] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:08.073927] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:08.242659] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:08.411846] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:08.588548] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:08.761147] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:08.761326] [INFO ] [CONFIGURE ] BNL: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:12:08.761371] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1657 tests
[2025-10-14T23:12:08.761404] [INFO ] [CONFIGURE ] BNL: Testing feature 6/29: add_failed_moves
[2025-10-14T23:12:08.761436] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-14T23:12:08.913486] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:09.065028] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:09.212623] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:09.366991] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:09.515624] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:09.665961] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:09.816220] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:09.968391] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:10.121219] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:10.275289] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:10.275478] [INFO ] [CONFIGURE ] BNL: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:12:10.275522] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1656 tests
[2025-10-14T23:12:10.275556] [INFO ] [CONFIGURE ] BNL: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:12:10.275588] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:12:10.418046] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:10.559732] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:10.699634] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:10.839714] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:10.981928] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:11.123541] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:11.271526] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:11.414670] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:11.558349] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:11.701896] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:11.702054] [INFO ] [CONFIGURE ] BNL: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:12:11.702097] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1655 tests
[2025-10-14T23:12:11.702132] [INFO ] [CONFIGURE ] BNL: Testing feature 8/29: add_macd
[2025-10-14T23:12:11.702164] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:12:11.884352] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:12.091219] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:12.271546] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:12.459991] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:12.644728] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:12.833731] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:12:13.028892] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:13.222753] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:13.420156] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:13.630663] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:13.631597] [INFO ] [CONFIGURE ] BNL: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:12:13.631684] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1654 tests
[2025-10-14T23:12:13.631737] [INFO ] [CONFIGURE ] BNL: Testing feature 9/29: add_mfi
[2025-10-14T23:12:13.631906] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-14T23:12:13.807137] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:13.989127] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:14.171924] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:14.343079] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:14.509865] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:14.676578] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:14.841906] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:15.007796] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:15.179574] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:15.352237] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:15.352448] [INFO ] [CONFIGURE ] BNL: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:12:15.352495] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1653 tests
[2025-10-14T23:12:15.352529] [INFO ] [CONFIGURE ] BNL: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:12:15.352560] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:12:15.533287] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:15.715812] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:15.903343] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:16.119268] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:16.307065] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:16.499814] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:16.694200] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:16.888496] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:17.082286] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:17.275793] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:12:17.275973] [INFO ] [CONFIGURE ] BNL: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:12:17.276019] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.4s/test | Remaining: 1652 tests
[2025-10-14T23:12:17.276055] [INFO ] [CONFIGURE ] BNL: Testing feature 11/29: add_obv_daily
[2025-10-14T23:12:17.276088] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_obv_daily']
[2025-10-14T23:12:17.436391] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:17.599087] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:17.759802] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:17.920527] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:18.072302] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:18.223028] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:12:18.379586] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:18.530002] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:18.680890] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:18.841929] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:18.842103] [INFO ] [CONFIGURE ] BNL: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:12:18.842152] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.4s/test | Remaining: 1651 tests
[2025-10-14T23:12:18.842188] [INFO ] [CONFIGURE ] BNL: Testing feature 12/29: add_obv_interval
[2025-10-14T23:12:18.842220] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_obv_interval']
[2025-10-14T23:12:18.995862] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:19.157145] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:19.310143] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:19.463601] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:19.616099] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:19.776672] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:19.931090] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:20.085188] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:20.240959] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:20.397144] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:20.397308] [INFO ] [CONFIGURE ] BNL: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:12:20.397353] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.4s/test | Remaining: 1650 tests
[2025-10-14T23:12:20.397388] [INFO ] [CONFIGURE ] BNL: Testing feature 13/29: add_opening_strength
[2025-10-14T23:12:20.397422] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-14T23:12:20.561376] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:20.730448] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:20.889554] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:21.049531] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:21.220602] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:21.393833] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:21.554203] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:21.712270] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:21.874142] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:22.035960] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:22.036134] [INFO ] [CONFIGURE ] BNL: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:12:22.036179] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.4s/test | Remaining: 1649 tests
[2025-10-14T23:12:22.036214] [INFO ] [CONFIGURE ] BNL: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:12:22.036245] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:12:22.204052] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:22.373953] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:22.542729] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:22.713513] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:22.882471] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:23.060678] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:23.225573] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:23.394568] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:23.565427] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:23.734857] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:23.735037] [INFO ] [CONFIGURE ] BNL: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:12:23.735081] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.4s/test | Remaining: 1648 tests
[2025-10-14T23:12:23.735117] [INFO ] [CONFIGURE ] BNL: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:12:23.735150] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:12:23.884637] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:24.039631] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:24.197149] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:24.361587] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:24.514582] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:24.666121] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:24.824469] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:24.978604] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:25.129996] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:25.285464] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:12:25.285674] [INFO ] [CONFIGURE ] BNL: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:12:25.285738] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.4s/test | Remaining: 1647 tests
[2025-10-14T23:12:25.285775] [INFO ] [CONFIGURE ] BNL: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:12:25.285808] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:12:25.444582] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:25.598449] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:25.751591] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:25.903987] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:26.065740] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:26.227590] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:26.382481] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:26.537289] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:26.702328] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:26.859989] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:26.860139] [INFO ] [CONFIGURE ] BNL: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:12:26.860188] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.4s/test | Remaining: 1646 tests
[2025-10-14T23:12:26.860223] [INFO ] [CONFIGURE ] BNL: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:12:26.860254] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_return_2d']
[2025-10-14T23:12:27.019091] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:27.180458] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:27.337618] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:27.491311] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:27.645060] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:27.800525] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:27.959706] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:28.115583] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:28.270703] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:28.426094] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:28.426227] [INFO ] [CONFIGURE ] BNL: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:12:28.426271] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.4s/test | Remaining: 1645 tests
[2025-10-14T23:12:28.426304] [INFO ] [CONFIGURE ] BNL: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:12:28.426334] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:12:28.578714] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:28.723254] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:28.867467] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:29.013083] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:29.163860] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:29.310524] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:29.457015] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:29.604808] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:29.758803] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:29.907133] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:29.907303] [INFO ] [CONFIGURE ] BNL: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:12:29.907367] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.4s/test | Remaining: 1644 tests
[2025-10-14T23:12:29.907406] [INFO ] [CONFIGURE ] BNL: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:12:29.907439] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:12:30.058726] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:30.209488] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:30.366681] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:30.513862] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:30.659815] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:30.806431] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:30.963416] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:31.110358] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:31.264337] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:31.420726] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:31.420860] [INFO ] [CONFIGURE ] BNL: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-14T23:12:31.420922] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.4s/test | Remaining: 1643 tests
[2025-10-14T23:12:31.420981] [INFO ] [CONFIGURE ] BNL: Testing feature 20/29: add_price_rejection
[2025-10-14T23:12:31.421015] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_price_rejection']
[2025-10-14T23:12:31.582432] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:31.738534] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:31.895698] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:32.060334] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:32.223892] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:32.382576] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:12:32.542184] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:32.702767] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:32.866551] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:33.026136] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:33.026314] [INFO ] [CONFIGURE ] BNL: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:12:33.026392] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1642 tests
[2025-10-14T23:12:33.026448] [INFO ] [CONFIGURE ] BNL: Testing feature 21/29: add_range_position
[2025-10-14T23:12:33.026484] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_range_position']
[2025-10-14T23:12:33.203368] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:33.390989] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:33.571678] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:33.765435] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:33.946751] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:34.127615] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:12:34.309303] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:34.489423] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:34.670385] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:34.854427] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:34.854598] [INFO ] [CONFIGURE ] BNL: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:12:34.854666] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1641 tests
[2025-10-14T23:12:34.854725] [INFO ] [CONFIGURE ] BNL: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:12:34.854760] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_realized_volatility']
[2025-10-14T23:12:35.045010] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:35.239545] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:35.429734] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:35.621632] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:35.816414] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:36.018605] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:12:36.208218] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:36.399017] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:36.596801] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:36.798778] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:36.799015] [INFO ] [CONFIGURE ] BNL: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:12:36.799069] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1640 tests
[2025-10-14T23:12:36.799104] [INFO ] [CONFIGURE ] BNL: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:12:36.799138] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_recent_range_context']
[2025-10-14T23:12:36.961517] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:37.124763] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:37.287536] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:37.452364] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:37.618875] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:37.788023] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:37.954995] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:38.124178] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:38.294073] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:38.463160] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:38.463316] [INFO ] [CONFIGURE ] BNL: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:12:38.463410] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1639 tests
[2025-10-14T23:12:38.463456] [INFO ] [CONFIGURE ] BNL: Testing feature 24/29: add_rsi
[2025-10-14T23:12:38.463495] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-14T23:12:38.628209] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:38.791402] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:38.968295] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:39.143525] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:39.312546] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:39.483008] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:39.655266] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:39.829849] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:40.004496] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:40.176384] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:40.176570] [INFO ] [CONFIGURE ] BNL: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:12:40.176616] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1638 tests
[2025-10-14T23:12:40.176834] [INFO ] [CONFIGURE ] BNL: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:12:40.176892] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_tick_distribution']
[2025-10-14T23:12:40.343173] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:40.509952] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:40.677519] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:40.846139] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:41.012986] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:41.176727] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:41.343761] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:41.506670] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:41.671496] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:41.838027] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:41.838240] [INFO ] [CONFIGURE ] BNL: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:12:41.838317] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.4s/test | Remaining: 1637 tests
[2025-10-14T23:12:41.838389] [INFO ] [CONFIGURE ] BNL: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:12:41.838457] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:12:41.999737] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:42.159549] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:42.316924] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:42.477094] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:42.630385] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:42.784549] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:42.946183] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:43.104562] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:43.262843] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:43.423675] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:43.423860] [INFO ] [CONFIGURE ] BNL: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:12:43.423907] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.4s/test | Remaining: 1636 tests
[2025-10-14T23:12:43.423943] [INFO ] [CONFIGURE ] BNL: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:12:43.423977] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_volume_price_divergence']
[2025-10-14T23:12:43.592980] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:43.763941] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:43.928723] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:44.097828] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:44.262247] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:44.427281] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:44.596906] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:44.769174] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:44.937568] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:45.107360] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:45.107558] [INFO ] [CONFIGURE ] BNL: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:12:45.107611] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.4s/test | Remaining: 1635 tests
[2025-10-14T23:12:45.107669] [INFO ] [CONFIGURE ] BNL: Testing feature 28/29: add_volume_profile
[2025-10-14T23:12:45.107727] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_volume_profile']
[2025-10-14T23:12:45.267206] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:45.429222] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:45.659855] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:45.819540] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:45.977445] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:46.136706] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:46.298400] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:46.462355] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:46.623632] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:46.781516] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:46.781703] [INFO ] [CONFIGURE ] BNL: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:12:46.781761] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.4s/test | Remaining: 1634 tests
[2025-10-14T23:12:46.781798] [INFO ] [CONFIGURE ] BNL: Testing feature 29/29: add_vwap
[2025-10-14T23:12:46.781831] [INFO ] [CONFIGURE ] BNL: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_vwap']
[2025-10-14T23:12:46.939076] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:47.098356] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:12:47.258233] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:47.422831] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:12:47.586848] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:47.757253] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:12:47.917314] [DEBUG] [FORECASTER] BNL: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:12:48.086516] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:48.272796] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:12:48.435170] [DEBUG] [FORECASTER] BNL: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:12:48.435372] [INFO ] [CONFIGURE ] BNL: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:12:48.435420] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.4s/test | Remaining: 1633 tests
[2025-10-14T23:12:48.435457] [INFO ] [CONFIGURE ] BNL: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:12:48.435488] [INFO ] [CONFIGURE ] BNL: Best accuracy: 70.00%
[2025-10-14T23:12:48.435521] [INFO ] [CONFIGURE ] BNL: Best feature set (3 features): ['add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-14T23:12:48.435550] [INFO ] [CONFIGURE ] BNL: Improvement over baseline: 30.00%
[2025-10-14T23:12:48.435578] [INFO ] [CONFIGURE ] BNL: Total time: 46.7 seconds
[2025-10-14T23:12:48.435606] [INFO ] [CONFIGURE ] BNL: Average time per feature: 1.6 seconds
[2025-10-14T23:12:48.435634] [INFO ] [CONFIGURE ] BNL: Average speed: 0.62 features/sec
[2025-10-14T23:12:48.436206] [INFO ] [LOCAL     ] Saved configuration for BNL: 3 features, 70.00% accuracy -> ./output/feature-sets/BNL.json
[2025-10-14T23:12:48.436267] [INFO ] [CONFIGURE ] BNL: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-14T23:12:48.436359] [INFO ] [sig       ] [40/96] Successfully configured BNL | 0.02 sym/s | Total: 28.4m | ETA: 39.8m
[2025-10-14T23:12:48.436429] [INFO ] [sig       ] [41/96] Configuring BP...
[2025-10-14T23:12:48.436469] [INFO ] [CONFIGURE ] BP: Configurate test run.
[2025-10-14T23:12:48.436501] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BP' from 'https://tdm.silogroup.org/data/derivative_storage/BP.csv'.
[2025-10-14T23:12:48.448719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BP'.
[2025-10-14T23:12:48.449132] [INFO ] [CONFIGURE ] BP: Testing with 29 available features
[2025-10-14T23:12:48.449190] [INFO ] [CONFIGURE ] BP: Establishing baseline with no features...
[2025-10-14T23:12:48.557903] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:48.660008] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:48.762147] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:48.866796] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:48.970573] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:49.076383] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:12:49.181755] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:12:49.288168] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:49.395520] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:49.502667] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:49.502818] [INFO ] [CONFIGURE ] BP: Baseline score (no features): 50.00%
[2025-10-14T23:12:49.502865] [INFO ] [CONFIGURE ] BP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:12:49.502899] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:12:49.620632] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:49.738562] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:49.856072] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:49.975773] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:50.096948] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:50.220369] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:12:50.340411] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:12:50.462472] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:12:50.606453] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:12:50.753536] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:50.753730] [INFO ] [CONFIGURE ] BP: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:12:50.753790] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.4s/test | Remaining: 1632 tests
[2025-10-14T23:12:50.753836] [INFO ] [CONFIGURE ] BP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:12:50.753895] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:12:50.895134] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:51.024156] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:51.150106] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:51.275055] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:51.407433] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:51.533388] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:51.656939] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:51.780589] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:51.906626] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:52.032550] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:52.032911] [INFO ] [CONFIGURE ] BP: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T23:12:52.032966] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.4s/test | Remaining: 1631 tests
[2025-10-14T23:12:52.033001] [INFO ] [CONFIGURE ] BP: Testing feature 3/29: add_daily_returns
[2025-10-14T23:12:52.033032] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:12:52.158585] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:52.281446] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:12:52.404066] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:52.530007] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:52.661403] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:52.788086] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:12:52.915399] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:53.042829] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:53.172134] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:53.309691] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:53.309879] [INFO ] [CONFIGURE ] BP: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:12:53.309927] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.4s/test | Remaining: 1630 tests
[2025-10-14T23:12:53.309963] [INFO ] [CONFIGURE ] BP: Testing feature 4/29: add_ema
[2025-10-14T23:12:53.309995] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:12:53.462847] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:53.655502] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:53.849053] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:12:54.023514] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:54.217693] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:54.399779] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:54.563874] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:54.709616] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:54.860080] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:55.007177] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:55.007361] [INFO ] [CONFIGURE ] BP: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:12:55.007413] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.4s/test | Remaining: 1629 tests
[2025-10-14T23:12:55.007449] [INFO ] [CONFIGURE ] BP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:12:55.007481] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:12:55.170285] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:55.318865] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:55.464967] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:55.612573] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:55.764381] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:55.914579] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:56.062440] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:56.213068] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:56.363091] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:56.511848] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:56.512014] [INFO ] [CONFIGURE ] BP: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:12:56.512058] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.4s/test | Remaining: 1628 tests
[2025-10-14T23:12:56.512093] [INFO ] [CONFIGURE ] BP: Testing feature 6/29: add_failed_moves
[2025-10-14T23:12:56.512125] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:12:56.665825] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:56.818494] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:56.970461] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:57.124713] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:57.283273] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:57.442325] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:57.597840] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:57.753823] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:57.910239] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:58.066586] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:58.066771] [INFO ] [CONFIGURE ] BP: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:12:58.066821] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1627 tests
[2025-10-14T23:12:58.066857] [INFO ] [CONFIGURE ] BP: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:12:58.066888] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:12:58.220400] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:58.382381] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:12:58.539363] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:12:58.694145] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:12:58.848801] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:12:59.004634] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:12:59.163960] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:12:59.323106] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:12:59.476535] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:12:59.625822] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:12:59.625987] [INFO ] [CONFIGURE ] BP: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:12:59.626030] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1626 tests
[2025-10-14T23:12:59.626065] [INFO ] [CONFIGURE ] BP: Testing feature 8/29: add_macd
[2025-10-14T23:12:59.626097] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:12:59.805484] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:12:59.976180] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:13:00.146136] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:00.317106] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:00.495107] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:13:00.663523] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:00.838784] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:01.020287] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:01.198421] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:01.391819] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:01.392016] [INFO ] [CONFIGURE ] BP: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:13:01.392066] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1625 tests
[2025-10-14T23:13:01.392128] [INFO ] [CONFIGURE ] BP: Testing feature 9/29: add_mfi
[2025-10-14T23:13:01.392163] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:13:01.582510] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:01.772682] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:13:01.954538] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:02.142615] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:02.337213] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:02.558035] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:02.729720] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:13:02.903170] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:03.077898] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:03.252670] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:03.252874] [INFO ] [CONFIGURE ] BP: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:13:03.252920] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1624 tests
[2025-10-14T23:13:03.252955] [INFO ] [CONFIGURE ] BP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:13:03.252987] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:13:03.443399] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:03.630256] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:03.819854] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:04.016147] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:04.210244] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:04.404462] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:04.614867] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:13:04.812338] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:05.009735] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:13:05.205921] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:05.206146] [INFO ] [CONFIGURE ] BP: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:13:05.206213] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1623 tests
[2025-10-14T23:13:05.206265] [INFO ] [CONFIGURE ] BP: Testing feature 11/29: add_obv_daily
[2025-10-14T23:13:05.206323] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:13:05.383103] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:05.553945] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:05.721637] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:05.895597] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:06.059608] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:06.223860] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:06.392480] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:13:06.559063] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:06.727347] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:06.895348] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:06.895514] [INFO ] [CONFIGURE ] BP: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:13:06.895559] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.4s/test | Remaining: 1622 tests
[2025-10-14T23:13:06.895594] [INFO ] [CONFIGURE ] BP: Testing feature 12/29: add_obv_interval
[2025-10-14T23:13:06.895626] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:13:07.060205] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:07.237560] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:13:07.398543] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:07.566838] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:07.743053] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:07.908229] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:08.073507] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:13:08.242983] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:08.409122] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:08.579730] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:08.579934] [INFO ] [CONFIGURE ] BP: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:13:08.579981] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1621 tests
[2025-10-14T23:13:08.580017] [INFO ] [CONFIGURE ] BP: Testing feature 13/29: add_opening_strength
[2025-10-14T23:13:08.580049] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:13:08.753417] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:08.925695] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:09.099231] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:09.278911] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:09.456689] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:09.632244] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:09.845398] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:10.020502] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:10.201447] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:10.384018] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:10.384220] [INFO ] [CONFIGURE ] BP: KEPT add_opening_strength (score: 90.00%)
[2025-10-14T23:13:10.384269] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1620 tests
[2025-10-14T23:13:10.384306] [INFO ] [CONFIGURE ] BP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:13:10.384359] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-14T23:13:10.585255] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:10.805583] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:11.008608] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:11.203732] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:11.400805] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:11.594593] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:11.799847] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:11.994843] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:12.191441] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:12.388584] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:12.388809] [INFO ] [CONFIGURE ] BP: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-14T23:13:12.388873] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1619 tests
[2025-10-14T23:13:12.388912] [INFO ] [CONFIGURE ] BP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:13:12.388946] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-14T23:13:12.567674] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:12.740182] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:13:12.912747] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:13.091008] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:13.263817] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:13.437804] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:13.612407] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:13.788905] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:13.971773] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:14.163849] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:14.164025] [INFO ] [CONFIGURE ] BP: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:13:14.164076] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1618 tests
[2025-10-14T23:13:14.164111] [INFO ] [CONFIGURE ] BP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:13:14.164143] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-14T23:13:14.366863] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:14.555515] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:14.754715] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:14.945540] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:15.134520] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:15.326914] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:15.525454] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:15.716090] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:15.939160] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:16.136811] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:16.137001] [INFO ] [CONFIGURE ] BP: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-14T23:13:16.137048] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1617 tests
[2025-10-14T23:13:16.137084] [INFO ] [CONFIGURE ] BP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:13:16.137172] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-14T23:13:16.327190] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:16.519575] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:16.716909] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:16.911866] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:17.119751] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:17.313295] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:17.515748] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:17.731086] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:17.933870] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:18.143898] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:18.144087] [INFO ] [CONFIGURE ] BP: DISCARDED add_pbf_return_2d (score: 90.00%)
[2025-10-14T23:13:18.144150] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1616 tests
[2025-10-14T23:13:18.144189] [INFO ] [CONFIGURE ] BP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:13:18.144222] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-14T23:13:18.327166] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:18.514620] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:18.689007] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:18.863191] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:19.049604] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:19.227439] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:19.405007] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:19.609880] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:19.825761] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:20.029497] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:20.029744] [INFO ] [CONFIGURE ] BP: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-14T23:13:20.029806] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.4s/test | Remaining: 1615 tests
[2025-10-14T23:13:20.029870] [INFO ] [CONFIGURE ] BP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:13:20.029979] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-14T23:13:20.239459] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:20.436761] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:20.636161] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:20.822689] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:21.001274] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:21.201921] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:21.405451] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:21.590280] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:21.768454] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:21.982951] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:21.983122] [INFO ] [CONFIGURE ] BP: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-14T23:13:21.983166] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.4s/test | Remaining: 1614 tests
[2025-10-14T23:13:21.983201] [INFO ] [CONFIGURE ] BP: Testing feature 20/29: add_price_rejection
[2025-10-14T23:13:21.983232] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-14T23:13:22.168401] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:22.355275] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:22.541890] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:22.724288] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:22.915865] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:23.091871] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:23.272377] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:23.449335] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:23.631875] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:23.816597] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:23.816790] [INFO ] [CONFIGURE ] BP: DISCARDED add_price_rejection (score: 90.00%)
[2025-10-14T23:13:23.816843] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.4s/test | Remaining: 1613 tests
[2025-10-14T23:13:23.816880] [INFO ] [CONFIGURE ] BP: Testing feature 21/29: add_range_position
[2025-10-14T23:13:23.816913] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-14T23:13:24.006939] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:24.198389] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:13:24.400390] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:24.607886] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:24.810493] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:25.037308] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:25.236569] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:25.444347] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:25.650257] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:25.865200] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:25.865401] [INFO ] [CONFIGURE ] BP: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:13:25.865459] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.4s/test | Remaining: 1612 tests
[2025-10-14T23:13:25.865497] [INFO ] [CONFIGURE ] BP: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:13:25.865532] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-14T23:13:26.091744] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:26.301028] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:26.515599] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:26.738456] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:26.953739] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:27.170167] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:27.382349] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:27.597123] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:27.815840] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:28.070264] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:28.070501] [INFO ] [CONFIGURE ] BP: DISCARDED add_realized_volatility (score: 90.00%)
[2025-10-14T23:13:28.070556] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.4s/test | Remaining: 1611 tests
[2025-10-14T23:13:28.070592] [INFO ] [CONFIGURE ] BP: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:13:28.070625] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-14T23:13:28.257284] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:28.445139] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:28.627500] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:28.811491] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:29.000722] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:29.194023] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:29.382487] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:29.568968] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:29.753609] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:29.936224] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:29.936401] [INFO ] [CONFIGURE ] BP: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-14T23:13:29.936446] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.4s/test | Remaining: 1610 tests
[2025-10-14T23:13:29.936533] [INFO ] [CONFIGURE ] BP: Testing feature 24/29: add_rsi
[2025-10-14T23:13:29.936588] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-14T23:13:30.137911] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:30.338223] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:30.543892] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:30.767119] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:30.980956] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:31.183808] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:31.386816] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:31.590065] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:31.803969] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:32.012158] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:32.012353] [INFO ] [CONFIGURE ] BP: DISCARDED add_rsi (score: 90.00%)
[2025-10-14T23:13:32.012401] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1609 tests
[2025-10-14T23:13:32.012437] [INFO ] [CONFIGURE ] BP: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:13:32.012471] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-14T23:13:32.195844] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:32.374630] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:32.552584] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:32.733994] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:32.914336] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:33.095255] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:33.278160] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:33.462460] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:33.647774] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:33.836195] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:33.836358] [INFO ] [CONFIGURE ] BP: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:13:33.836404] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1608 tests
[2025-10-14T23:13:33.836439] [INFO ] [CONFIGURE ] BP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:13:33.836472] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-14T23:13:34.019829] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:34.207206] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:34.392403] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:34.584419] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:34.769694] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:34.954114] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:35.138336] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:35.322813] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:35.509109] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:35.696564] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:35.696782] [INFO ] [CONFIGURE ] BP: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-14T23:13:35.696845] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1607 tests
[2025-10-14T23:13:35.696883] [INFO ] [CONFIGURE ] BP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:13:35.696915] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-14T23:13:35.886881] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:36.075001] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:36.265139] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:36.453924] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:36.644513] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:13:36.835172] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:37.031240] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:13:37.222089] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:37.420387] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:37.615003] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:37.615184] [INFO ] [CONFIGURE ] BP: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:13:37.615229] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1606 tests
[2025-10-14T23:13:37.615264] [INFO ] [CONFIGURE ] BP: Testing feature 28/29: add_volume_profile
[2025-10-14T23:13:37.615296] [INFO ] [CONFIGURE ] BP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-14T23:13:37.800109] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:37.984349] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:13:38.177551] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:38.363964] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:13:38.581131] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:38.780607] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:13:38.967368] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:13:39.157507] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:39.349421] [DEBUG] [FORECASTER] BP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:13:39.539311] [DEBUG] [FORECASTER] BP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:13:39.539474] [INFO ] [CONFIGURE ] BP: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-14T23:13:39.539519] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1605 tests
[2025-10-14T23:13:39.539598] [INFO ] [CONFIGURE ] BP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:13:39.539675] [INFO ] [CONFIGURE ] BP: Best accuracy: 90.00%
[2025-10-14T23:13:39.539729] [INFO ] [CONFIGURE ] BP: Best feature set (5 features): ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:13:39.539762] [INFO ] [CONFIGURE ] BP: Improvement over baseline: 40.00%
[2025-10-14T23:13:39.539790] [INFO ] [CONFIGURE ] BP: Total time: 50.0 seconds
[2025-10-14T23:13:39.539817] [INFO ] [CONFIGURE ] BP: Average time per feature: 1.8 seconds
[2025-10-14T23:13:39.539845] [INFO ] [CONFIGURE ] BP: Average speed: 0.58 features/sec
[2025-10-14T23:13:39.540358] [INFO ] [LOCAL     ] Saved configuration for BP: 5 features, 90.00% accuracy -> ./output/feature-sets/BP.json
[2025-10-14T23:13:39.540425] [INFO ] [CONFIGURE ] BP: Configuration saved successfully: 5 features, 90.00% accuracy.
[2025-10-14T23:13:39.540533] [INFO ] [sig       ] [41/96] Successfully configured BP | 0.02 sym/s | Total: 29.3m | ETA: 39.3m
[2025-10-14T23:13:39.540600] [INFO ] [sig       ] [42/96] Configuring BTCM...
[2025-10-14T23:13:39.540659] [INFO ] [CONFIGURE ] BTCM: Configurate test run.
[2025-10-14T23:13:39.540717] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTCM' from 'https://tdm.silogroup.org/data/derivative_storage/BTCM.csv'.
[2025-10-14T23:13:39.552604] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTCM'.
[2025-10-14T23:13:39.552972] [INFO ] [CONFIGURE ] BTCM: Testing with 29 available features
[2025-10-14T23:13:39.553028] [INFO ] [CONFIGURE ] BTCM: Establishing baseline with no features...
[2025-10-14T23:13:39.661155] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:39.776225] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:13:39.887383] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:39.999269] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:40.147321] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:40.260420] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:40.375460] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:40.506309] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:40.621105] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:40.740753] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:40.740899] [INFO ] [CONFIGURE ] BTCM: Baseline score (no features): 50.00%
[2025-10-14T23:13:40.740943] [INFO ] [CONFIGURE ] BTCM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:13:40.740974] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:13:40.860272] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:40.981160] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:41.103814] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:41.228236] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:41.355764] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:41.479245] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:41.605319] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:41.734116] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:41.860577] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:41.987024] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:41.987204] [INFO ] [CONFIGURE ] BTCM: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:13:41.987248] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1604 tests
[2025-10-14T23:13:41.987281] [INFO ] [CONFIGURE ] BTCM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:13:41.987312] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:13:42.126434] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:42.264026] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:42.403590] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:42.543583] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:42.683043] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:42.823765] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:42.970069] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:43.113206] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:43.255478] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:43.399388] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:43.399548] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T23:13:43.399593] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1603 tests
[2025-10-14T23:13:43.399627] [INFO ] [CONFIGURE ] BTCM: Testing feature 3/29: add_daily_returns
[2025-10-14T23:13:43.399694] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:13:43.524334] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:43.650614] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:43.781773] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:43.909982] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:44.042831] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:44.172986] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:44.303922] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:44.437609] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:44.593059] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:44.742552] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:13:44.742740] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:13:44.742798] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1602 tests
[2025-10-14T23:13:44.742835] [INFO ] [CONFIGURE ] BTCM: Testing feature 4/29: add_ema
[2025-10-14T23:13:44.742868] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:13:44.897662] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:45.038392] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:45.188154] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:45.348844] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:45.493994] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:45.640353] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:45.791869] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:45.971383] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:46.146439] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:46.322206] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:13:46.322425] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:13:46.322510] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1601 tests
[2025-10-14T23:13:46.322592] [INFO ] [CONFIGURE ] BTCM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:13:46.322666] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:13:46.530080] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:13:46.750013] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:46.920454] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:47.078773] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:47.250717] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:47.428877] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:47.580869] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:47.732252] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:47.881781] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:48.032501] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:13:48.032764] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:13:48.032823] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1600 tests
[2025-10-14T23:13:48.032908] [INFO ] [CONFIGURE ] BTCM: Testing feature 6/29: add_failed_moves
[2025-10-14T23:13:48.032949] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:13:48.164082] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:48.296924] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:48.427272] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:48.562690] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:48.696830] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:48.832811] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:48.966030] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:49.101024] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:49.269265] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:49.401406] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:49.401587] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:13:49.401632] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1599 tests
[2025-10-14T23:13:49.401705] [INFO ] [CONFIGURE ] BTCM: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:13:49.401748] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:13:49.521579] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:49.644233] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:49.765728] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:49.884881] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:50.005183] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:50.127050] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:50.253334] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:50.383950] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:50.513326] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:50.643065] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:50.643229] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:13:50.643274] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1598 tests
[2025-10-14T23:13:50.643309] [INFO ] [CONFIGURE ] BTCM: Testing feature 8/29: add_macd
[2025-10-14T23:13:50.643341] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:13:50.799166] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:13:50.956288] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:51.117060] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:51.282953] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:51.441980] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:51.601117] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:51.768304] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:51.928593] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:52.091319] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:52.256805] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:13:52.257007] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:13:52.257055] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1597 tests
[2025-10-14T23:13:52.257089] [INFO ] [CONFIGURE ] BTCM: Testing feature 9/29: add_mfi
[2025-10-14T23:13:52.257122] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:13:52.411630] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:52.546750] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:52.685540] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:52.835163] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:52.998784] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:53.151073] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:53.306897] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:53.454076] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:13:53.610809] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:53.777284] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:53.778230] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:13:53.778293] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1596 tests
[2025-10-14T23:13:53.778350] [INFO ] [CONFIGURE ] BTCM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:13:53.778410] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:13:53.943456] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:54.110586] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:54.269271] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:54.428763] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:54.579794] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:54.732591] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:54.889556] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:55.041800] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:55.197054] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:55.351851] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:55.352083] [INFO ] [CONFIGURE ] BTCM: KEPT add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:13:55.352142] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1595 tests
[2025-10-14T23:13:55.352181] [INFO ] [CONFIGURE ] BTCM: Testing feature 11/29: add_obv_daily
[2025-10-14T23:13:55.352215] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:13:55.516048] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:55.676316] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:55.845504] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:56.017555] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:56.186294] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:56.353794] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:56.520675] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:56.687336] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:56.853935] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:57.028772] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:57.028968] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:13:57.029016] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1594 tests
[2025-10-14T23:13:57.029091] [INFO ] [CONFIGURE ] BTCM: Testing feature 12/29: add_obv_interval
[2025-10-14T23:13:57.029146] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T23:13:57.197726] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:57.354122] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:57.508711] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:57.665907] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:57.826135] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:57.989166] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:13:58.169976] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:13:58.356560] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:13:58.545311] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:13:58.737487] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:13:58.737705] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:13:58.737776] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1593 tests
[2025-10-14T23:13:58.737827] [INFO ] [CONFIGURE ] BTCM: Testing feature 13/29: add_opening_strength
[2025-10-14T23:13:58.737905] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:13:58.932521] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:13:59.128036] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:13:59.302114] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:13:59.469964] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:13:59.644625] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:13:59.830843] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:00.001539] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:00.174923] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:00.351134] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:00.523549] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:00.523746] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:14:00.523801] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1592 tests
[2025-10-14T23:14:00.523837] [INFO ] [CONFIGURE ] BTCM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:14:00.523868] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:14:00.694723] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:00.864178] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:01.032971] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:01.203566] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:01.389462] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:01.565533] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:01.750468] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:01.934567] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:02.121344] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:02.300102] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:02.300276] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:14:02.300319] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1591 tests
[2025-10-14T23:14:02.300355] [INFO ] [CONFIGURE ] BTCM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:14:02.300388] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-14T23:14:02.466564] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:02.633324] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:02.794295] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:02.955080] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:03.112978] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:03.271796] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:03.428947] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:03.588674] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:03.755442] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:03.917873] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:03.918061] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:14:03.918125] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1590 tests
[2025-10-14T23:14:03.918165] [INFO ] [CONFIGURE ] BTCM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:14:03.918197] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-14T23:14:04.081122] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:04.243385] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:04.407033] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:04.587704] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:04.753422] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:04.920575] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:05.088387] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:05.255811] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:05.426710] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:05.597130] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:05.597349] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:14:05.597414] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1589 tests
[2025-10-14T23:14:05.597489] [INFO ] [CONFIGURE ] BTCM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:14:05.597543] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-14T23:14:05.755372] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:05.908677] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:06.067066] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:06.221955] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:06.383502] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:06.556728] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:06.719940] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:06.881361] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:07.042590] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:07.209181] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:07.209382] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:14:07.209457] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1588 tests
[2025-10-14T23:14:07.209515] [INFO ] [CONFIGURE ] BTCM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:14:07.209551] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-14T23:14:07.363062] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:07.558591] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:07.712289] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:07.867102] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:08.022554] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:08.181365] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:08.338435] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:08.500049] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:08.657883] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:08.817591] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:08.817831] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:14:08.817897] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1587 tests
[2025-10-14T23:14:08.817960] [INFO ] [CONFIGURE ] BTCM: Testing feature 20/29: add_price_rejection
[2025-10-14T23:14:08.818017] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-14T23:14:08.980280] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:09.148477] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:09.318279] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:09.484954] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:09.651163] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:09.836723] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:10.019184] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:10.201024] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:10.372960] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:10.549504] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:10.549694] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:14:10.549778] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1586 tests
[2025-10-14T23:14:10.549844] [INFO ] [CONFIGURE ] BTCM: Testing feature 21/29: add_range_position
[2025-10-14T23:14:10.549885] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-14T23:14:10.720847] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:10.893112] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:11.064821] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:11.230491] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:11.401031] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:11.567225] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:11.732801] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:11.915987] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:12.093274] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:12.266189] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:12.266424] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:14:12.266483] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1585 tests
[2025-10-14T23:14:12.266519] [INFO ] [CONFIGURE ] BTCM: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:14:12.266551] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-14T23:14:12.453185] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:12.644355] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:12.829328] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:13.016411] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:13.202951] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:13.399895] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:13.602052] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:13.817280] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:14.013901] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:14.209481] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:14.209635] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:14:14.209747] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1584 tests
[2025-10-14T23:14:14.209789] [INFO ] [CONFIGURE ] BTCM: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:14:14.209821] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-14T23:14:14.368168] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:14.528163] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:14.688489] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:14.840916] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:15.003164] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:15.163400] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:15.318872] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:15.481337] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:14:15.646355] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:15.813626] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:15.813796] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:14:15.813845] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1583 tests
[2025-10-14T23:14:15.813880] [INFO ] [CONFIGURE ] BTCM: Testing feature 24/29: add_rsi
[2025-10-14T23:14:15.813912] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-14T23:14:15.986518] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:16.159912] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:16.334870] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:16.513454] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:16.702578] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:16.877044] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:17.056508] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:17.229546] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:17.407548] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:17.604745] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:17.604906] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:14:17.604949] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1582 tests
[2025-10-14T23:14:17.604984] [INFO ] [CONFIGURE ] BTCM: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:14:17.605016] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-14T23:14:17.753733] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:17.903491] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:18.054196] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:18.205291] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:18.363074] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:18.514421] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:18.667030] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:18.837528] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:14:19.026114] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:19.218883] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:19.219102] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:14:19.219190] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1581 tests
[2025-10-14T23:14:19.219261] [INFO ] [CONFIGURE ] BTCM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:14:19.219333] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-14T23:14:19.383805] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:19.534363] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:19.722073] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:19.900846] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:20.058963] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:20.218127] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:20.370343] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:14:20.523736] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:14:20.678829] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:20.833560] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:20.833741] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:14:20.833796] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1580 tests
[2025-10-14T23:14:20.833836] [INFO ] [CONFIGURE ] BTCM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:14:20.833868] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-14T23:14:20.993764] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:21.157536] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:21.326324] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:21.493838] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:21.658781] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:21.825293] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:21.996168] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:22.169923] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:22.348527] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:22.523607] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:14:22.523875] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:14:22.523965] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1579 tests
[2025-10-14T23:14:22.524046] [INFO ] [CONFIGURE ] BTCM: Testing feature 28/29: add_volume_profile
[2025-10-14T23:14:22.524119] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-14T23:14:22.693985] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:22.853053] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:23.017225] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:23.180722] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:23.340714] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:23.503255] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:23.667759] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:23.829891] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:23.992988] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:24.171359] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:24.171535] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:14:24.171581] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1578 tests
[2025-10-14T23:14:24.171618] [INFO ] [CONFIGURE ] BTCM: Testing feature 29/29: add_vwap
[2025-10-14T23:14:24.171683] [INFO ] [CONFIGURE ] BTCM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-14T23:14:24.335113] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:24.499322] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:24.662891] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:24.824001] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:14:24.987908] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:25.150359] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:14:25.310609] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:14:25.473067] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:14:25.632956] [DEBUG] [FORECASTER] BTCM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:25.799860] [DEBUG] [FORECASTER] BTCM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:25.800018] [INFO ] [CONFIGURE ] BTCM: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:14:25.800063] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1577 tests
[2025-10-14T23:14:25.800100] [INFO ] [CONFIGURE ] BTCM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:14:25.800129] [INFO ] [CONFIGURE ] BTCM: Best accuracy: 70.00%
[2025-10-14T23:14:25.800161] [INFO ] [CONFIGURE ] BTCM: Best feature set (3 features): ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:14:25.800190] [INFO ] [CONFIGURE ] BTCM: Improvement over baseline: 20.00%
[2025-10-14T23:14:25.800216] [INFO ] [CONFIGURE ] BTCM: Total time: 45.1 seconds
[2025-10-14T23:14:25.800244] [INFO ] [CONFIGURE ] BTCM: Average time per feature: 1.6 seconds
[2025-10-14T23:14:25.800272] [INFO ] [CONFIGURE ] BTCM: Average speed: 0.64 features/sec
[2025-10-14T23:14:25.800812] [INFO ] [LOCAL     ] Saved configuration for BTCM: 3 features, 70.00% accuracy -> ./output/feature-sets/BTCM.json
[2025-10-14T23:14:25.800873] [INFO ] [CONFIGURE ] BTCM: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-14T23:14:25.800970] [INFO ] [sig       ] [42/96] Successfully configured BTCM | 0.02 sym/s | Total: 30.1m | ETA: 38.6m
[2025-10-14T23:14:25.801037] [INFO ] [sig       ] [43/96] Configuring CCS...
[2025-10-14T23:14:25.801077] [INFO ] [CONFIGURE ] CCS: Configurate test run.
[2025-10-14T23:14:25.801108] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCS' from 'https://tdm.silogroup.org/data/derivative_storage/CCS.csv'.
[2025-10-14T23:14:25.813120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCS'.
[2025-10-14T23:14:25.813452] [INFO ] [CONFIGURE ] CCS: Testing with 29 available features
[2025-10-14T23:14:25.813510] [INFO ] [CONFIGURE ] CCS: Establishing baseline with no features...
[2025-10-14T23:14:25.917899] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:26.017827] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:14:26.117839] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:26.221730] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:14:26.323335] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:14:26.424598] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:14:26.530035] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:26.632600] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:26.735928] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:26.835136] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:26.835275] [INFO ] [CONFIGURE ] CCS: Baseline score (no features): 40.00%
[2025-10-14T23:14:26.835318] [INFO ] [CONFIGURE ] CCS: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:14:26.835350] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:14:26.943180] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:27.054392] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:27.165533] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:27.276227] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:27.384969] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:27.494878] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:27.610046] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:27.725532] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:27.840420] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:27.956482] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:27.956690] [INFO ] [CONFIGURE ] CCS: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-14T23:14:27.956752] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1576 tests
[2025-10-14T23:14:27.956789] [INFO ] [CONFIGURE ] CCS: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:14:27.956821] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:14:28.093732] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:28.226348] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:28.358863] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:28.488086] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:14:28.622207] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:28.792976] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:28.929156] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:29.066113] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:14:29.206148] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:29.344930] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:29.345100] [INFO ] [CONFIGURE ] CCS: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:14:29.345151] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1575 tests
[2025-10-14T23:14:29.345185] [INFO ] [CONFIGURE ] CCS: Testing feature 3/29: add_daily_returns
[2025-10-14T23:14:29.345216] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:14:29.462718] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:29.582631] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:29.703714] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:29.826039] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:29.945802] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:30.065982] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:30.190950] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:30.313065] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:30.438539] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:30.560690] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:30.560850] [INFO ] [CONFIGURE ] CCS: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:14:30.560894] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1574 tests
[2025-10-14T23:14:30.560930] [INFO ] [CONFIGURE ] CCS: Testing feature 4/29: add_ema
[2025-10-14T23:14:30.560961] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:14:30.693334] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:30.826529] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:30.961324] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:31.096615] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:31.231215] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:31.366132] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:31.503628] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:31.641723] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:31.787260] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:31.921926] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:31.922086] [INFO ] [CONFIGURE ] CCS: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:14:31.922131] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1573 tests
[2025-10-14T23:14:31.922166] [INFO ] [CONFIGURE ] CCS: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:14:31.922197] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:14:32.059746] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:32.198076] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:32.338272] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:32.478719] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:32.623092] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:32.778294] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:32.925568] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:33.074355] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:33.222822] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:33.377450] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:33.377691] [INFO ] [CONFIGURE ] CCS: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:14:33.377757] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1572 tests
[2025-10-14T23:14:33.377796] [INFO ] [CONFIGURE ] CCS: Testing feature 6/29: add_failed_moves
[2025-10-14T23:14:33.377830] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:14:33.508740] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:33.636768] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:33.763824] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:33.894331] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:34.021605] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:34.149345] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:34.276552] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:34.404863] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:34.528196] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:34.650021] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:34.650190] [INFO ] [CONFIGURE ] CCS: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:14:34.650235] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1571 tests
[2025-10-14T23:14:34.650271] [INFO ] [CONFIGURE ] CCS: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:14:34.650304] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:14:34.762966] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:34.883705] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:34.996759] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:35.107625] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:35.221385] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:35.334290] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:35.448797] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:35.563760] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:35.681412] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:35.797712] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:35.797852] [INFO ] [CONFIGURE ] CCS: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:14:35.797895] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1570 tests
[2025-10-14T23:14:35.797929] [INFO ] [CONFIGURE ] CCS: Testing feature 8/29: add_macd
[2025-10-14T23:14:35.798001] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:14:35.965196] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:36.112726] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:36.266309] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:36.416343] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:36.568610] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:36.736429] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:36.894359] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:37.066518] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:37.224137] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:14:37.388525] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:37.388706] [INFO ] [CONFIGURE ] CCS: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:14:37.388767] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1569 tests
[2025-10-14T23:14:37.388805] [INFO ] [CONFIGURE ] CCS: Testing feature 9/29: add_mfi
[2025-10-14T23:14:37.388836] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:14:37.524200] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:37.659551] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:37.804090] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:37.937104] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:38.201506] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:38.333902] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:38.473592] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:38.628726] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:38.799210] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:38.973495] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:38.973819] [INFO ] [CONFIGURE ] CCS: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:14:38.973892] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1568 tests
[2025-10-14T23:14:38.973968] [INFO ] [CONFIGURE ] CCS: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:14:38.974019] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:14:39.163319] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:39.362304] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:39.558937] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:39.712577] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:39.867439] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:40.012067] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:40.158374] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:40.306753] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:40.455171] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:40.608231] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:40.608390] [INFO ] [CONFIGURE ] CCS: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:14:40.608435] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1567 tests
[2025-10-14T23:14:40.608475] [INFO ] [CONFIGURE ] CCS: Testing feature 11/29: add_obv_daily
[2025-10-14T23:14:40.608512] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:14:40.729471] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:40.853931] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:40.974420] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:41.099627] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:41.224738] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:41.352087] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:41.475080] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:41.616520] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:41.743015] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:41.868622] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:41.868826] [INFO ] [CONFIGURE ] CCS: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:14:41.868877] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1566 tests
[2025-10-14T23:14:41.868913] [INFO ] [CONFIGURE ] CCS: Testing feature 12/29: add_obv_interval
[2025-10-14T23:14:41.868944] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:14:41.989390] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:42.108759] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:42.228840] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:42.415689] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:14:42.538155] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:42.659787] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:42.784210] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:42.912837] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:43.038240] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:43.160672] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:43.160845] [INFO ] [CONFIGURE ] CCS: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:14:43.160890] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1565 tests
[2025-10-14T23:14:43.160925] [INFO ] [CONFIGURE ] CCS: Testing feature 13/29: add_opening_strength
[2025-10-14T23:14:43.160957] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:14:43.289548] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:43.417501] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:43.548064] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:43.681543] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:14:43.818457] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:43.976741] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:44.109224] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:44.246195] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:44.394037] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:14:44.534972] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:44.535135] [INFO ] [CONFIGURE ] CCS: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:14:44.535180] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1564 tests
[2025-10-14T23:14:44.535215] [INFO ] [CONFIGURE ] CCS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:14:44.535247] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:14:44.672050] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:44.816523] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:44.950772] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:45.106087] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:14:45.241395] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:45.383513] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:45.524544] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:45.664746] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:14:45.811477] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:45.954071] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:45.954219] [INFO ] [CONFIGURE ] CCS: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:14:45.954262] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1563 tests
[2025-10-14T23:14:45.954297] [INFO ] [CONFIGURE ] CCS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:14:45.954329] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:14:46.072398] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:46.193300] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:46.313751] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:46.431519] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:46.550321] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:46.669633] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:46.788944] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:46.923319] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:47.054774] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:47.187905] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:47.188094] [INFO ] [CONFIGURE ] CCS: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:14:47.188145] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1562 tests
[2025-10-14T23:14:47.188181] [INFO ] [CONFIGURE ] CCS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:14:47.188212] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-14T23:14:47.316155] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:47.447867] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:47.579847] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:47.720322] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:47.849067] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:47.979907] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:48.117882] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:48.249487] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:14:48.381504] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:14:48.514962] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:48.515148] [INFO ] [CONFIGURE ] CCS: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:14:48.515212] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1561 tests
[2025-10-14T23:14:48.515256] [INFO ] [CONFIGURE ] CCS: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:14:48.515290] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-14T23:14:48.642884] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:14:48.776936] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:48.906946] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:49.036095] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:49.166190] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:49.297808] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:49.439528] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:49.575188] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:14:49.708477] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:49.843410] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:49.843559] [INFO ] [CONFIGURE ] CCS: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:14:49.843602] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1560 tests
[2025-10-14T23:14:49.843638] [INFO ] [CONFIGURE ] CCS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:14:49.843719] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-14T23:14:49.966574] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:50.084438] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:50.207135] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:50.325704] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:50.453382] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:50.574336] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:50.694755] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:50.816827] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:50.941497] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:51.066077] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:51.066256] [INFO ] [CONFIGURE ] CCS: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:14:51.066348] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1559 tests
[2025-10-14T23:14:51.066392] [INFO ] [CONFIGURE ] CCS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:14:51.066425] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-14T23:14:51.185275] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:51.302676] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:51.421590] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:51.540831] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:51.664962] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:51.790982] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:51.910538] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:52.031690] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:52.153046] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:52.276150] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:52.276315] [INFO ] [CONFIGURE ] CCS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:14:52.276359] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1558 tests
[2025-10-14T23:14:52.276393] [INFO ] [CONFIGURE ] CCS: Testing feature 20/29: add_price_rejection
[2025-10-14T23:14:52.276424] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-14T23:14:52.406187] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:52.534777] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:52.667740] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:52.797362] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:52.931920] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:53.082148] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:53.211015] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:53.342059] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:53.473838] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:53.612700] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:53.612862] [INFO ] [CONFIGURE ] CCS: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:14:53.612906] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1557 tests
[2025-10-14T23:14:53.612939] [INFO ] [CONFIGURE ] CCS: Testing feature 21/29: add_range_position
[2025-10-14T23:14:53.612970] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-14T23:14:53.758907] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:53.902297] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:54.046838] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:54.197289] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:54.342345] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:54.485843] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:54.631962] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:54.780044] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:14:54.929925] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:55.080594] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:55.080807] [INFO ] [CONFIGURE ] CCS: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:14:55.080868] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1556 tests
[2025-10-14T23:14:55.080915] [INFO ] [CONFIGURE ] CCS: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:14:55.080970] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-14T23:14:55.235925] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:55.391158] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:55.547929] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:55.702719] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:55.857496] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:56.012202] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:56.174784] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:56.340433] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:56.501409] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:56.667534] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:56.667763] [INFO ] [CONFIGURE ] CCS: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:14:56.667864] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1555 tests
[2025-10-14T23:14:56.667920] [INFO ] [CONFIGURE ] CCS: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:14:56.667986] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-14T23:14:56.798300] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:56.927614] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:57.056388] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:14:57.186411] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:57.315725] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:57.448568] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:57.588358] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:57.722168] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:57.855968] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:57.990518] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:57.990756] [INFO ] [CONFIGURE ] CCS: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:14:57.990821] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1554 tests
[2025-10-14T23:14:57.990860] [INFO ] [CONFIGURE ] CCS: Testing feature 24/29: add_rsi
[2025-10-14T23:14:57.990893] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T23:14:58.137736] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:58.298053] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:58.455978] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:14:58.609381] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:14:58.764521] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:14:58.913095] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:14:59.063785] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:14:59.216904] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:14:59.375104] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:14:59.532231] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:14:59.532402] [INFO ] [CONFIGURE ] CCS: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:14:59.532447] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1553 tests
[2025-10-14T23:14:59.532481] [INFO ] [CONFIGURE ] CCS: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:14:59.532512] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-14T23:14:59.660959] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:14:59.798845] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:14:59.933162] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:15:00.061280] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:00.200583] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:00.330757] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:00.466420] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:00.599678] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:15:00.731058] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:15:00.862757] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:00.862927] [INFO ] [CONFIGURE ] CCS: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:15:00.862970] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1552 tests
[2025-10-14T23:15:00.863004] [INFO ] [CONFIGURE ] CCS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:15:00.863035] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-14T23:15:00.996353] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:01.126099] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:15:01.265217] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:01.407922] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:01.549193] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:01.683439] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:01.833961] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:01.969979] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:15:02.109780] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:15:02.251188] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:02.251420] [INFO ] [CONFIGURE ] CCS: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:15:02.251486] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1551 tests
[2025-10-14T23:15:02.251525] [INFO ] [CONFIGURE ] CCS: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:15:02.251558] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-14T23:15:02.389565] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:02.527909] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:15:02.665993] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:02.806348] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:02.945326] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:03.091621] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:03.227190] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:03.361917] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:15:03.498853] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:15:03.638871] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:03.639063] [INFO ] [CONFIGURE ] CCS: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:15:03.639109] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1550 tests
[2025-10-14T23:15:03.639145] [INFO ] [CONFIGURE ] CCS: Testing feature 28/29: add_volume_profile
[2025-10-14T23:15:03.639176] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-14T23:15:03.773855] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:03.895351] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:15:04.023247] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:15:04.147369] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:04.269868] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:04.394307] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:04.519424] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:04.655462] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:15:04.788042] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:15:04.924107] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:04.924267] [INFO ] [CONFIGURE ] CCS: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:15:04.924312] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1549 tests
[2025-10-14T23:15:04.924347] [INFO ] [CONFIGURE ] CCS: Testing feature 29/29: add_vwap
[2025-10-14T23:15:04.924380] [INFO ] [CONFIGURE ] CCS: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-14T23:15:05.054574] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:05.186831] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:15:05.320981] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:15:05.455064] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:05.609329] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:05.742043] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:05.870392] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:06.004085] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:15:06.134096] [DEBUG] [FORECASTER] CCS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:15:06.263915] [DEBUG] [FORECASTER] CCS: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:06.264069] [INFO ] [CONFIGURE ] CCS: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:15:06.264113] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1548 tests
[2025-10-14T23:15:06.264150] [INFO ] [CONFIGURE ] CCS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:15:06.264181] [INFO ] [CONFIGURE ] CCS: Best accuracy: 70.00%
[2025-10-14T23:15:06.264213] [INFO ] [CONFIGURE ] CCS: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-14T23:15:06.264242] [INFO ] [CONFIGURE ] CCS: Improvement over baseline: 30.00%
[2025-10-14T23:15:06.264270] [INFO ] [CONFIGURE ] CCS: Total time: 39.4 seconds
[2025-10-14T23:15:06.264299] [INFO ] [CONFIGURE ] CCS: Average time per feature: 1.4 seconds
[2025-10-14T23:15:06.264328] [INFO ] [CONFIGURE ] CCS: Average speed: 0.74 features/sec
[2025-10-14T23:15:06.264800] [INFO ] [LOCAL     ] Saved configuration for CCS: 1 features, 70.00% accuracy -> ./output/feature-sets/CCS.json
[2025-10-14T23:15:06.264861] [INFO ] [CONFIGURE ] CCS: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:15:06.264943] [INFO ] [sig       ] [43/96] Successfully configured CCS | 0.02 sym/s | Total: 30.7m | ETA: 37.9m
[2025-10-14T23:15:06.265001] [INFO ] [sig       ] [44/96] Configuring CGAU...
[2025-10-14T23:15:06.265044] [INFO ] [CONFIGURE ] CGAU: Configurate test run.
[2025-10-14T23:15:06.265076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CGAU' from 'https://tdm.silogroup.org/data/derivative_storage/CGAU.csv'.
[2025-10-14T23:15:06.277020] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CGAU'.
[2025-10-14T23:15:06.277347] [INFO ] [CONFIGURE ] CGAU: Testing with 29 available features
[2025-10-14T23:15:06.277402] [INFO ] [CONFIGURE ] CGAU: Establishing baseline with no features...
[2025-10-14T23:15:06.385055] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:06.484011] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:06.585456] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:06.689060] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:06.793397] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:06.903475] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.013328] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:07.116631] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:07.220014] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.324666] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.324821] [INFO ] [CONFIGURE ] CGAU: Baseline score (no features): 60.00%
[2025-10-14T23:15:07.324865] [INFO ] [CONFIGURE ] CGAU: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:15:07.324899] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:15:07.438150] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.552307] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:07.667426] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.784850] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:07.899603] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:08.026602] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:08.144534] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:08.263146] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:08.414847] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:08.536669] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:08.536813] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:15:08.536858] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1547 tests
[2025-10-14T23:15:08.536892] [INFO ] [CONFIGURE ] CGAU: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:15:08.536924] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:15:08.655444] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:08.776401] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:08.894944] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:09.014196] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:09.134684] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:09.257224] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:15:09.384988] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:09.507295] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:09.629235] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:09.750927] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:09.751116] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:15:09.751166] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1546 tests
[2025-10-14T23:15:09.751201] [INFO ] [CONFIGURE ] CGAU: Testing feature 3/29: add_daily_returns
[2025-10-14T23:15:09.751232] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_daily_returns']
[2025-10-14T23:15:09.854162] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:09.957230] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:10.061290] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:10.170937] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:10.280730] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:10.426042] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:10.537460] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:10.650296] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:10.764035] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:10.878830] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:10.878984] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:15:10.879030] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1545 tests
[2025-10-14T23:15:10.879065] [INFO ] [CONFIGURE ] CGAU: Testing feature 4/29: add_ema
[2025-10-14T23:15:10.879096] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_ema']
[2025-10-14T23:15:11.005223] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:11.129637] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:11.263470] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:11.394811] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:11.520851] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:11.646253] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:11.775819] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:11.903478] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:12.032314] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:12.165564] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:12.165795] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:15:12.165852] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1544 tests
[2025-10-14T23:15:12.165889] [INFO ] [CONFIGURE ] CGAU: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:15:12.165921] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:15:12.295141] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:12.423059] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:12.554447] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:12.680601] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:12.816218] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:12.950229] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:13.084433] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:13.218519] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:13.359801] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:13.491096] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:13.491307] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:15:13.491359] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1543 tests
[2025-10-14T23:15:13.491395] [INFO ] [CONFIGURE ] CGAU: Testing feature 6/29: add_failed_moves
[2025-10-14T23:15:13.491427] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_failed_moves']
[2025-10-14T23:15:13.598534] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:13.705621] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:13.813325] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:13.922230] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:14.031581] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:14.143747] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:14.254181] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:14.366330] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:14.482255] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:14.595413] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:14.595582] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:15:14.595629] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1542 tests
[2025-10-14T23:15:14.595703] [INFO ] [CONFIGURE ] CGAU: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:15:14.595748] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_lag_shelf']
[2025-10-14T23:15:14.710680] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:14.810846] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:14.911291] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:15.014551] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:15.139216] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:15.267458] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:15.387469] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:15.490525] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:15.596454] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:15.698065] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:15.698212] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:15:15.698255] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1541 tests
[2025-10-14T23:15:15.698290] [INFO ] [CONFIGURE ] CGAU: Testing feature 8/29: add_macd
[2025-10-14T23:15:15.698321] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:15:15.839905] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:15.980227] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:16.121553] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:16.261095] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:16.403909] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:16.543237] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:15:16.681091] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:16.830381] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:16.969262] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.111046] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.111201] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:15:17.111247] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1540 tests
[2025-10-14T23:15:17.111282] [INFO ] [CONFIGURE ] CGAU: Testing feature 9/29: add_mfi
[2025-10-14T23:15:17.111313] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_mfi']
[2025-10-14T23:15:17.223805] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.336759] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:17.479271] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.611389] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.729716] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:17.847821] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:17.965278] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:18.083823] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:18.205521] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:18.325007] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:18.325160] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:15:18.325204] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1539 tests
[2025-10-14T23:15:18.325239] [INFO ] [CONFIGURE ] CGAU: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:15:18.325269] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:15:18.456794] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:18.591038] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:18.723733] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:18.854817] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:18.992694] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:19.125483] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:19.261685] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:19.395443] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:19.531714] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:19.668961] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:19.669159] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:15:19.669205] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1538 tests
[2025-10-14T23:15:19.669241] [INFO ] [CONFIGURE ] CGAU: Testing feature 11/29: add_obv_daily
[2025-10-14T23:15:19.669276] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_obv_daily']
[2025-10-14T23:15:19.789924] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:19.905944] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:20.018837] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:20.130079] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:20.243242] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:20.359036] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:20.471576] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:20.589456] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:20.701745] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:20.818094] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:20.818262] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:15:20.818307] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1537 tests
[2025-10-14T23:15:20.818340] [INFO ] [CONFIGURE ] CGAU: Testing feature 12/29: add_obv_interval
[2025-10-14T23:15:20.818371] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_obv_interval']
[2025-10-14T23:15:20.931459] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.040930] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:21.152024] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.262258] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.382979] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:21.494617] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.612862] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:21.724574] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:21.839930] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.958240] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:21.958413] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:15:21.958456] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1536 tests
[2025-10-14T23:15:21.958528] [INFO ] [CONFIGURE ] CGAU: Testing feature 13/29: add_opening_strength
[2025-10-14T23:15:21.958581] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:15:22.074555] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:22.198598] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:22.329289] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:22.454159] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:22.582916] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:22.707796] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:15:22.826627] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:22.946673] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:23.072908] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:23.198909] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:23.199095] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:15:23.199158] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1535 tests
[2025-10-14T23:15:23.199207] [INFO ] [CONFIGURE ] CGAU: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:15:23.199263] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:15:23.319886] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:23.442497] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:23.586665] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:23.718043] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:23.850613] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:23.985882] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:24.124263] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:24.275993] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:24.462933] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:24.596230] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:24.596389] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:15:24.596433] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1534 tests
[2025-10-14T23:15:24.596467] [INFO ] [CONFIGURE ] CGAU: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:15:24.596499] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:15:24.699183] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:24.811102] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:24.916614] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:25.019233] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:25.122386] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:25.235074] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:25.339734] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:25.445492] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:25.551873] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:25.658181] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:25.658349] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:15:25.658393] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1533 tests
[2025-10-14T23:15:25.658426] [INFO ] [CONFIGURE ] CGAU: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:15:25.658455] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:15:25.773345] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:25.884149] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:25.999851] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:26.113930] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:26.231593] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:26.354983] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:26.473631] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:26.609731] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:26.730839] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:26.852884] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:26.853063] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:15:26.853126] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.5s/test | Remaining: 1532 tests
[2025-10-14T23:15:26.853163] [INFO ] [CONFIGURE ] CGAU: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:15:26.853195] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:15:26.972431] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:27.092903] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:27.211412] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:27.332256] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:27.449922] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:27.565600] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:27.681908] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:27.802452] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:27.922863] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.049539] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.049749] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:15:28.049815] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.4s/test | Remaining: 1531 tests
[2025-10-14T23:15:28.049872] [INFO ] [CONFIGURE ] CGAU: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:15:28.049908] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:15:28.155727] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.261822] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:28.373305] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.481048] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.590934] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:28.695457] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:28.801767] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:28.907876] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:29.015312] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.128886] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.129067] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:15:29.129121] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.4s/test | Remaining: 1530 tests
[2025-10-14T23:15:29.129156] [INFO ] [CONFIGURE ] CGAU: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:15:29.129196] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:15:29.234905] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.338351] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:29.448064] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.573625] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.683376] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:29.788431] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:29.896484] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:30.010569] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:30.118047] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:30.227486] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:30.227700] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:15:30.227764] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.4s/test | Remaining: 1529 tests
[2025-10-14T23:15:30.227801] [INFO ] [CONFIGURE ] CGAU: Testing feature 20/29: add_price_rejection
[2025-10-14T23:15:30.227834] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_price_rejection']
[2025-10-14T23:15:30.342562] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:30.459582] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:30.573792] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:30.692416] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:30.812293] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:30.935390] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:31.054951] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:31.179869] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:31.330036] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:31.477246] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:31.477520] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:15:31.477597] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.4s/test | Remaining: 1528 tests
[2025-10-14T23:15:31.477693] [INFO ] [CONFIGURE ] CGAU: Testing feature 21/29: add_range_position
[2025-10-14T23:15:31.477764] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_range_position']
[2025-10-14T23:15:31.628374] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:31.795538] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:31.950823] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:32.127434] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:32.274073] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:32.409194] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:32.557292] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:32.688515] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:32.824625] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:32.960991] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:32.961229] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:15:32.961283] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.4s/test | Remaining: 1527 tests
[2025-10-14T23:15:32.961318] [INFO ] [CONFIGURE ] CGAU: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:15:32.961351] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_realized_volatility']
[2025-10-14T23:15:33.109857] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:33.261603] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:33.415099] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:33.561943] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:33.707108] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:33.853103] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:34.001580] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:34.150360] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:34.316919] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:34.467269] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:34.467442] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:15:34.467487] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.4s/test | Remaining: 1526 tests
[2025-10-14T23:15:34.467522] [INFO ] [CONFIGURE ] CGAU: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:15:34.467554] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_recent_range_context']
[2025-10-14T23:15:34.587112] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:34.709125] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:34.829422] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:34.950559] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:35.074139] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:35.200906] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:35.319245] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:35.441540] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:35.559389] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:35.698091] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:35.698245] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:15:35.698288] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.4s/test | Remaining: 1525 tests
[2025-10-14T23:15:35.698322] [INFO ] [CONFIGURE ] CGAU: Testing feature 24/29: add_rsi
[2025-10-14T23:15:35.698354] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:15:35.828994] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:35.961315] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:36.161160] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:36.296949] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:36.436909] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:36.575563] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:36.714224] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:36.853594] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:36.993355] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.142533] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.142756] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:15:37.142813] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.4s/test | Remaining: 1524 tests
[2025-10-14T23:15:37.142851] [INFO ] [CONFIGURE ] CGAU: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:15:37.142885] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_tick_distribution']
[2025-10-14T23:15:37.255260] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.370238] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:37.482187] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.600564] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.715140] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:37.829677] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:37.940212] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:38.054635] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:38.166462] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:38.280468] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:38.280633] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:15:38.280722] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.4s/test | Remaining: 1523 tests
[2025-10-14T23:15:38.280787] [INFO ] [CONFIGURE ] CGAU: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:15:38.280822] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:15:38.398571] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:38.520773] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:38.641925] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:38.763030] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:38.888178] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:39.005072] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:39.119249] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:39.232903] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:39.345691] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:39.471218] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:15:39.471384] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:15:39.471428] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.4s/test | Remaining: 1522 tests
[2025-10-14T23:15:39.471462] [INFO ] [CONFIGURE ] CGAU: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:15:39.471547] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:15:39.605581] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:15:39.732082] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:39.860954] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:39.988535] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:40.111218] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:40.245432] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:40.386326] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:40.516759] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:40.651494] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:40.784947] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:40.785120] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:15:40.785166] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.4s/test | Remaining: 1521 tests
[2025-10-14T23:15:40.785201] [INFO ] [CONFIGURE ] CGAU: Testing feature 28/29: add_volume_profile
[2025-10-14T23:15:40.785234] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_volume_profile']
[2025-10-14T23:15:40.902112] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:41.033986] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:41.147252] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:41.265055] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:41.392019] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:41.511468] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:41.621628] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:41.756117] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:41.884871] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:42.005012] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:42.005229] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T23:15:42.005289] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.4s/test | Remaining: 1520 tests
[2025-10-14T23:15:42.005326] [INFO ] [CONFIGURE ] CGAU: Testing feature 29/29: add_vwap
[2025-10-14T23:15:42.005359] [INFO ] [CONFIGURE ] CGAU: Testing with features: ['add_vwap']
[2025-10-14T23:15:42.128036] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:15:42.242667] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:15:42.357173] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:42.474112] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:15:42.588121] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:15:42.701974] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:15:42.816381] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:42.933416] [DEBUG] [FORECASTER] CGAU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:43.050952] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:43.168996] [DEBUG] [FORECASTER] CGAU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:15:43.169153] [INFO ] [CONFIGURE ] CGAU: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:15:43.169196] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.4s/test | Remaining: 1519 tests
[2025-10-14T23:15:43.169231] [INFO ] [CONFIGURE ] CGAU: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:15:43.169262] [INFO ] [CONFIGURE ] CGAU: Best accuracy: 60.00%
[2025-10-14T23:15:43.169292] [INFO ] [CONFIGURE ] CGAU: Best feature set (0 features): []
[2025-10-14T23:15:43.169320] [INFO ] [CONFIGURE ] CGAU: Improvement over baseline: 0.00%
[2025-10-14T23:15:43.169348] [INFO ] [CONFIGURE ] CGAU: Total time: 35.8 seconds
[2025-10-14T23:15:43.169377] [INFO ] [CONFIGURE ] CGAU: Average time per feature: 1.2 seconds
[2025-10-14T23:15:43.169406] [INFO ] [CONFIGURE ] CGAU: Average speed: 0.81 features/sec
[2025-10-14T23:15:43.169966] [INFO ] [LOCAL     ] Saved configuration for CGAU: 0 features, 60.00% accuracy -> ./output/feature-sets/CGAU.json
[2025-10-14T23:15:43.170033] [INFO ] [CONFIGURE ] CGAU: Configuration saved successfully: 0 features, 60.00% accuracy.
[2025-10-14T23:15:43.170122] [INFO ] [sig       ] [44/96] Successfully configured CGAU | 0.02 sym/s | Total: 31.3m | ETA: 37.0m
[2025-10-14T23:15:43.170190] [INFO ] [sig       ] [45/96] Configuring CHH...
[2025-10-14T23:15:43.170229] [INFO ] [CONFIGURE ] CHH: Configurate test run.
[2025-10-14T23:15:43.170261] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHH' from 'https://tdm.silogroup.org/data/derivative_storage/CHH.csv'.
[2025-10-14T23:15:43.186257] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHH'.
[2025-10-14T23:15:43.186802] [INFO ] [CONFIGURE ] CHH: Testing with 29 available features
[2025-10-14T23:15:43.186876] [INFO ] [CONFIGURE ] CHH: Establishing baseline with no features...
[2025-10-14T23:15:43.289445] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:43.388035] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:43.490625] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:43.591080] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:43.690976] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:43.796155] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:43.895766] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:44.001283] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:44.104353] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:44.208059] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:44.208182] [INFO ] [CONFIGURE ] CHH: Baseline score (no features): 80.00%
[2025-10-14T23:15:44.208224] [INFO ] [CONFIGURE ] CHH: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:15:44.208257] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:15:44.321239] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:44.436697] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:44.550200] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:44.663576] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:15:44.790047] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:44.907607] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.023776] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.138428] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.254259] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:45.379503] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:45.380511] [INFO ] [CONFIGURE ] CHH: DISCARDED add_bollinger_bands (score: 80.00%)
[2025-10-14T23:15:45.380571] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.4s/test | Remaining: 1518 tests
[2025-10-14T23:15:45.380623] [INFO ] [CONFIGURE ] CHH: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:15:45.380700] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:15:45.503191] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.623109] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.742190] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:15:45.863866] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:45.984432] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.104686] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.225113] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.349993] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.472584] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:46.593528] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:46.593693] [INFO ] [CONFIGURE ] CHH: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:15:46.593752] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.4s/test | Remaining: 1517 tests
[2025-10-14T23:15:46.593934] [INFO ] [CONFIGURE ] CHH: Testing feature 3/29: add_daily_returns
[2025-10-14T23:15:46.593986] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_daily_returns']
[2025-10-14T23:15:46.697757] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.805594] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:46.914275] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:47.020540] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:47.126333] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:47.232608] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:15:47.342094] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:47.447222] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:47.554073] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:47.659933] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:47.660070] [INFO ] [CONFIGURE ] CHH: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:15:47.660114] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.4s/test | Remaining: 1516 tests
[2025-10-14T23:15:47.660147] [INFO ] [CONFIGURE ] CHH: Testing feature 4/29: add_ema
[2025-10-14T23:15:47.660177] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_ema']
[2025-10-14T23:15:47.822462] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:47.938925] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:48.072280] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:48.211217] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:15:48.343411] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:48.466674] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:48.595127] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:15:48.726068] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:48.855941] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:48.980900] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:48.981078] [INFO ] [CONFIGURE ] CHH: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:15:48.981143] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.4s/test | Remaining: 1515 tests
[2025-10-14T23:15:48.981194] [INFO ] [CONFIGURE ] CHH: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:15:48.981251] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:15:49.113959] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:49.248011] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:49.379498] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:49.510354] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:49.641878] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:49.779840] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:49.915327] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:50.058326] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:50.197492] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:50.332475] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:15:50.332671] [INFO ] [CONFIGURE ] CHH: KEPT add_exhaustion_signals (score: 90.00%)
[2025-10-14T23:15:50.332738] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.4s/test | Remaining: 1514 tests
[2025-10-14T23:15:50.332777] [INFO ] [CONFIGURE ] CHH: Testing feature 6/29: add_failed_moves
[2025-10-14T23:15:50.332863] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:15:50.510790] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:50.657716] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:50.795474] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:50.930287] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.068366] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.212190] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.349755] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.492983] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.634496] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:51.773768] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:15:51.773940] [INFO ] [CONFIGURE ] CHH: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-14T23:15:51.774002] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.4s/test | Remaining: 1513 tests
[2025-10-14T23:15:51.774042] [INFO ] [CONFIGURE ] CHH: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:15:51.774075] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:15:51.903730] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.030381] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.161968] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:52.290285] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.418560] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.549599] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.682442] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:52.814410] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:52.943919] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:53.083428] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:15:53.083590] [INFO ] [CONFIGURE ] CHH: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:15:53.083692] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.4s/test | Remaining: 1512 tests
[2025-10-14T23:15:53.083753] [INFO ] [CONFIGURE ] CHH: Testing feature 8/29: add_macd
[2025-10-14T23:15:53.083789] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:15:53.236686] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:53.383291] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:53.536006] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:53.699502] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:53.851000] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:54.000104] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:54.165678] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:54.322331] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:54.473971] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:54.635202] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:54.635410] [INFO ] [CONFIGURE ] CHH: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:15:54.635475] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.4s/test | Remaining: 1511 tests
[2025-10-14T23:15:54.635514] [INFO ] [CONFIGURE ] CHH: Testing feature 9/29: add_mfi
[2025-10-14T23:15:54.635547] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:15:54.786374] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:54.936289] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:55.092503] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:55.241011] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:55.382565] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:55.529638] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:55.678503] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:55.832770] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:56.002618] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:56.168245] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:15:56.168438] [INFO ] [CONFIGURE ] CHH: KEPT add_mfi (score: 100.00%)
[2025-10-14T23:15:56.168483] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.4s/test | Remaining: 1510 tests
[2025-10-14T23:15:56.168518] [INFO ] [CONFIGURE ] CHH: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:15:56.168550] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:15:56.346982] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:56.534247] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:56.714181] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:15:56.893882] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:57.074796] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:57.256525] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:57.433999] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:57.625598] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:15:57.805326] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:15:57.987800] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:15:57.988012] [INFO ] [CONFIGURE ] CHH: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:15:57.988107] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.4s/test | Remaining: 1509 tests
[2025-10-14T23:15:57.988153] [INFO ] [CONFIGURE ] CHH: Testing feature 11/29: add_obv_daily
[2025-10-14T23:15:57.988188] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_obv_daily']
[2025-10-14T23:15:58.141611] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:15:58.435493] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:15:58.591840] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:15:58.746770] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:15:58.905591] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:15:59.063446] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:15:59.224394] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:15:59.389319] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:15:59.550085] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:15:59.708460] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:15:59.708638] [INFO ] [CONFIGURE ] CHH: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-14T23:15:59.708723] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.4s/test | Remaining: 1508 tests
[2025-10-14T23:15:59.708763] [INFO ] [CONFIGURE ] CHH: Testing feature 12/29: add_obv_interval
[2025-10-14T23:15:59.708797] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_obv_interval']
[2025-10-14T23:15:59.859306] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:00.012454] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:00.166078] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:00.328784] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:00.486957] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:00.640821] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:00.796200] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:00.948197] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:01.100571] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:01.261245] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:01.261468] [INFO ] [CONFIGURE ] CHH: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:16:01.261520] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.4s/test | Remaining: 1507 tests
[2025-10-14T23:16:01.261556] [INFO ] [CONFIGURE ] CHH: Testing feature 13/29: add_opening_strength
[2025-10-14T23:16:01.261588] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:16:01.428722] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:01.599368] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:01.774823] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:01.945201] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:02.112876] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:02.284016] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:02.456231] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:02.629069] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:02.803431] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:02.991871] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:02.992087] [INFO ] [CONFIGURE ] CHH: DISCARDED add_opening_strength (score: 90.00%)
[2025-10-14T23:16:02.992139] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.4s/test | Remaining: 1506 tests
[2025-10-14T23:16:02.992176] [INFO ] [CONFIGURE ] CHH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:16:02.992210] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:16:03.154796] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:03.316737] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:03.482751] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:03.647337] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:03.809303] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:03.977799] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:04.140823] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:04.310188] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:04.479453] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:04.649082] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:04.649278] [INFO ] [CONFIGURE ] CHH: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:16:04.649335] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.4s/test | Remaining: 1505 tests
[2025-10-14T23:16:04.649377] [INFO ] [CONFIGURE ] CHH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:16:04.649413] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:16:04.798065] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:04.948344] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:05.094890] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:05.241289] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:05.387178] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:05.540605] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:05.690962] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:05.852036] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:06.041132] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:06.191268] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:06.191440] [INFO ] [CONFIGURE ] CHH: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:16:06.191485] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.4s/test | Remaining: 1504 tests
[2025-10-14T23:16:06.191541] [INFO ] [CONFIGURE ] CHH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:16:06.191576] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:16:06.353043] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:06.525527] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:06.693079] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:06.860841] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:07.029962] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:07.207372] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:16:07.384621] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:07.546280] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:07.705724] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:07.869098] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:07.869278] [INFO ] [CONFIGURE ] CHH: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:16:07.869323] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.4s/test | Remaining: 1503 tests
[2025-10-14T23:16:07.869363] [INFO ] [CONFIGURE ] CHH: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:16:07.869396] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:16:08.034514] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:08.195733] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:08.357911] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:08.522141] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:08.689805] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:08.848495] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:16:09.004620] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:09.161463] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:09.318994] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:09.479813] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:09.479986] [INFO ] [CONFIGURE ] CHH: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:16:09.480031] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.4s/test | Remaining: 1502 tests
[2025-10-14T23:16:09.480066] [INFO ] [CONFIGURE ] CHH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:16:09.480099] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:16:09.633971] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:09.781723] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:09.929087] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:10.082171] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:10.234231] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:10.383316] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:10.534822] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:10.690153] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:10.838994] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:10.991498] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:10.991693] [INFO ] [CONFIGURE ] CHH: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:16:10.991754] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.4s/test | Remaining: 1501 tests
[2025-10-14T23:16:10.991793] [INFO ] [CONFIGURE ] CHH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:16:10.991826] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:16:11.138102] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:11.290507] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:11.451904] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:11.607240] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:11.783450] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:11.936553] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:12.118082] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:12.270326] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:12.423728] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:12.583357] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:12.583564] [INFO ] [CONFIGURE ] CHH: DISCARDED add_pbf_vs_sma_5 (score: 100.00%)
[2025-10-14T23:16:12.583610] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.4s/test | Remaining: 1500 tests
[2025-10-14T23:16:12.583671] [INFO ] [CONFIGURE ] CHH: Testing feature 20/29: add_price_rejection
[2025-10-14T23:16:12.583729] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_price_rejection']
[2025-10-14T23:16:12.743788] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:12.902350] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:13.060111] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:13.216336] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:13.372531] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:13.536313] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:13.697000] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:13.858123] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:14.023430] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:14.197135] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:14.197316] [INFO ] [CONFIGURE ] CHH: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:16:14.197364] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.4s/test | Remaining: 1499 tests
[2025-10-14T23:16:14.197432] [INFO ] [CONFIGURE ] CHH: Testing feature 21/29: add_range_position
[2025-10-14T23:16:14.197504] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_range_position']
[2025-10-14T23:16:14.388128] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:14.559894] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:14.726520] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:14.895431] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:15.063091] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:15.232032] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:15.411855] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:15.585240] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:15.757090] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:15.932374] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:15.932607] [INFO ] [CONFIGURE ] CHH: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:16:15.932700] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.4s/test | Remaining: 1498 tests
[2025-10-14T23:16:15.932762] [INFO ] [CONFIGURE ] CHH: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:16:15.932820] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_realized_volatility']
[2025-10-14T23:16:16.126204] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:16.323863] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:16.525104] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:16.754908] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:16.976145] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:17.165777] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:17.359948] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:17.558090] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:17.748050] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:17.929757] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:17.929923] [INFO ] [CONFIGURE ] CHH: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:16:17.929968] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.4s/test | Remaining: 1497 tests
[2025-10-14T23:16:17.930001] [INFO ] [CONFIGURE ] CHH: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:16:17.930033] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_recent_range_context']
[2025-10-14T23:16:18.087922] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:18.250393] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:18.414239] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:18.572540] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:18.730069] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:18.890124] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:19.046874] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:19.212614] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:19.372689] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:19.537407] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:19.537663] [INFO ] [CONFIGURE ] CHH: DISCARDED add_recent_range_context (score: 100.00%)
[2025-10-14T23:16:19.537733] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.4s/test | Remaining: 1496 tests
[2025-10-14T23:16:19.537804] [INFO ] [CONFIGURE ] CHH: Testing feature 24/29: add_rsi
[2025-10-14T23:16:19.537868] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-14T23:16:19.721736] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:19.915859] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:20.092411] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:20.268815] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:16:20.448102] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:20.640149] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:20.814492] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:20.988327] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:21.195410] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:21.370500] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:16:21.370686] [INFO ] [CONFIGURE ] CHH: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:16:21.370750] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.4s/test | Remaining: 1495 tests
[2025-10-14T23:16:21.370787] [INFO ] [CONFIGURE ] CHH: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:16:21.370820] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_tick_distribution']
[2025-10-14T23:16:21.529232] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:21.683389] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:21.836175] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:21.986750] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.142520] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.294467] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.447219] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.601587] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.754820] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:22.916552] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:22.916757] [INFO ] [CONFIGURE ] CHH: DISCARDED add_tick_distribution (score: 100.00%)
[2025-10-14T23:16:22.916829] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1494 tests
[2025-10-14T23:16:22.916888] [INFO ] [CONFIGURE ] CHH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:16:22.916925] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:16:23.069196] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:23.222725] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:23.377033] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:23.534059] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:23.690995] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:23.854319] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.008384] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.162560] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.317055] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:24.479371] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.479530] [INFO ] [CONFIGURE ] CHH: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-14T23:16:24.479574] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1493 tests
[2025-10-14T23:16:24.479609] [INFO ] [CONFIGURE ] CHH: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:16:24.479667] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:16:24.654278] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.824900] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:24.996856] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:25.170940] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:25.348889] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:25.520486] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:25.690468] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:25.864442] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:26.039044] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:26.217810] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:26.218030] [INFO ] [CONFIGURE ] CHH: DISCARDED add_volume_price_divergence (score: 90.00%)
[2025-10-14T23:16:26.218090] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1492 tests
[2025-10-14T23:16:26.218127] [INFO ] [CONFIGURE ] CHH: Testing feature 28/29: add_volume_profile
[2025-10-14T23:16:26.218159] [INFO ] [CONFIGURE ] CHH: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi', 'add_volume_profile']
[2025-10-14T23:16:26.371271] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:16:26.524921] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:26.680103] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:26.840055] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:16:26.996788] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:27.153199] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:16:27.314431] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:16:27.476383] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:16:27.633952] [DEBUG] [FORECASTER] CHH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:16:27.791611] [DEBUG] [FORECASTER] CHH: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:16:27.791804] [INFO ] [CONFIGURE ] CHH: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-14T23:16:27.791854] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1491 tests
[2025-10-14T23:16:27.791891] [INFO ] [CONFIGURE ] CHH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:16:27.791922] [INFO ] [CONFIGURE ] CHH: Best accuracy: 100.00%
[2025-10-14T23:16:27.791954] [INFO ] [CONFIGURE ] CHH: Best feature set (3 features): ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:16:27.791983] [INFO ] [CONFIGURE ] CHH: Improvement over baseline: 20.00%
[2025-10-14T23:16:27.792009] [INFO ] [CONFIGURE ] CHH: Total time: 43.6 seconds
[2025-10-14T23:16:27.792036] [INFO ] [CONFIGURE ] CHH: Average time per feature: 1.6 seconds
[2025-10-14T23:16:27.792063] [INFO ] [CONFIGURE ] CHH: Average speed: 0.67 features/sec
[2025-10-14T23:16:27.792754] [INFO ] [LOCAL     ] Saved configuration for CHH: 3 features, 100.00% accuracy -> ./output/feature-sets/CHH.json
[2025-10-14T23:16:27.792822] [INFO ] [CONFIGURE ] CHH: Configuration saved successfully: 3 features, 100.00% accuracy.
[2025-10-14T23:16:27.792911] [INFO ] [sig       ] [45/96] Successfully configured CHH | 0.02 sym/s | Total: 32.1m | ETA: 36.4m
[2025-10-14T23:16:27.792980] [INFO ] [sig       ] [46/96] Configuring CIB...
[2025-10-14T23:16:27.793019] [INFO ] [CONFIGURE ] CIB: Configurate test run.
[2025-10-14T23:16:27.793051] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIB' from 'https://tdm.silogroup.org/data/derivative_storage/CIB.csv'.
[2025-10-14T23:16:27.806587] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIB'.
[2025-10-14T23:16:27.807009] [INFO ] [CONFIGURE ] CIB: Testing with 29 available features
[2025-10-14T23:16:27.807065] [INFO ] [CONFIGURE ] CIB: Establishing baseline with no features...
[2025-10-14T23:16:27.910728] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:16:28.014636] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:28.119419] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:28.224775] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:28.329350] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:28.433948] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:28.543213] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:28.653278] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:28.764604] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:28.870611] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:28.870792] [INFO ] [CONFIGURE ] CIB: Baseline score (no features): 40.00%
[2025-10-14T23:16:28.870845] [INFO ] [CONFIGURE ] CIB: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:16:28.870879] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:16:28.988427] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:16:29.111208] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:29.232695] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:29.352434] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:29.482854] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:29.612162] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:29.735577] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:29.858695] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:29.981805] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:30.107428] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:30.107590] [INFO ] [CONFIGURE ] CIB: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:16:30.107636] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1490 tests
[2025-10-14T23:16:30.107714] [INFO ] [CONFIGURE ] CIB: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:16:30.107754] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:16:30.250429] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:30.374479] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:30.499566] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:30.627881] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:30.762448] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:30.889444] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:31.026583] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:31.152094] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:31.278522] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:31.404565] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:31.404788] [INFO ] [CONFIGURE ] CIB: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T23:16:31.404840] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1489 tests
[2025-10-14T23:16:31.404874] [INFO ] [CONFIGURE ] CIB: Testing feature 3/29: add_daily_returns
[2025-10-14T23:16:31.404905] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:16:31.531448] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:31.657321] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:31.785345] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:31.918636] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:32.048633] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:32.179152] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:32.313902] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:32.445453] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:32.582480] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:32.725237] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:32.725415] [INFO ] [CONFIGURE ] CIB: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:16:32.725463] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1488 tests
[2025-10-14T23:16:32.725501] [INFO ] [CONFIGURE ] CIB: Testing feature 4/29: add_ema
[2025-10-14T23:16:32.725535] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:16:32.873455] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:33.016304] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:33.162303] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:33.337465] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:33.485120] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:33.635281] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:33.784137] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:33.930575] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:34.086041] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:34.233129] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:34.233287] [INFO ] [CONFIGURE ] CIB: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:16:34.233332] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1487 tests
[2025-10-14T23:16:34.233368] [INFO ] [CONFIGURE ] CIB: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:16:34.233400] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:16:34.381663] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:34.525137] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:16:34.670896] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:34.816614] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:34.965189] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:35.111297] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:35.258294] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:35.410852] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:35.560886] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:35.711093] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:35.711224] [INFO ] [CONFIGURE ] CIB: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:16:35.711269] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1486 tests
[2025-10-14T23:16:35.711304] [INFO ] [CONFIGURE ] CIB: Testing feature 6/29: add_failed_moves
[2025-10-14T23:16:35.711336] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:16:35.841457] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:35.979182] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:36.126067] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:36.281675] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:36.410786] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:36.539272] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:36.668948] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:36.797047] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:36.932568] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:37.067031] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:37.067184] [INFO ] [CONFIGURE ] CIB: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:16:37.067239] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1485 tests
[2025-10-14T23:16:37.067275] [INFO ] [CONFIGURE ] CIB: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:16:37.067308] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:16:37.187111] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:37.305159] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:37.427172] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:37.546965] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:37.667742] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:37.786629] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:37.906211] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:38.026314] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:38.152573] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:38.276502] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:38.276662] [INFO ] [CONFIGURE ] CIB: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:16:38.276724] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.4s/test | Remaining: 1484 tests
[2025-10-14T23:16:38.276763] [INFO ] [CONFIGURE ] CIB: Testing feature 8/29: add_macd
[2025-10-14T23:16:38.276795] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:16:38.435483] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:38.595805] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:38.756359] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:38.914353] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:39.076289] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:39.242609] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:39.410496] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:39.572305] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:39.733712] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:39.897187] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:39.897338] [INFO ] [CONFIGURE ] CIB: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:16:39.897382] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1483 tests
[2025-10-14T23:16:39.897418] [INFO ] [CONFIGURE ] CIB: Testing feature 9/29: add_mfi
[2025-10-14T23:16:39.897450] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:16:40.035955] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:40.172108] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:40.311944] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:40.447389] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:40.584563] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:40.722761] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:40.861596] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:41.001386] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:41.142352] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:41.288585] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:41.289626] [INFO ] [CONFIGURE ] CIB: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:16:41.289712] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.4s/test | Remaining: 1482 tests
[2025-10-14T23:16:41.289848] [INFO ] [CONFIGURE ] CIB: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:16:41.289906] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:16:41.443848] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:41.594995] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:41.748970] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:41.905168] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:42.067147] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:42.228533] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:42.487346] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:42.717148] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:42.895078] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:43.068591] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:43.068807] [INFO ] [CONFIGURE ] CIB: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:16:43.068859] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1481 tests
[2025-10-14T23:16:43.068895] [INFO ] [CONFIGURE ] CIB: Testing feature 11/29: add_obv_daily
[2025-10-14T23:16:43.068927] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:16:43.201216] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:43.329068] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:43.457356] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:43.585587] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:43.713527] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:43.843712] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:43.972811] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:44.103660] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:44.236515] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:44.371955] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:44.372083] [INFO ] [CONFIGURE ] CIB: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:16:44.372199] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1480 tests
[2025-10-14T23:16:44.372253] [INFO ] [CONFIGURE ] CIB: Testing feature 12/29: add_obv_interval
[2025-10-14T23:16:44.372286] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:16:44.497914] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:44.625339] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:44.752210] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:44.879777] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:45.008253] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:45.140924] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:45.273418] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:45.403452] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:45.541523] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:45.679957] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:45.680125] [INFO ] [CONFIGURE ] CIB: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:16:45.680172] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1479 tests
[2025-10-14T23:16:45.680210] [INFO ] [CONFIGURE ] CIB: Testing feature 13/29: add_opening_strength
[2025-10-14T23:16:45.680245] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:16:45.821770] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:45.961548] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:46.119586] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:46.280731] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:46.424587] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:46.569573] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:46.709504] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:46.854758] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:47.001039] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:47.147530] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:47.147673] [INFO ] [CONFIGURE ] CIB: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:16:47.147736] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1478 tests
[2025-10-14T23:16:47.147788] [INFO ] [CONFIGURE ] CIB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:16:47.147844] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:16:47.290452] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:47.433763] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:47.579092] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:47.730257] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:47.871274] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:48.010063] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:48.150781] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:48.292343] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:48.434880] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:48.577343] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:48.577488] [INFO ] [CONFIGURE ] CIB: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:16:48.577552] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1477 tests
[2025-10-14T23:16:48.577589] [INFO ] [CONFIGURE ] CIB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:16:48.577620] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:16:48.702782] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:48.831566] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:48.956980] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:49.081590] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:49.206207] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:49.334305] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:49.460150] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:49.586296] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:49.712358] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:49.844817] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:49.844949] [INFO ] [CONFIGURE ] CIB: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:16:49.844994] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.4s/test | Remaining: 1476 tests
[2025-10-14T23:16:49.845028] [INFO ] [CONFIGURE ] CIB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:16:49.845067] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:16:49.977135] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:50.126034] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:50.262948] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:50.397420] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:50.532876] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:50.669334] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:50.806533] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:50.948624] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:51.088639] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:51.228128] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:51.228302] [INFO ] [CONFIGURE ] CIB: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:16:51.228350] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.4s/test | Remaining: 1475 tests
[2025-10-14T23:16:51.228387] [INFO ] [CONFIGURE ] CIB: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:16:51.228419] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:16:51.365301] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:51.534154] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:51.672847] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:51.813410] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:51.956870] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:52.095445] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:52.233247] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:52.371242] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:52.512809] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:52.666262] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:52.666427] [INFO ] [CONFIGURE ] CIB: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:16:52.666472] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.4s/test | Remaining: 1474 tests
[2025-10-14T23:16:52.666507] [INFO ] [CONFIGURE ] CIB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:16:52.666540] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:16:52.795519] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:52.926384] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:53.063412] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:53.192586] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:53.321206] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:53.450302] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:53.580487] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:53.712908] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:53.852495] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:53.981216] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:53.981384] [INFO ] [CONFIGURE ] CIB: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:16:53.981430] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.4s/test | Remaining: 1473 tests
[2025-10-14T23:16:53.981466] [INFO ] [CONFIGURE ] CIB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:16:53.981498] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:16:54.113414] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:54.260464] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:54.398937] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:54.561186] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:54.686906] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:54.813803] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:54.941277] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:55.067912] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:55.199515] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:55.328987] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:55.329163] [INFO ] [CONFIGURE ] CIB: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:16:55.329225] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.4s/test | Remaining: 1472 tests
[2025-10-14T23:16:55.329263] [INFO ] [CONFIGURE ] CIB: Testing feature 20/29: add_price_rejection
[2025-10-14T23:16:55.329294] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:16:55.464467] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:55.598897] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:55.732360] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:55.867067] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:56.002802] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:56.145561] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:16:56.294764] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:56.437882] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:56.581824] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:56.727833] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:56.728001] [INFO ] [CONFIGURE ] CIB: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:16:56.728059] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.4s/test | Remaining: 1471 tests
[2025-10-14T23:16:56.728096] [INFO ] [CONFIGURE ] CIB: Testing feature 21/29: add_range_position
[2025-10-14T23:16:56.728127] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-14T23:16:56.878447] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:57.033167] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:57.182549] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:57.334340] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:57.489084] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:16:57.641169] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:57.786804] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:16:57.932961] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:58.078916] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:58.227838] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:58.228056] [INFO ] [CONFIGURE ] CIB: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:16:58.228111] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.4s/test | Remaining: 1470 tests
[2025-10-14T23:16:58.228147] [INFO ] [CONFIGURE ] CIB: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:16:58.228178] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:16:58.384810] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:16:58.546209] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:16:58.703265] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:16:58.863441] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:16:59.023389] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:16:59.182414] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:16:59.341719] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:16:59.506173] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:16:59.669490] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:16:59.833284] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:16:59.833436] [INFO ] [CONFIGURE ] CIB: KEPT add_realized_volatility (score: 80.00%)
[2025-10-14T23:16:59.833503] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.4s/test | Remaining: 1469 tests
[2025-10-14T23:16:59.833566] [INFO ] [CONFIGURE ] CIB: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:16:59.833601] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_recent_range_context']
[2025-10-14T23:17:00.002573] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:00.173194] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:00.344777] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:00.520783] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:00.695515] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:00.865812] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:01.037817] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:01.213350] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:01.391858] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:01.564754] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:01.564946] [INFO ] [CONFIGURE ] CIB: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:17:01.565022] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.4s/test | Remaining: 1468 tests
[2025-10-14T23:17:01.565080] [INFO ] [CONFIGURE ] CIB: Testing feature 24/29: add_rsi
[2025-10-14T23:17:01.565117] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-14T23:17:01.766822] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:01.958443] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:02.153311] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:02.354886] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:02.546902] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:02.740705] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:02.946193] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:03.143235] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:03.340509] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:03.539999] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:03.540221] [INFO ] [CONFIGURE ] CIB: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:17:03.540271] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.5s/test | Remaining: 1467 tests
[2025-10-14T23:17:03.540308] [INFO ] [CONFIGURE ] CIB: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:17:03.540341] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_tick_distribution']
[2025-10-14T23:17:03.708568] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:03.877250] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:04.047672] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:04.212602] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:04.382734] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:04.557210] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:04.730962] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:04.899598] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:05.071381] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:05.246289] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:05.246451] [INFO ] [CONFIGURE ] CIB: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:17:05.246495] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1466 tests
[2025-10-14T23:17:05.246530] [INFO ] [CONFIGURE ] CIB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:17:05.246561] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-14T23:17:05.418269] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:05.588310] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:05.764449] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:05.941393] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:06.114156] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:06.291834] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:06.466526] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:06.641045] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:06.818032] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:07.003461] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:07.003728] [INFO ] [CONFIGURE ] CIB: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:17:07.003792] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1465 tests
[2025-10-14T23:17:07.003833] [INFO ] [CONFIGURE ] CIB: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:17:07.003869] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_price_divergence']
[2025-10-14T23:17:07.191582] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:07.376784] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:07.552974] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:07.729234] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:07.906979] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:08.090862] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:08.282625] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:08.461023] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:08.643505] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:08.825232] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:08.825445] [INFO ] [CONFIGURE ] CIB: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:17:08.825499] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1464 tests
[2025-10-14T23:17:08.825535] [INFO ] [CONFIGURE ] CIB: Testing feature 28/29: add_volume_profile
[2025-10-14T23:17:08.825568] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_volume_profile']
[2025-10-14T23:17:08.989270] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:09.155521] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:09.324327] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:09.494552] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:09.664582] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:09.845464] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:10.014996] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:10.183005] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:10.351344] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:10.521218] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:10.521439] [INFO ] [CONFIGURE ] CIB: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:17:10.521492] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1463 tests
[2025-10-14T23:17:10.521529] [INFO ] [CONFIGURE ] CIB: Testing feature 29/29: add_vwap
[2025-10-14T23:17:10.521563] [INFO ] [CONFIGURE ] CIB: Testing with features: ['add_cumulative_delta', 'add_realized_volatility', 'add_vwap']
[2025-10-14T23:17:10.688480] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:10.854841] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:11.021748] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:11.190319] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:11.362995] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:11.540108] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:11.716969] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:11.894358] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:12.069487] [DEBUG] [FORECASTER] CIB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:12.246338] [DEBUG] [FORECASTER] CIB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:17:12.246499] [INFO ] [CONFIGURE ] CIB: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:17:12.246543] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1462 tests
[2025-10-14T23:17:12.246596] [INFO ] [CONFIGURE ] CIB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:17:12.246629] [INFO ] [CONFIGURE ] CIB: Best accuracy: 80.00%
[2025-10-14T23:17:12.246697] [INFO ] [CONFIGURE ] CIB: Best feature set (2 features): ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:17:12.246741] [INFO ] [CONFIGURE ] CIB: Improvement over baseline: 40.00%
[2025-10-14T23:17:12.246771] [INFO ] [CONFIGURE ] CIB: Total time: 43.4 seconds
[2025-10-14T23:17:12.246799] [INFO ] [CONFIGURE ] CIB: Average time per feature: 1.5 seconds
[2025-10-14T23:17:12.246828] [INFO ] [CONFIGURE ] CIB: Average speed: 0.67 features/sec
[2025-10-14T23:17:12.247326] [INFO ] [LOCAL     ] Saved configuration for CIB: 2 features, 80.00% accuracy -> ./output/feature-sets/CIB.json
[2025-10-14T23:17:12.247393] [INFO ] [CONFIGURE ] CIB: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:17:12.247481] [INFO ] [sig       ] [46/96] Successfully configured CIB | 0.02 sym/s | Total: 32.8m | ETA: 35.7m
[2025-10-14T23:17:12.247549] [INFO ] [sig       ] [47/96] Configuring CIEN...
[2025-10-14T23:17:12.247588] [INFO ] [CONFIGURE ] CIEN: Configurate test run.
[2025-10-14T23:17:12.247618] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIEN' from 'https://tdm.silogroup.org/data/derivative_storage/CIEN.csv'.
[2025-10-14T23:17:12.259814] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIEN'.
[2025-10-14T23:17:12.260150] [INFO ] [CONFIGURE ] CIEN: Testing with 29 available features
[2025-10-14T23:17:12.260207] [INFO ] [CONFIGURE ] CIEN: Establishing baseline with no features...
[2025-10-14T23:17:12.361842] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:12.476459] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:12.579365] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:12.710886] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:12.813129] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:12.915115] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:13.018733] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.125469] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:13.233230] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.341107] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.341263] [INFO ] [CONFIGURE ] CIEN: Baseline score (no features): 80.00%
[2025-10-14T23:17:13.341306] [INFO ] [CONFIGURE ] CIEN: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:17:13.341339] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:17:13.457377] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.577554] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:13.694055] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.809966] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:13.932424] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:14.055112] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:14.169732] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:14.289480] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:14.409137] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:14.528505] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:14.528826] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:17:14.528889] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1461 tests
[2025-10-14T23:17:14.528930] [INFO ] [CONFIGURE ] CIEN: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:17:14.528963] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:17:14.648976] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:14.768309] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:14.888300] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.008065] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.131192] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:15.254670] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:15.380096] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.503482] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:15.629835] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.779752] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.779955] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_cumulative_delta (score: 80.00%)
[2025-10-14T23:17:15.780010] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1460 tests
[2025-10-14T23:17:15.780051] [INFO ] [CONFIGURE ] CIEN: Testing feature 3/29: add_daily_returns
[2025-10-14T23:17:15.780089] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_daily_returns']
[2025-10-14T23:17:15.890120] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:15.996910] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:16.103755] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:16.217039] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:16.327016] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:16.433313] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:16.544711] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:16.653873] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:16.762022] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:16.871576] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:16.871755] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:17:16.871808] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1459 tests
[2025-10-14T23:17:16.871844] [INFO ] [CONFIGURE ] CIEN: Testing feature 4/29: add_ema
[2025-10-14T23:17:16.871878] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_ema']
[2025-10-14T23:17:16.992116] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:17.110178] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:17.228755] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:17.354788] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:17.483956] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:17.604837] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:17.730446] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:17.855246] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:17.982865] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:18.107817] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:18.108043] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_ema (score: 80.00%)
[2025-10-14T23:17:18.108112] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1458 tests
[2025-10-14T23:17:18.108152] [INFO ] [CONFIGURE ] CIEN: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:17:18.108184] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:17:18.238196] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:18.368789] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:18.499495] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:18.630581] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:18.790887] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:18.923717] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:19.067523] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:19.198960] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:19.331968] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:19.463510] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:19.463712] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:17:19.463772] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1457 tests
[2025-10-14T23:17:19.463809] [INFO ] [CONFIGURE ] CIEN: Testing feature 6/29: add_failed_moves
[2025-10-14T23:17:19.463841] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_failed_moves']
[2025-10-14T23:17:19.572079] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:19.683003] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:19.795790] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:19.908349] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.019025] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:20.129778] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:20.241509] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.353703] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:20.468841] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.582304] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.582451] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:17:20.582494] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1456 tests
[2025-10-14T23:17:20.582548] [INFO ] [CONFIGURE ] CIEN: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:17:20.582581] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_lag_shelf']
[2025-10-14T23:17:20.682124] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.783723] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:20.884153] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:20.985216] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:21.087415] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:21.190150] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:21.294738] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:21.397007] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:21.504260] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:21.611187] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:21.611352] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:17:21.611396] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1455 tests
[2025-10-14T23:17:21.611430] [INFO ] [CONFIGURE ] CIEN: Testing feature 8/29: add_macd
[2025-10-14T23:17:21.611463] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:17:21.754098] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:21.894285] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:22.039431] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:22.179669] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:22.319999] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:22.462867] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:22.610462] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:22.761780] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:22.911221] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:23.058574] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:23.058775] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:17:23.058832] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.5s/test | Remaining: 1454 tests
[2025-10-14T23:17:23.058868] [INFO ] [CONFIGURE ] CIEN: Testing feature 9/29: add_mfi
[2025-10-14T23:17:23.058901] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_mfi']
[2025-10-14T23:17:23.178678] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:23.302127] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:23.424687] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:23.544333] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:23.673993] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:23.804882] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:23.930751] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:24.053123] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:24.179213] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:24.302416] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:24.302594] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:17:24.302660] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.4s/test | Remaining: 1453 tests
[2025-10-14T23:17:24.302720] [INFO ] [CONFIGURE ] CIEN: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:17:24.302755] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:17:24.438510] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:24.576544] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:24.715896] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:24.862898] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:25.003567] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:25.145034] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:25.286966] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:25.424203] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:25.563845] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:25.704081] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:25.704244] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:17:25.704291] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.4s/test | Remaining: 1452 tests
[2025-10-14T23:17:25.704326] [INFO ] [CONFIGURE ] CIEN: Testing feature 11/29: add_obv_daily
[2025-10-14T23:17:25.704358] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily']
[2025-10-14T23:17:25.812789] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:25.924985] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:26.036205] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.150681] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.267239] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:26.379178] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.491218] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.604560] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:26.719393] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.831820] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:26.831976] [INFO ] [CONFIGURE ] CIEN: KEPT add_obv_daily (score: 90.00%)
[2025-10-14T23:17:26.832020] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.4s/test | Remaining: 1451 tests
[2025-10-14T23:17:26.832054] [INFO ] [CONFIGURE ] CIEN: Testing feature 12/29: add_obv_interval
[2025-10-14T23:17:26.832085] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-14T23:17:26.952897] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:27.072226] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:27.193455] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:27.316429] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:17:27.436639] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:27.557531] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:27.679459] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:27.803168] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:27.929101] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:28.058793] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:28.058992] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:17:28.059039] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.4s/test | Remaining: 1450 tests
[2025-10-14T23:17:28.059148] [INFO ] [CONFIGURE ] CIEN: Testing feature 13/29: add_opening_strength
[2025-10-14T23:17:28.059191] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:17:28.195536] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:28.327398] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:28.456466] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:28.588975] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:28.726618] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:28.864030] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:29.010736] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:29.159871] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:29.308669] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:29.448055] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:29.448225] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-14T23:17:29.448275] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.4s/test | Remaining: 1449 tests
[2025-10-14T23:17:29.448310] [INFO ] [CONFIGURE ] CIEN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:17:29.448341] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:17:29.583730] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:29.713719] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:29.846049] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:17:29.978206] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:30.118639] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:30.257349] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:30.400272] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:30.547436] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:30.689293] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:30.829083] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:30.829256] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:17:30.829306] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.4s/test | Remaining: 1448 tests
[2025-10-14T23:17:30.829341] [INFO ] [CONFIGURE ] CIEN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:17:30.829373] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:17:30.947847] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:31.066315] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:31.186298] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:31.310506] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:31.429800] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:31.550008] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:31.671287] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:31.791908] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:31.914191] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.036448] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.036631] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:17:32.036714] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.4s/test | Remaining: 1447 tests
[2025-10-14T23:17:32.036757] [INFO ] [CONFIGURE ] CIEN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:17:32.036791] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:17:32.162533] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.291616] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:32.433179] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.562526] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.696613] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:32.824949] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:32.953416] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.082524] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:33.211416] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.341458] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.341619] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-14T23:17:33.341700] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.4s/test | Remaining: 1446 tests
[2025-10-14T23:17:33.341748] [INFO ] [CONFIGURE ] CIEN: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:17:33.341780] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:17:33.471769] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.600975] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:33.730036] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.859846] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:33.990280] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:34.121798] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:34.253708] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:34.386278] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:34.518998] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:34.658096] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:34.658291] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:17:34.658342] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.4s/test | Remaining: 1445 tests
[2025-10-14T23:17:34.658377] [INFO ] [CONFIGURE ] CIEN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:17:34.658410] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:17:34.792702] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:34.955435] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:35.109900] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:35.279441] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:35.453919] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:35.639927] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:35.788288] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:35.933473] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:36.062350] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:36.188816] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:36.188995] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-14T23:17:36.189067] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.4s/test | Remaining: 1444 tests
[2025-10-14T23:17:36.189126] [INFO ] [CONFIGURE ] CIEN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:17:36.189162] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:17:36.313792] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:36.437140] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:36.556820] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:36.676393] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:36.796916] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:36.949602] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:37.073183] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:37.195667] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:37.318597] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:37.442425] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:37.442610] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:17:37.442684] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.4s/test | Remaining: 1443 tests
[2025-10-14T23:17:37.442757] [INFO ] [CONFIGURE ] CIEN: Testing feature 20/29: add_price_rejection
[2025-10-14T23:17:37.442792] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-14T23:17:37.566770] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:37.697311] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:37.827755] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:37.957240] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:38.089626] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:38.222688] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:38.354505] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:38.485953] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:38.615634] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:38.747781] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:38.747937] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:17:38.748019] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.4s/test | Remaining: 1442 tests
[2025-10-14T23:17:38.748060] [INFO ] [CONFIGURE ] CIEN: Testing feature 21/29: add_range_position
[2025-10-14T23:17:38.748094] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-14T23:17:38.884822] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:39.026961] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:39.167117] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:39.308498] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:39.447663] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:39.587602] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:39.731143] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:39.871817] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:40.017181] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:40.156256] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:40.156418] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:17:40.156467] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.4s/test | Remaining: 1441 tests
[2025-10-14T23:17:40.156502] [INFO ] [CONFIGURE ] CIEN: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:17:40.156534] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:17:40.308912] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:40.457543] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:40.606901] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:40.757110] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:40.907833] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:41.058949] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:41.216899] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:41.371841] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:41.527480] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:41.681605] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:41.681816] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:17:41.681868] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.4s/test | Remaining: 1440 tests
[2025-10-14T23:17:41.681903] [INFO ] [CONFIGURE ] CIEN: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:17:41.681934] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:17:41.807119] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:41.932482] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:42.062981] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:42.209148] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:42.356544] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:42.504501] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:42.652925] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:42.782270] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:42.911664] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:43.041166] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:43.041357] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:17:43.041403] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.4s/test | Remaining: 1439 tests
[2025-10-14T23:17:43.041437] [INFO ] [CONFIGURE ] CIEN: Testing feature 24/29: add_rsi
[2025-10-14T23:17:43.041470] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:17:43.192442] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:43.337521] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:43.480748] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:43.628248] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:43.782800] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:43.937124] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:44.091481] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:44.245859] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:44.414409] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:44.565514] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:44.565721] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:17:44.565785] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.4s/test | Remaining: 1438 tests
[2025-10-14T23:17:44.565824] [INFO ] [CONFIGURE ] CIEN: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:17:44.565858] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:17:44.689268] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:44.811432] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:44.935827] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.060142] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.184421] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:45.308768] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.438225] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.563287] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:45.688845] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.814076] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:45.814224] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:17:45.814269] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.4s/test | Remaining: 1437 tests
[2025-10-14T23:17:45.814303] [INFO ] [CONFIGURE ] CIEN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:17:45.814335] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:17:45.938050] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:46.063072] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:46.187545] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:46.314631] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:46.442108] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:46.571215] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:46.701171] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:17:46.827171] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:46.954320] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:47.083099] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:47.083246] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:17:47.083290] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.4s/test | Remaining: 1436 tests
[2025-10-14T23:17:47.083324] [INFO ] [CONFIGURE ] CIEN: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:17:47.083355] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:17:47.215109] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:47.351107] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:47.487226] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:47.628232] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:47.763788] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:47.898449] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:48.035336] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:48.173667] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:48.310371] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:48.452120] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:48.452347] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:17:48.452412] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.4s/test | Remaining: 1435 tests
[2025-10-14T23:17:48.452450] [INFO ] [CONFIGURE ] CIEN: Testing feature 28/29: add_volume_profile
[2025-10-14T23:17:48.452482] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-14T23:17:48.580668] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:48.709881] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:48.838309] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:48.969416] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.093810] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:49.221146] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.346928] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.473790] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:49.601536] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.734283] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.734455] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-14T23:17:49.734516] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.4s/test | Remaining: 1434 tests
[2025-10-14T23:17:49.734575] [INFO ] [CONFIGURE ] CIEN: Testing feature 29/29: add_vwap
[2025-10-14T23:17:49.734609] [INFO ] [CONFIGURE ] CIEN: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-14T23:17:49.862321] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:17:49.987001] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:17:50.112922] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:50.240113] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:17:50.369872] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:50.496952] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:17:50.625118] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:17:50.754443] [DEBUG] [FORECASTER] CIEN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:17:50.884601] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:17:51.015516] [DEBUG] [FORECASTER] CIEN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:17:51.015679] [INFO ] [CONFIGURE ] CIEN: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:17:51.015741] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.4s/test | Remaining: 1433 tests
[2025-10-14T23:17:51.015780] [INFO ] [CONFIGURE ] CIEN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:17:51.015811] [INFO ] [CONFIGURE ] CIEN: Best accuracy: 90.00%
[2025-10-14T23:17:51.015844] [INFO ] [CONFIGURE ] CIEN: Best feature set (1 features): ['add_obv_daily']
[2025-10-14T23:17:51.015872] [INFO ] [CONFIGURE ] CIEN: Improvement over baseline: 10.00%
[2025-10-14T23:17:51.015900] [INFO ] [CONFIGURE ] CIEN: Total time: 37.7 seconds
[2025-10-14T23:17:51.015927] [INFO ] [CONFIGURE ] CIEN: Average time per feature: 1.3 seconds
[2025-10-14T23:17:51.015977] [INFO ] [CONFIGURE ] CIEN: Average speed: 0.77 features/sec
[2025-10-14T23:17:51.016487] [INFO ] [LOCAL     ] Saved configuration for CIEN: 1 features, 90.00% accuracy -> ./output/feature-sets/CIEN.json
[2025-10-14T23:17:51.016554] [INFO ] [CONFIGURE ] CIEN: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-14T23:17:51.016665] [INFO ] [sig       ] [47/96] Successfully configured CIEN | 0.02 sym/s | Total: 33.5m | ETA: 34.9m
[2025-10-14T23:17:51.016735] [INFO ] [sig       ] [48/96] Configuring CIG...
[2025-10-14T23:17:51.016774] [INFO ] [CONFIGURE ] CIG: Configurate test run.
[2025-10-14T23:17:51.016805] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIG' from 'https://tdm.silogroup.org/data/derivative_storage/CIG.csv'.
[2025-10-14T23:17:51.029832] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIG'.
[2025-10-14T23:17:51.030141] [INFO ] [CONFIGURE ] CIG: Testing with 29 available features
[2025-10-14T23:17:51.030196] [INFO ] [CONFIGURE ] CIG: Establishing baseline with no features...
[2025-10-14T23:17:51.134175] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:17:51.237583] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:51.346195] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:17:51.453156] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:51.558604] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:17:51.664574] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:51.770920] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:51.885013] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:51.996866] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:52.108754] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:52.108912] [INFO ] [CONFIGURE ] CIG: Baseline score (no features): 50.00%
[2025-10-14T23:17:52.108955] [INFO ] [CONFIGURE ] CIG: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:17:52.108988] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:17:52.230349] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:17:52.352003] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:52.485522] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:52.617399] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:52.743190] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:52.867216] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:52.993515] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:53.120416] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:53.248576] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:53.376502] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:53.376702] [INFO ] [CONFIGURE ] CIG: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-14T23:17:53.376762] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.4s/test | Remaining: 1432 tests
[2025-10-14T23:17:53.376799] [INFO ] [CONFIGURE ] CIG: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:17:53.376832] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:17:53.534960] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:17:53.691951] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:53.840574] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:53.989750] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.135469] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.281585] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.434146] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.582313] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.735850] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:54.883861] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:54.884028] [INFO ] [CONFIGURE ] CIG: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-14T23:17:54.884095] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.4s/test | Remaining: 1431 tests
[2025-10-14T23:17:54.884153] [INFO ] [CONFIGURE ] CIG: Testing feature 3/29: add_daily_returns
[2025-10-14T23:17:54.884188] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:17:55.033541] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:17:55.198722] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:55.352093] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:55.502920] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:55.655343] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:55.808787] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:55.963819] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:56.121897] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:56.277136] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:56.431416] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:56.431588] [INFO ] [CONFIGURE ] CIG: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-14T23:17:56.431678] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.4s/test | Remaining: 1430 tests
[2025-10-14T23:17:56.431734] [INFO ] [CONFIGURE ] CIG: Testing feature 4/29: add_ema
[2025-10-14T23:17:56.431769] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:17:56.593537] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:17:56.755586] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:56.918635] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:17:57.082934] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:57.243085] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:57.404062] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:57.566791] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:57.733171] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:57.895904] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:58.057725] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:58.057890] [INFO ] [CONFIGURE ] CIG: DISCARDED add_ema (score: 80.00%)
[2025-10-14T23:17:58.057936] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.4s/test | Remaining: 1429 tests
[2025-10-14T23:17:58.058006] [INFO ] [CONFIGURE ] CIG: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:17:58.058049] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:17:58.225211] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:17:58.392224] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:17:58.553457] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:17:58.719040] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:17:58.886707] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:17:59.054908] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:17:59.224218] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:17:59.403070] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:17:59.575158] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:17:59.742501] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:17:59.742703] [INFO ] [CONFIGURE ] CIG: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:17:59.742767] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.4s/test | Remaining: 1428 tests
[2025-10-14T23:17:59.742805] [INFO ] [CONFIGURE ] CIG: Testing feature 6/29: add_failed_moves
[2025-10-14T23:17:59.742837] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:17:59.885699] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:00.029170] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:00.173935] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:00.319969] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:00.478926] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:00.626036] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:00.773160] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:00.922353] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:01.070947] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:01.233236] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:01.233427] [INFO ] [CONFIGURE ] CIG: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:18:01.233473] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.4s/test | Remaining: 1427 tests
[2025-10-14T23:18:01.233507] [INFO ] [CONFIGURE ] CIG: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:18:01.233539] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:18:01.396389] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:01.540729] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:01.683961] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:01.844283] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:01.988597] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:02.131040] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:02.275980] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:02.420316] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:02.570163] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:02.726634] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:02.726834] [INFO ] [CONFIGURE ] CIG: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:18:02.726882] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.4s/test | Remaining: 1426 tests
[2025-10-14T23:18:02.726918] [INFO ] [CONFIGURE ] CIG: Testing feature 8/29: add_macd
[2025-10-14T23:18:02.726951] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:18:02.932726] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:03.116030] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:03.296014] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:03.475735] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:03.657505] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:18:03.836580] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:04.019963] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:04.201949] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:04.442920] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:04.630343] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:04.630519] [INFO ] [CONFIGURE ] CIG: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:18:04.630564] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.4s/test | Remaining: 1425 tests
[2025-10-14T23:18:04.630599] [INFO ] [CONFIGURE ] CIG: Testing feature 9/29: add_mfi
[2025-10-14T23:18:04.630630] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-14T23:18:04.789109] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:04.943670] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:05.105243] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:05.270128] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:05.430940] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:05.600693] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:05.767180] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:05.946125] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:06.107141] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:06.265532] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:06.265800] [INFO ] [CONFIGURE ] CIG: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:18:06.265854] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.4s/test | Remaining: 1424 tests
[2025-10-14T23:18:06.265890] [INFO ] [CONFIGURE ] CIG: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:18:06.265922] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:18:06.438610] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:06.612840] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:06.782383] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:06.956410] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.123069] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.293094] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.468941] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.636457] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.807847] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:07.979612] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:07.979804] [INFO ] [CONFIGURE ] CIG: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:18:07.979856] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.4s/test | Remaining: 1423 tests
[2025-10-14T23:18:07.979892] [INFO ] [CONFIGURE ] CIG: Testing feature 11/29: add_obv_daily
[2025-10-14T23:18:07.979926] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:18:08.123793] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:08.268287] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:08.413299] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:08.560897] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:08.708817] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:08.857159] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:09.009332] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:18:09.157889] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:09.306997] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:09.452538] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:09.452738] [INFO ] [CONFIGURE ] CIG: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:18:09.452802] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.4s/test | Remaining: 1422 tests
[2025-10-14T23:18:09.452842] [INFO ] [CONFIGURE ] CIG: Testing feature 12/29: add_obv_interval
[2025-10-14T23:18:09.452877] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-14T23:18:09.590545] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:09.728938] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:09.868019] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:10.007673] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.148110] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.289190] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.460463] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.604850] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.751456] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:10.900313] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:10.900471] [INFO ] [CONFIGURE ] CIG: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:18:10.900518] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.4s/test | Remaining: 1421 tests
[2025-10-14T23:18:10.900555] [INFO ] [CONFIGURE ] CIG: Testing feature 13/29: add_opening_strength
[2025-10-14T23:18:10.900589] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:18:11.053778] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:11.211058] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:11.372546] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:11.526987] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:11.689350] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:11.854230] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:12.013591] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:12.179541] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:12.344947] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:12.513008] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:12.513183] [INFO ] [CONFIGURE ] CIG: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-14T23:18:12.513228] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.4s/test | Remaining: 1420 tests
[2025-10-14T23:18:12.513267] [INFO ] [CONFIGURE ] CIG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:18:12.513298] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-14T23:18:12.678282] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:12.841034] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:13.007231] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:13.169001] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:13.340541] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:13.536440] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:13.703718] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:13.869110] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:14.038221] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:14.208112] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:14.208285] [INFO ] [CONFIGURE ] CIG: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:18:14.208331] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.4s/test | Remaining: 1419 tests
[2025-10-14T23:18:14.208388] [INFO ] [CONFIGURE ] CIG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:18:14.208423] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-14T23:18:14.354238] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:14.501887] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:14.650016] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:14.795972] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:14.942623] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.086981] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.234036] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.387252] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.535427] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:15.688860] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.689066] [INFO ] [CONFIGURE ] CIG: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:18:15.689170] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.4s/test | Remaining: 1418 tests
[2025-10-14T23:18:15.689213] [INFO ] [CONFIGURE ] CIG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:18:15.689246] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-14T23:18:15.842108] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:15.997271] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:16.149831] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:18:16.304118] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:16.458196] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:16.616046] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:16.770894] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:16.926892] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:17.084251] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:17.239477] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:17.239668] [INFO ] [CONFIGURE ] CIG: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:18:17.239731] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.4s/test | Remaining: 1417 tests
[2025-10-14T23:18:17.239769] [INFO ] [CONFIGURE ] CIG: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:18:17.239803] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-14T23:18:17.393215] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:17.549966] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:17.700858] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:17.848862] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:18.004310] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:18:18.159549] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:18.316159] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:18.477610] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:18.636113] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:18.790855] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:18.791013] [INFO ] [CONFIGURE ] CIG: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:18:18.791058] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.4s/test | Remaining: 1416 tests
[2025-10-14T23:18:18.791092] [INFO ] [CONFIGURE ] CIG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:18:18.791123] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-14T23:18:18.930531] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:19.083097] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:19.226676] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:19.374361] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:19.519120] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:19.664042] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:19.808413] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:19.956300] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:20.106850] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:20.254770] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:20.254967] [INFO ] [CONFIGURE ] CIG: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:18:20.255026] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.4s/test | Remaining: 1415 tests
[2025-10-14T23:18:20.255062] [INFO ] [CONFIGURE ] CIG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:18:20.255095] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-14T23:18:20.395785] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:20.539160] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:20.682370] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:20.830103] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:20.968401] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:21.107942] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:21.248465] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:21.392014] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:21.534715] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:21.680951] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:21.681112] [INFO ] [CONFIGURE ] CIG: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:18:21.681157] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.4s/test | Remaining: 1414 tests
[2025-10-14T23:18:21.681192] [INFO ] [CONFIGURE ] CIG: Testing feature 20/29: add_price_rejection
[2025-10-14T23:18:21.681224] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-14T23:18:21.843507] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:21.991350] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:22.139136] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:22.287510] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:22.436103] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:22.612663] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:22.764902] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:22.913664] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:23.065785] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:23.218941] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:23.219097] [INFO ] [CONFIGURE ] CIG: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:18:23.219143] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.4s/test | Remaining: 1413 tests
[2025-10-14T23:18:23.219177] [INFO ] [CONFIGURE ] CIG: Testing feature 21/29: add_range_position
[2025-10-14T23:18:23.219210] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-14T23:18:23.374996] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:23.556328] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:23.759353] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:23.950761] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:24.115353] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:24.279484] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:18:24.443834] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:24.607911] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:24.775440] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:24.938199] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:24.938343] [INFO ] [CONFIGURE ] CIG: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:18:24.938388] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.4s/test | Remaining: 1412 tests
[2025-10-14T23:18:24.938422] [INFO ] [CONFIGURE ] CIG: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:18:24.938453] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-14T23:18:25.105819] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:25.278251] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:25.464182] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:18:25.666559] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:25.841300] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:26.031719] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:26.216779] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:26.402210] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:26.589277] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:26.781204] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:26.781393] [INFO ] [CONFIGURE ] CIG: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:18:26.781439] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1411 tests
[2025-10-14T23:18:26.781477] [INFO ] [CONFIGURE ] CIG: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:18:26.781511] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-14T23:18:26.937515] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:27.091073] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:27.239012] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:27.381686] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:27.532367] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:27.693023] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:27.871044] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:28.051241] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:28.220501] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:28.391621] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:28.391850] [INFO ] [CONFIGURE ] CIG: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:18:28.391903] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1410 tests
[2025-10-14T23:18:28.391942] [INFO ] [CONFIGURE ] CIG: Testing feature 24/29: add_rsi
[2025-10-14T23:18:28.391978] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-14T23:18:28.579859] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:28.764180] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:28.945921] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:29.118355] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:29.287806] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:29.457181] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:29.628992] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:29.800532] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:29.963093] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:30.121066] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:30.121206] [INFO ] [CONFIGURE ] CIG: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:18:30.121250] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1409 tests
[2025-10-14T23:18:30.121284] [INFO ] [CONFIGURE ] CIG: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:18:30.121316] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-14T23:18:30.254711] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:18:30.388328] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:30.523611] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:30.659390] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:30.795327] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:30.933491] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:31.074883] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:31.217364] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:31.374152] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:31.523003] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:31.523190] [INFO ] [CONFIGURE ] CIG: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:18:31.523236] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1408 tests
[2025-10-14T23:18:31.523271] [INFO ] [CONFIGURE ] CIG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:18:31.523303] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-14T23:18:31.696257] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:31.847473] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:31.999841] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:32.153140] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:32.303943] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:32.449383] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:32.594867] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:32.742849] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:32.890148] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:33.039573] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:33.039763] [INFO ] [CONFIGURE ] CIG: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:18:33.039816] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1407 tests
[2025-10-14T23:18:33.039853] [INFO ] [CONFIGURE ] CIG: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:18:33.039886] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-14T23:18:33.197413] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:33.359909] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:33.512381] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:33.665222] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:33.828834] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:33.985594] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:34.143673] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:34.299616] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:34.456921] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:34.619604] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:34.619832] [INFO ] [CONFIGURE ] CIG: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:18:34.619885] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1406 tests
[2025-10-14T23:18:34.619921] [INFO ] [CONFIGURE ] CIG: Testing feature 28/29: add_volume_profile
[2025-10-14T23:18:34.619953] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-14T23:18:34.768848] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:34.915951] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:35.061261] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:35.210258] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:35.359406] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:35.507399] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:35.660013] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:35.808284] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:35.955545] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:36.103831] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:36.103986] [INFO ] [CONFIGURE ] CIG: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:18:36.104030] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1405 tests
[2025-10-14T23:18:36.104064] [INFO ] [CONFIGURE ] CIG: Testing feature 29/29: add_vwap
[2025-10-14T23:18:36.104095] [INFO ] [CONFIGURE ] CIG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-14T23:18:36.252497] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:18:36.400773] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:18:36.547140] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:36.699339] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:18:36.854540] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:37.011108] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:18:37.165358] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:37.322174] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:18:37.468638] [DEBUG] [FORECASTER] CIG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:18:37.621111] [DEBUG] [FORECASTER] CIG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:18:37.621263] [INFO ] [CONFIGURE ] CIG: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:18:37.621309] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1404 tests
[2025-10-14T23:18:37.621343] [INFO ] [CONFIGURE ] CIG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:18:37.621375] [INFO ] [CONFIGURE ] CIG: Best accuracy: 80.00%
[2025-10-14T23:18:37.621407] [INFO ] [CONFIGURE ] CIG: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:18:37.621436] [INFO ] [CONFIGURE ] CIG: Improvement over baseline: 30.00%
[2025-10-14T23:18:37.621514] [INFO ] [CONFIGURE ] CIG: Total time: 45.5 seconds
[2025-10-14T23:18:37.621569] [INFO ] [CONFIGURE ] CIG: Average time per feature: 1.6 seconds
[2025-10-14T23:18:37.621601] [INFO ] [CONFIGURE ] CIG: Average speed: 0.64 features/sec
[2025-10-14T23:18:37.621946] [INFO ] [LOCAL     ] Saved configuration for CIG: 2 features, 80.00% accuracy -> ./output/feature-sets/CIG.json
[2025-10-14T23:18:37.622000] [INFO ] [CONFIGURE ] CIG: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:18:37.622039] [INFO ] [sig       ] [48/96] Successfully configured CIG | 0.02 sym/s | Total: 34.3m | ETA: 34.3m
[2025-10-14T23:18:37.622072] [INFO ] [sig       ] [49/96] Configuring CIM...
[2025-10-14T23:18:37.622101] [INFO ] [CONFIGURE ] CIM: Configurate test run.
[2025-10-14T23:18:37.622131] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIM' from 'https://tdm.silogroup.org/data/derivative_storage/CIM.csv'.
[2025-10-14T23:18:37.633515] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIM'.
[2025-10-14T23:18:37.633929] [INFO ] [CONFIGURE ] CIM: Testing with 29 available features
[2025-10-14T23:18:37.633985] [INFO ] [CONFIGURE ] CIM: Establishing baseline with no features...
[2025-10-14T23:18:37.752191] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:37.851596] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:37.953958] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:38.058115] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:38.162189] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:38.262155] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:38.367050] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:38.468994] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:38.573395] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:38.677334] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:38.677497] [INFO ] [CONFIGURE ] CIM: Baseline score (no features): 70.00%
[2025-10-14T23:18:38.677543] [INFO ] [CONFIGURE ] CIM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:18:38.677578] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:18:38.793337] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:38.910053] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:18:39.025524] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:39.137331] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:39.252044] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:39.370347] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:39.493236] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:39.618048] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:39.741886] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:39.866901] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:39.867078] [INFO ] [CONFIGURE ] CIM: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:18:39.867124] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1403 tests
[2025-10-14T23:18:39.867160] [INFO ] [CONFIGURE ] CIM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:18:39.867194] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:18:39.988885] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:40.109357] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:40.240868] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:40.376624] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:40.497580] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:40.619089] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:40.772859] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:40.897150] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:41.023239] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:41.153586] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:41.153780] [INFO ] [CONFIGURE ] CIM: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:18:41.153832] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1402 tests
[2025-10-14T23:18:41.153869] [INFO ] [CONFIGURE ] CIM: Testing feature 3/29: add_daily_returns
[2025-10-14T23:18:41.153903] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_daily_returns']
[2025-10-14T23:18:41.260674] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:41.372671] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:41.475503] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:41.593178] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:41.705226] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:41.817723] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:41.927229] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:42.032542] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:42.138490] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:42.245249] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:42.245395] [INFO ] [CONFIGURE ] CIM: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:18:42.245439] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1401 tests
[2025-10-14T23:18:42.245474] [INFO ] [CONFIGURE ] CIM: Testing feature 4/29: add_ema
[2025-10-14T23:18:42.245505] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_ema']
[2025-10-14T23:18:42.362465] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:42.480412] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:42.598797] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:42.717768] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:42.836525] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:42.955863] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:43.078155] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:43.197161] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:43.315843] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:43.438148] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:43.438324] [INFO ] [CONFIGURE ] CIM: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:18:43.438370] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.4s/test | Remaining: 1400 tests
[2025-10-14T23:18:43.438404] [INFO ] [CONFIGURE ] CIM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:18:43.438436] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:18:43.565144] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:43.698375] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:43.828104] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:18:43.958674] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:44.089945] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:44.220369] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:44.358737] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:18:44.494350] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:44.625530] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:44.759833] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:44.759992] [INFO ] [CONFIGURE ] CIM: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:18:44.760041] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.4s/test | Remaining: 1399 tests
[2025-10-14T23:18:44.760078] [INFO ] [CONFIGURE ] CIM: Testing feature 6/29: add_failed_moves
[2025-10-14T23:18:44.760109] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_failed_moves']
[2025-10-14T23:18:44.869127] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:44.975037] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:45.082006] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:45.190181] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:45.300404] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:45.411050] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:45.527511] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:45.646246] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:45.763872] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:45.877969] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:45.878149] [INFO ] [CONFIGURE ] CIM: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:18:45.878200] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.4s/test | Remaining: 1398 tests
[2025-10-14T23:18:45.878232] [INFO ] [CONFIGURE ] CIM: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:18:45.878263] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_lag_shelf']
[2025-10-14T23:18:45.976627] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:46.078996] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:46.177289] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:46.275459] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:46.375174] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:46.475050] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:46.573747] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:46.677721] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:46.786866] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:46.891373] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:46.891555] [INFO ] [CONFIGURE ] CIM: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:18:46.891600] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.4s/test | Remaining: 1397 tests
[2025-10-14T23:18:46.891635] [INFO ] [CONFIGURE ] CIM: Testing feature 8/29: add_macd
[2025-10-14T23:18:46.891709] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:18:47.031280] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:47.173581] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:47.334357] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:47.502143] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:47.660290] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:18:47.808887] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:47.956781] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:48.100511] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:48.247031] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:48.399097] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:48.399337] [INFO ] [CONFIGURE ] CIM: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:18:48.399414] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.4s/test | Remaining: 1396 tests
[2025-10-14T23:18:48.399457] [INFO ] [CONFIGURE ] CIM: Testing feature 9/29: add_mfi
[2025-10-14T23:18:48.399490] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_mfi']
[2025-10-14T23:18:48.522725] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:48.639529] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:48.754161] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:48.868941] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:48.989798] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:49.113037] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:49.232509] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:49.352400] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:49.472156] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:49.593842] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:49.594053] [INFO ] [CONFIGURE ] CIM: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:18:49.594107] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.4s/test | Remaining: 1395 tests
[2025-10-14T23:18:49.594148] [INFO ] [CONFIGURE ] CIM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:18:49.594252] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:18:49.735136] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:49.883358] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:50.021176] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:50.154880] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:50.292749] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:50.425827] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:50.559792] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:50.695796] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:50.845260] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:50.989113] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:50.989300] [INFO ] [CONFIGURE ] CIM: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:18:50.989364] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.4s/test | Remaining: 1394 tests
[2025-10-14T23:18:50.989403] [INFO ] [CONFIGURE ] CIM: Testing feature 11/29: add_obv_daily
[2025-10-14T23:18:50.989436] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_obv_daily']
[2025-10-14T23:18:51.103597] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:51.213916] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:51.322968] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:18:51.437043] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:51.547073] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:51.659339] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:51.771730] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:51.883160] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:51.997205] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:52.113487] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:52.113666] [INFO ] [CONFIGURE ] CIM: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:18:52.113729] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.4s/test | Remaining: 1393 tests
[2025-10-14T23:18:52.113768] [INFO ] [CONFIGURE ] CIM: Testing feature 12/29: add_obv_interval
[2025-10-14T23:18:52.113800] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_obv_interval']
[2025-10-14T23:18:52.220176] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:52.328420] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:52.437241] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:52.549548] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:52.666713] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:52.779757] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:52.911054] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:53.030797] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:53.147443] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:53.266125] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:53.266283] [INFO ] [CONFIGURE ] CIM: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:18:53.266340] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.4s/test | Remaining: 1392 tests
[2025-10-14T23:18:53.266399] [INFO ] [CONFIGURE ] CIM: Testing feature 13/29: add_opening_strength
[2025-10-14T23:18:53.266436] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:18:53.385993] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:53.500502] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:18:53.616361] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:18:53.733430] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:53.856752] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:53.976127] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:54.093003] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:18:54.210459] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:54.332451] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:54.465358] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:54.465521] [INFO ] [CONFIGURE ] CIM: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:18:54.465585] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.4s/test | Remaining: 1391 tests
[2025-10-14T23:18:54.465624] [INFO ] [CONFIGURE ] CIM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:18:54.465689] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:18:54.586150] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:54.705527] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:54.826765] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:54.946932] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:55.067838] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:55.186710] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:55.308604] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:55.431150] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:55.580269] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:55.717979] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:55.718166] [INFO ] [CONFIGURE ] CIM: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:18:55.718227] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.4s/test | Remaining: 1390 tests
[2025-10-14T23:18:55.718275] [INFO ] [CONFIGURE ] CIM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:18:55.718332] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:18:55.828456] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:55.961421] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:56.070821] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:56.176393] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:56.289000] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:56.396521] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:56.503218] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:56.616727] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:56.733203] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:56.849376] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:56.849549] [INFO ] [CONFIGURE ] CIM: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:18:56.849608] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.4s/test | Remaining: 1389 tests
[2025-10-14T23:18:56.849665] [INFO ] [CONFIGURE ] CIM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:18:56.849736] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:18:56.966775] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:57.083696] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:57.201528] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:57.319464] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:57.437438] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:57.557237] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:57.683223] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:57.803728] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:57.922344] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:18:58.041617] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:58.041839] [INFO ] [CONFIGURE ] CIM: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:18:58.041891] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.4s/test | Remaining: 1388 tests
[2025-10-14T23:18:58.041927] [INFO ] [CONFIGURE ] CIM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:18:58.041959] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:18:58.163118] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:58.280616] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:58.394446] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:58.509202] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:58.625027] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:58.745042] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:18:58.863390] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:18:58.996526] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:18:59.117366] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:18:59.232959] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:18:59.233114] [INFO ] [CONFIGURE ] CIM: KEPT add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:18:59.233205] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.4s/test | Remaining: 1387 tests
[2025-10-14T23:18:59.233260] [INFO ] [CONFIGURE ] CIM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:18:59.233294] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_pbf_volatility_5d']
[2025-10-14T23:18:59.348867] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:18:59.467187] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:18:59.584605] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:18:59.702842] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:18:59.821967] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:18:59.938681] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:00.056496] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:19:00.173679] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:00.291114] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:00.412765] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:00.412966] [INFO ] [CONFIGURE ] CIM: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:19:00.413018] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.4s/test | Remaining: 1386 tests
[2025-10-14T23:19:00.413101] [INFO ] [CONFIGURE ] CIM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:19:00.413142] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_pbf_vs_sma_5']
[2025-10-14T23:19:00.531802] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:00.650061] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:00.769110] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:00.888326] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:01.007787] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:01.133438] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:01.256413] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:01.376004] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:01.497220] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:01.618382] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:01.618522] [INFO ] [CONFIGURE ] CIM: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:19:01.618565] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.4s/test | Remaining: 1385 tests
[2025-10-14T23:19:01.618600] [INFO ] [CONFIGURE ] CIM: Testing feature 20/29: add_price_rejection
[2025-10-14T23:19:01.618631] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_price_rejection']
[2025-10-14T23:19:01.748116] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:01.887211] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:02.041524] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:02.176946] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:02.314039] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:02.446443] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:02.578975] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:02.712036] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:02.846045] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:02.981308] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:02.981480] [INFO ] [CONFIGURE ] CIM: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:19:02.981525] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.4s/test | Remaining: 1384 tests
[2025-10-14T23:19:02.981560] [INFO ] [CONFIGURE ] CIM: Testing feature 21/29: add_range_position
[2025-10-14T23:19:02.981592] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_range_position']
[2025-10-14T23:19:03.122218] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:03.260530] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:03.400233] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:03.539743] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:03.678535] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:03.825053] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:03.968837] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:04.124785] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:04.282900] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:04.429701] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:04.429847] [INFO ] [CONFIGURE ] CIM: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:19:04.429891] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.4s/test | Remaining: 1383 tests
[2025-10-14T23:19:04.429925] [INFO ] [CONFIGURE ] CIM: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:19:04.429956] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_realized_volatility']
[2025-10-14T23:19:04.586408] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:04.736831] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:04.887052] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:05.067751] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:05.215545] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:19:05.363850] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:05.521774] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:19:05.676506] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:05.832299] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:05.988216] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:05.988376] [INFO ] [CONFIGURE ] CIM: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:19:05.988420] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.4s/test | Remaining: 1382 tests
[2025-10-14T23:19:05.988455] [INFO ] [CONFIGURE ] CIM: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:19:05.988486] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_recent_range_context']
[2025-10-14T23:19:06.112702] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:06.241612] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:06.368493] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:06.495258] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:06.621783] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:06.748500] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:06.876009] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:07.003977] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:07.132143] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:07.260009] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:07.260198] [INFO ] [CONFIGURE ] CIM: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:19:07.260247] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.4s/test | Remaining: 1381 tests
[2025-10-14T23:19:07.260282] [INFO ] [CONFIGURE ] CIM: Testing feature 24/29: add_rsi
[2025-10-14T23:19:07.260315] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_ema', 'add_rsi']
[2025-10-14T23:19:07.407526] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:07.550893] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:07.695822] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:07.840367] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:07.988119] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:08.133963] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:08.279902] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:08.426350] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:08.577154] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:08.726139] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:08.726290] [INFO ] [CONFIGURE ] CIM: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:19:08.726334] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.4s/test | Remaining: 1380 tests
[2025-10-14T23:19:08.726370] [INFO ] [CONFIGURE ] CIM: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:19:08.726401] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_tick_distribution']
[2025-10-14T23:19:08.850327] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:08.973331] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:09.096941] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:09.220724] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:09.345103] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:09.469455] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:09.595736] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:09.726952] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:09.853345] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:09.986736] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:09.986907] [INFO ] [CONFIGURE ] CIM: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:19:09.986952] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.4s/test | Remaining: 1379 tests
[2025-10-14T23:19:09.986986] [INFO ] [CONFIGURE ] CIM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:19:09.987018] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_volume_momentum_confirmation']
[2025-10-14T23:19:10.122710] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:10.253036] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:10.383292] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:10.514675] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:10.647242] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:10.781226] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:10.920339] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:19:11.056511] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:11.193585] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:11.339633] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:11.339862] [INFO ] [CONFIGURE ] CIM: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:19:11.339911] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.4s/test | Remaining: 1378 tests
[2025-10-14T23:19:11.339947] [INFO ] [CONFIGURE ] CIM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:19:11.339980] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_volume_price_divergence']
[2025-10-14T23:19:11.489341] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:11.637668] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:11.783113] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:11.926732] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:12.072439] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:12.217709] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:12.359873] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:12.512455] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:12.668896] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:12.814682] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:12.814878] [INFO ] [CONFIGURE ] CIM: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:19:12.814927] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.4s/test | Remaining: 1377 tests
[2025-10-14T23:19:12.814963] [INFO ] [CONFIGURE ] CIM: Testing feature 28/29: add_volume_profile
[2025-10-14T23:19:12.814995] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_volume_profile']
[2025-10-14T23:19:12.949216] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:13.084375] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:13.220048] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:13.358621] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:13.505184] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:13.640102] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:13.772006] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:13.902505] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:14.039157] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:14.177672] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:14.177853] [INFO ] [CONFIGURE ] CIM: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:19:14.177900] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.4s/test | Remaining: 1376 tests
[2025-10-14T23:19:14.177941] [INFO ] [CONFIGURE ] CIM: Testing feature 29/29: add_vwap
[2025-10-14T23:19:14.178036] [INFO ] [CONFIGURE ] CIM: Testing with features: ['add_pbf_return_2d', 'add_vwap']
[2025-10-14T23:19:14.313173] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:14.451015] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:19:14.584395] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:19:14.718117] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:19:14.853727] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:14.988883] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:15.124050] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:19:15.261545] [DEBUG] [FORECASTER] CIM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:19:15.397286] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:15.533381] [DEBUG] [FORECASTER] CIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:19:15.533541] [INFO ] [CONFIGURE ] CIM: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:19:15.533585] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.4s/test | Remaining: 1375 tests
[2025-10-14T23:19:15.533620] [INFO ] [CONFIGURE ] CIM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:19:15.533680] [INFO ] [CONFIGURE ] CIM: Best accuracy: 80.00%
[2025-10-14T23:19:15.533737] [INFO ] [CONFIGURE ] CIM: Best feature set (1 features): ['add_pbf_return_2d']
[2025-10-14T23:19:15.533768] [INFO ] [CONFIGURE ] CIM: Improvement over baseline: 10.00%
[2025-10-14T23:19:15.533795] [INFO ] [CONFIGURE ] CIM: Total time: 36.9 seconds
[2025-10-14T23:19:15.533821] [INFO ] [CONFIGURE ] CIM: Average time per feature: 1.3 seconds
[2025-10-14T23:19:15.533848] [INFO ] [CONFIGURE ] CIM: Average speed: 0.79 features/sec
[2025-10-14T23:19:15.534402] [INFO ] [LOCAL     ] Saved configuration for CIM: 1 features, 80.00% accuracy -> ./output/feature-sets/CIM.json
[2025-10-14T23:19:15.534470] [INFO ] [CONFIGURE ] CIM: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:19:15.534573] [INFO ] [sig       ] [49/96] Successfully configured CIM | 0.02 sym/s | Total: 34.9m | ETA: 33.5m
[2025-10-14T23:19:15.534661] [INFO ] [sig       ] [50/96] Configuring CINT...
[2025-10-14T23:19:15.534722] [INFO ] [CONFIGURE ] CINT: Configurate test run.
[2025-10-14T23:19:15.534756] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CINT' from 'https://tdm.silogroup.org/data/derivative_storage/CINT.csv'.
[2025-10-14T23:19:15.547939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CINT'.
[2025-10-14T23:19:15.548344] [INFO ] [CONFIGURE ] CINT: Testing with 29 available features
[2025-10-14T23:19:15.548399] [INFO ] [CONFIGURE ] CINT: Establishing baseline with no features...
[2025-10-14T23:19:15.654234] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:15.757177] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:15.860096] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:15.962575] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:16.066281] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.169683] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.275282] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.381279] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.490454] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.595673] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:16.595815] [INFO ] [CONFIGURE ] CINT: Baseline score (no features): 70.00%
[2025-10-14T23:19:16.595858] [INFO ] [CONFIGURE ] CINT: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:19:16.595892] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:19:16.710393] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:16.834693] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:16.950296] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.064925] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:17.179262] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.294155] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.409427] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.525515] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.641721] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:17.757431] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:17.757593] [INFO ] [CONFIGURE ] CINT: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:19:17.757637] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.4s/test | Remaining: 1374 tests
[2025-10-14T23:19:17.757713] [INFO ] [CONFIGURE ] CINT: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:19:17.757751] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:19:17.877431] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:17.999271] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.118104] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.237167] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:18.355783] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.475398] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.596580] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.716815] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.837486] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:18.964315] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:18.964477] [INFO ] [CONFIGURE ] CINT: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:19:18.964521] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.4s/test | Remaining: 1373 tests
[2025-10-14T23:19:18.964557] [INFO ] [CONFIGURE ] CINT: Testing feature 3/29: add_daily_returns
[2025-10-14T23:19:18.964590] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_daily_returns']
[2025-10-14T23:19:19.073205] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:19.185778] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.300919] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.408129] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:19.521124] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.628032] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.736607] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.844078] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:19.954129] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:20.064514] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:20.064967] [INFO ] [CONFIGURE ] CINT: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:19:20.065029] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.4s/test | Remaining: 1372 tests
[2025-10-14T23:19:20.065066] [INFO ] [CONFIGURE ] CINT: Testing feature 4/29: add_ema
[2025-10-14T23:19:20.065099] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_ema']
[2025-10-14T23:19:20.216900] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:20.352572] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:20.492101] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:20.641322] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:20.784358] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:20.961787] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:21.106790] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:21.286789] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:21.430990] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:21.577003] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:21.577202] [INFO ] [CONFIGURE ] CINT: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:19:21.577266] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.4s/test | Remaining: 1371 tests
[2025-10-14T23:19:21.577304] [INFO ] [CONFIGURE ] CINT: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:19:21.577336] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:19:21.711108] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:21.841989] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:21.985031] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:22.130319] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:22.275904] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:22.423559] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:22.572320] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:22.720683] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:22.870817] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.024176] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:23.024354] [INFO ] [CONFIGURE ] CINT: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:19:23.024400] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.4s/test | Remaining: 1370 tests
[2025-10-14T23:19:23.024436] [INFO ] [CONFIGURE ] CINT: Testing feature 6/29: add_failed_moves
[2025-10-14T23:19:23.024468] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_failed_moves']
[2025-10-14T23:19:23.149811] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.274769] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:23.383145] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.486739] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:23.590844] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.695417] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.800301] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:23.906018] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.012792] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.118813] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:24.118973] [INFO ] [CONFIGURE ] CINT: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:19:24.119025] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.4s/test | Remaining: 1369 tests
[2025-10-14T23:19:24.119062] [INFO ] [CONFIGURE ] CINT: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:19:24.119093] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_lag_shelf']
[2025-10-14T23:19:24.213374] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.307908] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:24.403755] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.520433] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:24.634797] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.736640] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.838833] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:24.941022] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:25.043322] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:25.145420] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:25.145575] [INFO ] [CONFIGURE ] CINT: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:19:25.145620] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.4s/test | Remaining: 1368 tests
[2025-10-14T23:19:25.145706] [INFO ] [CONFIGURE ] CINT: Testing feature 8/29: add_macd
[2025-10-14T23:19:25.145757] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:19:25.281358] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:25.416371] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:25.555152] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:25.692846] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:25.831624] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:25.971028] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:26.111011] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:26.280064] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:26.420446] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:26.560413] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:26.560593] [INFO ] [CONFIGURE ] CINT: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:19:26.560638] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.4s/test | Remaining: 1367 tests
[2025-10-14T23:19:26.560717] [INFO ] [CONFIGURE ] CINT: Testing feature 9/29: add_mfi
[2025-10-14T23:19:26.560753] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_mfi']
[2025-10-14T23:19:26.674236] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:26.789477] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:26.904106] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.018812] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:27.139070] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.259834] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.381056] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.502177] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.618722] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.736084] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:27.736226] [INFO ] [CONFIGURE ] CINT: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:19:27.736269] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.4s/test | Remaining: 1366 tests
[2025-10-14T23:19:27.736305] [INFO ] [CONFIGURE ] CINT: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:19:27.736336] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:19:27.866432] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:27.995236] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:28.124730] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:28.254368] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:28.387284] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:28.518567] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:28.651139] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:28.783271] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:28.917631] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.050266] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:29.050414] [INFO ] [CONFIGURE ] CINT: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:19:29.050458] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.4s/test | Remaining: 1365 tests
[2025-10-14T23:19:29.050492] [INFO ] [CONFIGURE ] CINT: Testing feature 11/29: add_obv_daily
[2025-10-14T23:19:29.050524] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily']
[2025-10-14T23:19:29.156081] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.295905] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.403919] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.512221] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:29.621660] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.731280] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.841397] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:29.951579] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.070848] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.189559] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:30.189761] [INFO ] [CONFIGURE ] CINT: KEPT add_obv_daily (score: 80.00%)
[2025-10-14T23:19:30.189815] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.4s/test | Remaining: 1364 tests
[2025-10-14T23:19:30.189851] [INFO ] [CONFIGURE ] CINT: Testing feature 12/29: add_obv_interval
[2025-10-14T23:19:30.189882] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-14T23:19:30.313460] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.437780] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.562763] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.690400] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:30.818379] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:30.944200] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.069805] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.203896] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.331865] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.459863] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:31.460042] [INFO ] [CONFIGURE ] CINT: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:19:31.460088] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.4s/test | Remaining: 1363 tests
[2025-10-14T23:19:31.460122] [INFO ] [CONFIGURE ] CINT: Testing feature 13/29: add_opening_strength
[2025-10-14T23:19:31.460154] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:19:31.596512] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.730670] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:31.862665] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.003963] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:32.136816] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.269940] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.404070] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.535802] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.670002] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:32.802825] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:32.802991] [INFO ] [CONFIGURE ] CINT: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-14T23:19:32.803035] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.4s/test | Remaining: 1362 tests
[2025-10-14T23:19:32.803069] [INFO ] [CONFIGURE ] CINT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:19:32.803103] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:19:32.934370] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.068362] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.214417] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.368515] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:33.516329] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.672411] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.830936] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:33.987671] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:34.144129] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:34.301124] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:34.301307] [INFO ] [CONFIGURE ] CINT: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:19:34.301355] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.4s/test | Remaining: 1361 tests
[2025-10-14T23:19:34.301392] [INFO ] [CONFIGURE ] CINT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:19:34.301426] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:19:34.437635] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:34.562798] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:34.693060] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:34.812604] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:34.935257] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.059453] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.182739] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.307778] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.439203] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.561625] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:35.561809] [INFO ] [CONFIGURE ] CINT: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:19:35.561858] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.4s/test | Remaining: 1360 tests
[2025-10-14T23:19:35.561893] [INFO ] [CONFIGURE ] CINT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:19:35.561923] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:19:35.694194] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:35.818754] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:35.948937] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.077855] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:36.210221] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.353144] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.486271] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.623190] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.758496] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:36.885477] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:36.885619] [INFO ] [CONFIGURE ] CINT: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:19:36.885696] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.4s/test | Remaining: 1359 tests
[2025-10-14T23:19:36.885743] [INFO ] [CONFIGURE ] CINT: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:19:36.885775] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:19:37.013526] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.136456] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.260613] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.387757] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:37.514350] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.639599] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.770109] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:37.899340] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.027126] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.156571] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:38.156778] [INFO ] [CONFIGURE ] CINT: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:19:38.156843] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.4s/test | Remaining: 1358 tests
[2025-10-14T23:19:38.156883] [INFO ] [CONFIGURE ] CINT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:19:38.156917] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:19:38.268400] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.402433] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.519970] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.633252] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:38.747839] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.863053] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:38.982817] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.099076] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.217241] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.335287] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:39.335445] [INFO ] [CONFIGURE ] CINT: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:19:39.335489] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.4s/test | Remaining: 1357 tests
[2025-10-14T23:19:39.335523] [INFO ] [CONFIGURE ] CINT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:19:39.335554] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:19:39.449754] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.563483] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.677922] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:39.803506] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:39.944195] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.083052] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.217795] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.350375] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.474964] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.591602] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:40.591780] [INFO ] [CONFIGURE ] CINT: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:19:40.591831] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.4s/test | Remaining: 1356 tests
[2025-10-14T23:19:40.591866] [INFO ] [CONFIGURE ] CINT: Testing feature 20/29: add_price_rejection
[2025-10-14T23:19:40.591898] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-14T23:19:40.715599] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.837518] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:40.959921] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.084714] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:41.208032] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.335196] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.460682] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.585716] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.711865] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:41.853259] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:41.853440] [INFO ] [CONFIGURE ] CINT: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:19:41.853515] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.4s/test | Remaining: 1355 tests
[2025-10-14T23:19:41.853674] [INFO ] [CONFIGURE ] CINT: Testing feature 21/29: add_range_position
[2025-10-14T23:19:41.853737] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-14T23:19:42.006196] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:42.148739] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:42.288329] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:42.430236] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:42.579925] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:42.719892] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:42.863515] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.004506] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.137925] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.270864] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:43.271064] [INFO ] [CONFIGURE ] CINT: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:19:43.271128] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.4s/test | Remaining: 1354 tests
[2025-10-14T23:19:43.271166] [INFO ] [CONFIGURE ] CINT: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:19:43.271198] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:19:43.415377] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.559433] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.711408] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:43.857428] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:44.010501] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:44.166421] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:44.318121] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:44.481834] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:44.634511] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:44.794585] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:44.794758] [INFO ] [CONFIGURE ] CINT: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:19:44.794809] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.4s/test | Remaining: 1353 tests
[2025-10-14T23:19:44.794845] [INFO ] [CONFIGURE ] CINT: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:19:44.794876] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:19:44.921593] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:45.043594] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.167154] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.288310] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:45.409478] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.531106] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.654723] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.779021] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:45.904910] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:46.037976] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:46.038160] [INFO ] [CONFIGURE ] CINT: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:19:46.038233] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.4s/test | Remaining: 1352 tests
[2025-10-14T23:19:46.038292] [INFO ] [CONFIGURE ] CINT: Testing feature 24/29: add_rsi
[2025-10-14T23:19:46.038330] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:19:46.192926] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:46.336096] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:46.480199] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:46.624034] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:46.769039] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:46.918142] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.071483] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.224891] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.369490] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.515157] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:47.515328] [INFO ] [CONFIGURE ] CINT: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:19:47.515375] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.4s/test | Remaining: 1351 tests
[2025-10-14T23:19:47.515411] [INFO ] [CONFIGURE ] CINT: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:19:47.515443] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:19:47.636256] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.757020] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.876869] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:47.996030] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:48.114809] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.234300] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.353507] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.477178] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.596625] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.715896] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:48.716065] [INFO ] [CONFIGURE ] CINT: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:19:48.716138] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.4s/test | Remaining: 1350 tests
[2025-10-14T23:19:48.716195] [INFO ] [CONFIGURE ] CINT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:19:48.716231] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:19:48.834149] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:48.958767] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.093517] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.226841] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:49.350515] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.483815] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.632669] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.770520] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:49.912255] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:50.054662] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:50.054863] [INFO ] [CONFIGURE ] CINT: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:19:50.054912] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.4s/test | Remaining: 1349 tests
[2025-10-14T23:19:50.054964] [INFO ] [CONFIGURE ] CINT: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:19:50.055062] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:19:50.200932] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:50.338008] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:50.502167] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:50.638773] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:50.776886] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:50.920372] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.055020] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.189729] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.329374] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.471971] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:51.472153] [INFO ] [CONFIGURE ] CINT: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:19:51.472201] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.4s/test | Remaining: 1348 tests
[2025-10-14T23:19:51.472240] [INFO ] [CONFIGURE ] CINT: Testing feature 28/29: add_volume_profile
[2025-10-14T23:19:51.472274] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-14T23:19:51.598090] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.724077] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.847400] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:51.974723] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:52.100489] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:52.229292] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:52.352715] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:52.487675] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:52.615790] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:52.741208] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:52.741418] [INFO ] [CONFIGURE ] CINT: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:19:52.741471] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.4s/test | Remaining: 1347 tests
[2025-10-14T23:19:52.741508] [INFO ] [CONFIGURE ] CINT: Testing feature 29/29: add_vwap
[2025-10-14T23:19:52.741542] [INFO ] [CONFIGURE ] CINT: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-14T23:19:52.866853] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:19:52.992516] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.120999] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.248350] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:53.372705] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.507748] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.636804] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.766404] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:53.896302] [DEBUG] [FORECASTER] CINT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:54.027180] [DEBUG] [FORECASTER] CINT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:19:54.027333] [INFO ] [CONFIGURE ] CINT: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:19:54.027378] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.4s/test | Remaining: 1346 tests
[2025-10-14T23:19:54.027415] [INFO ] [CONFIGURE ] CINT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:19:54.027448] [INFO ] [CONFIGURE ] CINT: Best accuracy: 80.00%
[2025-10-14T23:19:54.027481] [INFO ] [CONFIGURE ] CINT: Best feature set (1 features): ['add_obv_daily']
[2025-10-14T23:19:54.027513] [INFO ] [CONFIGURE ] CINT: Improvement over baseline: 10.00%
[2025-10-14T23:19:54.027542] [INFO ] [CONFIGURE ] CINT: Total time: 37.4 seconds
[2025-10-14T23:19:54.027603] [INFO ] [CONFIGURE ] CINT: Average time per feature: 1.3 seconds
[2025-10-14T23:19:54.027690] [INFO ] [CONFIGURE ] CINT: Average speed: 0.77 features/sec
[2025-10-14T23:19:54.028231] [INFO ] [LOCAL     ] Saved configuration for CINT: 1 features, 80.00% accuracy -> ./output/feature-sets/CINT.json
[2025-10-14T23:19:54.028300] [INFO ] [CONFIGURE ] CINT: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:19:54.028361] [INFO ] [sig       ] [50/96] Successfully configured CINT | 0.02 sym/s | Total: 35.5m | ETA: 32.7m
[2025-10-14T23:19:54.028397] [INFO ] [sig       ] [51/96] Configuring CIVI...
[2025-10-14T23:19:54.028428] [INFO ] [CONFIGURE ] CIVI: Configurate test run.
[2025-10-14T23:19:54.028457] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIVI' from 'https://tdm.silogroup.org/data/derivative_storage/CIVI.csv'.
[2025-10-14T23:19:54.041609] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIVI'.
[2025-10-14T23:19:54.041990] [INFO ] [CONFIGURE ] CIVI: Testing with 29 available features
[2025-10-14T23:19:54.042050] [INFO ] [CONFIGURE ] CIVI: Establishing baseline with no features...
[2025-10-14T23:19:54.144131] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:54.246439] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:19:54.349303] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:19:54.451317] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:54.552825] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:19:54.655989] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:54.759581] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:54.865092] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:54.970037] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:19:55.073616] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:19:55.073785] [INFO ] [CONFIGURE ] CIVI: Baseline score (no features): 50.00%
[2025-10-14T23:19:55.073833] [INFO ] [CONFIGURE ] CIVI: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:19:55.073935] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:19:55.185329] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:55.297499] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:55.410964] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:19:55.528187] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:55.645741] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:55.763408] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:55.882125] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:55.998136] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:56.113049] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:19:56.229952] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:19:56.230106] [INFO ] [CONFIGURE ] CIVI: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:19:56.230151] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.4s/test | Remaining: 1345 tests
[2025-10-14T23:19:56.230187] [INFO ] [CONFIGURE ] CIVI: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:19:56.230221] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:19:56.365945] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:56.501217] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:56.636032] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:19:56.772577] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:56.906730] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:57.042617] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:19:57.179098] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:57.322892] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:57.460416] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:19:57.596957] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:19:57.597135] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:19:57.597182] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.4s/test | Remaining: 1344 tests
[2025-10-14T23:19:57.597219] [INFO ] [CONFIGURE ] CIVI: Testing feature 3/29: add_daily_returns
[2025-10-14T23:19:57.597275] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:19:57.718133] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:57.840177] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:57.962930] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:19:58.084776] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:58.209153] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:58.334127] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:19:58.458173] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:58.582127] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:19:58.705266] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:19:58.828719] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:19:58.828862] [INFO ] [CONFIGURE ] CIVI: KEPT add_daily_returns (score: 70.00%)
[2025-10-14T23:19:58.828906] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.4s/test | Remaining: 1343 tests
[2025-10-14T23:19:58.828939] [INFO ] [CONFIGURE ] CIVI: Testing feature 4/29: add_ema
[2025-10-14T23:19:58.828969] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-14T23:19:58.966557] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:19:59.105803] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:19:59.244425] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:19:59.382850] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:19:59.524530] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:19:59.664967] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:19:59.805052] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:19:59.941690] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:00.078126] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:00.215854] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:00.216034] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:20:00.216082] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.4s/test | Remaining: 1342 tests
[2025-10-14T23:20:00.216117] [INFO ] [CONFIGURE ] CIVI: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:20:00.216153] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:20:00.367188] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:00.522626] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:00.671719] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:00.821204] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:00.971226] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:01.120455] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:01.271027] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:01.422163] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:01.584530] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:01.742041] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:01.742246] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:20:01.742297] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.4s/test | Remaining: 1341 tests
[2025-10-14T23:20:01.742334] [INFO ] [CONFIGURE ] CIVI: Testing feature 6/29: add_failed_moves
[2025-10-14T23:20:01.742368] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_failed_moves']
[2025-10-14T23:20:01.870373] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:02.003462] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:02.143413] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:02.293217] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:02.453462] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:02.640411] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:02.793953] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:02.933196] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:03.085035] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:03.229004] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:03.229172] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:20:03.229217] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.4s/test | Remaining: 1340 tests
[2025-10-14T23:20:03.229252] [INFO ] [CONFIGURE ] CIVI: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:20:03.229285] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf']
[2025-10-14T23:20:03.348327] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:03.462546] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:03.573382] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:03.685518] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:03.797840] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:03.910659] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:04.024309] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:04.138070] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:04.254712] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:04.373173] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:04.373319] [INFO ] [CONFIGURE ] CIVI: KEPT add_lag_shelf (score: 80.00%)
[2025-10-14T23:20:04.373364] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.4s/test | Remaining: 1339 tests
[2025-10-14T23:20:04.373398] [INFO ] [CONFIGURE ] CIVI: Testing feature 8/29: add_macd
[2025-10-14T23:20:04.373430] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-14T23:20:04.528314] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:04.691867] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:04.849566] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:05.012567] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:05.178195] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:05.350989] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:05.515016] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:05.718737] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:05.887860] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:06.056438] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:06.056690] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:20:06.056756] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.4s/test | Remaining: 1338 tests
[2025-10-14T23:20:06.056797] [INFO ] [CONFIGURE ] CIVI: Testing feature 9/29: add_mfi
[2025-10-14T23:20:06.056832] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_mfi']
[2025-10-14T23:20:06.198076] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:06.343508] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:06.482270] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:06.619154] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:06.760964] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:06.905840] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:07.047381] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:07.186388] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:07.326029] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:07.467421] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:07.467590] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:20:07.467634] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.4s/test | Remaining: 1337 tests
[2025-10-14T23:20:07.467710] [INFO ] [CONFIGURE ] CIVI: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:20:07.467752] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:20:07.621307] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:07.775281] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:07.939128] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:08.096603] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:08.248360] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:08.404288] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:08.560807] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:08.738540] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:08.901540] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:09.062724] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:09.062924] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:20:09.062978] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.4s/test | Remaining: 1336 tests
[2025-10-14T23:20:09.063016] [INFO ] [CONFIGURE ] CIVI: Testing feature 11/29: add_obv_daily
[2025-10-14T23:20:09.063051] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily']
[2025-10-14T23:20:09.207790] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:09.339056] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:09.473907] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:09.606428] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:09.738363] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:09.871369] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:10.008742] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:10.157923] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:10.298264] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:10.438216] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:10.438409] [INFO ] [CONFIGURE ] CIVI: KEPT add_obv_daily (score: 90.00%)
[2025-10-14T23:20:10.438456] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.4s/test | Remaining: 1335 tests
[2025-10-14T23:20:10.438491] [INFO ] [CONFIGURE ] CIVI: Testing feature 12/29: add_obv_interval
[2025-10-14T23:20:10.438524] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:20:10.582215] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:10.726723] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:10.870245] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:11.010544] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:11.153983] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:11.296900] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:11.443341] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:11.593092] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:11.764509] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:11.903531] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:20:11.903735] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:20:11.903793] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.4s/test | Remaining: 1334 tests
[2025-10-14T23:20:11.903831] [INFO ] [CONFIGURE ] CIVI: Testing feature 13/29: add_opening_strength
[2025-10-14T23:20:11.903864] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_opening_strength']
[2025-10-14T23:20:12.043445] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:12.190553] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:12.333777] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:12.472139] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:12.612663] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:12.758404] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:12.906917] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:13.054780] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:13.208110] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:13.360281] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:20:13.360466] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_opening_strength (score: 90.00%)
[2025-10-14T23:20:13.360512] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.4s/test | Remaining: 1333 tests
[2025-10-14T23:20:13.360546] [INFO ] [CONFIGURE ] CIVI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:20:13.360578] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:20:13.515143] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:13.669514] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:13.826236] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:13.979861] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:14.140036] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:14.291799] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:14.447486] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:14.601105] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:14.784262] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:14.937830] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:20:14.938013] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:20:14.938075] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.4s/test | Remaining: 1332 tests
[2025-10-14T23:20:14.938113] [INFO ] [CONFIGURE ] CIVI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:20:14.938145] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:20:15.073621] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:15.209412] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:15.346310] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:15.484499] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:15.625225] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:15.764634] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:15.899525] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:16.034803] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:16.174831] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:16.314805] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:16.314977] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:20:16.315021] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.4s/test | Remaining: 1331 tests
[2025-10-14T23:20:16.315056] [INFO ] [CONFIGURE ] CIVI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:20:16.315089] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:20:16.463429] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:16.607024] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:16.750421] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:16.890873] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:17.030354] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:17.173692] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:17.315891] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:17.457567] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:17.604206] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:17.746144] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:17.746300] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-14T23:20:17.746344] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.4s/test | Remaining: 1330 tests
[2025-10-14T23:20:17.746377] [INFO ] [CONFIGURE ] CIVI: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:20:17.746409] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:20:17.886515] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:18.036109] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:18.181996] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:18.325454] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:18.467231] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:18.614600] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:18.767008] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:18.912997] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:19.078765] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:19.227131] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:19.227303] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:20:19.227348] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.4s/test | Remaining: 1329 tests
[2025-10-14T23:20:19.227383] [INFO ] [CONFIGURE ] CIVI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:20:19.227415] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:20:19.358234] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:19.491164] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:19.627993] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:19.774448] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:19.906487] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:20.038224] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:20.169908] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:20.302833] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:20.434906] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:20.566281] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:20.566409] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:20:20.566453] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.4s/test | Remaining: 1328 tests
[2025-10-14T23:20:20.566487] [INFO ] [CONFIGURE ] CIVI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:20:20.566519] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:20:20.694883] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:20.850148] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:20.978411] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:21.106118] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:21.234760] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:21.382421] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:21.520961] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:21.651766] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:21.782255] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:21.913329] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:21.913448] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-14T23:20:21.913491] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.4s/test | Remaining: 1327 tests
[2025-10-14T23:20:21.913601] [INFO ] [CONFIGURE ] CIVI: Testing feature 20/29: add_price_rejection
[2025-10-14T23:20:21.913662] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:20:22.052420] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:22.190607] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:22.327321] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:22.464452] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:22.602664] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:22.741048] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:22.880297] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:23.024488] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:23.165594] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:23.307032] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:23.307175] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_price_rejection (score: 90.00%)
[2025-10-14T23:20:23.307220] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.4s/test | Remaining: 1326 tests
[2025-10-14T23:20:23.307253] [INFO ] [CONFIGURE ] CIVI: Testing feature 21/29: add_range_position
[2025-10-14T23:20:23.307284] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:20:23.452403] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:23.598787] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:23.744733] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:23.893540] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:24.040751] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:24.187781] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:24.336776] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:24.490034] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:24.639616] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:24.788894] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:24.789028] [INFO ] [CONFIGURE ] CIVI: KEPT add_range_position (score: 100.00%)
[2025-10-14T23:20:24.789071] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.4s/test | Remaining: 1325 tests
[2025-10-14T23:20:24.789104] [INFO ] [CONFIGURE ] CIVI: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:20:24.789134] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_realized_volatility']
[2025-10-14T23:20:24.969202] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:25.149781] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:25.329871] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:25.511572] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:25.694281] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:25.881892] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:26.065917] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:26.249900] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:26.434489] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:26.620167] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:26.620313] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:20:26.620357] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.4s/test | Remaining: 1324 tests
[2025-10-14T23:20:26.620391] [INFO ] [CONFIGURE ] CIVI: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:20:26.620421] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_recent_range_context']
[2025-10-14T23:20:26.780514] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:26.940233] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:27.101751] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:27.267690] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:27.433607] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:27.599331] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:27.763923] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:27.929811] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:28.100639] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:28.268202] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:28.268402] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_recent_range_context (score: 100.00%)
[2025-10-14T23:20:28.268448] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.4s/test | Remaining: 1323 tests
[2025-10-14T23:20:28.268483] [INFO ] [CONFIGURE ] CIVI: Testing feature 24/29: add_rsi
[2025-10-14T23:20:28.268515] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_ema', 'add_rsi']
[2025-10-14T23:20:28.452554] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:28.629392] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:28.811905] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:28.992221] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:29.173133] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:29.355673] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:29.553416] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:29.789214] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:30.051153] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:30.326374] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:30.326623] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:20:30.326731] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.4s/test | Remaining: 1322 tests
[2025-10-14T23:20:30.326798] [INFO ] [CONFIGURE ] CIVI: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:20:30.326858] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_tick_distribution']
[2025-10-14T23:20:30.546042] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:30.713201] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:30.878130] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:31.042898] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:31.205353] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:31.366533] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:31.528091] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:31.695680] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:31.866215] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:32.033757] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:32.033918] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:20:32.033963] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.4s/test | Remaining: 1321 tests
[2025-10-14T23:20:32.033999] [INFO ] [CONFIGURE ] CIVI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:20:32.034033] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_volume_momentum_confirmation']
[2025-10-14T23:20:32.200229] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:32.367970] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:32.542490] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:20:32.710592] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:32.878986] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:33.048727] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:33.224026] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:33.419193] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:33.592485] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:33.765828] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:33.765994] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:20:33.766039] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.4s/test | Remaining: 1320 tests
[2025-10-14T23:20:33.766073] [INFO ] [CONFIGURE ] CIVI: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:20:33.766104] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_volume_price_divergence']
[2025-10-14T23:20:33.946070] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:34.128147] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:34.304227] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:34.484829] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:34.670211] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:34.845933] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:20:35.024394] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:35.210253] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:35.381249] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:35.556750] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:20:35.556953] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_volume_price_divergence (score: 90.00%)
[2025-10-14T23:20:35.557019] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.4s/test | Remaining: 1319 tests
[2025-10-14T23:20:35.557072] [INFO ] [CONFIGURE ] CIVI: Testing feature 28/29: add_volume_profile
[2025-10-14T23:20:35.557131] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_volume_profile']
[2025-10-14T23:20:35.744055] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:35.910085] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:36.073178] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:36.237396] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:36.402482] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:36.567839] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:36.741284] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:36.907982] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:37.081155] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:20:37.278576] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:20:37.278790] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:20:37.278845] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.4s/test | Remaining: 1318 tests
[2025-10-14T23:20:37.278881] [INFO ] [CONFIGURE ] CIVI: Testing feature 29/29: add_vwap
[2025-10-14T23:20:37.278915] [INFO ] [CONFIGURE ] CIVI: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position', 'add_vwap']
[2025-10-14T23:20:37.456107] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:37.624178] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:37.791996] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:37.965315] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:38.136809] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:38.306273] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:20:38.478228] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:38.649146] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:38.829780] [DEBUG] [FORECASTER] CIVI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:20:39.034828] [DEBUG] [FORECASTER] CIVI: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:20:39.035064] [INFO ] [CONFIGURE ] CIVI: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:20:39.035130] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.4s/test | Remaining: 1317 tests
[2025-10-14T23:20:39.035170] [INFO ] [CONFIGURE ] CIVI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:20:39.035203] [INFO ] [CONFIGURE ] CIVI: Best accuracy: 100.00%
[2025-10-14T23:20:39.035237] [INFO ] [CONFIGURE ] CIVI: Best feature set (5 features): ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:20:39.035268] [INFO ] [CONFIGURE ] CIVI: Improvement over baseline: 50.00%
[2025-10-14T23:20:39.035297] [INFO ] [CONFIGURE ] CIVI: Total time: 44.0 seconds
[2025-10-14T23:20:39.035325] [INFO ] [CONFIGURE ] CIVI: Average time per feature: 1.5 seconds
[2025-10-14T23:20:39.035353] [INFO ] [CONFIGURE ] CIVI: Average speed: 0.66 features/sec
[2025-10-14T23:20:39.035939] [INFO ] [LOCAL     ] Saved configuration for CIVI: 5 features, 100.00% accuracy -> ./output/feature-sets/CIVI.json
[2025-10-14T23:20:39.036008] [INFO ] [CONFIGURE ] CIVI: Configuration saved successfully: 5 features, 100.00% accuracy.
[2025-10-14T23:20:39.036108] [INFO ] [sig       ] [51/96] Successfully configured CIVI | 0.02 sym/s | Total: 36.3m | ETA: 32.0m
[2025-10-14T23:20:39.036185] [INFO ] [sig       ] [52/96] Configuring CLB...
[2025-10-14T23:20:39.036231] [INFO ] [CONFIGURE ] CLB: Configurate test run.
[2025-10-14T23:20:39.036264] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLB' from 'https://tdm.silogroup.org/data/derivative_storage/CLB.csv'.
[2025-10-14T23:20:39.050379] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLB'.
[2025-10-14T23:20:39.050869] [INFO ] [CONFIGURE ] CLB: Testing with 29 available features
[2025-10-14T23:20:39.050934] [INFO ] [CONFIGURE ] CLB: Establishing baseline with no features...
[2025-10-14T23:20:39.170356] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:39.289427] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:39.407561] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:39.528396] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:39.647973] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:20:39.782426] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:39.891831] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:39.999869] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:40.115101] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:40.231353] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:40.231521] [INFO ] [CONFIGURE ] CLB: Baseline score (no features): 40.00%
[2025-10-14T23:20:40.231568] [INFO ] [CONFIGURE ] CLB: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:20:40.231604] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:20:40.357105] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:40.483796] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:40.605818] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:40.723086] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:40.840057] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:40.957501] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:41.075926] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:41.197192] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:41.317189] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:41.435427] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:41.435595] [INFO ] [CONFIGURE ] CLB: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:20:41.435639] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.4s/test | Remaining: 1316 tests
[2025-10-14T23:20:41.435719] [INFO ] [CONFIGURE ] CLB: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:20:41.435755] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:20:41.566910] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:41.698600] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:41.831019] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:41.967193] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:42.123044] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:42.274355] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:42.432239] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:20:42.571897] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:42.704326] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:42.854893] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:42.855115] [INFO ] [CONFIGURE ] CLB: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:20:42.855177] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.4s/test | Remaining: 1315 tests
[2025-10-14T23:20:42.855228] [INFO ] [CONFIGURE ] CLB: Testing feature 3/29: add_daily_returns
[2025-10-14T23:20:42.855275] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:20:42.981015] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:43.096971] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:43.220605] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:43.341225] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:43.464984] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:43.589173] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:43.720160] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:20:43.842052] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:43.962290] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:44.083115] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:44.083275] [INFO ] [CONFIGURE ] CLB: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:20:44.083319] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.4s/test | Remaining: 1314 tests
[2025-10-14T23:20:44.083354] [INFO ] [CONFIGURE ] CLB: Testing feature 4/29: add_ema
[2025-10-14T23:20:44.083390] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:20:44.217287] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:44.356447] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:44.492059] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:44.626541] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:44.772258] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:44.921845] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:45.094998] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:45.237010] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:45.376584] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:45.519233] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:45.519464] [INFO ] [CONFIGURE ] CLB: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:20:45.519566] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.4s/test | Remaining: 1313 tests
[2025-10-14T23:20:45.519621] [INFO ] [CONFIGURE ] CLB: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:20:45.519693] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:20:45.664087] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:45.814738] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:45.967492] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:46.124487] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:46.277021] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:46.423837] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:46.574103] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:46.726164] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:46.870835] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:47.018989] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:47.019190] [INFO ] [CONFIGURE ] CLB: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:20:47.019258] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.4s/test | Remaining: 1312 tests
[2025-10-14T23:20:47.019317] [INFO ] [CONFIGURE ] CLB: Testing feature 6/29: add_failed_moves
[2025-10-14T23:20:47.019352] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:20:47.147468] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:47.270205] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:47.392768] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:47.517842] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:47.639635] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:47.765946] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:47.892799] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:48.021717] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:48.149751] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:48.299232] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:48.299453] [INFO ] [CONFIGURE ] CLB: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:20:48.299516] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.4s/test | Remaining: 1311 tests
[2025-10-14T23:20:48.299557] [INFO ] [CONFIGURE ] CLB: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:20:48.299592] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:20:48.422127] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:48.538334] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:48.653838] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:48.772757] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:48.895839] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:49.019913] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:49.142039] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:49.264941] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:49.388996] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:49.510874] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:49.511077] [INFO ] [CONFIGURE ] CLB: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:20:49.511136] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.4s/test | Remaining: 1310 tests
[2025-10-14T23:20:49.511174] [INFO ] [CONFIGURE ] CLB: Testing feature 8/29: add_macd
[2025-10-14T23:20:49.511282] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:20:49.665103] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:49.818820] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:49.972368] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:50.124373] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:50.284903] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:50.440973] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:50.601218] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:50.764507] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:20:50.937451] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:51.110302] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:51.110495] [INFO ] [CONFIGURE ] CLB: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:20:51.110541] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.4s/test | Remaining: 1309 tests
[2025-10-14T23:20:51.110577] [INFO ] [CONFIGURE ] CLB: Testing feature 9/29: add_mfi
[2025-10-14T23:20:51.110609] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:20:51.240423] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:51.372919] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:51.500162] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:51.626996] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:51.755459] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:51.884819] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:52.015593] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:52.146871] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:52.282545] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:52.415872] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:52.416085] [INFO ] [CONFIGURE ] CLB: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:20:52.416136] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.4s/test | Remaining: 1308 tests
[2025-10-14T23:20:52.416172] [INFO ] [CONFIGURE ] CLB: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:20:52.416203] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:20:52.567134] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:52.717468] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:52.870873] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:53.041630] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:53.201514] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:53.349093] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:53.497720] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:20:53.646890] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:53.796496] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:53.952134] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:53.952346] [INFO ] [CONFIGURE ] CLB: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:20:53.952407] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.4s/test | Remaining: 1307 tests
[2025-10-14T23:20:53.952444] [INFO ] [CONFIGURE ] CLB: Testing feature 11/29: add_obv_daily
[2025-10-14T23:20:53.952505] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:20:54.078924] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:20:54.212315] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:54.337842] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:54.463958] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:54.589558] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:54.716389] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:54.846292] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:54.982320] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:55.120416] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:55.254869] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:55.255101] [INFO ] [CONFIGURE ] CLB: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:20:55.255167] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.4s/test | Remaining: 1306 tests
[2025-10-14T23:20:55.255210] [INFO ] [CONFIGURE ] CLB: Testing feature 12/29: add_obv_interval
[2025-10-14T23:20:55.255289] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:20:55.378424] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:55.503522] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:55.628454] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:55.758589] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:20:55.886597] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:56.018936] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:56.160427] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:20:56.283174] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:56.408153] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:56.534180] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:56.534340] [INFO ] [CONFIGURE ] CLB: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:20:56.534434] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.4s/test | Remaining: 1305 tests
[2025-10-14T23:20:56.534478] [INFO ] [CONFIGURE ] CLB: Testing feature 13/29: add_opening_strength
[2025-10-14T23:20:56.534512] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:20:56.665031] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:56.793847] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:20:56.926250] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:57.056088] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:57.209322] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:57.340823] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:57.473122] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:20:57.603712] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:20:57.736047] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:57.867313] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:57.867465] [INFO ] [CONFIGURE ] CLB: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:20:57.867509] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.4s/test | Remaining: 1304 tests
[2025-10-14T23:20:57.867543] [INFO ] [CONFIGURE ] CLB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:20:57.867576] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:20:58.001900] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:58.137612] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:58.270252] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:58.407183] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:58.540223] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:20:58.673062] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:20:58.807754] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:20:58.942667] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:20:59.078031] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:20:59.216202] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:20:59.216361] [INFO ] [CONFIGURE ] CLB: KEPT add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:20:59.216407] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.4s/test | Remaining: 1303 tests
[2025-10-14T23:20:59.216441] [INFO ] [CONFIGURE ] CLB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:20:59.216473] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-14T23:20:59.351206] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:20:59.484957] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:20:59.623954] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:20:59.758313] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:20:59.893169] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:00.027460] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:00.166357] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:00.302514] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:00.439256] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:00.586984] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:00.587116] [INFO ] [CONFIGURE ] CLB: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:21:00.587188] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.4s/test | Remaining: 1302 tests
[2025-10-14T23:21:00.587232] [INFO ] [CONFIGURE ] CLB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:21:00.587265] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-14T23:21:00.745911] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:00.890473] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:01.033382] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:01.176599] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:01.322010] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:01.470553] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:01.621030] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:01.802228] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:01.955864] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:02.119246] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:02.119454] [INFO ] [CONFIGURE ] CLB: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:21:02.119504] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.4s/test | Remaining: 1301 tests
[2025-10-14T23:21:02.119542] [INFO ] [CONFIGURE ] CLB: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:21:02.119578] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-14T23:21:02.279832] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:02.438751] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:02.591744] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:02.738100] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:02.892612] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:03.041287] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:03.189626] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:03.341624] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:03.492777] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:03.644426] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:03.644604] [INFO ] [CONFIGURE ] CLB: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:21:03.644695] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.4s/test | Remaining: 1300 tests
[2025-10-14T23:21:03.644747] [INFO ] [CONFIGURE ] CLB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:21:03.644780] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-14T23:21:03.778009] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:03.915168] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:21:04.053790] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:04.194557] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:04.335197] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:04.476538] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:04.620351] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:04.755380] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:04.901028] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:05.046600] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:05.046772] [INFO ] [CONFIGURE ] CLB: DISCARDED add_pbf_volatility_5d (score: 30.00%)
[2025-10-14T23:21:05.046823] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.4s/test | Remaining: 1299 tests
[2025-10-14T23:21:05.046858] [INFO ] [CONFIGURE ] CLB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:21:05.046898] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-14T23:21:05.189977] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:05.326830] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:05.462378] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:05.599476] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:05.741903] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:05.883353] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:06.026041] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:06.177111] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:06.320318] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:06.464421] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:06.464560] [INFO ] [CONFIGURE ] CLB: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:21:06.464604] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.4s/test | Remaining: 1298 tests
[2025-10-14T23:21:06.464639] [INFO ] [CONFIGURE ] CLB: Testing feature 20/29: add_price_rejection
[2025-10-14T23:21:06.464882] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-14T23:21:06.613469] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:06.762322] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:06.911564] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:07.062361] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:07.218383] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:07.373265] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:07.527043] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:07.672661] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:07.818358] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:07.965448] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:07.965582] [INFO ] [CONFIGURE ] CLB: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:21:07.965663] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.4s/test | Remaining: 1297 tests
[2025-10-14T23:21:07.965722] [INFO ] [CONFIGURE ] CLB: Testing feature 21/29: add_range_position
[2025-10-14T23:21:07.965756] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-14T23:21:08.119551] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:08.278950] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:08.439012] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:08.603888] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:08.764894] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:08.926903] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:09.089180] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:09.251414] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:09.461179] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:09.633572] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:09.633767] [INFO ] [CONFIGURE ] CLB: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:21:09.633821] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.4s/test | Remaining: 1296 tests
[2025-10-14T23:21:09.633857] [INFO ] [CONFIGURE ] CLB: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:21:09.633890] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-14T23:21:09.814232] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:09.990889] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:10.170365] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:10.351583] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:10.530958] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:10.713965] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:10.905285] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:11.089246] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:11.276076] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:11.457296] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:11.457501] [INFO ] [CONFIGURE ] CLB: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:21:11.457584] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.4s/test | Remaining: 1295 tests
[2025-10-14T23:21:11.457634] [INFO ] [CONFIGURE ] CLB: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:21:11.457715] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-14T23:21:11.599264] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:11.739844] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:11.888619] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:12.031224] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:12.174218] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:12.323855] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:12.511858] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:12.660482] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:12.811054] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:12.966547] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:12.966730] [INFO ] [CONFIGURE ] CLB: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:21:12.966788] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.4s/test | Remaining: 1294 tests
[2025-10-14T23:21:12.966827] [INFO ] [CONFIGURE ] CLB: Testing feature 24/29: add_rsi
[2025-10-14T23:21:12.966870] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-14T23:21:13.136684] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:21:13.304508] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:13.471378] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:13.639335] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:13.809204] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:13.981058] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:14.158806] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:14.330816] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:14.502992] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:14.687540] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:14.687752] [INFO ] [CONFIGURE ] CLB: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:21:14.687807] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.4s/test | Remaining: 1293 tests
[2025-10-14T23:21:14.687844] [INFO ] [CONFIGURE ] CLB: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:21:14.687876] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-14T23:21:14.833746] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:14.980237] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:15.127568] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:15.282733] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:15.431505] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:15.578098] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:15.723121] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:15.866957] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:16.011823] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:16.156774] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:16.156969] [INFO ] [CONFIGURE ] CLB: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:21:16.157017] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.4s/test | Remaining: 1292 tests
[2025-10-14T23:21:16.157052] [INFO ] [CONFIGURE ] CLB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:21:16.157084] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-14T23:21:16.304121] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:16.447516] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:16.591183] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:16.740004] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:16.888755] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:17.037537] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:17.185945] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:17.334217] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:17.488151] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:17.640808] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:17.640960] [INFO ] [CONFIGURE ] CLB: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:21:17.641004] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.4s/test | Remaining: 1291 tests
[2025-10-14T23:21:17.641038] [INFO ] [CONFIGURE ] CLB: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:21:17.641069] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-14T23:21:17.789301] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:17.938684] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:18.093390] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:18.264950] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:18.418625] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:18.584338] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:18.740001] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:18.892711] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:19.046192] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:19.201174] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:19.201357] [INFO ] [CONFIGURE ] CLB: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:21:19.201419] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.4s/test | Remaining: 1290 tests
[2025-10-14T23:21:19.201495] [INFO ] [CONFIGURE ] CLB: Testing feature 28/29: add_volume_profile
[2025-10-14T23:21:19.201547] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-14T23:21:19.345291] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:21:19.490077] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:19.633996] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:19.791620] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:19.935149] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:20.080516] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:20.228873] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:20.377322] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:21:20.525861] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:20.673716] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:20.673874] [INFO ] [CONFIGURE ] CLB: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-14T23:21:20.673920] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.4s/test | Remaining: 1289 tests
[2025-10-14T23:21:20.673954] [INFO ] [CONFIGURE ] CLB: Testing feature 29/29: add_vwap
[2025-10-14T23:21:20.673986] [INFO ] [CONFIGURE ] CLB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-14T23:21:20.825897] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:21:20.975469] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:21:21.123478] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:21.273015] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:21:21.420540] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:21:21.601424] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:21.750540] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:21.900747] [DEBUG] [FORECASTER] CLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:21:22.054842] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:21:22.206975] [DEBUG] [FORECASTER] CLB: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:21:22.207118] [INFO ] [CONFIGURE ] CLB: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:21:22.207183] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.4s/test | Remaining: 1288 tests
[2025-10-14T23:21:22.207242] [INFO ] [CONFIGURE ] CLB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:21:22.207276] [INFO ] [CONFIGURE ] CLB: Best accuracy: 60.00%
[2025-10-14T23:21:22.207307] [INFO ] [CONFIGURE ] CLB: Best feature set (2 features): ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:21:22.207336] [INFO ] [CONFIGURE ] CLB: Improvement over baseline: 20.00%
[2025-10-14T23:21:22.207363] [INFO ] [CONFIGURE ] CLB: Total time: 42.0 seconds
[2025-10-14T23:21:22.207391] [INFO ] [CONFIGURE ] CLB: Average time per feature: 1.4 seconds
[2025-10-14T23:21:22.207418] [INFO ] [CONFIGURE ] CLB: Average speed: 0.69 features/sec
[2025-10-14T23:21:22.208030] [INFO ] [LOCAL     ] Saved configuration for CLB: 2 features, 60.00% accuracy -> ./output/feature-sets/CLB.json
[2025-10-14T23:21:22.208097] [INFO ] [CONFIGURE ] CLB: Configuration saved successfully: 2 features, 60.00% accuracy.
[2025-10-14T23:21:22.208214] [INFO ] [sig       ] [52/96] Successfully configured CLB | 0.02 sym/s | Total: 37.0m | ETA: 31.3m
[2025-10-14T23:21:22.208281] [INFO ] [sig       ] [53/96] Configuring CMSD...
[2025-10-14T23:21:22.208320] [INFO ] [CONFIGURE ] CMSD: Configurate test run.
[2025-10-14T23:21:22.208350] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMSD' from 'https://tdm.silogroup.org/data/derivative_storage/CMSD.csv'.
[2025-10-14T23:21:22.222717] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CMSD'.
[2025-10-14T23:21:22.223159] [INFO ] [CONFIGURE ] CMSD: Testing with 29 available features
[2025-10-14T23:21:22.223216] [INFO ] [CONFIGURE ] CMSD: Establishing baseline with no features...
[2025-10-14T23:21:22.328741] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:22.433800] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:22.541979] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:21:22.649810] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:22.758333] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:22.867994] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:22.975018] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:23.083466] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:21:23.198919] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:23.325213] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:21:23.325406] [INFO ] [CONFIGURE ] CMSD: Baseline score (no features): 20.00%
[2025-10-14T23:21:23.325452] [INFO ] [CONFIGURE ] CMSD: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:21:23.325486] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:21:23.473218] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:23.606570] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:21:23.779679] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:23.946034] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:24.110424] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:24.283062] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:24.436385] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:21:24.578771] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:24.723377] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:24.848369] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:24.848599] [INFO ] [CONFIGURE ] CMSD: KEPT add_bollinger_bands (score: 30.00%)
[2025-10-14T23:21:24.848688] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.4s/test | Remaining: 1287 tests
[2025-10-14T23:21:24.848746] [INFO ] [CONFIGURE ] CMSD: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:21:24.848785] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:21:24.987201] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:25.121520] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:21:25.253864] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:25.385809] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:25.519819] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:25.655315] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:25.788904] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:25.922628] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:21:26.058005] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:26.193057] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:26.193220] [INFO ] [CONFIGURE ] CMSD: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-14T23:21:26.193264] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.4s/test | Remaining: 1286 tests
[2025-10-14T23:21:26.193298] [INFO ] [CONFIGURE ] CMSD: Testing feature 3/29: add_daily_returns
[2025-10-14T23:21:26.193329] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:21:26.329412] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:26.466883] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:26.605436] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:26.747019] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:26.895048] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:27.044537] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:27.200832] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:27.377082] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:27.527755] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:27.690006] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:27.690188] [INFO ] [CONFIGURE ] CMSD: KEPT add_daily_returns (score: 60.00%)
[2025-10-14T23:21:27.690235] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.4s/test | Remaining: 1285 tests
[2025-10-14T23:21:27.690270] [INFO ] [CONFIGURE ] CMSD: Testing feature 4/29: add_ema
[2025-10-14T23:21:27.690303] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-14T23:21:27.850984] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:28.011019] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:28.193393] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:28.355212] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:28.515521] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:28.681936] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:28.848333] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:29.027464] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:29.211324] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:29.381003] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:21:29.381301] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:21:29.381363] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.4s/test | Remaining: 1284 tests
[2025-10-14T23:21:29.381402] [INFO ] [CONFIGURE ] CMSD: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:21:29.381437] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:21:29.566696] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:29.738023] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:29.903596] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:30.068097] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:30.240185] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:30.412488] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:30.587842] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:30.751153] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:30.915463] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:31.080201] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:21:31.080403] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:21:31.080505] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.4s/test | Remaining: 1283 tests
[2025-10-14T23:21:31.080557] [INFO ] [CONFIGURE ] CMSD: Testing feature 6/29: add_failed_moves
[2025-10-14T23:21:31.080622] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_failed_moves']
[2025-10-14T23:21:31.235581] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:31.391246] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:31.536619] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:31.688361] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:31.849184] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:32.002514] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:32.156486] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:32.324325] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:32.490316] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:32.661974] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:32.662130] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:21:32.662173] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.4s/test | Remaining: 1282 tests
[2025-10-14T23:21:32.662206] [INFO ] [CONFIGURE ] CMSD: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:21:32.662238] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf']
[2025-10-14T23:21:32.804476] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:32.950549] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:33.095114] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:33.236199] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:33.377057] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:33.520730] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:33.664576] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:33.801886] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:33.938377] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:34.076922] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:34.077058] [INFO ] [CONFIGURE ] CMSD: KEPT add_lag_shelf (score: 70.00%)
[2025-10-14T23:21:34.077101] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.4s/test | Remaining: 1281 tests
[2025-10-14T23:21:34.077135] [INFO ] [CONFIGURE ] CMSD: Testing feature 8/29: add_macd
[2025-10-14T23:21:34.077166] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-14T23:21:34.247415] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:34.420177] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:34.593603] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:34.767519] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:34.946858] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:35.122454] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:35.299891] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:35.489206] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:35.696885] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:35.915692] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:21:35.916003] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:21:35.916064] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1280 tests
[2025-10-14T23:21:35.916120] [INFO ] [CONFIGURE ] CMSD: Testing feature 9/29: add_mfi
[2025-10-14T23:21:35.916189] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_mfi']
[2025-10-14T23:21:36.089016] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:36.254108] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:36.418289] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:36.584004] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:36.778445] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:36.943995] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:37.110790] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:37.271299] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:37.437541] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:37.599106] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:37.599269] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:21:37.599355] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1279 tests
[2025-10-14T23:21:37.599409] [INFO ] [CONFIGURE ] CMSD: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:21:37.599444] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:21:37.771722] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:37.948137] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:38.131472] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:38.308088] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:38.487990] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:38.666507] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:38.851627] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:39.032398] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:39.213927] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:39.396157] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:39.396327] [INFO ] [CONFIGURE ] CMSD: KEPT add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:21:39.396373] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1278 tests
[2025-10-14T23:21:39.396409] [INFO ] [CONFIGURE ] CMSD: Testing feature 11/29: add_obv_daily
[2025-10-14T23:21:39.396444] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:21:39.585338] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:39.807839] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:39.999785] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:40.188033] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:40.379589] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:40.567371] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:40.761381] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:40.951038] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:41.140163] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:41.328383] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:41.328577] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:21:41.328625] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1277 tests
[2025-10-14T23:21:41.328697] [INFO ] [CONFIGURE ] CMSD: Testing feature 12/29: add_obv_interval
[2025-10-14T23:21:41.328745] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T23:21:41.506791] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:41.692219] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:41.874488] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:42.053526] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:42.231393] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:42.411362] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:42.594503] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:42.775254] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:42.958209] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:43.143113] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:43.143294] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:21:43.143341] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1276 tests
[2025-10-14T23:21:43.143379] [INFO ] [CONFIGURE ] CMSD: Testing feature 13/29: add_opening_strength
[2025-10-14T23:21:43.143414] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_opening_strength']
[2025-10-14T23:21:43.328715] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:43.516019] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:43.703373] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:43.894778] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:44.079903] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:44.265684] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:44.457855] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:44.654364] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:44.844220] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:45.037559] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:45.037823] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:21:45.037902] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.4s/test | Remaining: 1275 tests
[2025-10-14T23:21:45.037983] [INFO ] [CONFIGURE ] CMSD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:21:45.038058] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:21:45.249471] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:45.473184] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:45.693172] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:21:45.912219] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:46.105753] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:21:46.303694] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:46.507317] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:46.738172] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:46.970997] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:21:47.199208] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:47.199442] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:21:47.199499] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1274 tests
[2025-10-14T23:21:47.199554] [INFO ] [CONFIGURE ] CMSD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:21:47.199620] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-14T23:21:47.409244] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:47.616954] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:47.827867] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:48.036052] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:48.247225] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:48.450535] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:48.648252] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:48.843749] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:49.035466] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:49.229127] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:49.229330] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-14T23:21:49.229378] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1273 tests
[2025-10-14T23:21:49.229415] [INFO ] [CONFIGURE ] CMSD: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:21:49.229450] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-14T23:21:49.424068] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:49.612599] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:21:49.803791] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:49.996967] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:50.186091] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:50.380108] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:50.574722] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:50.779128] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:50.976678] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:51.175019] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:51.175234] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:21:51.175321] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1272 tests
[2025-10-14T23:21:51.175395] [INFO ] [CONFIGURE ] CMSD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:21:51.175455] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-14T23:21:51.353865] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:51.534993] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:51.718802] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:51.923162] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:52.097048] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:52.271087] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:21:52.452554] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:52.643865] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:52.846598] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:53.025067] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:21:53.025221] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:21:53.025266] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1271 tests
[2025-10-14T23:21:53.025301] [INFO ] [CONFIGURE ] CMSD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:21:53.025334] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-14T23:21:53.198001] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:53.367484] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:53.542307] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:53.716714] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:53.890771] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:54.068800] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:54.243729] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:54.418196] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:54.599085] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:54.777940] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:54.778206] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:21:54.778270] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1270 tests
[2025-10-14T23:21:54.778310] [INFO ] [CONFIGURE ] CMSD: Testing feature 20/29: add_price_rejection
[2025-10-14T23:21:54.778345] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-14T23:21:54.983241] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:55.170793] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:55.356341] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:55.542465] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:55.726716] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:55.920476] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:56.119261] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:56.312409] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:56.512965] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:56.712723] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:56.712939] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:21:56.713010] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.4s/test | Remaining: 1269 tests
[2025-10-14T23:21:56.713069] [INFO ] [CONFIGURE ] CMSD: Testing feature 21/29: add_range_position
[2025-10-14T23:21:56.713105] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-14T23:21:56.906425] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:57.108184] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:57.301394] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:57.495179] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:21:57.696965] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:21:57.896346] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:21:58.116480] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:21:58.322279] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:21:58.533084] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:21:58.741161] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:21:58.741376] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:21:58.741428] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.4s/test | Remaining: 1268 tests
[2025-10-14T23:21:58.741463] [INFO ] [CONFIGURE ] CMSD: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:21:58.741496] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-14T23:21:58.952821] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:21:59.161897] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:21:59.372486] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:21:59.588998] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:21:59.805692] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:00.022447] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:00.242387] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:00.479984] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:00.713016] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:00.928476] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:00.928702] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:22:00.928796] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1267 tests
[2025-10-14T23:22:00.928838] [INFO ] [CONFIGURE ] CMSD: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:22:00.928873] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-14T23:22:01.111800] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:01.292761] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:01.484576] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:01.672300] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:01.858813] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:02.093719] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:22:02.279250] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:02.461911] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:02.649527] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:22:02.835367] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:02.835514] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:22:02.835560] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1266 tests
[2025-10-14T23:22:02.835595] [INFO ] [CONFIGURE ] CMSD: Testing feature 24/29: add_rsi
[2025-10-14T23:22:02.835629] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-14T23:22:03.033017] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:03.230200] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:03.427975] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:03.625401] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:03.833175] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:04.089672] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:04.303637] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:04.517050] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:04.731188] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:04.946764] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:04.946933] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:22:04.946977] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1265 tests
[2025-10-14T23:22:04.947013] [INFO ] [CONFIGURE ] CMSD: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:22:04.947046] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-14T23:22:05.130943] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:05.314791] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:05.501398] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:05.687345] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:05.873929] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:06.062234] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:06.250381] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:06.439019] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:06.626810] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:06.820732] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:06.820958] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:22:06.821013] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1264 tests
[2025-10-14T23:22:06.821049] [INFO ] [CONFIGURE ] CMSD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:22:06.821082] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-14T23:22:07.007164] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:07.191613] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:07.375820] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:07.563114] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:07.753765] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:22:07.944968] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:22:08.131901] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:08.319263] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:08.506540] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:22:08.692358] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:08.692544] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:22:08.692589] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1263 tests
[2025-10-14T23:22:08.692626] [INFO ] [CONFIGURE ] CMSD: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:22:08.692694] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-14T23:22:08.880418] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:09.069862] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:09.260542] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:09.451939] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:09.643463] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:09.838960] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:22:10.033010] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:10.226838] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:10.422263] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:10.621822] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:10.621989] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:22:10.622034] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1262 tests
[2025-10-14T23:22:10.622068] [INFO ] [CONFIGURE ] CMSD: Testing feature 28/29: add_volume_profile
[2025-10-14T23:22:10.622100] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-14T23:22:10.804414] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:10.987344] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:11.174493] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:11.360098] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:11.549180] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:11.747492] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:11.946074] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:12.139493] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:12.339952] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:12.535351] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:12.535572] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:22:12.535635] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1261 tests
[2025-10-14T23:22:12.535713] [INFO ] [CONFIGURE ] CMSD: Testing feature 29/29: add_vwap
[2025-10-14T23:22:12.535753] [INFO ] [CONFIGURE ] CMSD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-14T23:22:12.718368] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:22:12.906329] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:22:13.120947] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:13.307941] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:13.499247] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:13.685319] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:13.874316] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:22:14.060378] [DEBUG] [FORECASTER] CMSD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:14.246962] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:22:14.438736] [DEBUG] [FORECASTER] CMSD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:14.439196] [INFO ] [CONFIGURE ] CMSD: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:22:14.439271] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1260 tests
[2025-10-14T23:22:14.439318] [INFO ] [CONFIGURE ] CMSD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:22:14.439351] [INFO ] [CONFIGURE ] CMSD: Best accuracy: 80.00%
[2025-10-14T23:22:14.439425] [INFO ] [CONFIGURE ] CMSD: Best feature set (6 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:22:14.439477] [INFO ] [CONFIGURE ] CMSD: Improvement over baseline: 60.00%
[2025-10-14T23:22:14.439507] [INFO ] [CONFIGURE ] CMSD: Total time: 51.1 seconds
[2025-10-14T23:22:14.439535] [INFO ] [CONFIGURE ] CMSD: Average time per feature: 1.8 seconds
[2025-10-14T23:22:14.439562] [INFO ] [CONFIGURE ] CMSD: Average speed: 0.57 features/sec
[2025-10-14T23:22:14.440222] [INFO ] [LOCAL     ] Saved configuration for CMSD: 6 features, 80.00% accuracy -> ./output/feature-sets/CMSD.json
[2025-10-14T23:22:14.440288] [INFO ] [CONFIGURE ] CMSD: Configuration saved successfully: 6 features, 80.00% accuracy.
[2025-10-14T23:22:14.440374] [INFO ] [sig       ] [53/96] Successfully configured CMSD | 0.02 sym/s | Total: 37.9m | ETA: 30.7m
[2025-10-14T23:22:14.440441] [INFO ] [sig       ] [54/96] Configuring COR...
[2025-10-14T23:22:14.440480] [INFO ] [CONFIGURE ] COR: Configurate test run.
[2025-10-14T23:22:14.440510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COR' from 'https://tdm.silogroup.org/data/derivative_storage/COR.csv'.
[2025-10-14T23:22:14.456143] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COR'.
[2025-10-14T23:22:14.456564] [INFO ] [CONFIGURE ] COR: Testing with 29 available features
[2025-10-14T23:22:14.456623] [INFO ] [CONFIGURE ] COR: Establishing baseline with no features...
[2025-10-14T23:22:14.564247] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:14.671380] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:14.775581] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:14.879829] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:14.984010] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:15.090607] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:15.195977] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:15.302875] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:15.410038] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:15.519085] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:15.519230] [INFO ] [CONFIGURE ] COR: Baseline score (no features): 30.00%
[2025-10-14T23:22:15.519277] [INFO ] [CONFIGURE ] COR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:22:15.519313] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:22:15.640115] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:15.765732] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:15.893778] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:16.018457] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:16.152501] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:16.298360] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:16.472732] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:16.614438] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:16.783467] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:16.945552] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:16.945778] [INFO ] [CONFIGURE ] COR: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T23:22:16.945846] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1259 tests
[2025-10-14T23:22:16.945911] [INFO ] [CONFIGURE ] COR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:22:16.945949] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:22:17.119278] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:17.304866] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:17.464038] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:17.610147] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:17.754283] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:17.903895] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:18.040417] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:18.165330] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:18.289971] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:18.416059] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:18.416211] [INFO ] [CONFIGURE ] COR: DISCARDED add_cumulative_delta (score: 0.00%)
[2025-10-14T23:22:18.416253] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1258 tests
[2025-10-14T23:22:18.416288] [INFO ] [CONFIGURE ] COR: Testing feature 3/29: add_daily_returns
[2025-10-14T23:22:18.416320] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_daily_returns']
[2025-10-14T23:22:18.524148] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:18.632399] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:18.744266] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:18.857107] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:18.967776] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:19.082522] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:19.192870] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:19.304265] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:22:19.417382] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:19.530638] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:19.530818] [INFO ] [CONFIGURE ] COR: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-14T23:22:19.530862] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1257 tests
[2025-10-14T23:22:19.530896] [INFO ] [CONFIGURE ] COR: Testing feature 4/29: add_ema
[2025-10-14T23:22:19.530928] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema']
[2025-10-14T23:22:19.657006] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:19.783097] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:19.905468] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:20.026399] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:20.147544] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:20.270109] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:20.392309] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:20.515918] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:20.640292] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:20.767607] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:20.767790] [INFO ] [CONFIGURE ] COR: KEPT add_ema (score: 40.00%)
[2025-10-14T23:22:20.767842] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1256 tests
[2025-10-14T23:22:20.767879] [INFO ] [CONFIGURE ] COR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:22:20.767913] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:22:20.914732] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:21.063435] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:21.216794] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:21.371597] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:21.524481] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:21.671173] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:21.821119] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:21.969944] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:22.117067] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:22.269271] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:22.269429] [INFO ] [CONFIGURE ] COR: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-14T23:22:22.269473] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1255 tests
[2025-10-14T23:22:22.269508] [INFO ] [CONFIGURE ] COR: Testing feature 6/29: add_failed_moves
[2025-10-14T23:22:22.269540] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T23:22:22.392947] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:22.517064] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:22.657157] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:22.789947] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:22.929443] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:23.071607] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:23.212477] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:23.354846] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:23.506264] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:23.641524] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:23.641745] [INFO ] [CONFIGURE ] COR: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-14T23:22:23.641801] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1254 tests
[2025-10-14T23:22:23.641837] [INFO ] [CONFIGURE ] COR: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:22:23.641920] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-14T23:22:23.762731] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:23.887240] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:24.012072] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:24.135633] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:24.265760] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:24.384204] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:24.505730] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:24.632763] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:24.753346] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:24.876922] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:24.877086] [INFO ] [CONFIGURE ] COR: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T23:22:24.877132] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1253 tests
[2025-10-14T23:22:24.877166] [INFO ] [CONFIGURE ] COR: Testing feature 8/29: add_macd
[2025-10-14T23:22:24.877200] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:22:25.032559] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:25.240996] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:25.407928] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:25.567145] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:25.726998] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:22:25.892272] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:26.057019] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:26.218660] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:26.381729] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:26.544296] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:26.544500] [INFO ] [CONFIGURE ] COR: DISCARDED add_macd (score: 20.00%)
[2025-10-14T23:22:26.544565] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1252 tests
[2025-10-14T23:22:26.544604] [INFO ] [CONFIGURE ] COR: Testing feature 9/29: add_mfi
[2025-10-14T23:22:26.544636] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_mfi']
[2025-10-14T23:22:26.690688] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:26.833758] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:26.973211] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:27.117879] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:27.259155] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:27.405268] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:27.549164] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:27.693413] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:27.840722] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:27.989531] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:27.989737] [INFO ] [CONFIGURE ] COR: DISCARDED add_mfi (score: 30.00%)
[2025-10-14T23:22:27.989798] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1251 tests
[2025-10-14T23:22:27.989837] [INFO ] [CONFIGURE ] COR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:22:27.989870] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:22:28.146802] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:28.298308] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:28.449942] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:28.602386] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:28.762809] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:28.916450] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:29.071379] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:29.223207] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:29.380247] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:29.542087] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:29.542249] [INFO ] [CONFIGURE ] COR: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:22:29.542294] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1250 tests
[2025-10-14T23:22:29.542329] [INFO ] [CONFIGURE ] COR: Testing feature 11/29: add_obv_daily
[2025-10-14T23:22:29.542359] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-14T23:22:29.673787] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:29.801740] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:29.941031] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:30.090003] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:30.222221] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:30.352349] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:30.484289] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:30.619919] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:30.759233] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:30.891775] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:30.891953] [INFO ] [CONFIGURE ] COR: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:22:30.892015] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1249 tests
[2025-10-14T23:22:30.892052] [INFO ] [CONFIGURE ] COR: Testing feature 12/29: add_obv_interval
[2025-10-14T23:22:30.892084] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-14T23:22:31.017739] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:31.151102] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:31.308570] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:31.446892] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:31.579992] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:31.715007] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:31.853214] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:31.990017] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:32.132310] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:32.265328] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:32.265492] [INFO ] [CONFIGURE ] COR: DISCARDED add_obv_interval (score: 10.00%)
[2025-10-14T23:22:32.265555] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1248 tests
[2025-10-14T23:22:32.265614] [INFO ] [CONFIGURE ] COR: Testing feature 13/29: add_opening_strength
[2025-10-14T23:22:32.265676] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:22:32.403599] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:32.543671] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:32.681420] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:32.828170] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:32.970557] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:33.126844] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:33.279093] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:33.439401] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:33.586000] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:33.741999] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:33.742228] [INFO ] [CONFIGURE ] COR: DISCARDED add_opening_strength (score: 20.00%)
[2025-10-14T23:22:33.742293] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1247 tests
[2025-10-14T23:22:33.742332] [INFO ] [CONFIGURE ] COR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:22:33.742365] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:22:33.890901] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:34.038200] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:34.193995] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:34.344153] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:34.494391] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:22:34.642727] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:34.793473] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:34.938044] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:35.083725] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:35.230161] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:35.230316] [INFO ] [CONFIGURE ] COR: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:22:35.230380] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1246 tests
[2025-10-14T23:22:35.230439] [INFO ] [CONFIGURE ] COR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:22:35.230496] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:22:35.354879] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:35.484520] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:35.611758] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:35.736483] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:35.862831] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:35.990161] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:36.115012] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:36.239612] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:36.365347] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:36.493146] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:36.493312] [INFO ] [CONFIGURE ] COR: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-14T23:22:36.493356] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1245 tests
[2025-10-14T23:22:36.493390] [INFO ] [CONFIGURE ] COR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:22:36.493421] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:22:36.621469] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:36.747853] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:36.876444] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:37.005194] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:37.135872] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:37.271906] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:37.403007] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:37.537416] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:37.670810] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:37.806665] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:37.806893] [INFO ] [CONFIGURE ] COR: DISCARDED add_pbf_overnight_gap (score: 20.00%)
[2025-10-14T23:22:37.806945] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1244 tests
[2025-10-14T23:22:37.806981] [INFO ] [CONFIGURE ] COR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:22:37.807013] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-14T23:22:37.944134] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:38.080529] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:38.216240] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:38.351743] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:38.486362] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:38.621460] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:38.759200] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:38.900627] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:39.035693] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:39.179587] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:39.179756] [INFO ] [CONFIGURE ] COR: DISCARDED add_pbf_return_2d (score: 20.00%)
[2025-10-14T23:22:39.179807] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1243 tests
[2025-10-14T23:22:39.179844] [INFO ] [CONFIGURE ] COR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:22:39.179876] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:22:39.309849] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:39.436966] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:39.577051] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:39.713977] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:39.849558] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:39.982400] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:40.114054] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:40.244380] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:40.399164] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:40.529976] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:40.530142] [INFO ] [CONFIGURE ] COR: DISCARDED add_pbf_volatility_5d (score: 30.00%)
[2025-10-14T23:22:40.530185] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1242 tests
[2025-10-14T23:22:40.530220] [INFO ] [CONFIGURE ] COR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:22:40.530252] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:22:40.652136] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:40.771751] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:40.893171] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:41.014117] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:41.141328] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:41.265423] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:41.390612] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:41.514430] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:41.641024] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:41.765735] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:41.765943] [INFO ] [CONFIGURE ] COR: DISCARDED add_pbf_vs_sma_5 (score: 30.00%)
[2025-10-14T23:22:41.765992] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1241 tests
[2025-10-14T23:22:41.766028] [INFO ] [CONFIGURE ] COR: Testing feature 20/29: add_price_rejection
[2025-10-14T23:22:41.766059] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-14T23:22:41.903582] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:42.037189] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:42.171320] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:42.305508] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:42.438886] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:42.573141] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:42.713408] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:42.851269] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:42.989619] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:43.130372] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:43.130496] [INFO ] [CONFIGURE ] COR: DISCARDED add_price_rejection (score: 20.00%)
[2025-10-14T23:22:43.130548] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1240 tests
[2025-10-14T23:22:43.130591] [INFO ] [CONFIGURE ] COR: Testing feature 21/29: add_range_position
[2025-10-14T23:22:43.130629] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_range_position']
[2025-10-14T23:22:43.270021] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:43.432817] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:43.577119] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:43.717298] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:43.857625] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:43.998522] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:44.140121] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:44.286276] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:44.427558] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:44.571555] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:44.571766] [INFO ] [CONFIGURE ] COR: DISCARDED add_range_position (score: 20.00%)
[2025-10-14T23:22:44.571820] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1239 tests
[2025-10-14T23:22:44.571856] [INFO ] [CONFIGURE ] COR: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:22:44.571888] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-14T23:22:44.726979] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:44.887402] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:45.055201] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:45.213057] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:45.370633] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:45.529813] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:22:45.693464] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:45.858222] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:46.020465] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:46.183230] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:46.183393] [INFO ] [CONFIGURE ] COR: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-14T23:22:46.183438] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1238 tests
[2025-10-14T23:22:46.183472] [INFO ] [CONFIGURE ] COR: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:22:46.183503] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-14T23:22:46.317498] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:46.470339] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:46.605033] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:46.735185] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:46.868252] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:47.001105] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:47.134487] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:47.270517] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:47.414322] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:47.553824] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:47.553968] [INFO ] [CONFIGURE ] COR: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:22:47.554011] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1237 tests
[2025-10-14T23:22:47.554045] [INFO ] [CONFIGURE ] COR: Testing feature 24/29: add_rsi
[2025-10-14T23:22:47.554075] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:22:47.689496] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:47.822397] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:47.955838] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:48.096395] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:48.249974] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:48.393509] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:48.536455] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:48.677902] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:48.818209] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:48.963240] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:48.963399] [INFO ] [CONFIGURE ] COR: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T23:22:48.963443] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1236 tests
[2025-10-14T23:22:48.963479] [INFO ] [CONFIGURE ] COR: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:22:48.963511] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-14T23:22:49.099043] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:49.249428] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:49.395292] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:22:49.524442] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:49.654541] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:49.788503] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:49.917292] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:50.049289] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:50.182836] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:50.314316] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:50.314464] [INFO ] [CONFIGURE ] COR: DISCARDED add_tick_distribution (score: 10.00%)
[2025-10-14T23:22:50.314508] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1235 tests
[2025-10-14T23:22:50.314543] [INFO ] [CONFIGURE ] COR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:22:50.314574] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:22:50.447066] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:50.583176] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:50.714114] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:50.847615] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:50.981600] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:51.116862] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:51.250928] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:51.390249] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:51.525095] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:22:51.665370] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:51.665546] [INFO ] [CONFIGURE ] COR: KEPT add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:22:51.665607] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1234 tests
[2025-10-14T23:22:51.665680] [INFO ] [CONFIGURE ] COR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:22:51.665737] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation', 'add_volume_price_divergence']
[2025-10-14T23:22:51.814348] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:51.966232] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:52.123814] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:52.282056] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:52.435416] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:52.590692] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:52.743846] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:52.908935] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:53.071487] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:53.239755] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:53.239985] [INFO ] [CONFIGURE ] COR: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T23:22:53.240076] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1233 tests
[2025-10-14T23:22:53.240120] [INFO ] [CONFIGURE ] COR: Testing feature 28/29: add_volume_profile
[2025-10-14T23:22:53.240162] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation', 'add_volume_profile']
[2025-10-14T23:22:53.388732] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:53.535427] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:53.688280] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:53.837063] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:53.980200] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:54.126038] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:54.273252] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:22:54.419350] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:54.570776] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:54.718578] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:54.718775] [INFO ] [CONFIGURE ] COR: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T23:22:54.718846] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1232 tests
[2025-10-14T23:22:54.718891] [INFO ] [CONFIGURE ] COR: Testing feature 29/29: add_vwap
[2025-10-14T23:22:54.718931] [INFO ] [CONFIGURE ] COR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation', 'add_vwap']
[2025-10-14T23:22:54.862788] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:22:55.007240] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:55.151281] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:22:55.299205] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:55.443337] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:22:55.588713] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:22:55.730298] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:22:55.876429] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:22:56.026944] [DEBUG] [FORECASTER] COR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:22:56.173173] [DEBUG] [FORECASTER] COR: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:22:56.173345] [INFO ] [CONFIGURE ] COR: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:22:56.173389] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1231 tests
[2025-10-14T23:22:56.173425] [INFO ] [CONFIGURE ] COR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:22:56.173455] [INFO ] [CONFIGURE ] COR: Best accuracy: 50.00%
[2025-10-14T23:22:56.173487] [INFO ] [CONFIGURE ] COR: Best feature set (2 features): ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:22:56.173516] [INFO ] [CONFIGURE ] COR: Improvement over baseline: 20.00%
[2025-10-14T23:22:56.173543] [INFO ] [CONFIGURE ] COR: Total time: 40.7 seconds
[2025-10-14T23:22:56.173570] [INFO ] [CONFIGURE ] COR: Average time per feature: 1.4 seconds
[2025-10-14T23:22:56.173597] [INFO ] [CONFIGURE ] COR: Average speed: 0.71 features/sec
[2025-10-14T23:22:56.174229] [INFO ] [LOCAL     ] Saved configuration for COR: 2 features, 50.00% accuracy -> ./output/feature-sets/COR.json
[2025-10-14T23:22:56.174296] [INFO ] [CONFIGURE ] COR: Configuration saved successfully: 2 features, 50.00% accuracy.
[2025-10-14T23:22:56.174385] [INFO ] [sig       ] [54/96] Successfully configured COR | 0.02 sym/s | Total: 38.6m | ETA: 30.0m
[2025-10-14T23:22:56.174452] [INFO ] [sig       ] [55/96] Configuring CTRE...
[2025-10-14T23:22:56.174491] [INFO ] [CONFIGURE ] CTRE: Configurate test run.
[2025-10-14T23:22:56.174523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRE' from 'https://tdm.silogroup.org/data/derivative_storage/CTRE.csv'.
[2025-10-14T23:22:56.186842] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRE'.
[2025-10-14T23:22:56.187156] [INFO ] [CONFIGURE ] CTRE: Testing with 29 available features
[2025-10-14T23:22:56.187211] [INFO ] [CONFIGURE ] CTRE: Establishing baseline with no features...
[2025-10-14T23:22:56.288118] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:22:56.388298] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:56.488393] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:22:56.588942] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:56.690884] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:22:56.796555] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:22:56.902826] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:22:57.006581] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:22:57.111384] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:22:57.218097] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:57.218256] [INFO ] [CONFIGURE ] CTRE: Baseline score (no features): 30.00%
[2025-10-14T23:22:57.218317] [INFO ] [CONFIGURE ] CTRE: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:22:57.218352] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:22:57.338265] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:22:57.455564] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:22:57.575212] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:57.695894] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:22:57.815057] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:22:57.933915] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:22:58.059461] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:22:58.186505] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:22:58.308941] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:22:58.435399] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:58.435585] [INFO ] [CONFIGURE ] CTRE: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:22:58.435711] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1230 tests
[2025-10-14T23:22:58.435756] [INFO ] [CONFIGURE ] CTRE: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:22:58.435791] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:22:58.583076] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:22:58.717805] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:22:58.854303] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:22:58.989103] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:22:59.124000] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:22:59.270503] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:22:59.413337] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:22:59.557028] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:22:59.704830] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:22:59.851872] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:22:59.852046] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:22:59.852115] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1229 tests
[2025-10-14T23:22:59.852364] [INFO ] [CONFIGURE ] CTRE: Testing feature 3/29: add_daily_returns
[2025-10-14T23:22:59.852398] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:22:59.984159] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:00.103836] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:00.225536] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:00.356897] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:00.492507] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:00.614225] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:00.742835] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:00.867843] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:23:00.992860] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:01.116922] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:01.117090] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:23:01.117162] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1228 tests
[2025-10-14T23:23:01.117220] [INFO ] [CONFIGURE ] CTRE: Testing feature 4/29: add_ema
[2025-10-14T23:23:01.117256] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:23:01.255903] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:01.397044] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:01.542637] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:01.685078] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:01.827436] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:01.972675] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:02.115259] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:02.253868] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:02.399336] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:02.547894] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:02.548118] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_ema (score: 20.00%)
[2025-10-14T23:23:02.548177] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1227 tests
[2025-10-14T23:23:02.548217] [INFO ] [CONFIGURE ] CTRE: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:23:02.548249] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:23:02.705216] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:02.857763] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:03.010674] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:03.160547] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:03.300227] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:03.439581] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:03.594844] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:03.738633] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:03.890341] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:04.038427] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:04.038620] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:23:04.038698] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1226 tests
[2025-10-14T23:23:04.038748] [INFO ] [CONFIGURE ] CTRE: Testing feature 6/29: add_failed_moves
[2025-10-14T23:23:04.038781] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:23:04.163939] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:04.292041] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:04.439254] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:04.565057] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:04.692944] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:04.821908] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:04.956859] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:05.102420] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:05.229264] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:05.361055] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:05.361277] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:23:05.361329] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1225 tests
[2025-10-14T23:23:05.361366] [INFO ] [CONFIGURE ] CTRE: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:23:05.361400] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:23:05.476226] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:05.591727] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:05.707312] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:05.824773] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:05.943344] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:06.070524] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:06.193060] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:06.317017] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:06.440063] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:06.565139] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:06.565462] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_lag_shelf (score: 30.00%)
[2025-10-14T23:23:06.565507] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1224 tests
[2025-10-14T23:23:06.565542] [INFO ] [CONFIGURE ] CTRE: Testing feature 8/29: add_macd
[2025-10-14T23:23:06.565574] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:23:06.724996] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:06.886260] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:07.048662] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:07.199500] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:07.363579] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:07.531495] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:07.700331] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:07.867341] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:08.052320] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:08.213924] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:08.214106] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:23:08.214152] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1223 tests
[2025-10-14T23:23:08.214189] [INFO ] [CONFIGURE ] CTRE: Testing feature 9/29: add_mfi
[2025-10-14T23:23:08.214223] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:23:08.362771] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:08.500391] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:08.639922] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:08.798587] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:08.961037] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:09.112943] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:09.283417] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:09.477347] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:09.658180] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:09.819764] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:09.820031] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_mfi (score: 30.00%)
[2025-10-14T23:23:09.820107] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1222 tests
[2025-10-14T23:23:09.820147] [INFO ] [CONFIGURE ] CTRE: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:23:09.820182] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:23:09.995919] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:10.166186] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:10.332403] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:10.503719] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:10.700226] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:10.872666] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:11.047066] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:11.223541] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:11.399362] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:11.576636] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:11.576852] [INFO ] [CONFIGURE ] CTRE: KEPT add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:23:11.576900] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1221 tests
[2025-10-14T23:23:11.576935] [INFO ] [CONFIGURE ] CTRE: Testing feature 11/29: add_obv_daily
[2025-10-14T23:23:11.576968] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:23:11.757545] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:11.939163] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:12.100483] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:12.261317] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:12.441299] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:12.621055] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:12.801557] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:12.968382] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:13.135835] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:13.301171] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:13.301341] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:23:13.301387] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1220 tests
[2025-10-14T23:23:13.301432] [INFO ] [CONFIGURE ] CTRE: Testing feature 12/29: add_obv_interval
[2025-10-14T23:23:13.301467] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T23:23:13.459498] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:13.618335] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:13.772393] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:13.934381] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:14.098061] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:14.258164] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:14.428404] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:14.595343] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:14.757805] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:14.916970] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:14.917153] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:23:14.917201] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1219 tests
[2025-10-14T23:23:14.917236] [INFO ] [CONFIGURE ] CTRE: Testing feature 13/29: add_opening_strength
[2025-10-14T23:23:14.917269] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:23:15.076457] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:15.237688] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:15.400168] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:15.573225] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:15.749536] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:15.924013] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:16.089935] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:16.260909] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:16.429432] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:16.597292] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:16.597467] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:23:16.597513] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1218 tests
[2025-10-14T23:23:16.597548] [INFO ] [CONFIGURE ] CTRE: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:23:16.597581] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:23:16.776365] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:16.946172] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:17.114089] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:17.279490] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:17.446539] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:17.613132] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:17.784975] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:17.953590] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:18.121212] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:18.287149] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:18.287304] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:23:18.287370] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1217 tests
[2025-10-14T23:23:18.287406] [INFO ] [CONFIGURE ] CTRE: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:23:18.287437] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-14T23:23:18.437231] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:18.585807] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:18.734973] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:18.888703] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:19.051722] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:19.211200] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:19.376196] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:19.538346] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:19.704836] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:19.863700] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:19.863886] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:23:19.863932] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1216 tests
[2025-10-14T23:23:19.863966] [INFO ] [CONFIGURE ] CTRE: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:23:19.864000] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-14T23:23:20.021583] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:20.181064] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:20.343071] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:20.502587] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:20.662819] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:20.832084] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:20.996412] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:21.161242] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:21.327128] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:21.494415] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:21.494614] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:23:21.494694] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1215 tests
[2025-10-14T23:23:21.494746] [INFO ] [CONFIGURE ] CTRE: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:23:21.494779] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-14T23:23:21.644571] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:21.808093] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:21.958205] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:22.108987] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:22.261100] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:22.416156] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:22.569879] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:22.725482] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:22.885425] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:23.046149] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:23.046344] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:23:23.046392] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1214 tests
[2025-10-14T23:23:23.046428] [INFO ] [CONFIGURE ] CTRE: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:23:23.046462] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-14T23:23:23.207866] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:23.354876] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:23.502232] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:23.650026] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:23.799734] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:23.956975] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:24.119024] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:24.277035] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:24.434764] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:24.592637] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:24.592851] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:23:24.592897] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1213 tests
[2025-10-14T23:23:24.592931] [INFO ] [CONFIGURE ] CTRE: Testing feature 20/29: add_price_rejection
[2025-10-14T23:23:24.592963] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-14T23:23:24.752195] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:24.908179] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:25.070546] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:25.239710] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:25.419370] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:25.583600] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:25.758663] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:25.937585] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:26.112859] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:26.290333] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:26.290572] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:23:26.290621] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1212 tests
[2025-10-14T23:23:26.290692] [INFO ] [CONFIGURE ] CTRE: Testing feature 21/29: add_range_position
[2025-10-14T23:23:26.290740] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-14T23:23:26.471025] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:26.643520] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:26.811783] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:26.991563] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:27.169116] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:27.344513] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:27.516604] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:27.695933] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:27.870785] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:28.040373] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:28.040567] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:23:28.040616] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1211 tests
[2025-10-14T23:23:28.040678] [INFO ] [CONFIGURE ] CTRE: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:23:28.040730] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-14T23:23:28.222447] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:28.408554] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:28.596678] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:28.801486] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:28.994611] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:29.188281] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:29.389373] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:29.595591] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:29.787247] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:29.994427] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:29.994664] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:23:29.994733] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1210 tests
[2025-10-14T23:23:29.994772] [INFO ] [CONFIGURE ] CTRE: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:23:29.994804] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-14T23:23:30.160792] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:30.324232] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:30.495537] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:30.652831] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:30.811127] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:30.970817] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:31.133118] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:31.295791] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:31.461088] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:31.641162] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:31.641344] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:23:31.641390] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1209 tests
[2025-10-14T23:23:31.641425] [INFO ] [CONFIGURE ] CTRE: Testing feature 24/29: add_rsi
[2025-10-14T23:23:31.641459] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-14T23:23:31.817937] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:31.993987] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:32.171419] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:32.349910] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:32.522916] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:32.704843] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:32.896007] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:33.081873] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:33.271192] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:33.467497] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:33.467687] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T23:23:33.467751] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1208 tests
[2025-10-14T23:23:33.467789] [INFO ] [CONFIGURE ] CTRE: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:23:33.467821] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-14T23:23:33.624637] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:33.787047] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:33.948586] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:34.107923] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:34.277594] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:34.443750] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:34.605763] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:34.771279] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:34.944340] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:35.107632] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:35.107806] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:23:35.107854] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1207 tests
[2025-10-14T23:23:35.107888] [INFO ] [CONFIGURE ] CTRE: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:23:35.107919] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-14T23:23:35.270746] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:35.431886] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:35.594081] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:35.756069] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:35.921091] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:36.084301] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:36.253803] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:36.422184] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:36.591303] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:36.760220] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:36.760367] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:23:36.760411] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1206 tests
[2025-10-14T23:23:36.760445] [INFO ] [CONFIGURE ] CTRE: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:23:36.760476] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-14T23:23:36.935106] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:37.106207] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:37.277173] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:37.450267] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:23:37.624860] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:37.803726] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:37.979430] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:38.154865] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:38.331509] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:38.508141] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:38.508283] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:23:38.508345] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1205 tests
[2025-10-14T23:23:38.508393] [INFO ] [CONFIGURE ] CTRE: Testing feature 28/29: add_volume_profile
[2025-10-14T23:23:38.508448] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-14T23:23:38.665932] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:38.824350] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:38.985508] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:39.155446] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:39.329913] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:39.502332] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:39.674571] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:39.844059] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:40.012044] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:23:40.186713] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:40.186914] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-14T23:23:40.186961] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1204 tests
[2025-10-14T23:23:40.186996] [INFO ] [CONFIGURE ] CTRE: Testing feature 29/29: add_vwap
[2025-10-14T23:23:40.187028] [INFO ] [CONFIGURE ] CTRE: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-14T23:23:40.357077] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:40.528314] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:40.699992] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:40.875224] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:23:41.065894] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:23:41.242585] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:41.420569] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:41.600468] [DEBUG] [FORECASTER] CTRE: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:23:41.791029] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:41.967503] [DEBUG] [FORECASTER] CTRE: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:23:41.967709] [INFO ] [CONFIGURE ] CTRE: DISCARDED add_vwap (score: 30.00%)
[2025-10-14T23:23:41.967771] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1203 tests
[2025-10-14T23:23:41.967810] [INFO ] [CONFIGURE ] CTRE: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:23:41.967841] [INFO ] [CONFIGURE ] CTRE: Best accuracy: 60.00%
[2025-10-14T23:23:41.967874] [INFO ] [CONFIGURE ] CTRE: Best feature set (3 features): ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:23:41.967904] [INFO ] [CONFIGURE ] CTRE: Improvement over baseline: 30.00%
[2025-10-14T23:23:41.967934] [INFO ] [CONFIGURE ] CTRE: Total time: 44.7 seconds
[2025-10-14T23:23:41.967995] [INFO ] [CONFIGURE ] CTRE: Average time per feature: 1.6 seconds
[2025-10-14T23:23:41.968050] [INFO ] [CONFIGURE ] CTRE: Average speed: 0.65 features/sec
[2025-10-14T23:23:41.968639] [INFO ] [LOCAL     ] Saved configuration for CTRE: 3 features, 60.00% accuracy -> ./output/feature-sets/CTRE.json
[2025-10-14T23:23:41.968732] [INFO ] [CONFIGURE ] CTRE: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-14T23:23:41.968821] [INFO ] [sig       ] [55/96] Successfully configured CTRE | 0.02 sym/s | Total: 39.3m | ETA: 29.3m
[2025-10-14T23:23:41.968891] [INFO ] [sig       ] [56/96] Configuring CUBI...
[2025-10-14T23:23:41.968933] [INFO ] [CONFIGURE ] CUBI: Configurate test run.
[2025-10-14T23:23:41.968967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUBI' from 'https://tdm.silogroup.org/data/derivative_storage/CUBI.csv'.
[2025-10-14T23:23:41.984609] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUBI'.
[2025-10-14T23:23:41.985204] [INFO ] [CONFIGURE ] CUBI: Testing with 29 available features
[2025-10-14T23:23:41.985266] [INFO ] [CONFIGURE ] CUBI: Establishing baseline with no features...
[2025-10-14T23:23:42.105899] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:42.220416] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:42.334058] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:42.447454] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:42.561332] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:42.678776] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:42.798599] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:42.925601] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:43.042433] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:43.155958] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:43.156201] [INFO ] [CONFIGURE ] CUBI: Baseline score (no features): 40.00%
[2025-10-14T23:23:43.156266] [INFO ] [CONFIGURE ] CUBI: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:23:43.156304] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:23:43.282132] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:43.407869] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:43.538809] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:43.685332] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:43.816320] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:43.946001] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:44.073117] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:44.197479] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:44.322783] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:44.447574] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:44.447776] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:23:44.447829] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1202 tests
[2025-10-14T23:23:44.447865] [INFO ] [CONFIGURE ] CUBI: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:23:44.447896] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:23:44.578326] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:44.704255] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:44.838146] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:44.969591] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:23:45.102817] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:45.234717] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:45.362862] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:45.502017] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:45.636412] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:45.778264] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:45.778477] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-14T23:23:45.778543] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1201 tests
[2025-10-14T23:23:45.778583] [INFO ] [CONFIGURE ] CUBI: Testing feature 3/29: add_daily_returns
[2025-10-14T23:23:45.778616] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_daily_returns']
[2025-10-14T23:23:45.897814] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:46.009856] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:46.121191] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:46.240046] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:46.352217] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:46.464564] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:46.578965] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:46.691467] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:46.806041] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:46.920521] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:46.920693] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:23:46.920754] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1200 tests
[2025-10-14T23:23:46.920792] [INFO ] [CONFIGURE ] CUBI: Testing feature 4/29: add_ema
[2025-10-14T23:23:46.920824] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema']
[2025-10-14T23:23:47.051528] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:23:47.174526] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:23:47.297237] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:23:47.420777] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:47.545405] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:47.671105] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:23:47.799569] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:47.936000] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:48.062986] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:48.191106] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:48.191273] [INFO ] [CONFIGURE ] CUBI: KEPT add_ema (score: 50.00%)
[2025-10-14T23:23:48.191342] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1199 tests
[2025-10-14T23:23:48.191402] [INFO ] [CONFIGURE ] CUBI: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:23:48.191438] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:23:48.339465] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:48.489867] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:48.644248] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:48.803727] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:48.962249] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:49.117481] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:49.271071] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:49.422245] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:23:49.579100] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:49.734563] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:49.734768] [INFO ] [CONFIGURE ] CUBI: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:23:49.734831] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1198 tests
[2025-10-14T23:23:49.734869] [INFO ] [CONFIGURE ] CUBI: Testing feature 6/29: add_failed_moves
[2025-10-14T23:23:49.734901] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:23:49.893488] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:50.087199] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:50.246621] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:50.408607] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:50.569032] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:50.730540] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:50.890059] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:51.057358] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:23:51.233795] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:51.398551] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:51.398732] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:23:51.398787] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1197 tests
[2025-10-14T23:23:51.398824] [INFO ] [CONFIGURE ] CUBI: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:23:51.398856] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:23:51.552211] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:51.709299] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:51.864240] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:52.024023] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:23:52.182119] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:52.337336] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:52.491266] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:52.646935] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:23:52.804258] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:52.960321] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:52.960486] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T23:23:52.960530] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1196 tests
[2025-10-14T23:23:52.960566] [INFO ] [CONFIGURE ] CUBI: Testing feature 8/29: add_macd
[2025-10-14T23:23:52.960600] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:23:53.159244] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:53.338194] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:53.521674] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:53.701918] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:23:53.884332] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:54.068126] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:54.253892] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:54.439899] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:23:54.627495] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:54.812347] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:54.812532] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:23:54.812578] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1195 tests
[2025-10-14T23:23:54.812614] [INFO ] [CONFIGURE ] CUBI: Testing feature 9/29: add_mfi
[2025-10-14T23:23:54.812667] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:23:54.977852] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:55.143307] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:55.310525] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:55.478498] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:23:55.648215] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:55.816592] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:55.990429] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:23:56.167859] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:23:56.346886] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:56.518124] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:56.518362] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:23:56.518459] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1194 tests
[2025-10-14T23:23:56.518503] [INFO ] [CONFIGURE ] CUBI: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:23:56.518536] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:23:56.695538] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:56.872241] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:57.048849] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:57.240270] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:23:57.426294] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:57.614492] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:57.801251] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:57.983508] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:58.166343] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:23:58.353242] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:23:58.353422] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:23:58.353468] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1193 tests
[2025-10-14T23:23:58.353505] [INFO ] [CONFIGURE ] CUBI: Testing feature 11/29: add_obv_daily
[2025-10-14T23:23:58.353540] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:23:58.514357] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:23:58.675569] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:23:58.837853] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:23:59.002629] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:23:59.171601] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:23:59.340107] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:23:59.515958] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:23:59.679600] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:23:59.846559] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:00.013290] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:00.013477] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:24:00.013529] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1192 tests
[2025-10-14T23:24:00.013564] [INFO ] [CONFIGURE ] CUBI: Testing feature 12/29: add_obv_interval
[2025-10-14T23:24:00.013596] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:24:00.172709] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:00.328449] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:24:00.493343] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:00.649507] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:00.808021] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:00.969980] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:01.128970] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:01.287523] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:01.448261] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:01.610134] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:01.610346] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-14T23:24:01.610397] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1191 tests
[2025-10-14T23:24:01.610432] [INFO ] [CONFIGURE ] CUBI: Testing feature 13/29: add_opening_strength
[2025-10-14T23:24:01.610463] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:24:01.777298] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:01.975868] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:02.153528] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:02.328205] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:02.500620] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:02.680741] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:02.850267] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:03.024786] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:03.200026] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:03.371221] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:03.371385] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:24:03.371429] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1190 tests
[2025-10-14T23:24:03.371463] [INFO ] [CONFIGURE ] CUBI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:24:03.371494] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:24:03.540159] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:03.710221] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:03.880479] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:04.053257] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:04.226628] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:04.400871] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:04.581505] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:04.761257] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:04.944535] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:05.129208] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:05.129374] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:24:05.129418] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1189 tests
[2025-10-14T23:24:05.129454] [INFO ] [CONFIGURE ] CUBI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:24:05.129488] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:24:05.284789] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:05.441746] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:05.601256] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:05.761789] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:05.921785] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:06.082834] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:06.247473] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:06.411166] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:06.575916] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:06.748313] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:06.748497] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:24:06.748543] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1188 tests
[2025-10-14T23:24:06.748580] [INFO ] [CONFIGURE ] CUBI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:24:06.748615] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:24:06.918065] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:07.085994] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:07.254216] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:07.422545] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:07.592351] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:07.767993] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:07.953585] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:08.126969] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:08.299457] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:08.471515] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:08.471712] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:24:08.471770] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1187 tests
[2025-10-14T23:24:08.471807] [INFO ] [CONFIGURE ] CUBI: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:24:08.471838] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:24:08.642628] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:08.813405] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:08.985089] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:09.159280] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:09.327333] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:09.498841] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:09.669545] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:09.839099] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:10.013403] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:10.186214] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:10.186392] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-14T23:24:10.186437] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1186 tests
[2025-10-14T23:24:10.186471] [INFO ] [CONFIGURE ] CUBI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:24:10.186502] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:24:10.342367] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:10.501196] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:10.661112] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:10.823613] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:10.989269] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:11.154259] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:11.314679] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:11.473852] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:11.636226] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:11.798470] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:11.798634] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:24:11.798725] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1185 tests
[2025-10-14T23:24:11.798766] [INFO ] [CONFIGURE ] CUBI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:24:11.798798] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:24:11.952396] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:12.108150] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:12.273412] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:12.429683] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:12.587569] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:12.741830] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:12.895908] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:13.055728] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:13.223750] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:13.386047] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:13.386251] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:24:13.386297] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1184 tests
[2025-10-14T23:24:13.386331] [INFO ] [CONFIGURE ] CUBI: Testing feature 20/29: add_price_rejection
[2025-10-14T23:24:13.386363] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:24:13.554342] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:13.722997] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:13.896316] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:14.066457] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:14.233140] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:14.401271] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:14.567184] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:14.766146] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:14.934236] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:15.120867] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:15.121055] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:24:15.121133] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1183 tests
[2025-10-14T23:24:15.121185] [INFO ] [CONFIGURE ] CUBI: Testing feature 21/29: add_range_position
[2025-10-14T23:24:15.121222] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:24:15.293523] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:15.468520] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:15.649639] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:15.820599] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:15.988772] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:16.164141] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:16.333576] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:16.502533] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:16.677468] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:16.850779] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:16.850951] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:24:16.850998] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1182 tests
[2025-10-14T23:24:16.851034] [INFO ] [CONFIGURE ] CUBI: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:24:16.851068] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:24:17.031866] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:17.216735] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:17.396830] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:17.581525] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:17.838237] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:18.077626] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:18.298013] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:18.585281] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:18.836605] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:19.034266] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:19.034466] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:24:19.034582] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1181 tests
[2025-10-14T23:24:19.034638] [INFO ] [CONFIGURE ] CUBI: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:24:19.034716] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:24:19.197220] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:19.372941] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:19.549449] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:19.708444] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:19.871338] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:20.039465] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:20.196581] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:20.363755] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:20.528940] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:20.689036] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:20.689199] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:24:20.689243] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1180 tests
[2025-10-14T23:24:20.689277] [INFO ] [CONFIGURE ] CUBI: Testing feature 24/29: add_rsi
[2025-10-14T23:24:20.689383] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-14T23:24:20.861410] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:21.016693] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:21.174345] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:21.329951] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:21.492509] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:21.647258] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:21.801351] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:21.962146] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:22.127790] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:22.289747] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:22.289916] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:24:22.289959] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1179 tests
[2025-10-14T23:24:22.289994] [INFO ] [CONFIGURE ] CUBI: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:24:22.290026] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:24:22.438707] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:22.589153] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:22.739539] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:22.892406] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:23.047270] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:23.202459] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:23.357940] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:23.516473] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:23.670757] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:23.825889] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:23.826055] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T23:24:23.826100] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1178 tests
[2025-10-14T23:24:23.826134] [INFO ] [CONFIGURE ] CUBI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:24:23.826165] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:24:23.983145] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:24.149380] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:24.319274] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:24.481691] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:24:24.638083] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:24.795156] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:24.954473] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:25.123194] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:25.297543] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:25.456528] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:25.456748] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-14T23:24:25.456811] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1177 tests
[2025-10-14T23:24:25.456850] [INFO ] [CONFIGURE ] CUBI: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:24:25.456882] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:24:25.619335] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:25.782836] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:25.945432] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:26.110820] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:26.282347] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:26.448454] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:26.616834] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:26.792866] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:24:26.966014] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:27.140440] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:27.140667] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T23:24:27.140755] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1176 tests
[2025-10-14T23:24:27.140815] [INFO ] [CONFIGURE ] CUBI: Testing feature 28/29: add_volume_profile
[2025-10-14T23:24:27.140873] [INFO ] [CONFIGURE ] CUBI: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:24:27.295118] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:24:27.446713] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:27.594270] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:24:27.743152] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:24:27.895925] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:28.047361] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:28.198676] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:28.351629] [DEBUG] [FORECASTER] CUBI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:24:28.509296] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:24:28.664726] [DEBUG] [FORECASTER] CUBI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:28.664917] [INFO ] [CONFIGURE ] CUBI: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:24:28.664963] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1175 tests
[2025-10-14T23:24:28.664998] [INFO ] [CONFIGURE ] CUBI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:24:28.665027] [INFO ] [CONFIGURE ] CUBI: Best accuracy: 60.00%
[2025-10-14T23:24:28.665058] [INFO ] [CONFIGURE ] CUBI: Best feature set (3 features): ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:24:28.665086] [INFO ] [CONFIGURE ] CUBI: Improvement over baseline: 20.00%
[2025-10-14T23:24:28.665113] [INFO ] [CONFIGURE ] CUBI: Total time: 45.5 seconds
[2025-10-14T23:24:28.665140] [INFO ] [CONFIGURE ] CUBI: Average time per feature: 1.6 seconds
[2025-10-14T23:24:28.665167] [INFO ] [CONFIGURE ] CUBI: Average speed: 0.64 features/sec
[2025-10-14T23:24:28.665776] [INFO ] [LOCAL     ] Saved configuration for CUBI: 3 features, 60.00% accuracy -> ./output/feature-sets/CUBI.json
[2025-10-14T23:24:28.665843] [INFO ] [CONFIGURE ] CUBI: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-14T23:24:28.665931] [INFO ] [sig       ] [56/96] Successfully configured CUBI | 0.02 sym/s | Total: 40.1m | ETA: 28.6m
[2025-10-14T23:24:28.666008] [INFO ] [sig       ] [57/96] Configuring CVEO...
[2025-10-14T23:24:28.666056] [INFO ] [CONFIGURE ] CVEO: Configurate test run.
[2025-10-14T23:24:28.666094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVEO' from 'https://tdm.silogroup.org/data/derivative_storage/CVEO.csv'.
[2025-10-14T23:24:28.679083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVEO'.
[2025-10-14T23:24:28.679422] [INFO ] [CONFIGURE ] CVEO: Testing with 29 available features
[2025-10-14T23:24:28.679478] [INFO ] [CONFIGURE ] CVEO: Establishing baseline with no features...
[2025-10-14T23:24:28.776924] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:28.874985] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:28.973329] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:24:29.072675] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:29.176444] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:29.275954] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:29.374753] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:29.478689] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:29.580322] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:29.694675] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:29.694869] [INFO ] [CONFIGURE ] CVEO: Baseline score (no features): 60.00%
[2025-10-14T23:24:29.694918] [INFO ] [CONFIGURE ] CVEO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:24:29.694954] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:24:29.819458] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:29.940964] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.059424] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.184292] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:30.302700] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:30.422052] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.538955] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.653362] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.768298] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:30.886005] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:30.886172] [INFO ] [CONFIGURE ] CVEO: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-14T23:24:30.886216] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1174 tests
[2025-10-14T23:24:30.886250] [INFO ] [CONFIGURE ] CVEO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:24:30.886282] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:24:31.019152] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:31.149700] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:31.280490] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:31.414463] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:31.547270] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:31.685367] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:31.827814] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:31.969841] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:24:32.118303] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:32.254381] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:32.254541] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:24:32.254585] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1173 tests
[2025-10-14T23:24:32.254621] [INFO ] [CONFIGURE ] CVEO: Testing feature 3/29: add_daily_returns
[2025-10-14T23:24:32.254683] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:24:32.371754] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:32.490083] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:32.608137] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:32.728345] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:32.849279] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:32.969900] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:33.095382] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:33.219540] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:33.343688] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:33.471701] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:33.471868] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:24:33.471919] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1172 tests
[2025-10-14T23:24:33.471955] [INFO ] [CONFIGURE ] CVEO: Testing feature 4/29: add_ema
[2025-10-14T23:24:33.471989] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:24:33.606464] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:33.749761] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:33.889436] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:34.026611] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:34.166485] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:34.309104] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:34.446191] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:34.583611] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:34.719840] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:34.861889] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:34.862078] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:24:34.862124] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1171 tests
[2025-10-14T23:24:34.862160] [INFO ] [CONFIGURE ] CVEO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:24:34.862192] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:24:35.008145] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:35.151187] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:35.297456] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:35.445552] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:35.594178] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:35.743663] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:35.893867] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:36.043711] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:36.194852] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:36.346441] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:36.346663] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:24:36.346727] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1170 tests
[2025-10-14T23:24:36.346766] [INFO ] [CONFIGURE ] CVEO: Testing feature 6/29: add_failed_moves
[2025-10-14T23:24:36.346798] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:24:36.475323] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:36.604838] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:36.741880] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:36.870195] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:36.999512] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:37.128231] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:37.262503] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:37.395055] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:37.523457] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:37.645288] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:37.645467] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:24:37.645530] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1169 tests
[2025-10-14T23:24:37.645568] [INFO ] [CONFIGURE ] CVEO: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:24:37.645599] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:24:37.756723] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:37.870295] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:37.983450] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:38.097448] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:38.212158] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:38.332249] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:38.446563] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:38.561895] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:38.677858] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:38.793582] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:38.793756] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:24:38.793808] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1168 tests
[2025-10-14T23:24:38.793843] [INFO ] [CONFIGURE ] CVEO: Testing feature 8/29: add_macd
[2025-10-14T23:24:38.793874] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:24:38.949454] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:39.101835] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:39.256329] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:39.411338] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:39.569965] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:39.727095] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:39.894886] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:40.055307] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:40.215093] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:40.372588] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:40.372795] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:24:40.372847] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1167 tests
[2025-10-14T23:24:40.372882] [INFO ] [CONFIGURE ] CVEO: Testing feature 9/29: add_mfi
[2025-10-14T23:24:40.372914] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:24:40.505844] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:40.635057] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:40.766030] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:40.896237] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:41.034883] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:41.180207] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:41.315469] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:41.449168] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:41.585513] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:41.717112] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:41.717329] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:24:41.717407] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1166 tests
[2025-10-14T23:24:41.717479] [INFO ] [CONFIGURE ] CVEO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:24:41.717518] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:24:41.870808] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:42.041989] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:24:42.188097] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:24:42.335022] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:42.484363] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:42.634044] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:42.782329] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:42.929511] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:43.078074] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:43.233988] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:43.234192] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:24:43.234251] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1165 tests
[2025-10-14T23:24:43.234322] [INFO ] [CONFIGURE ] CVEO: Testing feature 11/29: add_obv_daily
[2025-10-14T23:24:43.234374] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:24:43.361026] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:43.487538] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:43.610861] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:43.734330] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:43.857378] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:43.981390] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:44.106723] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:44.232863] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:24:44.366686] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:44.498449] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:44.498625] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:24:44.498707] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1164 tests
[2025-10-14T23:24:44.498755] [INFO ] [CONFIGURE ] CVEO: Testing feature 12/29: add_obv_interval
[2025-10-14T23:24:44.498789] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:24:44.623824] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:44.749717] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:44.881172] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.046529] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.174563] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.303221] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.433362] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:45.566076] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.698843] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:45.832717] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:45.832907] [INFO ] [CONFIGURE ] CVEO: KEPT add_obv_interval (score: 80.00%)
[2025-10-14T23:24:45.832979] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1163 tests
[2025-10-14T23:24:45.833038] [INFO ] [CONFIGURE ] CVEO: Testing feature 13/29: add_opening_strength
[2025-10-14T23:24:45.833075] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:24:45.975846] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:46.117584] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:46.260173] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:46.411285] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:46.560253] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:46.710500] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:46.861864] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:47.017184] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:24:47.176351] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:47.329533] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:47.329723] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:24:47.329781] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1162 tests
[2025-10-14T23:24:47.329820] [INFO ] [CONFIGURE ] CVEO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:24:47.329854] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:24:47.478768] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:47.632198] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:47.782723] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:47.936569] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:48.121879] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:48.272331] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:48.429282] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:48.585961] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:48.743371] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:48.903682] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:48.903856] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:24:48.903905] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1161 tests
[2025-10-14T23:24:48.903943] [INFO ] [CONFIGURE ] CVEO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:24:48.903978] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:24:49.033159] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:49.161474] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.299794] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.438598] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.570948] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.709940] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.849788] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:49.993563] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:50.135344] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:50.275937] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:50.276096] [INFO ] [CONFIGURE ] CVEO: KEPT add_pbf_morning_momentum (score: 90.00%)
[2025-10-14T23:24:50.276140] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1160 tests
[2025-10-14T23:24:50.276174] [INFO ] [CONFIGURE ] CVEO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:24:50.276208] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-14T23:24:50.423495] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:50.570787] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:50.716207] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:50.861788] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:51.011420] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:51.173223] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:24:51.337323] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:51.480764] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:51.626619] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:51.766428] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:51.766684] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:24:51.766750] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1159 tests
[2025-10-14T23:24:51.766789] [INFO ] [CONFIGURE ] CVEO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:24:51.766822] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-14T23:24:51.917142] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:52.065280] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:24:52.215853] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:52.359551] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:52.495836] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:24:52.633358] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:52.848533] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:53.000817] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:53.152507] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:53.297493] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:53.297724] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:24:53.297783] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1158 tests
[2025-10-14T23:24:53.297820] [INFO ] [CONFIGURE ] CVEO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:24:53.297902] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-14T23:24:53.428580] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:53.587727] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:53.738525] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:53.908813] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:54.049077] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:54.187100] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:54.326533] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:54.457778] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:54.587583] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:54.719331] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:54.719503] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:24:54.719548] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1157 tests
[2025-10-14T23:24:54.719583] [INFO ] [CONFIGURE ] CVEO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:24:54.719615] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-14T23:24:54.846932] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:54.986439] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:55.131110] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:55.274977] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:55.420798] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:55.563810] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:55.692559] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:24:55.821769] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:55.954494] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:56.092280] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:56.092442] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:24:56.092488] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1156 tests
[2025-10-14T23:24:56.092525] [INFO ] [CONFIGURE ] CVEO: Testing feature 20/29: add_price_rejection
[2025-10-14T23:24:56.092558] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-14T23:24:56.241009] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:56.387281] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:56.529115] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:56.667919] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:24:56.809981] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:56.950940] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:57.108138] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:57.258171] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:57.407689] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:57.556534] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:57.556705] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:24:57.556765] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1155 tests
[2025-10-14T23:24:57.556803] [INFO ] [CONFIGURE ] CVEO: Testing feature 21/29: add_range_position
[2025-10-14T23:24:57.556835] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_range_position']
[2025-10-14T23:24:57.708221] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:57.851607] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:24:57.995029] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:24:58.139023] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:58.283993] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:24:58.429341] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:24:58.575225] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:24:58.721490] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:24:58.868467] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:24:59.015079] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:24:59.015228] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:24:59.015272] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1154 tests
[2025-10-14T23:24:59.015305] [INFO ] [CONFIGURE ] CVEO: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:24:59.015336] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-14T23:24:59.179559] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:24:59.346114] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:24:59.510249] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:24:59.672522] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:24:59.833382] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:00.023096] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:00.217600] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:00.385150] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:00.560410] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:00.730806] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:00.730971] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:25:00.731016] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1153 tests
[2025-10-14T23:25:00.731051] [INFO ] [CONFIGURE ] CVEO: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:25:00.731083] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-14T23:25:00.873483] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:01.014073] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:25:01.150342] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:01.293347] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:25:01.436393] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:01.586133] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:01.761553] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:01.927896] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:02.092080] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:02.248737] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:02.248954] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:25:02.249002] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1152 tests
[2025-10-14T23:25:02.249037] [INFO ] [CONFIGURE ] CVEO: Testing feature 24/29: add_rsi
[2025-10-14T23:25:02.249072] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-14T23:25:02.415356] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:02.595825] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:25:02.783246] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:02.960244] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:25:03.131038] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:03.298202] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:03.461827] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:03.629156] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:03.797102] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:03.958890] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:03.959054] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:25:03.959101] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1151 tests
[2025-10-14T23:25:03.959135] [INFO ] [CONFIGURE ] CVEO: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:25:03.959166] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-14T23:25:04.097180] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:04.236209] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:04.377284] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:04.517013] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:25:04.656659] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:04.798478] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:04.939850] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:05.089800] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:05.244176] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:05.388500] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:05.388714] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:25:05.388774] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1150 tests
[2025-10-14T23:25:05.388814] [INFO ] [CONFIGURE ] CVEO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:25:05.388848] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-14T23:25:05.545861] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:05.690412] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:05.836245] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:25:05.984769] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:25:06.134203] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:06.313229] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:25:06.460419] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:06.605441] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:06.751476] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:06.896580] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:06.896923] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:25:06.896974] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1149 tests
[2025-10-14T23:25:06.897010] [INFO ] [CONFIGURE ] CVEO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:25:06.897041] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-14T23:25:07.053612] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:07.210183] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:07.366231] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:07.524378] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:25:07.684939] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:07.841766] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:07.999501] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:08.158575] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:08.315582] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:08.479135] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:08.479335] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:25:08.479390] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1148 tests
[2025-10-14T23:25:08.479426] [INFO ] [CONFIGURE ] CVEO: Testing feature 28/29: add_volume_profile
[2025-10-14T23:25:08.479458] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-14T23:25:08.621444] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:08.764043] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:08.907704] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:09.060395] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:25:09.204051] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:09.350937] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:25:09.496812] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:09.640780] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:09.786149] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:09.931170] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:09.931355] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:25:09.931400] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1147 tests
[2025-10-14T23:25:09.931436] [INFO ] [CONFIGURE ] CVEO: Testing feature 29/29: add_vwap
[2025-10-14T23:25:09.931469] [INFO ] [CONFIGURE ] CVEO: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum', 'add_vwap']
[2025-10-14T23:25:10.092834] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:10.230609] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:10.370071] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:25:10.511806] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:25:10.659424] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:10.834545] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:25:11.013001] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:11.235042] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:11.436097] [DEBUG] [FORECASTER] CVEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:25:11.614185] [DEBUG] [FORECASTER] CVEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:11.614396] [INFO ] [CONFIGURE ] CVEO: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:25:11.614443] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1146 tests
[2025-10-14T23:25:11.614479] [INFO ] [CONFIGURE ] CVEO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:25:11.614511] [INFO ] [CONFIGURE ] CVEO: Best accuracy: 90.00%
[2025-10-14T23:25:11.614543] [INFO ] [CONFIGURE ] CVEO: Best feature set (3 features): ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:25:11.614571] [INFO ] [CONFIGURE ] CVEO: Improvement over baseline: 30.00%
[2025-10-14T23:25:11.614598] [INFO ] [CONFIGURE ] CVEO: Total time: 41.9 seconds
[2025-10-14T23:25:11.614624] [INFO ] [CONFIGURE ] CVEO: Average time per feature: 1.4 seconds
[2025-10-14T23:25:11.614691] [INFO ] [CONFIGURE ] CVEO: Average speed: 0.69 features/sec
[2025-10-14T23:25:11.615424] [INFO ] [LOCAL     ] Saved configuration for CVEO: 3 features, 90.00% accuracy -> ./output/feature-sets/CVEO.json
[2025-10-14T23:25:11.615480] [INFO ] [CONFIGURE ] CVEO: Configuration saved successfully: 3 features, 90.00% accuracy.
[2025-10-14T23:25:11.615549] [INFO ] [sig       ] [57/96] Successfully configured CVEO | 0.02 sym/s | Total: 40.8m | ETA: 27.9m
[2025-10-14T23:25:11.615618] [INFO ] [sig       ] [58/96] Configuring CVI...
[2025-10-14T23:25:11.615699] [INFO ] [CONFIGURE ] CVI: Configurate test run.
[2025-10-14T23:25:11.615746] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVI' from 'https://tdm.silogroup.org/data/derivative_storage/CVI.csv'.
[2025-10-14T23:25:11.627513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVI'.
[2025-10-14T23:25:11.628097] [INFO ] [CONFIGURE ] CVI: Testing with 29 available features
[2025-10-14T23:25:11.628156] [INFO ] [CONFIGURE ] CVI: Establishing baseline with no features...
[2025-10-14T23:25:11.756905] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:11.873051] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:11.974511] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:12.072539] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:12.175197] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:12.275891] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:12.376920] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:12.478607] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:12.580601] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:12.683041] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:12.683183] [INFO ] [CONFIGURE ] CVI: Baseline score (no features): 60.00%
[2025-10-14T23:25:12.683228] [INFO ] [CONFIGURE ] CVI: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:25:12.683262] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:25:12.794290] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:25:12.906149] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:13.019559] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:13.133552] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:13.249991] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:13.368752] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:13.486927] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:13.608682] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:13.730042] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:13.850598] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:13.850780] [INFO ] [CONFIGURE ] CVI: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:25:13.850831] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1145 tests
[2025-10-14T23:25:13.850865] [INFO ] [CONFIGURE ] CVI: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:25:13.850895] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:25:13.972403] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:14.092495] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:14.214609] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:14.334806] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:14.455674] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:14.576327] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:14.702598] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:14.824308] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:14.945387] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:25:15.071880] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:15.072029] [INFO ] [CONFIGURE ] CVI: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:25:15.072090] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1144 tests
[2025-10-14T23:25:15.072125] [INFO ] [CONFIGURE ] CVI: Testing feature 3/29: add_daily_returns
[2025-10-14T23:25:15.072157] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_daily_returns']
[2025-10-14T23:25:15.178339] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:15.283845] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:15.395320] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:15.500563] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:15.609133] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:15.721996] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:15.835496] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:15.947604] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:16.065198] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:16.187213] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:16.187402] [INFO ] [CONFIGURE ] CVI: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:25:16.187467] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1143 tests
[2025-10-14T23:25:16.187544] [INFO ] [CONFIGURE ] CVI: Testing feature 4/29: add_ema
[2025-10-14T23:25:16.187609] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_ema']
[2025-10-14T23:25:16.321723] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:16.448032] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:16.567818] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:16.687404] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:16.811122] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:16.932300] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:17.055472] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:17.176473] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:17.298146] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:17.425836] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:17.426050] [INFO ] [CONFIGURE ] CVI: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:25:17.426098] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1142 tests
[2025-10-14T23:25:17.426134] [INFO ] [CONFIGURE ] CVI: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:25:17.426165] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:25:17.555404] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:17.684279] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:17.811692] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:17.948754] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:18.082980] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:18.220864] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:18.351151] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:18.491906] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:18.626620] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:18.761019] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:18.761203] [INFO ] [CONFIGURE ] CVI: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:25:18.761267] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1141 tests
[2025-10-14T23:25:18.761306] [INFO ] [CONFIGURE ] CVI: Testing feature 6/29: add_failed_moves
[2025-10-14T23:25:18.761340] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_failed_moves']
[2025-10-14T23:25:18.879849] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:18.990995] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:19.100453] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:19.210295] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:19.321391] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:19.436433] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:19.567868] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:19.684910] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:19.801659] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:19.916117] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:19.916264] [INFO ] [CONFIGURE ] CVI: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:25:19.916308] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1140 tests
[2025-10-14T23:25:19.916344] [INFO ] [CONFIGURE ] CVI: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:25:19.916377] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_lag_shelf']
[2025-10-14T23:25:20.016511] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:20.119423] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:20.227420] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:20.334856] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:20.439783] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:20.546347] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:20.653634] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:25:20.757612] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:20.862735] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:20.971730] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:20.971935] [INFO ] [CONFIGURE ] CVI: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:25:20.971994] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1139 tests
[2025-10-14T23:25:20.972032] [INFO ] [CONFIGURE ] CVI: Testing feature 8/29: add_macd
[2025-10-14T23:25:20.972067] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:25:21.114443] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:21.260858] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:21.434574] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:21.576243] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:21.724476] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:21.870493] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:22.014949] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:22.159611] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:22.306356] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:22.465438] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:22.465631] [INFO ] [CONFIGURE ] CVI: KEPT add_macd (score: 70.00%)
[2025-10-14T23:25:22.465720] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1138 tests
[2025-10-14T23:25:22.465763] [INFO ] [CONFIGURE ] CVI: Testing feature 9/29: add_mfi
[2025-10-14T23:25:22.465797] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-14T23:25:22.635258] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:22.802130] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:22.964380] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:23.131679] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:23.292290] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:23.462038] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:23.626474] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:23.793032] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:23.965390] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:24.125561] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:24.125802] [INFO ] [CONFIGURE ] CVI: KEPT add_mfi (score: 80.00%)
[2025-10-14T23:25:24.125866] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1137 tests
[2025-10-14T23:25:24.125903] [INFO ] [CONFIGURE ] CVI: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:25:24.125936] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:25:24.304619] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:24.510455] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:24.689017] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:24.869915] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:25.051397] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:25.248896] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:25.438684] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:25.628860] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:25.822451] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:26.022667] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:26.022903] [INFO ] [CONFIGURE ] CVI: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:25:26.022971] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1136 tests
[2025-10-14T23:25:26.023029] [INFO ] [CONFIGURE ] CVI: Testing feature 11/29: add_obv_daily
[2025-10-14T23:25:26.023066] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_obv_daily']
[2025-10-14T23:25:26.192332] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:26.354927] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:26.522412] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:26.695835] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:26.873707] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:27.050879] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:27.247742] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:27.451858] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:27.632346] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:27.802675] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:27.802839] [INFO ] [CONFIGURE ] CVI: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:25:27.802885] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1135 tests
[2025-10-14T23:25:27.802919] [INFO ] [CONFIGURE ] CVI: Testing feature 12/29: add_obv_interval
[2025-10-14T23:25:27.802957] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_obv_interval']
[2025-10-14T23:25:27.964485] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:28.127827] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:28.291302] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:28.456345] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:28.621754] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:28.787349] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:28.950013] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:29.112632] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:29.275609] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:25:29.455386] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:29.455665] [INFO ] [CONFIGURE ] CVI: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:25:29.455730] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1134 tests
[2025-10-14T23:25:29.455769] [INFO ] [CONFIGURE ] CVI: Testing feature 13/29: add_opening_strength
[2025-10-14T23:25:29.455802] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:25:29.630502] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:29.801585] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:29.974828] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:30.152420] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:30.327249] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:30.532715] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:30.713580] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:30.892998] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:31.073349] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:31.248507] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:31.248695] [INFO ] [CONFIGURE ] CVI: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:25:31.248756] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1133 tests
[2025-10-14T23:25:31.248793] [INFO ] [CONFIGURE ] CVI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:25:31.248825] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:25:31.422687] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:31.596963] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:31.782468] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:31.970862] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:32.160941] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:32.340552] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:32.524797] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:32.706991] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:32.887999] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:33.069871] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:33.070087] [INFO ] [CONFIGURE ] CVI: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:25:33.070138] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1132 tests
[2025-10-14T23:25:33.070173] [INFO ] [CONFIGURE ] CVI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:25:33.070206] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:25:33.231217] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:33.392450] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:33.582358] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:33.742639] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:33.905756] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:34.067622] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:34.239439] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:34.411659] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:34.576925] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:34.738897] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:34.739057] [INFO ] [CONFIGURE ] CVI: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:25:34.739196] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1131 tests
[2025-10-14T23:25:34.739250] [INFO ] [CONFIGURE ] CVI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:25:34.739285] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:25:34.906022] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:35.074397] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:35.240811] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:35.440438] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:35.624729] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:35.799908] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:35.975861] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:36.147448] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:36.318632] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:36.513868] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:36.514037] [INFO ] [CONFIGURE ] CVI: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:25:36.514084] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1130 tests
[2025-10-14T23:25:36.514120] [INFO ] [CONFIGURE ] CVI: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:25:36.514155] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:25:36.687477] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:36.863080] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:37.039736] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:37.217451] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:37.397186] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:37.578948] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:37.758730] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:37.939937] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:38.115403] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:38.293089] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:38.293258] [INFO ] [CONFIGURE ] CVI: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:25:38.293305] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1129 tests
[2025-10-14T23:25:38.293342] [INFO ] [CONFIGURE ] CVI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:25:38.293376] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:25:38.457918] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:38.617251] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:38.774008] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:38.933439] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:39.093323] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:39.257338] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:39.420169] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:39.592186] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:39.754207] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:39.916914] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:39.917102] [INFO ] [CONFIGURE ] CVI: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:25:39.917150] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1128 tests
[2025-10-14T23:25:39.917186] [INFO ] [CONFIGURE ] CVI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:25:39.917220] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:25:40.075900] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:40.238109] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:40.397207] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:40.556686] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:40.717803] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:40.879570] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:41.041533] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:41.202899] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:41.368847] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:41.531951] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:41.532126] [INFO ] [CONFIGURE ] CVI: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:25:41.532169] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1127 tests
[2025-10-14T23:25:41.532204] [INFO ] [CONFIGURE ] CVI: Testing feature 20/29: add_price_rejection
[2025-10-14T23:25:41.532236] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_price_rejection']
[2025-10-14T23:25:41.699790] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:41.878248] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:42.056169] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:42.230539] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:42.403274] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:42.582960] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:42.759434] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:42.935966] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:43.114402] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:43.294988] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:43.295144] [INFO ] [CONFIGURE ] CVI: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:25:43.295188] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1126 tests
[2025-10-14T23:25:43.295223] [INFO ] [CONFIGURE ] CVI: Testing feature 21/29: add_range_position
[2025-10-14T23:25:43.295255] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_range_position']
[2025-10-14T23:25:43.484022] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:43.682576] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:43.893595] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:44.077830] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:44.252375] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:44.427842] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:44.609361] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:44.790439] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:44.976418] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:45.163281] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:45.163443] [INFO ] [CONFIGURE ] CVI: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:25:45.163488] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1125 tests
[2025-10-14T23:25:45.163524] [INFO ] [CONFIGURE ] CVI: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:25:45.163558] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_realized_volatility']
[2025-10-14T23:25:45.358458] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:45.551371] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:45.740279] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:45.928845] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:46.122443] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:46.315244] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:46.507369] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:46.700401] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:46.895510] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:47.091219] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:47.091435] [INFO ] [CONFIGURE ] CVI: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:25:47.091484] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1124 tests
[2025-10-14T23:25:47.091520] [INFO ] [CONFIGURE ] CVI: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:25:47.091552] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_recent_range_context']
[2025-10-14T23:25:47.259402] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:47.432119] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:47.599158] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:47.772486] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:47.946853] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:48.118731] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:48.291864] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:48.466109] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:48.639197] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:48.821012] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:48.821329] [INFO ] [CONFIGURE ] CVI: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:25:48.821389] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1123 tests
[2025-10-14T23:25:48.821427] [INFO ] [CONFIGURE ] CVI: Testing feature 24/29: add_rsi
[2025-10-14T23:25:48.821460] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-14T23:25:49.015312] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:49.205307] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:49.391312] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:49.579115] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:49.767777] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:49.955515] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:50.141788] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:50.336378] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:50.524790] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:50.718536] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:50.718772] [INFO ] [CONFIGURE ] CVI: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:25:50.718829] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1122 tests
[2025-10-14T23:25:50.718867] [INFO ] [CONFIGURE ] CVI: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:25:50.718906] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_tick_distribution']
[2025-10-14T23:25:50.888234] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:51.052125] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:51.219394] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:51.382635] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:51.550122] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:51.754343] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:51.924155] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:52.097583] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:52.266825] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:52.433894] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:52.434059] [INFO ] [CONFIGURE ] CVI: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:25:52.434104] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1121 tests
[2025-10-14T23:25:52.434140] [INFO ] [CONFIGURE ] CVI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:25:52.434174] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:25:52.600926] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:52.766436] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:52.945458] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:53.126980] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:53.298918] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:53.468982] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:53.679491] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:53.871665] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:54.054368] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:54.227589] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:54.227764] [INFO ] [CONFIGURE ] CVI: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:25:54.227817] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1120 tests
[2025-10-14T23:25:54.227854] [INFO ] [CONFIGURE ] CVI: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:25:54.227887] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:25:54.404431] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:54.575532] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:54.778570] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:25:54.950840] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:55.125925] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:25:55.302129] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:55.479882] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:55.653742] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:25:55.830518] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:56.007483] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:56.007664] [INFO ] [CONFIGURE ] CVI: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:25:56.007729] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1119 tests
[2025-10-14T23:25:56.007766] [INFO ] [CONFIGURE ] CVI: Testing feature 28/29: add_volume_profile
[2025-10-14T23:25:56.007798] [INFO ] [CONFIGURE ] CVI: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_profile']
[2025-10-14T23:25:56.177545] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:25:56.342134] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:56.506019] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:56.676629] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:56.842876] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:57.008748] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:25:57.182118] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:57.359690] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:57.533265] [DEBUG] [FORECASTER] CVI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:25:57.699816] [DEBUG] [FORECASTER] CVI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:57.699994] [INFO ] [CONFIGURE ] CVI: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:25:57.700039] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1118 tests
[2025-10-14T23:25:57.700075] [INFO ] [CONFIGURE ] CVI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:25:57.700105] [INFO ] [CONFIGURE ] CVI: Best accuracy: 80.00%
[2025-10-14T23:25:57.700137] [INFO ] [CONFIGURE ] CVI: Best feature set (3 features): ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-14T23:25:57.700165] [INFO ] [CONFIGURE ] CVI: Improvement over baseline: 20.00%
[2025-10-14T23:25:57.700192] [INFO ] [CONFIGURE ] CVI: Total time: 45.0 seconds
[2025-10-14T23:25:57.700219] [INFO ] [CONFIGURE ] CVI: Average time per feature: 1.6 seconds
[2025-10-14T23:25:57.700247] [INFO ] [CONFIGURE ] CVI: Average speed: 0.64 features/sec
[2025-10-14T23:25:57.700898] [INFO ] [LOCAL     ] Saved configuration for CVI: 3 features, 80.00% accuracy -> ./output/feature-sets/CVI.json
[2025-10-14T23:25:57.700966] [INFO ] [CONFIGURE ] CVI: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:25:57.701064] [INFO ] [sig       ] [58/96] Successfully configured CVI | 0.02 sym/s | Total: 41.6m | ETA: 27.2m
[2025-10-14T23:25:57.701131] [INFO ] [sig       ] [59/96] Configuring CVLG...
[2025-10-14T23:25:57.701171] [INFO ] [CONFIGURE ] CVLG: Configurate test run.
[2025-10-14T23:25:57.701202] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVLG' from 'https://tdm.silogroup.org/data/derivative_storage/CVLG.csv'.
[2025-10-14T23:25:57.713516] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVLG'.
[2025-10-14T23:25:57.713883] [INFO ] [CONFIGURE ] CVLG: Testing with 29 available features
[2025-10-14T23:25:57.713939] [INFO ] [CONFIGURE ] CVLG: Establishing baseline with no features...
[2025-10-14T23:25:57.813362] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:25:57.912285] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:58.010164] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:58.109941] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:58.209829] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:58.310246] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:25:58.411726] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:58.516729] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:58.619356] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:25:58.721731] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:25:58.721869] [INFO ] [CONFIGURE ] CVLG: Baseline score (no features): 30.00%
[2025-10-14T23:25:58.721912] [INFO ] [CONFIGURE ] CVLG: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:25:58.721945] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:25:58.832529] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:25:58.944105] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:25:59.056911] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:25:59.169937] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:25:59.283903] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:25:59.397742] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:25:59.512080] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:25:59.633459] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:25:59.752171] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:25:59.871367] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:25:59.871535] [INFO ] [CONFIGURE ] CVLG: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-14T23:25:59.871580] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1117 tests
[2025-10-14T23:25:59.871615] [INFO ] [CONFIGURE ] CVLG: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:25:59.871676] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:26:00.017563] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:00.156873] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:26:00.291179] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:00.427783] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:00.563434] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:00.699433] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:00.853673] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:00.989502] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:01.147136] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:01.302319] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:01.302538] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-14T23:26:01.302602] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1116 tests
[2025-10-14T23:26:01.302662] [INFO ] [CONFIGURE ] CVLG: Testing feature 3/29: add_daily_returns
[2025-10-14T23:26:01.302720] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:26:01.426413] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:01.548485] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:01.670632] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:01.793111] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:01.918997] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:02.054599] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:02.184318] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:02.315248] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:02.453067] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:02.583756] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:02.583934] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:26:02.583980] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1115 tests
[2025-10-14T23:26:02.584015] [INFO ] [CONFIGURE ] CVLG: Testing feature 4/29: add_ema
[2025-10-14T23:26:02.584047] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:26:02.723005] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:02.859358] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:03.001211] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:03.138116] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:03.273897] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:03.414772] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:03.558127] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:03.715377] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:03.919022] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:04.105172] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:04.105472] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_ema (score: 30.00%)
[2025-10-14T23:26:04.105557] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1114 tests
[2025-10-14T23:26:04.105621] [INFO ] [CONFIGURE ] CVLG: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:26:04.105718] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:26:04.303279] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:04.518476] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:04.715577] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:04.889676] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:05.037953] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:05.197337] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:05.352822] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:05.503324] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:05.648932] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:05.796727] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:05.796886] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_exhaustion_signals (score: 20.00%)
[2025-10-14T23:26:05.796932] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1113 tests
[2025-10-14T23:26:05.796967] [INFO ] [CONFIGURE ] CVLG: Testing feature 6/29: add_failed_moves
[2025-10-14T23:26:05.796998] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:26:05.923591] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:06.056620] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:06.184553] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:06.310263] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:06.435639] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:06.561371] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:06.691999] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:06.818182] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:06.952010] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:07.088233] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:07.088381] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-14T23:26:07.088425] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1112 tests
[2025-10-14T23:26:07.088459] [INFO ] [CONFIGURE ] CVLG: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:26:07.088489] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:26:07.208740] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:07.324673] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:07.440258] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:07.561260] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:07.677964] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:07.797159] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:07.915196] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:08.033502] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:08.158098] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:08.278317] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:08.278482] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_lag_shelf (score: 30.00%)
[2025-10-14T23:26:08.278538] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1111 tests
[2025-10-14T23:26:08.278583] [INFO ] [CONFIGURE ] CVLG: Testing feature 8/29: add_macd
[2025-10-14T23:26:08.278624] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:26:08.432322] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:26:08.585848] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:08.743826] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:08.913074] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:09.071904] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:09.231413] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:09.389268] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:09.552739] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:09.710551] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:09.871080] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:09.871281] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:26:09.871346] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1110 tests
[2025-10-14T23:26:09.871396] [INFO ] [CONFIGURE ] CVLG: Testing feature 9/29: add_mfi
[2025-10-14T23:26:09.871453] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:26:10.001317] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:10.130961] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:10.275561] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:10.428328] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:10.574356] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:10.717319] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:10.870354] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:11.009083] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:11.148867] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:11.287877] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:11.288062] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T23:26:11.288143] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1109 tests
[2025-10-14T23:26:11.288203] [INFO ] [CONFIGURE ] CVLG: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:26:11.288241] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:26:11.438385] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:11.598125] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:11.750266] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:11.910554] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:12.071933] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:12.227478] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:12.384894] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:12.537862] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:12.691827] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:12.849328] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:12.849505] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T23:26:12.849568] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1108 tests
[2025-10-14T23:26:12.849606] [INFO ] [CONFIGURE ] CVLG: Testing feature 11/29: add_obv_daily
[2025-10-14T23:26:12.849638] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:26:12.981475] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:13.105515] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:13.228955] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:26:13.355826] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:13.490595] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:13.622351] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:13.754890] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:13.880432] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:14.005947] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:14.134095] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:14.134313] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:26:14.134378] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1107 tests
[2025-10-14T23:26:14.134416] [INFO ] [CONFIGURE ] CVLG: Testing feature 12/29: add_obv_interval
[2025-10-14T23:26:14.134448] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:26:14.264570] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:14.390400] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:14.510837] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:14.630798] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:14.750884] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:14.871046] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:14.997433] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:15.128386] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:15.256888] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:15.385403] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:15.385605] [INFO ] [CONFIGURE ] CVLG: KEPT add_obv_interval (score: 50.00%)
[2025-10-14T23:26:15.385684] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1106 tests
[2025-10-14T23:26:15.385737] [INFO ] [CONFIGURE ] CVLG: Testing feature 13/29: add_opening_strength
[2025-10-14T23:26:15.385770] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:26:15.527988] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:15.676371] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:26:15.824351] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:16.001637] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:16.147007] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:16.290074] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:16.433850] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:16.576255] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:16.720720] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:16.864918] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:16.865075] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:26:16.865120] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1105 tests
[2025-10-14T23:26:16.865155] [INFO ] [CONFIGURE ] CVLG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:26:16.865186] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:26:17.007916] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:17.154988] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:26:17.302762] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:17.457492] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:17.618147] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:17.770773] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:17.916090] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:18.061833] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:18.212427] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:18.367017] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:18.367194] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_order_flow_imbalance (score: 20.00%)
[2025-10-14T23:26:18.367323] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1104 tests
[2025-10-14T23:26:18.367406] [INFO ] [CONFIGURE ] CVLG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:26:18.367488] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:26:18.498168] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:18.628950] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:18.757679] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:18.890513] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:19.046607] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:19.174977] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:19.300762] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:19.430287] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:19.558781] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:19.688543] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:19.688733] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:26:19.688800] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1103 tests
[2025-10-14T23:26:19.688845] [INFO ] [CONFIGURE ] CVLG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:26:19.688886] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T23:26:19.823555] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:19.957367] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:20.094157] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:20.229260] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:20.365289] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:20.510278] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:20.656905] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:20.803346] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:20.943404] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:21.084843] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:21.085052] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:26:21.085126] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1102 tests
[2025-10-14T23:26:21.085165] [INFO ] [CONFIGURE ] CVLG: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:26:21.085199] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T23:26:21.227747] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:21.370815] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:21.513738] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:21.655182] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:21.800263] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:21.947344] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:22.089461] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:22.231960] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:22.385354] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:22.540846] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:22.541073] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:26:22.541125] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1101 tests
[2025-10-14T23:26:22.541162] [INFO ] [CONFIGURE ] CVLG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:26:22.541194] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T23:26:22.671476] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:22.800619] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:22.926428] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:23.053206] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:23.181461] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:23.310802] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:23.439351] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:23.567562] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:23.699191] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:23.829073] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:23.829239] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:26:23.829283] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1100 tests
[2025-10-14T23:26:23.829317] [INFO ] [CONFIGURE ] CVLG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:26:23.829348] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T23:26:23.955068] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:24.095165] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:24.233434] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:24.373888] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:24.514091] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:24.659784] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:24.805766] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:24.953991] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:25.113615] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:25.248639] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:25.248853] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:26:25.248899] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1099 tests
[2025-10-14T23:26:25.248936] [INFO ] [CONFIGURE ] CVLG: Testing feature 20/29: add_price_rejection
[2025-10-14T23:26:25.248969] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_price_rejection']
[2025-10-14T23:26:25.389340] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:25.523323] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:25.661249] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:25.801390] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:25.941287] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:26.081872] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:26.224929] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:26.369734] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:26.520140] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:26.666302] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:26.666479] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T23:26:26.666524] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1098 tests
[2025-10-14T23:26:26.666559] [INFO ] [CONFIGURE ] CVLG: Testing feature 21/29: add_range_position
[2025-10-14T23:26:26.666592] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_range_position']
[2025-10-14T23:26:26.811887] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:26.955294] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:27.097423] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:27.239230] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:27.382610] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:27.526795] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:27.672552] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:27.817659] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:27.963542] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:28.136843] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:28.136999] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:26:28.137044] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1097 tests
[2025-10-14T23:26:28.137127] [INFO ] [CONFIGURE ] CVLG: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:26:28.137180] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_realized_volatility']
[2025-10-14T23:26:28.292128] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:28.447947] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:28.604719] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:28.765729] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:28.927336] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:29.093271] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:29.256302] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:29.421370] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:29.585788] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:29.750162] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:29.750329] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-14T23:26:29.750374] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1096 tests
[2025-10-14T23:26:29.750408] [INFO ] [CONFIGURE ] CVLG: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:26:29.750440] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_recent_range_context']
[2025-10-14T23:26:29.883807] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:30.022870] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:30.157006] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:30.288415] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:30.421480] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:30.552604] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:30.684823] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:30.819600] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:30.953838] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:31.088270] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:31.092445] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:26:31.092529] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1095 tests
[2025-10-14T23:26:31.092588] [INFO ] [CONFIGURE ] CVLG: Testing feature 24/29: add_rsi
[2025-10-14T23:26:31.092624] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T23:26:31.244280] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:31.395020] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:26:31.545937] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:31.697882] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:31.853450] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:32.009959] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:32.164786] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:32.322681] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:32.479573] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:32.636277] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:32.636451] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T23:26:32.636496] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1094 tests
[2025-10-14T23:26:32.636530] [INFO ] [CONFIGURE ] CVLG: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:26:32.636562] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_tick_distribution']
[2025-10-14T23:26:32.763493] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:32.895211] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:33.027343] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:33.160738] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:33.293434] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:33.433584] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:33.565515] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:33.697110] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:33.826726] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:33.957662] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:33.957811] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:26:33.957855] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1093 tests
[2025-10-14T23:26:33.957889] [INFO ] [CONFIGURE ] CVLG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:26:33.957919] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T23:26:34.087115] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:34.217045] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:34.358749] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:34.490110] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:34.622129] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:34.757207] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:34.893639] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:35.032628] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:35.169187] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:26:35.311566] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:35.311756] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T23:26:35.311812] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1092 tests
[2025-10-14T23:26:35.311849] [INFO ] [CONFIGURE ] CVLG: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:26:35.311903] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T23:26:35.453206] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:35.603368] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:35.744722] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:35.894014] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:36.045796] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:36.189834] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:36.335198] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:36.480637] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:36.625463] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:36.772717] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:36.772872] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:26:36.772917] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1091 tests
[2025-10-14T23:26:36.772951] [INFO ] [CONFIGURE ] CVLG: Testing feature 28/29: add_volume_profile
[2025-10-14T23:26:36.772983] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_volume_profile']
[2025-10-14T23:26:36.903746] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:37.036443] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:26:37.177911] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:37.313714] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:37.449601] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:37.586048] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:37.723950] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:37.858608] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:37.994262] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:38.131876] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:38.132071] [INFO ] [CONFIGURE ] CVLG: KEPT add_volume_profile (score: 60.00%)
[2025-10-14T23:26:38.132119] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1090 tests
[2025-10-14T23:26:38.132154] [INFO ] [CONFIGURE ] CVLG: Testing feature 29/29: add_vwap
[2025-10-14T23:26:38.132237] [INFO ] [CONFIGURE ] CVLG: Testing with features: ['add_bollinger_bands', 'add_obv_interval', 'add_volume_profile', 'add_vwap']
[2025-10-14T23:26:38.279838] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:38.426872] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:26:38.573443] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:26:38.729351] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:38.885475] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:39.040553] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:39.195005] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:39.351070] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:39.509400] [DEBUG] [FORECASTER] CVLG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:26:39.666037] [DEBUG] [FORECASTER] CVLG: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:39.666184] [INFO ] [CONFIGURE ] CVLG: DISCARDED add_vwap (score: 30.00%)
[2025-10-14T23:26:39.666228] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1089 tests
[2025-10-14T23:26:39.666263] [INFO ] [CONFIGURE ] CVLG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:26:39.666293] [INFO ] [CONFIGURE ] CVLG: Best accuracy: 60.00%
[2025-10-14T23:26:39.666323] [INFO ] [CONFIGURE ] CVLG: Best feature set (3 features): ['add_bollinger_bands', 'add_obv_interval', 'add_volume_profile']
[2025-10-14T23:26:39.666352] [INFO ] [CONFIGURE ] CVLG: Improvement over baseline: 30.00%
[2025-10-14T23:26:39.666379] [INFO ] [CONFIGURE ] CVLG: Total time: 40.9 seconds
[2025-10-14T23:26:39.666405] [INFO ] [CONFIGURE ] CVLG: Average time per feature: 1.4 seconds
[2025-10-14T23:26:39.666432] [INFO ] [CONFIGURE ] CVLG: Average speed: 0.71 features/sec
[2025-10-14T23:26:39.667108] [INFO ] [LOCAL     ] Saved configuration for CVLG: 3 features, 60.00% accuracy -> ./output/feature-sets/CVLG.json
[2025-10-14T23:26:39.667175] [INFO ] [CONFIGURE ] CVLG: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-14T23:26:39.667263] [INFO ] [sig       ] [59/96] Successfully configured CVLG | 0.02 sym/s | Total: 42.3m | ETA: 26.5m
[2025-10-14T23:26:39.667330] [INFO ] [sig       ] [60/96] Configuring CVX...
[2025-10-14T23:26:39.667369] [INFO ] [CONFIGURE ] CVX: Configurate test run.
[2025-10-14T23:26:39.667400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVX' from 'https://tdm.silogroup.org/data/derivative_storage/CVX.csv'.
[2025-10-14T23:26:39.681315] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVX'.
[2025-10-14T23:26:39.681829] [INFO ] [CONFIGURE ] CVX: Testing with 29 available features
[2025-10-14T23:26:39.681887] [INFO ] [CONFIGURE ] CVX: Establishing baseline with no features...
[2025-10-14T23:26:39.790241] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:39.899821] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:40.006905] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:40.110921] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:40.214972] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:40.319616] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:40.429215] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:40.535171] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:40.643350] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:40.748996] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:40.749168] [INFO ] [CONFIGURE ] CVX: Baseline score (no features): 60.00%
[2025-10-14T23:26:40.749212] [INFO ] [CONFIGURE ] CVX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:26:40.749245] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:26:40.869232] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:40.984583] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:41.100921] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:41.216132] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:41.338572] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:41.456928] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:41.574919] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:41.692593] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:41.816537] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:41.937917] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:41.938119] [INFO ] [CONFIGURE ] CVX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:26:41.938183] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1088 tests
[2025-10-14T23:26:41.938223] [INFO ] [CONFIGURE ] CVX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:26:41.938255] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:26:42.060279] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:42.187724] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:42.314777] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:42.437631] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:42.560846] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:42.685954] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:42.820490] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:42.946332] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:43.071690] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:26:43.200831] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:43.201016] [INFO ] [CONFIGURE ] CVX: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:26:43.201080] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1087 tests
[2025-10-14T23:26:43.201137] [INFO ] [CONFIGURE ] CVX: Testing feature 3/29: add_daily_returns
[2025-10-14T23:26:43.201222] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_daily_returns']
[2025-10-14T23:26:43.309803] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:43.428522] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:43.537789] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:43.649434] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:43.766940] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:43.880273] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:43.989833] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:44.095879] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:44.207029] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:44.315741] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:44.315919] [INFO ] [CONFIGURE ] CVX: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-14T23:26:44.315983] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1086 tests
[2025-10-14T23:26:44.316067] [INFO ] [CONFIGURE ] CVX: Testing feature 4/29: add_ema
[2025-10-14T23:26:44.316121] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_ema']
[2025-10-14T23:26:44.436124] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:44.554907] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:26:44.679999] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:44.801391] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:44.923760] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:45.049470] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:45.179485] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:45.307527] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:45.442741] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:45.570234] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:45.570443] [INFO ] [CONFIGURE ] CVX: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:26:45.570507] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1085 tests
[2025-10-14T23:26:45.570544] [INFO ] [CONFIGURE ] CVX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:26:45.570576] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:26:45.706958] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:45.858595] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:45.994268] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:46.127918] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:46.263538] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:46.400265] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:46.529717] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:46.658577] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:46.793464] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:46.924630] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:46.924807] [INFO ] [CONFIGURE ] CVX: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:26:46.924875] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1084 tests
[2025-10-14T23:26:46.924933] [INFO ] [CONFIGURE ] CVX: Testing feature 6/29: add_failed_moves
[2025-10-14T23:26:46.924969] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_failed_moves']
[2025-10-14T23:26:47.032804] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:47.141670] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:47.254390] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:47.365204] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:47.473601] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:47.585224] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:47.695285] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:47.809175] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:47.919782] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:48.030663] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:48.030845] [INFO ] [CONFIGURE ] CVX: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:26:48.030908] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1083 tests
[2025-10-14T23:26:48.030945] [INFO ] [CONFIGURE ] CVX: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:26:48.030975] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_lag_shelf']
[2025-10-14T23:26:48.129365] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:48.232592] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:48.333959] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:48.433442] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:48.533460] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:48.634468] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:48.741016] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:48.843320] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:48.946368] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:49.049301] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:49.049445] [INFO ] [CONFIGURE ] CVX: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:26:49.049489] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1082 tests
[2025-10-14T23:26:49.049571] [INFO ] [CONFIGURE ] CVX: Testing feature 8/29: add_macd
[2025-10-14T23:26:49.049612] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:26:49.192194] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:49.330967] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:26:49.504290] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:49.645992] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:49.787801] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:49.928854] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:50.070820] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:50.212054] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:26:50.356587] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:26:50.499778] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:50.499925] [INFO ] [CONFIGURE ] CVX: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:26:50.499971] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1081 tests
[2025-10-14T23:26:50.500005] [INFO ] [CONFIGURE ] CVX: Testing feature 9/29: add_mfi
[2025-10-14T23:26:50.500037] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_mfi']
[2025-10-14T23:26:50.616252] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:50.734438] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:50.854076] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:50.985321] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:51.112977] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:51.241436] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:51.370923] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:51.499249] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:51.627763] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:51.757187] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:51.757375] [INFO ] [CONFIGURE ] CVX: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T23:26:51.757426] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1080 tests
[2025-10-14T23:26:51.757461] [INFO ] [CONFIGURE ] CVX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:26:51.757493] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:26:51.896878] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:52.035732] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:52.175381] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:52.318386] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:52.459345] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:52.601535] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:52.744416] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:52.888230] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:53.031921] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:26:53.176539] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:53.176705] [INFO ] [CONFIGURE ] CVX: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T23:26:53.176763] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1079 tests
[2025-10-14T23:26:53.176800] [INFO ] [CONFIGURE ] CVX: Testing feature 11/29: add_obv_daily
[2025-10-14T23:26:53.176832] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_obv_daily']
[2025-10-14T23:26:53.299804] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:53.421051] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:26:53.539331] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:53.656581] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:53.773588] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:53.896563] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:54.019617] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:54.141031] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:54.267773] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:54.391357] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:54.391515] [INFO ] [CONFIGURE ] CVX: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:26:54.391602] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1078 tests
[2025-10-14T23:26:54.391680] [INFO ] [CONFIGURE ] CVX: Testing feature 12/29: add_obv_interval
[2025-10-14T23:26:54.391730] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_obv_interval']
[2025-10-14T23:26:54.509361] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:54.626574] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:26:54.744142] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:54.861356] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:54.982852] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:55.101787] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:55.220181] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:55.341953] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:55.460984] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:55.582011] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:55.582155] [INFO ] [CONFIGURE ] CVX: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:26:55.582267] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1077 tests
[2025-10-14T23:26:55.582309] [INFO ] [CONFIGURE ] CVX: Testing feature 13/29: add_opening_strength
[2025-10-14T23:26:55.582342] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:26:55.705499] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:26:55.829965] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:55.954293] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:26:56.076728] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:56.201326] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:26:56.326144] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:26:56.452582] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:26:56.580598] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:56.711066] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:56.844712] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:56.844878] [INFO ] [CONFIGURE ] CVX: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:26:56.844922] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1076 tests
[2025-10-14T23:26:56.844956] [INFO ] [CONFIGURE ] CVX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:26:56.844988] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:26:56.986490] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:57.135497] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:57.300384] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:57.470520] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:26:57.634572] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:57.790108] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:57.933560] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:58.074441] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:58.209560] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:26:58.333731] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:26:58.333887] [INFO ] [CONFIGURE ] CVX: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:26:58.333931] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1075 tests
[2025-10-14T23:26:58.333965] [INFO ] [CONFIGURE ] CVX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:26:58.333997] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:26:58.435730] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:58.571344] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:26:58.682463] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:26:58.794292] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:26:58.909981] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:26:59.029073] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:26:59.145981] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:26:59.262231] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:26:59.387172] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:26:59.516390] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:26:59.516564] [INFO ] [CONFIGURE ] CVX: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:26:59.516670] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1074 tests
[2025-10-14T23:26:59.516730] [INFO ] [CONFIGURE ] CVX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:26:59.516766] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:26:59.644566] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:26:59.765008] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:26:59.886382] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:00.010704] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:00.135473] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:00.258567] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:00.384764] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:00.527115] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:00.683350] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:00.830233] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:00.830560] [INFO ] [CONFIGURE ] CVX: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:27:00.830619] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1073 tests
[2025-10-14T23:27:00.830701] [INFO ] [CONFIGURE ] CVX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:27:00.830761] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:27:00.968630] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:01.090102] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:01.206525] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:01.322773] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:01.440057] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:01.573818] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:01.693744] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:01.814783] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:01.936950] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:02.061952] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:02.062133] [INFO ] [CONFIGURE ] CVX: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:27:02.062178] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1072 tests
[2025-10-14T23:27:02.062212] [INFO ] [CONFIGURE ] CVX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:27:02.062243] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:27:02.172488] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:02.281542] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:02.394709] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:02.502312] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:02.609719] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:02.717370] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:02.826695] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:02.935906] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:03.050203] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:03.160072] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:03.160231] [INFO ] [CONFIGURE ] CVX: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:27:03.160275] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1071 tests
[2025-10-14T23:27:03.160309] [INFO ] [CONFIGURE ] CVX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:27:03.160341] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:27:03.267056] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:03.373141] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:03.480453] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:03.592535] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:03.701218] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:03.828760] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:03.940064] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:04.048174] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:04.157876] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:04.271402] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:04.271586] [INFO ] [CONFIGURE ] CVX: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:27:04.271636] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1070 tests
[2025-10-14T23:27:04.271715] [INFO ] [CONFIGURE ] CVX: Testing feature 20/29: add_price_rejection
[2025-10-14T23:27:04.271754] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_price_rejection']
[2025-10-14T23:27:04.388716] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:04.501868] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:27:04.650634] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:04.764635] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:04.885821] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:05.001224] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:05.123075] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:05.240010] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:05.362100] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:05.485262] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:05.485451] [INFO ] [CONFIGURE ] CVX: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:27:05.485503] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1069 tests
[2025-10-14T23:27:05.485539] [INFO ] [CONFIGURE ] CVX: Testing feature 21/29: add_range_position
[2025-10-14T23:27:05.485571] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_range_position']
[2025-10-14T23:27:05.615336] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:05.742375] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:27:05.870426] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:06.001371] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:06.129875] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:06.260976] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:06.393780] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:06.523471] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:06.656419] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:27:06.786326] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:06.786491] [INFO ] [CONFIGURE ] CVX: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:27:06.786537] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1068 tests
[2025-10-14T23:27:06.786572] [INFO ] [CONFIGURE ] CVX: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:27:06.786605] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_realized_volatility']
[2025-10-14T23:27:06.929502] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:07.075836] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:07.220201] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:27:07.364901] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:07.509593] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:07.654826] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:07.802405] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:07.946541] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:08.095798] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:27:08.236549] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:08.236766] [INFO ] [CONFIGURE ] CVX: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T23:27:08.236829] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1067 tests
[2025-10-14T23:27:08.236868] [INFO ] [CONFIGURE ] CVX: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:27:08.236900] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_recent_range_context']
[2025-10-14T23:27:08.348522] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:08.463210] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:08.584393] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:08.719900] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:08.841056] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:08.961533] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:09.079962] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:09.202374] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:09.326574] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:09.443095] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:09.443264] [INFO ] [CONFIGURE ] CVX: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:27:09.443308] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1066 tests
[2025-10-14T23:27:09.443342] [INFO ] [CONFIGURE ] CVX: Testing feature 24/29: add_rsi
[2025-10-14T23:27:09.443373] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:27:09.574098] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:09.705102] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:09.836932] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:27:09.974008] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:10.106345] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:10.240535] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:10.375004] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:10.514108] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:10.648410] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:10.785513] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:10.785706] [INFO ] [CONFIGURE ] CVX: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:27:10.785764] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1065 tests
[2025-10-14T23:27:10.785802] [INFO ] [CONFIGURE ] CVX: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:27:10.785889] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_tick_distribution']
[2025-10-14T23:27:10.896429] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:11.009131] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:11.123752] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:11.234024] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:11.346338] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:11.459298] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:11.572775] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:11.689968] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:11.822206] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:11.940884] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:11.941035] [INFO ] [CONFIGURE ] CVX: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:27:11.941078] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1064 tests
[2025-10-14T23:27:11.941112] [INFO ] [CONFIGURE ] CVX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:27:11.941143] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:27:12.053047] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:12.165774] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:12.284200] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:12.398714] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:12.513856] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:12.629345] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:12.745301] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:12.860849] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:12.993106] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:13.115220] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:13.115389] [INFO ] [CONFIGURE ] CVX: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:27:13.115451] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1063 tests
[2025-10-14T23:27:13.115489] [INFO ] [CONFIGURE ] CVX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:27:13.115520] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:27:13.244536] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:13.378406] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:13.513498] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:13.643275] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:13.775244] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:13.906296] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:14.042371] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:14.186696] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:14.325098] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:14.466438] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:14.466611] [INFO ] [CONFIGURE ] CVX: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:27:14.466702] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1062 tests
[2025-10-14T23:27:14.466763] [INFO ] [CONFIGURE ] CVX: Testing feature 28/29: add_volume_profile
[2025-10-14T23:27:14.466799] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_volume_profile']
[2025-10-14T23:27:14.598869] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:14.725853] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:14.845064] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:14.966220] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:15.087600] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:15.208293] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:15.346297] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:15.470871] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:15.594157] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:15.737803] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:15.738017] [INFO ] [CONFIGURE ] CVX: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:27:15.738082] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1061 tests
[2025-10-14T23:27:15.738122] [INFO ] [CONFIGURE ] CVX: Testing feature 29/29: add_vwap
[2025-10-14T23:27:15.738157] [INFO ] [CONFIGURE ] CVX: Testing with features: ['add_vwap']
[2025-10-14T23:27:15.859565] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:15.983706] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:27:16.101570] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:16.218364] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:27:16.338947] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:27:16.459376] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:16.584460] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:16.701308] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:27:16.819419] [DEBUG] [FORECASTER] CVX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:16.938371] [DEBUG] [FORECASTER] CVX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:16.938505] [INFO ] [CONFIGURE ] CVX: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:27:16.938548] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1060 tests
[2025-10-14T23:27:16.938582] [INFO ] [CONFIGURE ] CVX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:27:16.938612] [INFO ] [CONFIGURE ] CVX: Best accuracy: 60.00%
[2025-10-14T23:27:16.938660] [INFO ] [CONFIGURE ] CVX: Best feature set (0 features): []
[2025-10-14T23:27:16.938717] [INFO ] [CONFIGURE ] CVX: Improvement over baseline: 0.00%
[2025-10-14T23:27:16.938749] [INFO ] [CONFIGURE ] CVX: Total time: 36.2 seconds
[2025-10-14T23:27:16.938795] [INFO ] [CONFIGURE ] CVX: Average time per feature: 1.2 seconds
[2025-10-14T23:27:16.938824] [INFO ] [CONFIGURE ] CVX: Average speed: 0.80 features/sec
[2025-10-14T23:27:16.939387] [INFO ] [LOCAL     ] Saved configuration for CVX: 0 features, 60.00% accuracy -> ./output/feature-sets/CVX.json
[2025-10-14T23:27:16.939454] [INFO ] [CONFIGURE ] CVX: Configuration saved successfully: 0 features, 60.00% accuracy.
[2025-10-14T23:27:16.939542] [INFO ] [sig       ] [60/96] Successfully configured CVX | 0.02 sym/s | Total: 42.9m | ETA: 25.7m
[2025-10-14T23:27:16.939609] [INFO ] [sig       ] [61/96] Configuring CWAN...
[2025-10-14T23:27:16.939673] [INFO ] [CONFIGURE ] CWAN: Configurate test run.
[2025-10-14T23:27:16.939726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWAN' from 'https://tdm.silogroup.org/data/derivative_storage/CWAN.csv'.
[2025-10-14T23:27:16.952512] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWAN'.
[2025-10-14T23:27:16.952837] [INFO ] [CONFIGURE ] CWAN: Testing with 29 available features
[2025-10-14T23:27:16.952892] [INFO ] [CONFIGURE ] CWAN: Establishing baseline with no features...
[2025-10-14T23:27:17.054852] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:17.160495] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:17.261805] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:17.367361] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:17.473803] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:17.576887] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:17.681326] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:17.787532] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:17.894123] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:17.999418] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:17.999542] [INFO ] [CONFIGURE ] CWAN: Baseline score (no features): 60.00%
[2025-10-14T23:27:17.999584] [INFO ] [CONFIGURE ] CWAN: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:27:17.999616] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:27:18.112046] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:18.224852] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:18.338032] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:18.452193] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:18.573719] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:18.696501] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:18.820127] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:18.940435] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:19.063993] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:19.190547] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:19.190754] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T23:27:19.190809] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1059 tests
[2025-10-14T23:27:19.190844] [INFO ] [CONFIGURE ] CWAN: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:27:19.190923] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:27:19.316482] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:19.448136] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:19.575388] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:19.700111] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:19.831185] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:19.957324] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:20.089159] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:20.215343] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:20.339003] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:20.462982] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:20.463195] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-14T23:27:20.463246] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1058 tests
[2025-10-14T23:27:20.463280] [INFO ] [CONFIGURE ] CWAN: Testing feature 3/29: add_daily_returns
[2025-10-14T23:27:20.463311] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_daily_returns']
[2025-10-14T23:27:20.570724] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:20.679962] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:20.786557] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:20.894813] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:21.004607] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:21.120520] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:21.230688] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:21.345329] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:21.457345] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:21.569876] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:21.570024] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:27:21.570070] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1057 tests
[2025-10-14T23:27:21.570106] [INFO ] [CONFIGURE ] CWAN: Testing feature 4/29: add_ema
[2025-10-14T23:27:21.570138] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_ema']
[2025-10-14T23:27:21.695995] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:21.815720] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:21.938519] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:22.064237] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:22.187316] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:22.308042] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:22.437463] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:22.572503] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:22.697568] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:22.845056] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:22.845226] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:27:22.845272] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1056 tests
[2025-10-14T23:27:22.845307] [INFO ] [CONFIGURE ] CWAN: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:27:22.845338] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:27:22.985767] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:23.120437] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:23.256902] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:23.388458] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:27:23.525891] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:23.668720] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:23.810360] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:23.954896] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:24.094252] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:24.233160] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:24.233337] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:27:24.233380] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1055 tests
[2025-10-14T23:27:24.233415] [INFO ] [CONFIGURE ] CWAN: Testing feature 6/29: add_failed_moves
[2025-10-14T23:27:24.233445] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_failed_moves']
[2025-10-14T23:27:24.348541] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:24.459965] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:24.571773] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:24.684860] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:24.801456] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:24.917173] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:25.034195] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:25.154628] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:25.273664] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:25.395552] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:25.395744] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:27:25.395800] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1054 tests
[2025-10-14T23:27:25.395836] [INFO ] [CONFIGURE ] CWAN: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:27:25.395869] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_lag_shelf']
[2025-10-14T23:27:25.502554] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:25.609326] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:25.715421] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:25.853365] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:25.961072] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:26.067779] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:26.179875] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:26.287693] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:26.401628] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:26.508796] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:26.508950] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:27:26.508996] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1053 tests
[2025-10-14T23:27:26.509031] [INFO ] [CONFIGURE ] CWAN: Testing feature 8/29: add_macd
[2025-10-14T23:27:26.509064] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:27:26.656787] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:26.800833] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:26.947408] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:27.107456] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:27.269929] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:27.429201] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:27.589768] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:27.746993] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:27.909235] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:28.075862] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:28.076112] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:27:28.076178] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1052 tests
[2025-10-14T23:27:28.076242] [INFO ] [CONFIGURE ] CWAN: Testing feature 9/29: add_mfi
[2025-10-14T23:27:28.076279] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_mfi']
[2025-10-14T23:27:28.206425] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:28.342341] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:28.471495] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:28.594716] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:28.724883] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:28.881569] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:29.021442] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:29.165613] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:29.297073] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:29.422748] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:29.422903] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:27:29.422970] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1051 tests
[2025-10-14T23:27:29.423006] [INFO ] [CONFIGURE ] CWAN: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:27:29.423036] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:27:29.556391] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:29.690910] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:29.826834] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:29.962550] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:30.102162] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:30.240499] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:30.378756] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:30.516833] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:30.657962] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:30.799885] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:30.800044] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:27:30.800087] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1050 tests
[2025-10-14T23:27:30.800122] [INFO ] [CONFIGURE ] CWAN: Testing feature 11/29: add_obv_daily
[2025-10-14T23:27:30.800153] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_obv_daily']
[2025-10-14T23:27:30.914853] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:31.032210] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:31.149497] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:27:31.265957] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:31.381564] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:31.500586] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:31.615672] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:31.730113] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:31.847281] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:31.968109] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:31.968268] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:27:31.968313] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1049 tests
[2025-10-14T23:27:31.968346] [INFO ] [CONFIGURE ] CWAN: Testing feature 12/29: add_obv_interval
[2025-10-14T23:27:31.968376] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_obv_interval']
[2025-10-14T23:27:32.083859] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:32.195966] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:32.308771] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:32.422173] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:32.535089] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:32.648022] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:32.762386] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:32.883340] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:33.003919] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:33.124924] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:33.125098] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:27:33.125145] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1048 tests
[2025-10-14T23:27:33.125179] [INFO ] [CONFIGURE ] CWAN: Testing feature 13/29: add_opening_strength
[2025-10-14T23:27:33.125211] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:27:33.252821] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:33.375741] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:33.501726] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:27:33.625840] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:33.749520] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:33.876492] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:34.003416] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:34.131506] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:34.263471] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:34.393755] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:34.393940] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:27:34.394009] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1047 tests
[2025-10-14T23:27:34.394069] [INFO ] [CONFIGURE ] CWAN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:27:34.394103] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:27:34.520463] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:34.647094] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:34.773755] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:34.899417] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:35.029578] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:35.156399] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:35.283210] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:35.411152] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:35.544617] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:35.674240] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:27:35.674416] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-14T23:27:35.674460] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1046 tests
[2025-10-14T23:27:35.674493] [INFO ] [CONFIGURE ] CWAN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:27:35.674525] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:27:35.781474] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:35.888104] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:35.996202] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:36.108175] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:36.219116] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:36.334770] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:36.446779] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:36.559285] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:36.675082] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:36.789033] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:36.789199] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:27:36.789244] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1045 tests
[2025-10-14T23:27:36.789280] [INFO ] [CONFIGURE ] CWAN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:27:36.789311] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:27:36.906102] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:37.028937] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:37.142900] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:37.255460] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:37.368852] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:37.483520] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:37.599352] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:37.719587] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:37.835242] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:37.983494] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:37.983685] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:27:37.983748] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1044 tests
[2025-10-14T23:27:37.983785] [INFO ] [CONFIGURE ] CWAN: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:27:37.983817] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:27:38.099588] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:38.216202] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:38.334315] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:38.458686] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:38.577843] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:38.697169] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:38.817798] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:38.939142] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:39.063805] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:39.186761] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:39.186933] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:27:39.186977] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1043 tests
[2025-10-14T23:27:39.187010] [INFO ] [CONFIGURE ] CWAN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:27:39.187040] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:27:39.291033] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:39.395333] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:39.500689] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:39.606716] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:39.713381] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:39.824269] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:39.931000] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:40.039736] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:40.148514] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:40.258452] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:40.258603] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:27:40.258667] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 1042 tests
[2025-10-14T23:27:40.258726] [INFO ] [CONFIGURE ] CWAN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:27:40.258760] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:27:40.364845] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:40.474997] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:40.583603] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:40.690500] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:40.797833] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:40.905357] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:41.029835] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:41.139275] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:41.255392] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:41.364967] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:41.365126] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-14T23:27:41.365169] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 1041 tests
[2025-10-14T23:27:41.365203] [INFO ] [CONFIGURE ] CWAN: Testing feature 20/29: add_price_rejection
[2025-10-14T23:27:41.365233] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_price_rejection']
[2025-10-14T23:27:41.478855] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:41.592052] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:41.705582] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:41.819238] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:41.938212] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:42.052209] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:42.169924] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:42.289258] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:42.408635] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:42.529375] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:42.529569] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:27:42.529631] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 1040 tests
[2025-10-14T23:27:42.529709] [INFO ] [CONFIGURE ] CWAN: Testing feature 21/29: add_range_position
[2025-10-14T23:27:42.529751] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_range_position']
[2025-10-14T23:27:42.662889] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:27:42.790014] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:42.919138] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:43.046119] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:43.174186] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:43.306504] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:43.435532] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:43.571675] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:43.702433] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:43.838416] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:43.838578] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T23:27:43.838624] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 1039 tests
[2025-10-14T23:27:43.838702] [INFO ] [CONFIGURE ] CWAN: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:27:43.838750] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility']
[2025-10-14T23:27:44.002439] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:44.145401] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:44.287845] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:44.431665] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:44.576139] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:44.724551] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:44.869815] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:45.019092] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:45.168885] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:45.317626] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:45.317834] [INFO ] [CONFIGURE ] CWAN: KEPT add_realized_volatility (score: 70.00%)
[2025-10-14T23:27:45.317933] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 1038 tests
[2025-10-14T23:27:45.318014] [INFO ] [CONFIGURE ] CWAN: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:27:45.318066] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_recent_range_context']
[2025-10-14T23:27:45.473011] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:45.624880] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:45.775479] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:45.927439] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:46.080448] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:27:46.241154] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:46.396187] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:46.552708] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:46.709176] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:46.877634] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:46.877858] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:27:46.877921] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 1037 tests
[2025-10-14T23:27:46.877959] [INFO ] [CONFIGURE ] CWAN: Testing feature 24/29: add_rsi
[2025-10-14T23:27:46.878027] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-14T23:27:47.053813] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:47.228278] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:47.403833] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:27:47.579434] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:47.755700] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:47.941457] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:48.121002] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:48.302181] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:48.486873] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:48.668019] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:48.668261] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:27:48.668321] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 1036 tests
[2025-10-14T23:27:48.668360] [INFO ] [CONFIGURE ] CWAN: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:27:48.668393] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_tick_distribution']
[2025-10-14T23:27:48.824441] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:48.977510] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:49.138422] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:49.288165] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:49.440945] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:49.591767] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:49.743460] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:49.896359] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:50.049411] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:50.202552] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:50.202778] [INFO ] [CONFIGURE ] CWAN: KEPT add_tick_distribution (score: 80.00%)
[2025-10-14T23:27:50.202873] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 1035 tests
[2025-10-14T23:27:50.202917] [INFO ] [CONFIGURE ] CWAN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:27:50.202949] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_tick_distribution', 'add_volume_momentum_confirmation']
[2025-10-14T23:27:50.365088] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:50.525432] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:50.688232] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:50.858133] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:51.020574] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:51.191375] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:51.365548] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:51.537217] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:51.709988] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:51.888546] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:51.888725] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:27:51.888783] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 1034 tests
[2025-10-14T23:27:51.888825] [INFO ] [CONFIGURE ] CWAN: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:27:51.888859] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_tick_distribution', 'add_volume_price_divergence']
[2025-10-14T23:27:52.059511] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:52.235907] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:52.411125] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:27:52.586349] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:52.762763] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:52.939452] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:27:53.119737] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:53.294283] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:27:53.471068] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:53.655577] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:53.655812] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:27:53.655865] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 1033 tests
[2025-10-14T23:27:53.655922] [INFO ] [CONFIGURE ] CWAN: Testing feature 28/29: add_volume_profile
[2025-10-14T23:27:53.655956] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_tick_distribution', 'add_volume_profile']
[2025-10-14T23:27:53.817203] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:53.979460] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:54.146019] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:54.334076] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:54.509281] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:54.680689] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:54.856077] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:55.025290] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:55.196325] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:27:55.375423] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:55.375639] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:27:55.375726] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 1032 tests
[2025-10-14T23:27:55.375767] [INFO ] [CONFIGURE ] CWAN: Testing feature 29/29: add_vwap
[2025-10-14T23:27:55.375802] [INFO ] [CONFIGURE ] CWAN: Testing with features: ['add_realized_volatility', 'add_tick_distribution', 'add_vwap']
[2025-10-14T23:27:55.544080] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:27:55.713382] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:27:55.883103] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:27:56.055313] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:27:56.229107] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:27:56.399532] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:27:56.570000] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:27:56.743337] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:56.916721] [DEBUG] [FORECASTER] CWAN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:27:57.089693] [DEBUG] [FORECASTER] CWAN: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:57.089860] [INFO ] [CONFIGURE ] CWAN: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:27:57.089909] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 1031 tests
[2025-10-14T23:27:57.089943] [INFO ] [CONFIGURE ] CWAN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:27:57.089973] [INFO ] [CONFIGURE ] CWAN: Best accuracy: 80.00%
[2025-10-14T23:27:57.090003] [INFO ] [CONFIGURE ] CWAN: Best feature set (2 features): ['add_realized_volatility', 'add_tick_distribution']
[2025-10-14T23:27:57.090031] [INFO ] [CONFIGURE ] CWAN: Improvement over baseline: 20.00%
[2025-10-14T23:27:57.090057] [INFO ] [CONFIGURE ] CWAN: Total time: 39.1 seconds
[2025-10-14T23:27:57.090084] [INFO ] [CONFIGURE ] CWAN: Average time per feature: 1.3 seconds
[2025-10-14T23:27:57.090110] [INFO ] [CONFIGURE ] CWAN: Average speed: 0.74 features/sec
[2025-10-14T23:27:57.090768] [INFO ] [LOCAL     ] Saved configuration for CWAN: 2 features, 80.00% accuracy -> ./output/feature-sets/CWAN.json
[2025-10-14T23:27:57.090834] [INFO ] [CONFIGURE ] CWAN: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:27:57.090931] [INFO ] [sig       ] [61/96] Successfully configured CWAN | 0.02 sym/s | Total: 43.6m | ETA: 25.0m
[2025-10-14T23:27:57.091037] [INFO ] [sig       ] [62/96] Configuring CYD...
[2025-10-14T23:27:57.091077] [INFO ] [CONFIGURE ] CYD: Configurate test run.
[2025-10-14T23:27:57.091107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CYD' from 'https://tdm.silogroup.org/data/derivative_storage/CYD.csv'.
[2025-10-14T23:27:57.104148] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CYD'.
[2025-10-14T23:27:57.104474] [INFO ] [CONFIGURE ] CYD: Testing with 29 available features
[2025-10-14T23:27:57.104529] [INFO ] [CONFIGURE ] CYD: Establishing baseline with no features...
[2025-10-14T23:27:57.211077] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:57.317283] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:57.427951] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:27:57.556040] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:57.682976] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:27:57.813951] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:27:57.943630] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:58.072064] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:58.187398] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:58.302381] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:58.302539] [INFO ] [CONFIGURE ] CYD: Baseline score (no features): 60.00%
[2025-10-14T23:27:58.302586] [INFO ] [CONFIGURE ] CYD: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:27:58.302620] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:27:58.427447] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:58.553507] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:58.675814] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:27:58.798832] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:27:58.922267] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:27:59.046454] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:27:59.208811] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:27:59.334005] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:27:59.463812] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:27:59.594751] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:27:59.594919] [INFO ] [CONFIGURE ] CYD: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:27:59.594974] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 1030 tests
[2025-10-14T23:27:59.595015] [INFO ] [CONFIGURE ] CYD: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:27:59.595052] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:27:59.722367] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:27:59.854095] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:27:59.987162] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:00.122173] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:00.262968] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:00.424143] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:00.571479] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:00.708268] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:00.854138] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:00.992504] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:00.992846] [INFO ] [CONFIGURE ] CYD: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:28:00.992910] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 1029 tests
[2025-10-14T23:28:00.992948] [INFO ] [CONFIGURE ] CYD: Testing feature 3/29: add_daily_returns
[2025-10-14T23:28:00.992988] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_daily_returns']
[2025-10-14T23:28:01.110264] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:01.225008] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:01.341202] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:01.457938] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:01.574630] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:01.704472] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:01.835506] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:01.950236] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:02.064813] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:28:02.190376] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:02.190536] [INFO ] [CONFIGURE ] CYD: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:28:02.190580] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 1028 tests
[2025-10-14T23:28:02.190614] [INFO ] [CONFIGURE ] CYD: Testing feature 4/29: add_ema
[2025-10-14T23:28:02.190669] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_ema']
[2025-10-14T23:28:02.316451] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:02.438184] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:02.561524] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:02.687093] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:02.813795] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:02.939035] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:03.064117] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:28:03.190855] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:03.321124] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:03.458504] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:03.458700] [INFO ] [CONFIGURE ] CYD: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:28:03.458766] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 1027 tests
[2025-10-14T23:28:03.458827] [INFO ] [CONFIGURE ] CYD: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:28:03.458863] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:28:03.602018] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:03.742554] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:03.870209] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:03.996223] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:04.125437] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:04.259031] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:04.399917] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:04.533873] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:04.667369] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:04.803265] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:04.803444] [INFO ] [CONFIGURE ] CYD: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:28:04.803490] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 1026 tests
[2025-10-14T23:28:04.803524] [INFO ] [CONFIGURE ] CYD: Testing feature 6/29: add_failed_moves
[2025-10-14T23:28:04.803556] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_failed_moves']
[2025-10-14T23:28:04.914971] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:05.031365] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:05.143829] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:05.257671] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:05.390673] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:05.520285] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:05.657913] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:05.785389] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:05.907746] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:06.037379] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:06.037585] [INFO ] [CONFIGURE ] CYD: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:28:06.037684] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 1025 tests
[2025-10-14T23:28:06.037759] [INFO ] [CONFIGURE ] CYD: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:28:06.037814] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_lag_shelf']
[2025-10-14T23:28:06.183094] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:06.308814] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:06.438478] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:06.554483] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:06.696816] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:06.814845] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:06.925111] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:07.046813] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:07.172741] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:07.286271] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:07.286414] [INFO ] [CONFIGURE ] CYD: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:28:07.286457] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 1024 tests
[2025-10-14T23:28:07.286491] [INFO ] [CONFIGURE ] CYD: Testing feature 8/29: add_macd
[2025-10-14T23:28:07.286523] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:28:07.429847] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:07.578850] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:07.725665] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:07.864048] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:08.006442] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:08.156868] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:08.297826] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:28:08.446731] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:08.592765] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:08.769097] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:08.769313] [INFO ] [CONFIGURE ] CYD: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:28:08.769368] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 1023 tests
[2025-10-14T23:28:08.769406] [INFO ] [CONFIGURE ] CYD: Testing feature 9/29: add_mfi
[2025-10-14T23:28:08.769440] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_mfi']
[2025-10-14T23:28:08.928411] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:09.066975] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:09.203030] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:09.324585] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:09.448539] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:09.567735] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:09.688012] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:09.808401] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:09.932334] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:10.052846] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:10.053027] [INFO ] [CONFIGURE ] CYD: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:28:10.053071] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 1022 tests
[2025-10-14T23:28:10.053106] [INFO ] [CONFIGURE ] CYD: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:28:10.053137] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:28:10.186807] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:10.323380] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:10.464982] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:10.599066] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:10.733759] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:10.868223] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:11.004180] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:11.142396] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:11.277955] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:11.447709] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:11.447919] [INFO ] [CONFIGURE ] CYD: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:28:11.447966] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 1021 tests
[2025-10-14T23:28:11.448040] [INFO ] [CONFIGURE ] CYD: Testing feature 11/29: add_obv_daily
[2025-10-14T23:28:11.448082] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_daily']
[2025-10-14T23:28:11.561102] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:11.673165] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:11.788130] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:11.899759] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:12.013125] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:12.124560] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:12.235992] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:12.348465] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:12.461897] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:28:12.576531] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:12.576741] [INFO ] [CONFIGURE ] CYD: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:28:12.576797] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 1020 tests
[2025-10-14T23:28:12.576833] [INFO ] [CONFIGURE ] CYD: Testing feature 12/29: add_obv_interval
[2025-10-14T23:28:12.576865] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval']
[2025-10-14T23:28:12.685119] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:12.794590] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:12.904859] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:13.013539] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:13.124703] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:13.242530] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:13.354994] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:13.467630] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:13.581176] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:13.695938] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:13.696089] [INFO ] [CONFIGURE ] CYD: KEPT add_obv_interval (score: 70.00%)
[2025-10-14T23:28:13.696251] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 1019 tests
[2025-10-14T23:28:13.696306] [INFO ] [CONFIGURE ] CYD: Testing feature 13/29: add_opening_strength
[2025-10-14T23:28:13.696341] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:28:13.822267] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:13.948563] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:14.082625] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:14.216697] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:14.352753] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:14.493796] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:14.625426] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:28:14.754951] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:14.891523] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:28:15.021740] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:15.021912] [INFO ] [CONFIGURE ] CYD: DISCARDED add_opening_strength (score: 20.00%)
[2025-10-14T23:28:15.021956] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 1018 tests
[2025-10-14T23:28:15.021992] [INFO ] [CONFIGURE ] CYD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:28:15.022023] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:28:15.151350] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:15.282190] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:15.414408] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:15.544400] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:15.676052] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:15.826370] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:15.982518] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:16.129574] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:16.267636] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:16.406664] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:16.406837] [INFO ] [CONFIGURE ] CYD: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:28:16.406882] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 1017 tests
[2025-10-14T23:28:16.406919] [INFO ] [CONFIGURE ] CYD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:28:16.406952] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:28:16.523485] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:16.634740] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:16.747175] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:16.858309] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:16.970077] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:17.083911] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:17.196926] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:17.311232] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:17.430344] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:17.555465] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:17.555668] [INFO ] [CONFIGURE ] CYD: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:28:17.555731] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 1016 tests
[2025-10-14T23:28:17.555768] [INFO ] [CONFIGURE ] CYD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:28:17.555800] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T23:28:17.685340] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:17.813370] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:17.948371] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:18.068234] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:18.187260] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:18.311033] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:18.439037] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:18.568160] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:18.692732] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:18.821788] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:18.821943] [INFO ] [CONFIGURE ] CYD: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:28:18.821987] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 1015 tests
[2025-10-14T23:28:18.822022] [INFO ] [CONFIGURE ] CYD: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:28:18.822053] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T23:28:18.946777] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:19.081085] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:19.216459] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:19.349312] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:19.481224] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:19.625285] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:19.763406] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:19.897967] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:20.026965] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:28:20.174872] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:20.175087] [INFO ] [CONFIGURE ] CYD: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:28:20.175151] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 1014 tests
[2025-10-14T23:28:20.175202] [INFO ] [CONFIGURE ] CYD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:28:20.175293] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T23:28:20.299814] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:20.411716] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:20.545297] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:20.676833] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:20.805524] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:20.921016] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:21.043371] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:28:21.165856] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:21.285347] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:21.402689] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:21.402855] [INFO ] [CONFIGURE ] CYD: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:28:21.402898] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 1013 tests
[2025-10-14T23:28:21.402933] [INFO ] [CONFIGURE ] CYD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:28:21.402965] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T23:28:21.516218] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:21.635012] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:21.749513] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:21.861831] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:21.972989] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:22.085744] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:22.197725] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:22.311102] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:22.424718] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:22.539814] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:22.539962] [INFO ] [CONFIGURE ] CYD: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:28:22.540006] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 1012 tests
[2025-10-14T23:28:22.540040] [INFO ] [CONFIGURE ] CYD: Testing feature 20/29: add_price_rejection
[2025-10-14T23:28:22.540071] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_price_rejection']
[2025-10-14T23:28:22.660158] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:22.779878] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:22.900227] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:23.028965] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:23.151055] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:23.273860] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:23.396284] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:23.541442] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:23.664153] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:23.790189] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:23.790338] [INFO ] [CONFIGURE ] CYD: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:28:23.790380] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 1011 tests
[2025-10-14T23:28:23.790415] [INFO ] [CONFIGURE ] CYD: Testing feature 21/29: add_range_position
[2025-10-14T23:28:23.790446] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_range_position']
[2025-10-14T23:28:23.918900] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:24.046925] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:24.177264] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:24.322131] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:24.454832] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:24.586813] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:24.718838] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:24.859171] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:24.999332] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:25.139299] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:25.139445] [INFO ] [CONFIGURE ] CYD: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:28:25.139490] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 1010 tests
[2025-10-14T23:28:25.139524] [INFO ] [CONFIGURE ] CYD: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:28:25.139556] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_realized_volatility']
[2025-10-14T23:28:25.289190] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:25.437442] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:25.586272] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:25.734853] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:25.881344] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:26.029498] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:26.177924] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:26.327199] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:26.477794] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:26.635838] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:26.635993] [INFO ] [CONFIGURE ] CYD: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:28:26.636039] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 1009 tests
[2025-10-14T23:28:26.636075] [INFO ] [CONFIGURE ] CYD: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:28:26.636108] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_recent_range_context']
[2025-10-14T23:28:26.759576] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:26.884160] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:27.010136] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:27.136005] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:27.258181] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:27.381182] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:27.505467] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:27.630663] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:27.756746] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:27.882614] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:27.882812] [INFO ] [CONFIGURE ] CYD: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:28:27.882864] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 1008 tests
[2025-10-14T23:28:27.882902] [INFO ] [CONFIGURE ] CYD: Testing feature 24/29: add_rsi
[2025-10-14T23:28:27.882935] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T23:28:28.025404] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:28.165319] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:28.306406] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:28.446377] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:28.599424] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:28.781203] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:28.927051] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:29.067905] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:28:29.221515] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:29.365185] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:29.365343] [INFO ] [CONFIGURE ] CYD: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:28:29.365387] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 1007 tests
[2025-10-14T23:28:29.365421] [INFO ] [CONFIGURE ] CYD: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:28:29.365454] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_tick_distribution']
[2025-10-14T23:28:29.483605] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:29.630042] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:29.748784] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:29.873250] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:29.994206] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:30.113548] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:30.233710] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:30.354164] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:30.475009] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:30.597532] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:30.597756] [INFO ] [CONFIGURE ] CYD: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:28:30.597819] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 1006 tests
[2025-10-14T23:28:30.597869] [INFO ] [CONFIGURE ] CYD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:28:30.597927] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T23:28:30.717459] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:30.837668] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:30.959785] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:31.079917] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:31.200741] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:31.328854] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:31.452208] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:31.578462] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:31.704879] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:31.838849] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:31.838994] [INFO ] [CONFIGURE ] CYD: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:28:31.839041] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 1005 tests
[2025-10-14T23:28:31.839076] [INFO ] [CONFIGURE ] CYD: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:28:31.839109] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T23:28:31.973131] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:32.101890] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:32.232776] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:32.364171] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:32.496019] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:32.660202] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:32.791394] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:32.931934] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:33.072798] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:33.208357] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:33.208512] [INFO ] [CONFIGURE ] CYD: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:28:33.208556] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 1004 tests
[2025-10-14T23:28:33.208593] [INFO ] [CONFIGURE ] CYD: Testing feature 28/29: add_volume_profile
[2025-10-14T23:28:33.208627] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_volume_profile']
[2025-10-14T23:28:33.329549] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:33.455195] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:33.581153] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:33.710254] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:33.838502] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:28:33.967153] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:34.100596] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:34.230666] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:34.360896] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:34.491706] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:34.491865] [INFO ] [CONFIGURE ] CYD: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:28:34.491932] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 1003 tests
[2025-10-14T23:28:34.492048] [INFO ] [CONFIGURE ] CYD: Testing feature 29/29: add_vwap
[2025-10-14T23:28:34.492089] [INFO ] [CONFIGURE ] CYD: Testing with features: ['add_obv_interval', 'add_vwap']
[2025-10-14T23:28:34.614905] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:28:34.737628] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:34.862490] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:28:34.988825] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:35.114468] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:28:35.237968] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:28:35.361769] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:28:35.490325] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:35.615781] [DEBUG] [FORECASTER] CYD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:28:35.741165] [DEBUG] [FORECASTER] CYD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:28:35.741323] [INFO ] [CONFIGURE ] CYD: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:28:35.741367] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 1002 tests
[2025-10-14T23:28:35.741403] [INFO ] [CONFIGURE ] CYD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:28:35.741433] [INFO ] [CONFIGURE ] CYD: Best accuracy: 70.00%
[2025-10-14T23:28:35.741464] [INFO ] [CONFIGURE ] CYD: Best feature set (1 features): ['add_obv_interval']
[2025-10-14T23:28:35.741492] [INFO ] [CONFIGURE ] CYD: Improvement over baseline: 10.00%
[2025-10-14T23:28:35.741519] [INFO ] [CONFIGURE ] CYD: Total time: 37.4 seconds
[2025-10-14T23:28:35.741546] [INFO ] [CONFIGURE ] CYD: Average time per feature: 1.3 seconds
[2025-10-14T23:28:35.741574] [INFO ] [CONFIGURE ] CYD: Average speed: 0.77 features/sec
[2025-10-14T23:28:35.742117] [INFO ] [LOCAL     ] Saved configuration for CYD: 1 features, 70.00% accuracy -> ./output/feature-sets/CYD.json
[2025-10-14T23:28:35.742184] [INFO ] [CONFIGURE ] CYD: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:28:35.742281] [INFO ] [sig       ] [62/96] Successfully configured CYD | 0.02 sym/s | Total: 44.2m | ETA: 24.2m
[2025-10-14T23:28:35.742349] [INFO ] [sig       ] [63/96] Configuring DAO...
[2025-10-14T23:28:35.742388] [INFO ] [CONFIGURE ] DAO: Configurate test run.
[2025-10-14T23:28:35.742419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAO' from 'https://tdm.silogroup.org/data/derivative_storage/DAO.csv'.
[2025-10-14T23:28:35.754095] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAO'.
[2025-10-14T23:28:35.754585] [INFO ] [CONFIGURE ] DAO: Testing with 29 available features
[2025-10-14T23:28:35.754662] [INFO ] [CONFIGURE ] DAO: Establishing baseline with no features...
[2025-10-14T23:28:35.857212] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:35.955954] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:36.054809] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:36.153885] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:36.252227] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:36.352089] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:36.451885] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:36.554006] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:36.657660] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:36.762838] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:36.762982] [INFO ] [CONFIGURE ] DAO: Baseline score (no features): 60.00%
[2025-10-14T23:28:36.763025] [INFO ] [CONFIGURE ] DAO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:28:36.763060] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:28:36.880492] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:36.992595] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:37.107588] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:37.222015] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:37.334892] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:37.447178] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:37.559956] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:37.674867] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:37.793849] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:37.908104] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:37.908284] [INFO ] [CONFIGURE ] DAO: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:28:37.908347] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 1001 tests
[2025-10-14T23:28:37.908384] [INFO ] [CONFIGURE ] DAO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:28:37.908415] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:28:38.023439] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:38.138719] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:38.255420] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:38.372583] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:38.495871] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:38.616422] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:38.738907] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:38.860346] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:38.981840] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:39.104117] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:39.104314] [INFO ] [CONFIGURE ] DAO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:28:39.104361] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 1000 tests
[2025-10-14T23:28:39.104398] [INFO ] [CONFIGURE ] DAO: Testing feature 3/29: add_daily_returns
[2025-10-14T23:28:39.104481] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_daily_returns']
[2025-10-14T23:28:39.214937] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:39.320193] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:39.431069] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:39.541632] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:39.654127] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:39.760848] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:39.863814] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:39.969926] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:40.079370] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:40.196841] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:40.197014] [INFO ] [CONFIGURE ] DAO: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:28:40.197061] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.5s/test | Remaining: 999 tests
[2025-10-14T23:28:40.197099] [INFO ] [CONFIGURE ] DAO: Testing feature 4/29: add_ema
[2025-10-14T23:28:40.197133] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_ema']
[2025-10-14T23:28:40.333638] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:40.468678] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:40.602197] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:40.734371] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:40.857179] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:40.979051] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:41.102624] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:41.228181] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:41.352162] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:41.474505] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:41.474755] [INFO ] [CONFIGURE ] DAO: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:28:41.474810] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.4s/test | Remaining: 998 tests
[2025-10-14T23:28:41.474847] [INFO ] [CONFIGURE ] DAO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:28:41.474878] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:28:41.602996] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:41.758814] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:41.896297] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:42.041118] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:42.184278] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:42.326523] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:42.455877] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:28:42.593197] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:28:42.733945] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:42.867210] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:42.867369] [INFO ] [CONFIGURE ] DAO: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:28:42.867413] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.4s/test | Remaining: 997 tests
[2025-10-14T23:28:42.867448] [INFO ] [CONFIGURE ] DAO: Testing feature 6/29: add_failed_moves
[2025-10-14T23:28:42.867480] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves']
[2025-10-14T23:28:42.983886] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:43.102261] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:43.213355] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:43.331997] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:43.452119] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:43.569532] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:43.686799] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:28:43.803924] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:43.925228] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:44.051744] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:44.051908] [INFO ] [CONFIGURE ] DAO: KEPT add_failed_moves (score: 70.00%)
[2025-10-14T23:28:44.051953] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.4s/test | Remaining: 996 tests
[2025-10-14T23:28:44.051988] [INFO ] [CONFIGURE ] DAO: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:28:44.052019] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_lag_shelf']
[2025-10-14T23:28:44.159150] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:44.269441] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:44.378959] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:44.487552] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:44.596331] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:44.706500] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:44.817139] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:28:44.928526] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:45.041267] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:45.153173] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:45.153313] [INFO ] [CONFIGURE ] DAO: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:28:45.153356] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.4s/test | Remaining: 995 tests
[2025-10-14T23:28:45.153440] [INFO ] [CONFIGURE ] DAO: Testing feature 8/29: add_macd
[2025-10-14T23:28:45.153482] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_vwap', 'add_macd']
[2025-10-14T23:28:45.299337] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:45.445610] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:45.593159] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:45.739537] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:28:45.888421] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:46.033608] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:46.189838] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:46.347694] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:46.495255] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:46.650183] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:46.650341] [INFO ] [CONFIGURE ] DAO: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:28:46.650385] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.4s/test | Remaining: 994 tests
[2025-10-14T23:28:46.650421] [INFO ] [CONFIGURE ] DAO: Testing feature 9/29: add_mfi
[2025-10-14T23:28:46.650452] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_mfi']
[2025-10-14T23:28:46.782465] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:46.909582] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:47.040105] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:47.167918] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:47.298126] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:47.426727] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:47.555623] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:47.687000] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:47.820302] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:47.950857] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:47.951054] [INFO ] [CONFIGURE ] DAO: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:28:47.951101] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.4s/test | Remaining: 993 tests
[2025-10-14T23:28:47.951137] [INFO ] [CONFIGURE ] DAO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:28:47.951170] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:28:48.094575] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:28:48.238508] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:48.379928] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:48.521533] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:48.664588] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:28:48.808476] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:48.955852] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:49.102243] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:49.247474] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:49.394508] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:49.394697] [INFO ] [CONFIGURE ] DAO: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:28:49.394756] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.4s/test | Remaining: 992 tests
[2025-10-14T23:28:49.394793] [INFO ] [CONFIGURE ] DAO: Testing feature 11/29: add_obv_daily
[2025-10-14T23:28:49.394825] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_obv_daily']
[2025-10-14T23:28:49.516952] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:49.635794] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:49.765322] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:49.896492] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:50.025077] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:50.157481] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:50.282066] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:28:50.406086] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:50.531398] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:50.657813] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:50.657953] [INFO ] [CONFIGURE ] DAO: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:28:50.658029] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.4s/test | Remaining: 991 tests
[2025-10-14T23:28:50.658080] [INFO ] [CONFIGURE ] DAO: Testing feature 12/29: add_obv_interval
[2025-10-14T23:28:50.658112] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_obv_interval']
[2025-10-14T23:28:50.778997] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:50.901312] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:51.020365] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:51.143050] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:51.265287] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:51.386777] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:51.508380] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:28:51.630202] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:51.752924] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:51.877564] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:51.877798] [INFO ] [CONFIGURE ] DAO: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:28:51.877848] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.4s/test | Remaining: 990 tests
[2025-10-14T23:28:51.877884] [INFO ] [CONFIGURE ] DAO: Testing feature 13/29: add_opening_strength
[2025-10-14T23:28:51.877915] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:28:52.006835] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:52.138109] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:28:52.267033] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:52.397439] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:52.527623] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:28:52.658492] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:28:52.792676] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:52.927928] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:28:53.069577] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:53.212763] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:53.212921] [INFO ] [CONFIGURE ] DAO: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:28:53.212966] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.4s/test | Remaining: 989 tests
[2025-10-14T23:28:53.213002] [INFO ] [CONFIGURE ] DAO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:28:53.213034] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_order_flow_imbalance']
[2025-10-14T23:28:53.347052] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:53.490247] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:53.630112] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:53.768300] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:53.901333] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:28:54.035896] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:54.168859] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:54.306491] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:54.439138] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:54.572349] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:54.572501] [INFO ] [CONFIGURE ] DAO: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:28:54.572548] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.4s/test | Remaining: 988 tests
[2025-10-14T23:28:54.572586] [INFO ] [CONFIGURE ] DAO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:28:54.572622] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_morning_momentum']
[2025-10-14T23:28:54.685717] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:28:54.801885] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:54.914157] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:55.026634] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:55.141280] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:55.255166] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:55.370483] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:55.486578] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:55.612062] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:55.750718] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:55.750932] [INFO ] [CONFIGURE ] DAO: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:28:55.751033] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.4s/test | Remaining: 987 tests
[2025-10-14T23:28:55.751091] [INFO ] [CONFIGURE ] DAO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:28:55.751128] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_overnight_gap']
[2025-10-14T23:28:55.881937] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:56.008243] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:56.140063] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:56.271530] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:56.397249] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:56.525014] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:56.651865] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:56.785863] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:28:56.919836] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:57.048238] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:57.048389] [INFO ] [CONFIGURE ] DAO: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:28:57.048434] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.4s/test | Remaining: 986 tests
[2025-10-14T23:28:57.048469] [INFO ] [CONFIGURE ] DAO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:28:57.048501] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_return_2d']
[2025-10-14T23:28:57.176090] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:28:57.302402] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:57.426493] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:57.556496] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:57.682558] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:57.807611] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:57.933771] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:58.063944] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:58.195492] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:28:58.329255] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:58.329433] [INFO ] [CONFIGURE ] DAO: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:28:58.329480] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.4s/test | Remaining: 985 tests
[2025-10-14T23:28:58.329516] [INFO ] [CONFIGURE ] DAO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:28:58.329549] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_volatility_5d']
[2025-10-14T23:28:58.443391] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:28:58.567440] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:28:58.685191] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:28:58.818231] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:28:58.982853] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:28:59.124550] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:28:59.293221] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:28:59.439101] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:28:59.602244] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:28:59.737800] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:28:59.738012] [INFO ] [CONFIGURE ] DAO: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:28:59.738077] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.4s/test | Remaining: 984 tests
[2025-10-14T23:28:59.738117] [INFO ] [CONFIGURE ] DAO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:28:59.738150] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_pbf_vs_sma_5']
[2025-10-14T23:28:59.880047] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:00.006911] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:00.137717] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:00.258522] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:00.373759] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:00.494566] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:00.611305] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:29:00.724828] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:00.838116] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:00.951999] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:00.952112] [INFO ] [CONFIGURE ] DAO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:29:00.952156] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.4s/test | Remaining: 983 tests
[2025-10-14T23:29:00.952191] [INFO ] [CONFIGURE ] DAO: Testing feature 20/29: add_price_rejection
[2025-10-14T23:29:00.952221] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_price_rejection']
[2025-10-14T23:29:01.070480] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:01.189171] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:01.308847] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:01.428148] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:01.548046] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:01.669167] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:01.794941] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:01.922839] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:02.045234] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:29:02.168782] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:02.168927] [INFO ] [CONFIGURE ] DAO: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:29:02.168972] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.4s/test | Remaining: 982 tests
[2025-10-14T23:29:02.169006] [INFO ] [CONFIGURE ] DAO: Testing feature 21/29: add_range_position
[2025-10-14T23:29:02.169036] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_range_position']
[2025-10-14T23:29:02.295924] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:02.428237] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:02.556763] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:02.687294] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:02.816540] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:02.962343] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:03.092284] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:03.222972] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:03.355372] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:03.488181] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:03.488308] [INFO ] [CONFIGURE ] DAO: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:29:03.488351] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.4s/test | Remaining: 981 tests
[2025-10-14T23:29:03.488391] [INFO ] [CONFIGURE ] DAO: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:29:03.488428] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_realized_volatility']
[2025-10-14T23:29:03.631307] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:03.778011] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:03.922982] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:04.066717] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:29:04.211786] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:04.358376] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:04.505701] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:04.653246] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:04.800981] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:29:04.950328] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:04.950452] [INFO ] [CONFIGURE ] DAO: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:29:04.950500] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.4s/test | Remaining: 980 tests
[2025-10-14T23:29:04.950535] [INFO ] [CONFIGURE ] DAO: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:29:04.950566] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_recent_range_context']
[2025-10-14T23:29:05.067411] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:05.188751] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:05.308008] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:05.427064] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:05.545910] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:05.666378] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:05.786624] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:29:05.906954] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:06.028313] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:06.150559] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:06.150729] [INFO ] [CONFIGURE ] DAO: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:29:06.150783] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.4s/test | Remaining: 979 tests
[2025-10-14T23:29:06.150820] [INFO ] [CONFIGURE ] DAO: Testing feature 24/29: add_rsi
[2025-10-14T23:29:06.150851] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_ema', 'add_rsi']
[2025-10-14T23:29:06.287093] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:06.427446] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:06.565436] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:06.705800] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:06.846784] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:06.989950] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:07.138140] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:07.277171] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:07.415946] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:29:07.554867] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:07.555005] [INFO ] [CONFIGURE ] DAO: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:29:07.555048] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.4s/test | Remaining: 978 tests
[2025-10-14T23:29:07.555082] [INFO ] [CONFIGURE ] DAO: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:29:07.555113] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_tick_distribution']
[2025-10-14T23:29:07.667771] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:07.785613] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:07.900749] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:08.015752] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:08.131991] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:08.254545] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:08.376145] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:08.499168] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:08.619955] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:08.742509] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:08.742683] [INFO ] [CONFIGURE ] DAO: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:29:08.742744] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.4s/test | Remaining: 977 tests
[2025-10-14T23:29:08.742781] [INFO ] [CONFIGURE ] DAO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:29:08.742812] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_volume_momentum_confirmation']
[2025-10-14T23:29:08.861807] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:09.015684] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:09.137465] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:09.258144] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:29:09.378927] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:09.501226] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:09.622564] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:09.746152] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:09.870421] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:09.995166] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:09.995337] [INFO ] [CONFIGURE ] DAO: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:29:09.995382] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.4s/test | Remaining: 976 tests
[2025-10-14T23:29:09.995441] [INFO ] [CONFIGURE ] DAO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:29:09.995498] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_volume_price_divergence']
[2025-10-14T23:29:10.125754] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:10.263359] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:10.412486] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:10.543334] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:10.673162] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:10.801835] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:10.930397] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:11.060481] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:29:11.191126] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:11.318366] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:11.318494] [INFO ] [CONFIGURE ] DAO: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:29:11.318538] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.4s/test | Remaining: 975 tests
[2025-10-14T23:29:11.318572] [INFO ] [CONFIGURE ] DAO: Testing feature 28/29: add_volume_profile
[2025-10-14T23:29:11.318603] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_volume_profile']
[2025-10-14T23:29:11.433445] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:11.553733] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:11.669725] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:11.789500] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:29:11.908600] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:12.053061] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:12.172041] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:29:12.293233] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:12.414289] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:29:12.533675] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:12.533831] [INFO ] [CONFIGURE ] DAO: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:29:12.533929] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.4s/test | Remaining: 974 tests
[2025-10-14T23:29:12.533983] [INFO ] [CONFIGURE ] DAO: Testing feature 29/29: add_vwap
[2025-10-14T23:29:12.534018] [INFO ] [CONFIGURE ] DAO: Testing with features: ['add_failed_moves', 'add_vwap']
[2025-10-14T23:29:12.656499] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:12.776335] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:12.895019] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:29:13.015436] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:29:13.135894] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:13.257805] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:13.378960] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:29:13.506429] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:29:13.630788] [DEBUG] [FORECASTER] DAO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:29:13.755445] [DEBUG] [FORECASTER] DAO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:13.755609] [INFO ] [CONFIGURE ] DAO: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:29:13.755683] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.4s/test | Remaining: 973 tests
[2025-10-14T23:29:13.755736] [INFO ] [CONFIGURE ] DAO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:29:13.755770] [INFO ] [CONFIGURE ] DAO: Best accuracy: 70.00%
[2025-10-14T23:29:13.755802] [INFO ] [CONFIGURE ] DAO: Best feature set (1 features): ['add_failed_moves']
[2025-10-14T23:29:13.755830] [INFO ] [CONFIGURE ] DAO: Improvement over baseline: 10.00%
[2025-10-14T23:29:13.755857] [INFO ] [CONFIGURE ] DAO: Total time: 37.0 seconds
[2025-10-14T23:29:13.755884] [INFO ] [CONFIGURE ] DAO: Average time per feature: 1.3 seconds
[2025-10-14T23:29:13.755912] [INFO ] [CONFIGURE ] DAO: Average speed: 0.78 features/sec
[2025-10-14T23:29:13.756479] [INFO ] [LOCAL     ] Saved configuration for DAO: 1 features, 70.00% accuracy -> ./output/feature-sets/DAO.json
[2025-10-14T23:29:13.756547] [INFO ] [CONFIGURE ] DAO: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:29:13.756638] [INFO ] [sig       ] [63/96] Successfully configured DAO | 0.02 sym/s | Total: 44.9m | ETA: 23.5m
[2025-10-14T23:29:13.756727] [INFO ] [sig       ] [64/96] Configuring DNP...
[2025-10-14T23:29:13.756767] [INFO ] [CONFIGURE ] DNP: Configurate test run.
[2025-10-14T23:29:13.756797] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNP' from 'https://tdm.silogroup.org/data/derivative_storage/DNP.csv'.
[2025-10-14T23:29:13.768785] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNP'.
[2025-10-14T23:29:13.769193] [INFO ] [CONFIGURE ] DNP: Testing with 29 available features
[2025-10-14T23:29:13.769249] [INFO ] [CONFIGURE ] DNP: Establishing baseline with no features...
[2025-10-14T23:29:13.869295] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:13.966953] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:14.069305] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:14.172243] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:14.276824] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:14.380530] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:14.485530] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:14.594482] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:14.698999] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:14.805558] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:14.805751] [INFO ] [CONFIGURE ] DNP: Baseline score (no features): 60.00%
[2025-10-14T23:29:14.805807] [INFO ] [CONFIGURE ] DNP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:29:14.805842] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:29:14.920495] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:15.065499] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:15.179271] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:15.292942] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:15.408153] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:15.522017] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:15.637006] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:15.753466] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:29:15.875336] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:15.994310] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:15.994470] [INFO ] [CONFIGURE ] DNP: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:29:15.994514] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.4s/test | Remaining: 972 tests
[2025-10-14T23:29:15.994549] [INFO ] [CONFIGURE ] DNP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:29:15.994581] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:29:16.112664] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:16.230622] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:16.350019] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:16.472584] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:16.593604] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:16.715797] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:16.847885] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:16.976210] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:17.102251] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:17.235211] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:17.235408] [INFO ] [CONFIGURE ] DNP: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T23:29:17.235460] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.4s/test | Remaining: 971 tests
[2025-10-14T23:29:17.235497] [INFO ] [CONFIGURE ] DNP: Testing feature 3/29: add_daily_returns
[2025-10-14T23:29:17.235530] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:29:17.363807] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:17.491386] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:17.615856] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:17.740348] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:17.865170] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:17.991620] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:18.126217] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:18.254969] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:18.383985] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:18.517819] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:18.518032] [INFO ] [CONFIGURE ] DNP: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:29:18.518093] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.4s/test | Remaining: 970 tests
[2025-10-14T23:29:18.518131] [INFO ] [CONFIGURE ] DNP: Testing feature 4/29: add_ema
[2025-10-14T23:29:18.518163] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:29:18.656630] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:18.796475] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:18.935712] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:19.076843] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:19.219248] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:19.363724] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:19.513425] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:19.655035] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:19.797857] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:19.945866] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:19.946076] [INFO ] [CONFIGURE ] DNP: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:29:19.946142] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.4s/test | Remaining: 969 tests
[2025-10-14T23:29:19.946181] [INFO ] [CONFIGURE ] DNP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:29:19.946214] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:29:20.094178] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:20.242159] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:20.390103] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:20.540666] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:20.687118] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:20.835692] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:20.984371] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:21.163780] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:21.310111] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:21.455790] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:21.455941] [INFO ] [CONFIGURE ] DNP: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:29:21.456034] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.4s/test | Remaining: 968 tests
[2025-10-14T23:29:21.456103] [INFO ] [CONFIGURE ] DNP: Testing feature 6/29: add_failed_moves
[2025-10-14T23:29:21.456159] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:29:21.578952] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:21.703499] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:21.831388] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:21.961442] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:22.091952] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:22.221046] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:22.351002] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:22.486605] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:22.616935] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:22.754498] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:22.754668] [INFO ] [CONFIGURE ] DNP: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:29:22.754732] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.4s/test | Remaining: 967 tests
[2025-10-14T23:29:22.754771] [INFO ] [CONFIGURE ] DNP: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:29:22.754805] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:29:22.889470] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:23.025725] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:23.150388] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:23.270803] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:23.391058] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:23.514044] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:23.637777] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:23.760423] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:23.888241] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:24.014518] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:24.014714] [INFO ] [CONFIGURE ] DNP: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:29:24.014796] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.4s/test | Remaining: 966 tests
[2025-10-14T23:29:24.014855] [INFO ] [CONFIGURE ] DNP: Testing feature 8/29: add_macd
[2025-10-14T23:29:24.014895] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:29:24.208805] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:24.382247] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:24.568217] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:24.731305] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:24.904579] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:25.065029] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:25.232829] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:25.392674] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:25.554692] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:25.717251] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:25.717410] [INFO ] [CONFIGURE ] DNP: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:29:25.717456] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.4s/test | Remaining: 965 tests
[2025-10-14T23:29:25.717492] [INFO ] [CONFIGURE ] DNP: Testing feature 9/29: add_mfi
[2025-10-14T23:29:25.717524] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:29:25.854042] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:25.991527] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:26.127948] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:26.266415] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:26.409334] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:26.557235] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:26.702051] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:26.841565] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:26.983056] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:27.125691] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:27.125858] [INFO ] [CONFIGURE ] DNP: KEPT add_mfi (score: 80.00%)
[2025-10-14T23:29:27.125935] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.4s/test | Remaining: 964 tests
[2025-10-14T23:29:27.126002] [INFO ] [CONFIGURE ] DNP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:29:27.126038] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:29:27.293417] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:27.462009] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:27.631851] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:27.806625] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:27.980114] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:28.151032] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:28.328135] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:28.499719] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:28.672761] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:28.845421] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:28.845592] [INFO ] [CONFIGURE ] DNP: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:29:28.845639] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.4s/test | Remaining: 963 tests
[2025-10-14T23:29:28.845721] [INFO ] [CONFIGURE ] DNP: Testing feature 11/29: add_obv_daily
[2025-10-14T23:29:28.845759] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_obv_daily']
[2025-10-14T23:29:28.996409] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:29.145880] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:29.295501] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:29.442062] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:29.595792] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:29.747419] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:29.900442] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:30.054876] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:30.223830] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:30.374307] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:30.374466] [INFO ] [CONFIGURE ] DNP: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:29:30.374510] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.4s/test | Remaining: 962 tests
[2025-10-14T23:29:30.374544] [INFO ] [CONFIGURE ] DNP: Testing feature 12/29: add_obv_interval
[2025-10-14T23:29:30.374575] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_obv_interval']
[2025-10-14T23:29:30.522420] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:30.665516] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:30.808770] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:29:30.952427] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:31.095054] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:31.241997] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:31.386431] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:31.532826] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:31.677230] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:31.828506] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:31.828794] [INFO ] [CONFIGURE ] DNP: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:29:31.828853] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.4s/test | Remaining: 961 tests
[2025-10-14T23:29:31.828891] [INFO ] [CONFIGURE ] DNP: Testing feature 13/29: add_opening_strength
[2025-10-14T23:29:31.828923] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:29:31.988464] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:32.140625] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:32.295544] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:32.449012] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:32.603094] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:32.756931] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:32.912639] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:33.066630] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:33.222772] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:33.378444] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:33.378594] [INFO ] [CONFIGURE ] DNP: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:29:33.378637] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.4s/test | Remaining: 960 tests
[2025-10-14T23:29:33.378715] [INFO ] [CONFIGURE ] DNP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:29:33.378753] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:29:33.536556] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:33.691794] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:33.849137] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:34.005066] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:34.164329] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:34.325789] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:34.487037] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:34.647283] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:34.807463] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:34.970220] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:34.970443] [INFO ] [CONFIGURE ] DNP: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:29:34.970495] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.4s/test | Remaining: 959 tests
[2025-10-14T23:29:34.970533] [INFO ] [CONFIGURE ] DNP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:29:34.970566] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:29:35.110989] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:35.253029] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:35.394811] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:35.538407] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:35.681034] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:35.822081] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:35.963373] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:36.104992] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:36.246339] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:36.400720] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:36.400952] [INFO ] [CONFIGURE ] DNP: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:29:36.401051] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.4s/test | Remaining: 958 tests
[2025-10-14T23:29:36.401096] [INFO ] [CONFIGURE ] DNP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:29:36.401129] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:29:36.550602] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:36.699399] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:36.849508] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:37.001403] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:37.152924] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:37.303375] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:37.460304] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:37.619418] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:37.771352] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:37.924475] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:37.924676] [INFO ] [CONFIGURE ] DNP: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:29:37.924738] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.4s/test | Remaining: 957 tests
[2025-10-14T23:29:37.924776] [INFO ] [CONFIGURE ] DNP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:29:37.924809] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:29:38.077043] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:38.227468] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:38.378769] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:38.533583] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:38.687058] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:38.840128] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:38.997259] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:39.166550] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:39.331953] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:39.501505] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:39.501684] [INFO ] [CONFIGURE ] DNP: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:29:39.501747] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.4s/test | Remaining: 956 tests
[2025-10-14T23:29:39.501786] [INFO ] [CONFIGURE ] DNP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:29:39.501817] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:29:39.645146] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:39.789789] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:39.936290] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:40.081978] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:40.230928] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:40.381319] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:40.529216] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:40.677363] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:40.828384] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:40.977738] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:40.977921] [INFO ] [CONFIGURE ] DNP: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:29:40.978005] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.4s/test | Remaining: 955 tests
[2025-10-14T23:29:40.978063] [INFO ] [CONFIGURE ] DNP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:29:40.978098] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:29:41.124376] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:41.270036] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:41.419974] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:41.572928] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:41.726005] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:41.880455] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:42.033544] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:42.183326] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:42.332822] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:42.518123] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:42.518286] [INFO ] [CONFIGURE ] DNP: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:29:42.518330] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.4s/test | Remaining: 954 tests
[2025-10-14T23:29:42.518364] [INFO ] [CONFIGURE ] DNP: Testing feature 20/29: add_price_rejection
[2025-10-14T23:29:42.518396] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_price_rejection']
[2025-10-14T23:29:42.673991] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:42.828538] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:42.980912] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:43.137938] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:43.297119] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:43.458270] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:43.617904] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:43.776088] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:43.937812] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:44.098030] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:44.098211] [INFO ] [CONFIGURE ] DNP: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:29:44.098256] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.4s/test | Remaining: 953 tests
[2025-10-14T23:29:44.098291] [INFO ] [CONFIGURE ] DNP: Testing feature 21/29: add_range_position
[2025-10-14T23:29:44.098332] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_range_position']
[2025-10-14T23:29:44.262818] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:44.428860] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:44.593551] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:44.770708] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:44.955568] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:45.131784] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:45.302890] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:45.471902] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:45.648623] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:45.818156] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:45.818336] [INFO ] [CONFIGURE ] DNP: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:29:45.818382] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.4s/test | Remaining: 952 tests
[2025-10-14T23:29:45.818418] [INFO ] [CONFIGURE ] DNP: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:29:45.818451] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_realized_volatility']
[2025-10-14T23:29:46.003208] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:46.189224] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:46.373975] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:46.555067] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:46.733213] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:46.913387] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:47.102940] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:47.287227] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:47.471373] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:47.655716] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:47.655898] [INFO ] [CONFIGURE ] DNP: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:29:47.655953] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.4s/test | Remaining: 951 tests
[2025-10-14T23:29:47.655989] [INFO ] [CONFIGURE ] DNP: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:29:47.656020] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_recent_range_context']
[2025-10-14T23:29:47.801602] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:47.946982] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:48.098199] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:48.249908] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:48.408470] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:48.593685] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:48.744269] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:48.904202] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:49.058724] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:49.216492] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:49.216705] [INFO ] [CONFIGURE ] DNP: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:29:49.216765] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.4s/test | Remaining: 950 tests
[2025-10-14T23:29:49.216807] [INFO ] [CONFIGURE ] DNP: Testing feature 24/29: add_rsi
[2025-10-14T23:29:49.216862] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-14T23:29:49.390314] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:49.561094] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:49.741837] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:49.913320] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:50.085055] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:29:50.261971] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:50.436324] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:50.609483] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:50.783344] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:50.959109] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:50.959297] [INFO ] [CONFIGURE ] DNP: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:29:50.959344] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.4s/test | Remaining: 949 tests
[2025-10-14T23:29:50.959380] [INFO ] [CONFIGURE ] DNP: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:29:50.959412] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_tick_distribution']
[2025-10-14T23:29:51.107097] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:51.256570] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:51.437415] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:51.645341] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:51.840233] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:52.045472] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:52.255139] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:52.443524] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:52.610045] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:52.762238] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:52.762391] [INFO ] [CONFIGURE ] DNP: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:29:52.762435] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.4s/test | Remaining: 948 tests
[2025-10-14T23:29:52.762471] [INFO ] [CONFIGURE ] DNP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:29:52.762502] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:29:52.912185] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:53.071230] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:53.225381] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:53.378890] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:53.528428] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:53.695779] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:53.857305] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:54.014033] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:54.170230] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:29:54.340796] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:54.341010] [INFO ] [CONFIGURE ] DNP: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:29:54.341081] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.4s/test | Remaining: 947 tests
[2025-10-14T23:29:54.341140] [INFO ] [CONFIGURE ] DNP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:29:54.341193] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:29:54.519033] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:54.677573] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:54.840763] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:55.002393] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:55.165887] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:55.338419] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:29:55.500279] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:55.661379] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:29:55.826726] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:55.995055] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:55.995232] [INFO ] [CONFIGURE ] DNP: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:29:55.995278] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.4s/test | Remaining: 946 tests
[2025-10-14T23:29:55.995315] [INFO ] [CONFIGURE ] DNP: Testing feature 28/29: add_volume_profile
[2025-10-14T23:29:55.995348] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_volume_profile']
[2025-10-14T23:29:56.144888] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:29:56.299133] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:29:56.457236] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:56.608363] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:56.762866] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:56.921821] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:57.096185] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:29:57.273300] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:57.441257] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:57.601917] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:57.602096] [INFO ] [CONFIGURE ] DNP: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:29:57.602143] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.4s/test | Remaining: 945 tests
[2025-10-14T23:29:57.602181] [INFO ] [CONFIGURE ] DNP: Testing feature 29/29: add_vwap
[2025-10-14T23:29:57.602215] [INFO ] [CONFIGURE ] DNP: Testing with features: ['add_cumulative_delta', 'add_mfi', 'add_vwap']
[2025-10-14T23:29:57.769066] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:29:57.918900] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:29:58.081355] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:29:58.237444] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:29:58.389146] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:29:58.540791] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:29:58.693665] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:29:58.845423] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:29:58.997076] [DEBUG] [FORECASTER] DNP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:29:59.149915] [DEBUG] [FORECASTER] DNP: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:29:59.150067] [INFO ] [CONFIGURE ] DNP: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:29:59.150111] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.4s/test | Remaining: 944 tests
[2025-10-14T23:29:59.150145] [INFO ] [CONFIGURE ] DNP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:29:59.150176] [INFO ] [CONFIGURE ] DNP: Best accuracy: 80.00%
[2025-10-14T23:29:59.150206] [INFO ] [CONFIGURE ] DNP: Best feature set (2 features): ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:29:59.150235] [INFO ] [CONFIGURE ] DNP: Improvement over baseline: 20.00%
[2025-10-14T23:29:59.150262] [INFO ] [CONFIGURE ] DNP: Total time: 44.3 seconds
[2025-10-14T23:29:59.150339] [INFO ] [CONFIGURE ] DNP: Average time per feature: 1.5 seconds
[2025-10-14T23:29:59.150381] [INFO ] [CONFIGURE ] DNP: Average speed: 0.65 features/sec
[2025-10-14T23:29:59.150710] [INFO ] [LOCAL     ] Saved configuration for DNP: 2 features, 80.00% accuracy -> ./output/feature-sets/DNP.json
[2025-10-14T23:29:59.150762] [INFO ] [CONFIGURE ] DNP: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:29:59.150812] [INFO ] [sig       ] [64/96] Successfully configured DNP | 0.02 sym/s | Total: 45.6m | ETA: 22.8m
[2025-10-14T23:29:59.150868] [INFO ] [sig       ] [65/96] Configuring DRH...
[2025-10-14T23:29:59.150901] [INFO ] [CONFIGURE ] DRH: Configurate test run.
[2025-10-14T23:29:59.150938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRH' from 'https://tdm.silogroup.org/data/derivative_storage/DRH.csv'.
[2025-10-14T23:29:59.162119] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DRH'.
[2025-10-14T23:29:59.162534] [INFO ] [CONFIGURE ] DRH: Testing with 29 available features
[2025-10-14T23:29:59.162589] [INFO ] [CONFIGURE ] DRH: Establishing baseline with no features...
[2025-10-14T23:29:59.268137] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:29:59.372776] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:29:59.476435] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:29:59.586715] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:29:59.694156] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:29:59.800209] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:29:59.905718] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:00.013883] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:00.119356] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:00.230176] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:00.230336] [INFO ] [CONFIGURE ] DRH: Baseline score (no features): 40.00%
[2025-10-14T23:30:00.230381] [INFO ] [CONFIGURE ] DRH: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:30:00.230416] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:30:00.355977] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:00.489076] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:00.613839] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:00.735897] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:00.852340] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:00.970438] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:01.089316] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:30:01.207864] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:30:01.330992] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:01.457746] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:01.457938] [INFO ] [CONFIGURE ] DRH: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:30:01.458012] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.4s/test | Remaining: 943 tests
[2025-10-14T23:30:01.458082] [INFO ] [CONFIGURE ] DRH: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:30:01.458116] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:30:01.593538] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:01.740978] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:01.876909] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:02.011510] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:02.160277] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:02.281505] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:02.409690] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:02.537421] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:02.661964] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:02.787354] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:02.787506] [INFO ] [CONFIGURE ] DRH: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T23:30:02.787552] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.4s/test | Remaining: 942 tests
[2025-10-14T23:30:02.787588] [INFO ] [CONFIGURE ] DRH: Testing feature 3/29: add_daily_returns
[2025-10-14T23:30:02.787623] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:30:02.911400] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:03.036850] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:30:03.168796] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:03.298340] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:03.427544] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:03.554374] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:03.711111] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:03.837362] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:03.963446] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:04.089632] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:04.089775] [INFO ] [CONFIGURE ] DRH: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:30:04.089822] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.4s/test | Remaining: 941 tests
[2025-10-14T23:30:04.089860] [INFO ] [CONFIGURE ] DRH: Testing feature 4/29: add_ema
[2025-10-14T23:30:04.089891] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:30:04.224578] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:04.360344] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:04.497600] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:04.635679] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:04.774932] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:04.913363] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:05.053179] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:05.193049] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:05.341982] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:05.496288] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:05.496481] [INFO ] [CONFIGURE ] DRH: KEPT add_ema (score: 70.00%)
[2025-10-14T23:30:05.496526] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.4s/test | Remaining: 940 tests
[2025-10-14T23:30:05.496564] [INFO ] [CONFIGURE ] DRH: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:30:05.496598] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:30:05.666289] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:05.839394] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:06.045428] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:06.215713] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:06.382089] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:06.544811] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:06.707624] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:06.871710] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:07.035173] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:07.200843] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:07.200993] [INFO ] [CONFIGURE ] DRH: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:30:07.201036] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.4s/test | Remaining: 939 tests
[2025-10-14T23:30:07.201072] [INFO ] [CONFIGURE ] DRH: Testing feature 6/29: add_failed_moves
[2025-10-14T23:30:07.201104] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_failed_moves']
[2025-10-14T23:30:07.345597] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:07.487050] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:07.629074] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:07.772023] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:07.915740] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:08.059029] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:08.203834] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:08.348709] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:08.494019] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:08.644240] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:08.644419] [INFO ] [CONFIGURE ] DRH: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:30:08.644477] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.4s/test | Remaining: 938 tests
[2025-10-14T23:30:08.644515] [INFO ] [CONFIGURE ] DRH: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:30:08.644547] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:30:08.782542] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:08.936337] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:09.094764] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:09.249374] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:09.389539] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:09.530341] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:09.672872] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:09.817303] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:09.961021] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:10.105735] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:10.105951] [INFO ] [CONFIGURE ] DRH: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:30:10.106018] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.4s/test | Remaining: 937 tests
[2025-10-14T23:30:10.106057] [INFO ] [CONFIGURE ] DRH: Testing feature 8/29: add_macd
[2025-10-14T23:30:10.106093] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:30:10.285765] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:10.466438] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:10.641214] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:30:10.828802] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:11.017031] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:11.205552] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:11.392477] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:11.578729] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:11.760551] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:11.938400] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:11.938568] [INFO ] [CONFIGURE ] DRH: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:30:11.938615] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.4s/test | Remaining: 936 tests
[2025-10-14T23:30:11.938675] [INFO ] [CONFIGURE ] DRH: Testing feature 9/29: add_mfi
[2025-10-14T23:30:11.938729] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi']
[2025-10-14T23:30:12.103956] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:12.269454] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:12.432343] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:12.590978] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:12.749372] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:12.909521] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:13.071148] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:13.228586] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:13.390450] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:13.557345] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:13.557511] [INFO ] [CONFIGURE ] DRH: KEPT add_mfi (score: 80.00%)
[2025-10-14T23:30:13.557557] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.4s/test | Remaining: 935 tests
[2025-10-14T23:30:13.557627] [INFO ] [CONFIGURE ] DRH: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:30:13.557709] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:30:13.750292] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:13.942567] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:14.125794] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:14.308924] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:14.493667] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:14.677093] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:14.861191] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:15.046032] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:15.233186] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:15.429894] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:15.430064] [INFO ] [CONFIGURE ] DRH: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:30:15.430113] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.4s/test | Remaining: 934 tests
[2025-10-14T23:30:15.430149] [INFO ] [CONFIGURE ] DRH: Testing feature 11/29: add_obv_daily
[2025-10-14T23:30:15.430183] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_obv_daily']
[2025-10-14T23:30:15.597530] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:15.763375] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:15.929073] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:16.095410] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:16.260364] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:16.426248] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:16.598085] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:16.765891] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:16.932801] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:17.109199] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:17.109366] [INFO ] [CONFIGURE ] DRH: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:30:17.109413] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.4s/test | Remaining: 933 tests
[2025-10-14T23:30:17.109449] [INFO ] [CONFIGURE ] DRH: Testing feature 12/29: add_obv_interval
[2025-10-14T23:30:17.109482] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_obv_interval']
[2025-10-14T23:30:17.276930] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:17.439879] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:17.615064] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:17.780278] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:17.946383] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:18.114877] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:18.284391] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:18.457526] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:18.631084] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:18.794037] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:18.794200] [INFO ] [CONFIGURE ] DRH: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:30:18.794244] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.4s/test | Remaining: 932 tests
[2025-10-14T23:30:18.794280] [INFO ] [CONFIGURE ] DRH: Testing feature 13/29: add_opening_strength
[2025-10-14T23:30:18.794313] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:30:18.963600] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:19.132730] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:19.310445] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:19.484110] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:19.663607] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:19.836280] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:20.006890] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:20.188879] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:30:20.390000] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:20.592788] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:20.593010] [INFO ] [CONFIGURE ] DRH: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:30:20.593096] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.4s/test | Remaining: 931 tests
[2025-10-14T23:30:20.593192] [INFO ] [CONFIGURE ] DRH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:30:20.593238] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:30:20.793473] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:20.965937] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:21.139478] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:21.318490] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:21.495970] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:21.676764] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:21.881915] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:22.066361] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:22.249430] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:22.442099] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:22.442276] [INFO ] [CONFIGURE ] DRH: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:30:22.442325] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 930 tests
[2025-10-14T23:30:22.442361] [INFO ] [CONFIGURE ] DRH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:30:22.442394] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:30:22.614356] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:22.784355] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:22.949660] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:23.113099] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:23.280528] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:23.446616] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:23.615995] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:23.787552] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:23.957529] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:24.125251] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:24.125448] [INFO ] [CONFIGURE ] DRH: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:30:24.125493] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 929 tests
[2025-10-14T23:30:24.125528] [INFO ] [CONFIGURE ] DRH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:30:24.125561] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:30:24.295718] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:24.473284] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:24.646022] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:24.814615] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:24.981970] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:25.148636] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:25.311439] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:25.476113] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:25.659359] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:25.838059] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:25.838253] [INFO ] [CONFIGURE ] DRH: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:30:25.838298] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 928 tests
[2025-10-14T23:30:25.838333] [INFO ] [CONFIGURE ] DRH: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:30:25.838366] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:30:26.014128] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:26.197186] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:30:26.380580] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:26.557767] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:26.750384] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:26.938320] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:27.133937] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:27.313482] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:27.503923] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:27.694717] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:27.694946] [INFO ] [CONFIGURE ] DRH: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:30:27.695012] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 927 tests
[2025-10-14T23:30:27.695053] [INFO ] [CONFIGURE ] DRH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:30:27.695087] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:30:27.863481] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:28.048560] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:28.224849] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:28.387970] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:28.553057] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:28.724576] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:28.900955] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:29.070546] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:29.242756] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:29.413784] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:29.413954] [INFO ] [CONFIGURE ] DRH: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:30:29.414000] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 926 tests
[2025-10-14T23:30:29.414036] [INFO ] [CONFIGURE ] DRH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:30:29.414090] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:30:29.576470] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:29.738963] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:29.907774] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:30.071992] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:30.238495] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:30.403142] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:30.575587] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:30.767838] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:30.945141] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:31.135373] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:31.135559] [INFO ] [CONFIGURE ] DRH: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:30:31.135615] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 925 tests
[2025-10-14T23:30:31.135682] [INFO ] [CONFIGURE ] DRH: Testing feature 20/29: add_price_rejection
[2025-10-14T23:30:31.135734] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_price_rejection']
[2025-10-14T23:30:31.315807] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:31.503903] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:31.702085] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:31.880794] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:32.061278] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:32.246193] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:32.441018] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:32.628570] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:32.811718] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:32.993419] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:32.993621] [INFO ] [CONFIGURE ] DRH: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:30:32.993701] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 924 tests
[2025-10-14T23:30:32.993752] [INFO ] [CONFIGURE ] DRH: Testing feature 21/29: add_range_position
[2025-10-14T23:30:32.993787] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_range_position']
[2025-10-14T23:30:33.183170] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:33.372804] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:33.561279] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:33.744972] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:33.930457] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:34.120507] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:34.312888] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:34.499314] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:34.685952] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:34.871711] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:34.871895] [INFO ] [CONFIGURE ] DRH: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:30:34.871942] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 923 tests
[2025-10-14T23:30:34.871978] [INFO ] [CONFIGURE ] DRH: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:30:34.872011] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_realized_volatility']
[2025-10-14T23:30:35.078954] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:35.288587] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:35.491195] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:35.689809] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:35.885376] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:36.081470] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:36.301892] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:36.506851] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:36.713342] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:36.917660] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:36.917854] [INFO ] [CONFIGURE ] DRH: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:30:36.917902] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 922 tests
[2025-10-14T23:30:36.917939] [INFO ] [CONFIGURE ] DRH: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:30:36.917973] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_recent_range_context']
[2025-10-14T23:30:37.094133] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:37.270677] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:37.443345] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:37.619001] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:37.800507] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:37.984012] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:38.168245] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:38.347004] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:38.523090] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:38.703091] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:38.703290] [INFO ] [CONFIGURE ] DRH: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:30:38.703338] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 921 tests
[2025-10-14T23:30:38.703375] [INFO ] [CONFIGURE ] DRH: Testing feature 24/29: add_rsi
[2025-10-14T23:30:38.703409] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_rsi']
[2025-10-14T23:30:38.879131] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:30:39.050632] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:39.225835] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:39.397976] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:39.570418] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:39.765490] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:39.948789] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:40.123624] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:40.305052] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:40.484834] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:40.484996] [INFO ] [CONFIGURE ] DRH: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:30:40.485040] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 920 tests
[2025-10-14T23:30:40.485075] [INFO ] [CONFIGURE ] DRH: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:30:40.485106] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_tick_distribution']
[2025-10-14T23:30:40.648985] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:40.811208] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:40.977055] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:41.143006] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:41.310258] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:41.479850] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:41.649615] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:41.823244] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:41.988182] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:42.153018] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:42.153167] [INFO ] [CONFIGURE ] DRH: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:30:42.153212] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 919 tests
[2025-10-14T23:30:42.153246] [INFO ] [CONFIGURE ] DRH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:30:42.153279] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:30:42.315316] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:42.479713] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:30:42.642032] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:42.808416] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:42.991401] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:43.158812] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:43.327072] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:43.498350] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:43.669343] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:43.838424] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:43.838578] [INFO ] [CONFIGURE ] DRH: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:30:43.838623] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 918 tests
[2025-10-14T23:30:43.838693] [INFO ] [CONFIGURE ] DRH: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:30:43.838742] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:30:44.010079] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:44.182403] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:30:44.356506] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:44.544528] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:30:44.724801] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:44.940968] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:45.202271] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:45.461924] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:45.678985] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:45.880021] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:45.880247] [INFO ] [CONFIGURE ] DRH: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:30:45.880311] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 917 tests
[2025-10-14T23:30:45.880352] [INFO ] [CONFIGURE ] DRH: Testing feature 28/29: add_volume_profile
[2025-10-14T23:30:45.880385] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_volume_profile']
[2025-10-14T23:30:46.063335] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:46.246253] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:46.422149] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:30:46.591207] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:46.761201] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:46.941542] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:30:47.136745] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:47.308417] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:47.483072] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:47.677025] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:47.677218] [INFO ] [CONFIGURE ] DRH: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:30:47.677286] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 916 tests
[2025-10-14T23:30:47.677367] [INFO ] [CONFIGURE ] DRH: Testing feature 29/29: add_vwap
[2025-10-14T23:30:47.677443] [INFO ] [CONFIGURE ] DRH: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi', 'add_vwap']
[2025-10-14T23:30:47.866428] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:30:48.053911] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:30:48.247866] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:30:48.425623] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:30:48.589237] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:30:48.753008] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:30:48.917956] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:49.083706] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:49.249264] [DEBUG] [FORECASTER] DRH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:30:49.414186] [DEBUG] [FORECASTER] DRH: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:49.414369] [INFO ] [CONFIGURE ] DRH: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:30:49.414415] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 915 tests
[2025-10-14T23:30:49.414452] [INFO ] [CONFIGURE ] DRH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:30:49.414482] [INFO ] [CONFIGURE ] DRH: Best accuracy: 80.00%
[2025-10-14T23:30:49.414514] [INFO ] [CONFIGURE ] DRH: Best feature set (3 features): ['add_cumulative_delta', 'add_ema', 'add_mfi']
[2025-10-14T23:30:49.414544] [INFO ] [CONFIGURE ] DRH: Improvement over baseline: 40.00%
[2025-10-14T23:30:49.414571] [INFO ] [CONFIGURE ] DRH: Total time: 49.2 seconds
[2025-10-14T23:30:49.414599] [INFO ] [CONFIGURE ] DRH: Average time per feature: 1.7 seconds
[2025-10-14T23:30:49.414627] [INFO ] [CONFIGURE ] DRH: Average speed: 0.59 features/sec
[2025-10-14T23:30:49.415178] [INFO ] [LOCAL     ] Saved configuration for DRH: 3 features, 80.00% accuracy -> ./output/feature-sets/DRH.json
[2025-10-14T23:30:49.415245] [INFO ] [CONFIGURE ] DRH: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:30:49.415325] [INFO ] [sig       ] [65/96] Successfully configured DRH | 0.02 sym/s | Total: 46.4m | ETA: 22.2m
[2025-10-14T23:30:49.415392] [INFO ] [sig       ] [66/96] Configuring DRLL...
[2025-10-14T23:30:49.415430] [INFO ] [CONFIGURE ] DRLL: Configurate test run.
[2025-10-14T23:30:49.415462] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRLL' from 'https://tdm.silogroup.org/data/derivative_storage/DRLL.csv'.
[2025-10-14T23:30:49.427147] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DRLL'.
[2025-10-14T23:30:49.427480] [INFO ] [CONFIGURE ] DRLL: Testing with 29 available features
[2025-10-14T23:30:49.427536] [INFO ] [CONFIGURE ] DRLL: Establishing baseline with no features...
[2025-10-14T23:30:49.526009] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:30:49.624032] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:49.721963] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:49.820837] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:49.919474] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:50.019171] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:50.119028] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:50.223462] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:50.334310] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:50.440502] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:50.440699] [INFO ] [CONFIGURE ] DRLL: Baseline score (no features): 70.00%
[2025-10-14T23:30:50.440776] [INFO ] [CONFIGURE ] DRLL: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:30:50.440813] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:30:50.556129] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:50.671744] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:50.787918] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:50.907500] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:51.022691] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:51.146086] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:51.262502] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:51.379906] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:51.497257] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:51.616312] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:51.616481] [INFO ] [CONFIGURE ] DRLL: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-14T23:30:51.616551] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 914 tests
[2025-10-14T23:30:51.616612] [INFO ] [CONFIGURE ] DRLL: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:30:51.616676] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:30:51.749445] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:51.880980] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:52.013363] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:52.171478] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:52.308175] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:52.445999] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:52.588234] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:52.725414] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:30:52.864162] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:53.003426] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:53.003585] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:30:53.003631] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 913 tests
[2025-10-14T23:30:53.003704] [INFO ] [CONFIGURE ] DRLL: Testing feature 3/29: add_daily_returns
[2025-10-14T23:30:53.003748] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:30:53.125992] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:53.248530] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:53.371929] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:53.497609] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:53.626352] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:53.746113] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:53.867279] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:53.994116] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:54.120604] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:54.242232] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:54.242374] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-14T23:30:54.242419] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 912 tests
[2025-10-14T23:30:54.242455] [INFO ] [CONFIGURE ] DRLL: Testing feature 4/29: add_ema
[2025-10-14T23:30:54.242488] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:30:54.376409] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:54.511826] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:54.649863] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:54.787968] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:54.930572] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:55.075823] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:55.234260] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:55.368719] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:30:55.503557] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:55.642392] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:55.642597] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:30:55.642669] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 911 tests
[2025-10-14T23:30:55.642731] [INFO ] [CONFIGURE ] DRLL: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:30:55.642769] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:30:55.783336] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:30:55.924607] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:56.068797] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:56.213136] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:56.354164] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:56.495449] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:56.637438] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:56.781659] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:30:56.924132] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:57.069218] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:57.069391] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:30:57.069466] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 910 tests
[2025-10-14T23:30:57.069525] [INFO ] [CONFIGURE ] DRLL: Testing feature 6/29: add_failed_moves
[2025-10-14T23:30:57.069563] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:30:57.192875] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:57.317162] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:57.443341] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:57.570919] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:57.693630] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:57.817207] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:57.941271] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:58.067719] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:58.187196] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:58.307740] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:58.307883] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:30:58.307928] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 909 tests
[2025-10-14T23:30:58.307961] [INFO ] [CONFIGURE ] DRLL: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:30:58.308027] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:30:58.417063] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:30:58.530001] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:58.649057] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:30:58.767595] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:30:58.887536] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:30:59.002979] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:30:59.118187] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:30:59.234918] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:30:59.353376] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:30:59.468599] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:30:59.468763] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:30:59.468815] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 908 tests
[2025-10-14T23:30:59.468851] [INFO ] [CONFIGURE ] DRLL: Testing feature 8/29: add_macd
[2025-10-14T23:30:59.468883] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:30:59.619268] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:30:59.774172] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:30:59.925061] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:00.082081] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:00.237136] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:00.393794] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:31:00.550551] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:00.702559] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:00.875893] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:01.035803] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:01.035971] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:31:01.036018] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 907 tests
[2025-10-14T23:31:01.036052] [INFO ] [CONFIGURE ] DRLL: Testing feature 9/29: add_mfi
[2025-10-14T23:31:01.036084] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:31:01.170832] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:01.315915] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:01.469266] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:01.618819] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:01.763862] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:01.901871] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:02.035763] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:02.186200] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:02.322285] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:02.453900] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:02.454073] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:31:02.454121] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 906 tests
[2025-10-14T23:31:02.454157] [INFO ] [CONFIGURE ] DRLL: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:31:02.454190] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:31:02.601756] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:02.747028] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:02.895296] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:03.050202] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:03.199825] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:03.361462] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:03.512772] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:03.666380] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:03.818075] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:03.970850] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:03.971099] [INFO ] [CONFIGURE ] DRLL: KEPT add_momentum_acceleration (score: 90.00%)
[2025-10-14T23:31:03.971151] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 905 tests
[2025-10-14T23:31:03.971196] [INFO ] [CONFIGURE ] DRLL: Testing feature 11/29: add_obv_daily
[2025-10-14T23:31:03.971238] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:31:04.131374] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:04.296978] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:31:04.462095] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:04.626718] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:04.798848] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:04.959240] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:05.119336] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:05.279167] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:05.439014] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:05.600613] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:05.600868] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_obv_daily (score: 90.00%)
[2025-10-14T23:31:05.600919] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 904 tests
[2025-10-14T23:31:05.601010] [INFO ] [CONFIGURE ] DRLL: Testing feature 12/29: add_obv_interval
[2025-10-14T23:31:05.601052] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T23:31:05.771419] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:05.924492] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:31:06.076200] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:06.226711] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:06.380612] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:06.531299] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:06.681037] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:06.833147] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:06.990042] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:07.150545] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:07.150792] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:31:07.150856] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 903 tests
[2025-10-14T23:31:07.150899] [INFO ] [CONFIGURE ] DRLL: Testing feature 13/29: add_opening_strength
[2025-10-14T23:31:07.150938] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:31:07.325010] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:07.492578] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:07.664994] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:07.834592] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:08.000356] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:08.167394] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:08.342188] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:08.533299] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:08.716394] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:08.898584] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:08.898827] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:31:08.898880] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 902 tests
[2025-10-14T23:31:08.898918] [INFO ] [CONFIGURE ] DRLL: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:31:08.898951] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:31:09.075953] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:09.261191] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:09.432897] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:09.608574] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:09.777968] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:09.940444] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:10.105328] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:10.270206] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:10.438543] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:10.603374] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:10.603509] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:31:10.603552] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 901 tests
[2025-10-14T23:31:10.603587] [INFO ] [CONFIGURE ] DRLL: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:31:10.603618] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-14T23:31:10.752795] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:10.903226] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:11.056076] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:11.207301] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:11.362750] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:11.515118] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:11.668435] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:11.823897] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:11.988778] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:12.148524] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:12.148702] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-14T23:31:12.148762] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 900 tests
[2025-10-14T23:31:12.148799] [INFO ] [CONFIGURE ] DRLL: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:31:12.148830] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-14T23:31:12.304486] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:12.460591] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:12.617814] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:12.776935] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:12.933414] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:13.093393] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:13.251693] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:13.441551] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:13.604730] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:13.767666] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:13.767831] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:31:13.767876] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 899 tests
[2025-10-14T23:31:13.767911] [INFO ] [CONFIGURE ] DRLL: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:31:13.767944] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-14T23:31:13.919962] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:14.074830] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:14.232285] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:14.392844] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:14.561238] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:14.724481] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:14.885882] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:15.053793] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:15.209168] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:15.368393] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:15.368564] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:31:15.368609] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 898 tests
[2025-10-14T23:31:15.368664] [INFO ] [CONFIGURE ] DRLL: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:31:15.368724] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-14T23:31:15.539134] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:15.695421] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:15.851388] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:16.006943] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:16.163213] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:16.317881] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:16.479903] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:16.635843] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:16.791869] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:16.949051] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:16.949222] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-14T23:31:16.949267] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 897 tests
[2025-10-14T23:31:16.949302] [INFO ] [CONFIGURE ] DRLL: Testing feature 20/29: add_price_rejection
[2025-10-14T23:31:16.949333] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-14T23:31:17.115234] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:17.278218] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:31:17.441891] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:17.609748] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:17.777464] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:17.942425] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:18.104227] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:18.269779] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:18.435077] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:18.609291] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:18.609514] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:31:18.609575] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 896 tests
[2025-10-14T23:31:18.609623] [INFO ] [CONFIGURE ] DRLL: Testing feature 21/29: add_range_position
[2025-10-14T23:31:18.609707] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-14T23:31:18.788317] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:18.960187] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:19.131626] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:19.312838] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:19.512607] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:19.680676] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:19.855937] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:20.026667] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:20.198488] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:20.368554] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:20.368761] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:31:20.368818] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 895 tests
[2025-10-14T23:31:20.368856] [INFO ] [CONFIGURE ] DRLL: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:31:20.368888] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-14T23:31:20.548771] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:20.731449] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:20.913375] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:21.095825] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:21.281018] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:21.467950] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:21.655191] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:21.846753] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:22.039869] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:22.239238] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:22.239448] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:31:22.239510] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 894 tests
[2025-10-14T23:31:22.239551] [INFO ] [CONFIGURE ] DRLL: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:31:22.239586] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-14T23:31:22.411745] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:22.582944] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:22.747233] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:22.910872] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:23.073856] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:23.236074] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:23.398340] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:23.562366] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:23.727521] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:23.901332] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:23.901545] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:31:23.901612] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 893 tests
[2025-10-14T23:31:23.901704] [INFO ] [CONFIGURE ] DRLL: Testing feature 24/29: add_rsi
[2025-10-14T23:31:23.901770] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-14T23:31:24.085250] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:24.260975] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:24.440291] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:24.620717] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:24.800029] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:24.976951] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:25.157782] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:25.333197] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:25.512894] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:25.688511] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:25.688785] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:31:25.688869] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 892 tests
[2025-10-14T23:31:25.688909] [INFO ] [CONFIGURE ] DRLL: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:31:25.688942] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-14T23:31:25.842913] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:25.995190] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:26.150826] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:26.308500] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:26.471243] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:26.633304] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:26.796177] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:26.961310] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:27.123812] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:27.286739] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:27.286945] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:31:27.286991] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 891 tests
[2025-10-14T23:31:27.287027] [INFO ] [CONFIGURE ] DRLL: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:31:27.287059] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-14T23:31:27.444576] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:27.614054] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:27.782582] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:27.948361] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:28.106152] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:28.266425] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:28.449461] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:28.616382] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:28.784922] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:28.952782] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:28.952981] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:31:28.953076] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 890 tests
[2025-10-14T23:31:28.953120] [INFO ] [CONFIGURE ] DRLL: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:31:28.953154] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-14T23:31:29.123459] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:29.297664] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:29.466027] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:29.634930] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:29.806853] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:29.979558] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:30.154212] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:30.327311] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:30.502011] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:30.675535] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:30.675756] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:31:30.675819] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 889 tests
[2025-10-14T23:31:30.675858] [INFO ] [CONFIGURE ] DRLL: Testing feature 28/29: add_volume_profile
[2025-10-14T23:31:30.675892] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-14T23:31:30.829597] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:30.984773] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:31:31.146937] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:31.314152] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:31:31.474032] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:31.638255] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:31.800397] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:31.968432] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:32.132369] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:32.296433] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:32.296625] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:31:32.296722] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 888 tests
[2025-10-14T23:31:32.296768] [INFO ] [CONFIGURE ] DRLL: Testing feature 29/29: add_vwap
[2025-10-14T23:31:32.296802] [INFO ] [CONFIGURE ] DRLL: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-14T23:31:32.460246] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:32.627384] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:32.797438] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:31:32.969125] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:31:33.134966] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:31:33.324832] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:31:33.490226] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:33.654284] [DEBUG] [FORECASTER] DRLL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:33.813518] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:33.972399] [DEBUG] [FORECASTER] DRLL: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:33.972562] [INFO ] [CONFIGURE ] DRLL: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:31:33.972607] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 887 tests
[2025-10-14T23:31:33.972662] [INFO ] [CONFIGURE ] DRLL: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:31:33.972719] [INFO ] [CONFIGURE ] DRLL: Best accuracy: 90.00%
[2025-10-14T23:31:33.972754] [INFO ] [CONFIGURE ] DRLL: Best feature set (3 features): ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:31:33.972784] [INFO ] [CONFIGURE ] DRLL: Improvement over baseline: 20.00%
[2025-10-14T23:31:33.972810] [INFO ] [CONFIGURE ] DRLL: Total time: 43.5 seconds
[2025-10-14T23:31:33.972838] [INFO ] [CONFIGURE ] DRLL: Average time per feature: 1.6 seconds
[2025-10-14T23:31:33.972865] [INFO ] [CONFIGURE ] DRLL: Average speed: 0.67 features/sec
[2025-10-14T23:31:33.973435] [INFO ] [LOCAL     ] Saved configuration for DRLL: 3 features, 90.00% accuracy -> ./output/feature-sets/DRLL.json
[2025-10-14T23:31:33.973502] [INFO ] [CONFIGURE ] DRLL: Configuration saved successfully: 3 features, 90.00% accuracy.
[2025-10-14T23:31:33.973590] [INFO ] [sig       ] [66/96] Successfully configured DRLL | 0.02 sym/s | Total: 47.2m | ETA: 21.4m
[2025-10-14T23:31:33.973680] [INFO ] [sig       ] [67/96] Configuring DTW...
[2025-10-14T23:31:33.973731] [INFO ] [CONFIGURE ] DTW: Configurate test run.
[2025-10-14T23:31:33.973769] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTW' from 'https://tdm.silogroup.org/data/derivative_storage/DTW.csv'.
[2025-10-14T23:31:33.985256] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTW'.
[2025-10-14T23:31:33.985624] [INFO ] [CONFIGURE ] DTW: Testing with 29 available features
[2025-10-14T23:31:33.985719] [INFO ] [CONFIGURE ] DTW: Establishing baseline with no features...
[2025-10-14T23:31:34.083328] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:34.180582] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:34.278414] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:31:34.377543] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:34.480393] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:31:34.611205] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:34.711265] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:34.811619] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:34.913109] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:35.014667] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:35.014808] [INFO ] [CONFIGURE ] DTW: Baseline score (no features): 20.00%
[2025-10-14T23:31:35.014851] [INFO ] [CONFIGURE ] DTW: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:31:35.014884] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:31:35.130719] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:35.241945] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:31:35.352579] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:35.463703] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:35.575816] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:31:35.689211] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:35.802153] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:35.921833] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:36.036541] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:36.160371] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:36.160573] [INFO ] [CONFIGURE ] DTW: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:31:36.160638] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 886 tests
[2025-10-14T23:31:36.160721] [INFO ] [CONFIGURE ] DTW: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:31:36.160760] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:31:36.310219] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:36.461783] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:36.615563] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:36.774749] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:36.928848] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:37.076414] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:37.215408] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:37.371036] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:37.523531] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:37.697518] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:37.697709] [INFO ] [CONFIGURE ] DTW: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-14T23:31:37.697767] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 885 tests
[2025-10-14T23:31:37.697805] [INFO ] [CONFIGURE ] DTW: Testing feature 3/29: add_daily_returns
[2025-10-14T23:31:37.697838] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:31:37.845086] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:37.988978] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:38.132744] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:38.277694] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:38.424356] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:38.571547] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:38.719792] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:38.873840] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:39.021611] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:39.168508] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:39.168691] [INFO ] [CONFIGURE ] DTW: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:31:39.168753] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 884 tests
[2025-10-14T23:31:39.168790] [INFO ] [CONFIGURE ] DTW: Testing feature 4/29: add_ema
[2025-10-14T23:31:39.168824] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:31:39.321980] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:39.479625] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:39.636457] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:39.795819] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:39.955094] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:40.119482] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:40.279714] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:40.447021] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:40.607954] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:40.776053] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:40.776247] [INFO ] [CONFIGURE ] DTW: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:31:40.776317] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 883 tests
[2025-10-14T23:31:40.776382] [INFO ] [CONFIGURE ] DTW: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:31:40.776417] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:31:40.940711] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:41.100770] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:41.262709] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:41.422604] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:41.585939] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:41.748334] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:41.915088] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:42.082013] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:42.250636] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:42.419810] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:42.419991] [INFO ] [CONFIGURE ] DTW: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:31:42.420035] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 882 tests
[2025-10-14T23:31:42.420070] [INFO ] [CONFIGURE ] DTW: Testing feature 6/29: add_failed_moves
[2025-10-14T23:31:42.420102] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:31:42.568136] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:42.718773] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:42.864242] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:43.009761] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:43.156754] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:43.306359] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:43.455618] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:43.607165] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:43.770097] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:43.918635] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:43.918831] [INFO ] [CONFIGURE ] DTW: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:31:43.918878] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 881 tests
[2025-10-14T23:31:43.918913] [INFO ] [CONFIGURE ] DTW: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:31:43.918944] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:31:44.056456] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:44.194692] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:44.334243] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:44.478595] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:44.630052] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:44.772660] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:44.916492] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:45.065328] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:45.212770] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:45.356369] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:45.356536] [INFO ] [CONFIGURE ] DTW: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:31:45.356581] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 880 tests
[2025-10-14T23:31:45.356615] [INFO ] [CONFIGURE ] DTW: Testing feature 8/29: add_macd
[2025-10-14T23:31:45.356673] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:31:45.537267] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:45.712866] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:45.890820] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:46.070529] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:46.250576] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:46.431715] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:46.607837] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:46.814990] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:46.994289] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:47.171157] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:31:47.171326] [INFO ] [CONFIGURE ] DTW: KEPT add_macd (score: 70.00%)
[2025-10-14T23:31:47.171371] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 879 tests
[2025-10-14T23:31:47.171407] [INFO ] [CONFIGURE ] DTW: Testing feature 9/29: add_mfi
[2025-10-14T23:31:47.171439] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_mfi']
[2025-10-14T23:31:47.354563] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:47.542156] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:47.738973] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:47.933048] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:48.118335] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:48.305623] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:48.490528] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:48.676407] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:48.861970] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:49.047605] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:31:49.047802] [INFO ] [CONFIGURE ] DTW: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:31:49.047852] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 878 tests
[2025-10-14T23:31:49.047889] [INFO ] [CONFIGURE ] DTW: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:31:49.047921] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:31:49.256161] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:49.466315] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:49.680223] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:49.893329] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:50.107763] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:50.320910] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:50.534228] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:50.741885] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:50.950852] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:51.157081] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:51.157238] [INFO ] [CONFIGURE ] DTW: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:31:51.157281] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 877 tests
[2025-10-14T23:31:51.157316] [INFO ] [CONFIGURE ] DTW: Testing feature 11/29: add_obv_daily
[2025-10-14T23:31:51.157352] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-14T23:31:51.338489] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:51.515437] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:51.693994] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:51.876942] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:52.055999] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:31:52.239740] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:52.419707] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:31:52.609240] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:31:52.791517] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:31:52.975794] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:52.975997] [INFO ] [CONFIGURE ] DTW: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:31:52.976047] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 876 tests
[2025-10-14T23:31:52.976083] [INFO ] [CONFIGURE ] DTW: Testing feature 12/29: add_obv_interval
[2025-10-14T23:31:52.976116] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-14T23:31:53.143256] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:53.309216] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:53.480863] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:53.656542] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:53.856603] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:54.080194] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:54.317674] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:54.556969] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:54.774141] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:54.962190] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:54.962379] [INFO ] [CONFIGURE ] DTW: KEPT add_obv_interval (score: 80.00%)
[2025-10-14T23:31:54.962425] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 875 tests
[2025-10-14T23:31:54.962461] [INFO ] [CONFIGURE ] DTW: Testing feature 13/29: add_opening_strength
[2025-10-14T23:31:54.962496] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:31:55.164911] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:31:55.351109] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:55.534843] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:55.721062] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:31:55.919222] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:56.117556] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:56.308428] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:56.501824] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:56.693371] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:56.883432] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:56.883590] [INFO ] [CONFIGURE ] DTW: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:31:56.883634] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 874 tests
[2025-10-14T23:31:56.883708] [INFO ] [CONFIGURE ] DTW: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:31:56.883749] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:31:57.070780] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:57.263137] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:57.457058] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:57.650731] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:57.847188] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:31:58.049590] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:31:58.252003] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:31:58.456329] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:31:58.659001] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:31:58.865398] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:31:58.865623] [INFO ] [CONFIGURE ] DTW: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:31:58.865711] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 873 tests
[2025-10-14T23:31:58.865760] [INFO ] [CONFIGURE ] DTW: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:31:58.865795] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:31:59.049432] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:31:59.237060] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:31:59.420442] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:31:59.602371] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:31:59.798403] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:00.004960] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:00.194662] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:00.389446] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:00.605409] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:00.807319] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:00.807494] [INFO ] [CONFIGURE ] DTW: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:32:00.807539] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 872 tests
[2025-10-14T23:32:00.807579] [INFO ] [CONFIGURE ] DTW: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:32:00.807616] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T23:32:00.996275] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:01.196883] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:01.392478] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:01.601140] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:01.836020] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:02.079481] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:02.288438] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:02.501383] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:32:02.695410] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:02.890095] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:02.890280] [INFO ] [CONFIGURE ] DTW: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:32:02.890324] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 871 tests
[2025-10-14T23:32:02.890359] [INFO ] [CONFIGURE ] DTW: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:32:02.890392] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T23:32:03.088489] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:03.292454] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:03.487519] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:03.682567] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:03.886688] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:04.097937] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:04.301819] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:04.503874] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:04.701844] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:04.903255] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:04.903417] [INFO ] [CONFIGURE ] DTW: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:32:04.903463] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 870 tests
[2025-10-14T23:32:04.903498] [INFO ] [CONFIGURE ] DTW: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:32:04.903531] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T23:32:05.084021] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:05.265869] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:05.465862] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:05.673928] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:05.893511] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:06.113507] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:06.333093] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:06.530089] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:06.722311] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:06.917447] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:06.917632] [INFO ] [CONFIGURE ] DTW: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:32:06.917720] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 869 tests
[2025-10-14T23:32:06.917764] [INFO ] [CONFIGURE ] DTW: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:32:06.917798] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T23:32:07.102011] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:07.287148] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:07.479707] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:07.666600] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:07.852118] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:08.048023] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:08.238954] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:08.431151] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:08.620499] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:08.814960] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:08.815139] [INFO ] [CONFIGURE ] DTW: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:32:08.815199] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 868 tests
[2025-10-14T23:32:08.815237] [INFO ] [CONFIGURE ] DTW: Testing feature 20/29: add_price_rejection
[2025-10-14T23:32:08.815270] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_price_rejection']
[2025-10-14T23:32:09.012094] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:09.208315] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:09.405113] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:09.598739] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:09.792952] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:09.986477] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:10.188807] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:10.389018] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:10.591454] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:10.807838] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:10.808016] [INFO ] [CONFIGURE ] DTW: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:32:10.808081] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 867 tests
[2025-10-14T23:32:10.808118] [INFO ] [CONFIGURE ] DTW: Testing feature 21/29: add_range_position
[2025-10-14T23:32:10.808152] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_range_position']
[2025-10-14T23:32:11.044366] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:11.258975] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:11.462766] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:11.669815] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:11.875221] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:12.081458] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:12.299546] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:12.536055] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:12.771102] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:13.002422] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:13.002620] [INFO ] [CONFIGURE ] DTW: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:32:13.002707] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 866 tests
[2025-10-14T23:32:13.002756] [INFO ] [CONFIGURE ] DTW: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:32:13.002802] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_realized_volatility']
[2025-10-14T23:32:13.219509] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:13.437019] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:13.681978] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:13.921933] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:14.175503] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:14.405636] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:14.623660] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:14.844195] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:15.069445] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:15.293913] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:15.294089] [INFO ] [CONFIGURE ] DTW: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:32:15.294136] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 865 tests
[2025-10-14T23:32:15.294173] [INFO ] [CONFIGURE ] DTW: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:32:15.294207] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_recent_range_context']
[2025-10-14T23:32:15.490202] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:15.685388] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:15.882795] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:16.076011] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:16.269422] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:16.469583] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:16.663636] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:16.858878] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:17.056533] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:17.264866] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:17.265058] [INFO ] [CONFIGURE ] DTW: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:32:17.265124] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 864 tests
[2025-10-14T23:32:17.265165] [INFO ] [CONFIGURE ] DTW: Testing feature 24/29: add_rsi
[2025-10-14T23:32:17.265202] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T23:32:17.475293] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:17.683287] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:17.900575] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:18.123052] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:18.335551] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:18.555371] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:18.780609] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:19.001379] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:32:19.222454] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:19.443569] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:19.443765] [INFO ] [CONFIGURE ] DTW: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:32:19.443840] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 863 tests
[2025-10-14T23:32:19.443901] [INFO ] [CONFIGURE ] DTW: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:32:19.443938] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_tick_distribution']
[2025-10-14T23:32:19.636486] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:19.843822] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:20.039840] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:20.250116] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:20.450989] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:20.664732] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:20.862784] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:21.064883] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:21.262203] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:21.460590] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:21.460813] [INFO ] [CONFIGURE ] DTW: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:32:21.460865] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 862 tests
[2025-10-14T23:32:21.460902] [INFO ] [CONFIGURE ] DTW: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:32:21.460935] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T23:32:21.652750] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:21.844239] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:22.032980] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:22.222892] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:22.406548] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:22.591334] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:22.777392] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:22.964800] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:23.191272] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:23.388783] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:23.388963] [INFO ] [CONFIGURE ] DTW: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:32:23.389027] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 861 tests
[2025-10-14T23:32:23.389067] [INFO ] [CONFIGURE ] DTW: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:32:23.389103] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T23:32:23.591367] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:23.793099] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:24.026404] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:24.224924] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:32:24.424529] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:24.626806] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:24.830848] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:25.045336] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:25.248858] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:25.451412] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:25.451585] [INFO ] [CONFIGURE ] DTW: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:32:25.451629] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 860 tests
[2025-10-14T23:32:25.451701] [INFO ] [CONFIGURE ] DTW: Testing feature 28/29: add_volume_profile
[2025-10-14T23:32:25.451745] [INFO ] [CONFIGURE ] DTW: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval', 'add_volume_profile']
[2025-10-14T23:32:25.645101] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:25.840348] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:32:26.041281] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:32:26.241072] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:26.435028] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:32:26.645785] [DEBUG] [FORECASTER] DTW: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:26.838701] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.027459] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.220982] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.412722] [DEBUG] [FORECASTER] DTW: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:32:27.412977] [INFO ] [CONFIGURE ] DTW: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:32:27.413036] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 859 tests
[2025-10-14T23:32:27.413077] [INFO ] [CONFIGURE ] DTW: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:32:27.413175] [INFO ] [CONFIGURE ] DTW: Best accuracy: 80.00%
[2025-10-14T23:32:27.413227] [INFO ] [CONFIGURE ] DTW: Best feature set (5 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-14T23:32:27.413322] [INFO ] [CONFIGURE ] DTW: Improvement over baseline: 60.00%
[2025-10-14T23:32:27.413371] [INFO ] [CONFIGURE ] DTW: Total time: 52.4 seconds
[2025-10-14T23:32:27.413402] [INFO ] [CONFIGURE ] DTW: Average time per feature: 1.9 seconds
[2025-10-14T23:32:27.413431] [INFO ] [CONFIGURE ] DTW: Average speed: 0.55 features/sec
[2025-10-14T23:32:27.414081] [INFO ] [LOCAL     ] Saved configuration for DTW: 5 features, 80.00% accuracy -> ./output/feature-sets/DTW.json
[2025-10-14T23:32:27.414148] [INFO ] [CONFIGURE ] DTW: Configuration saved successfully: 5 features, 80.00% accuracy.
[2025-10-14T23:32:27.414236] [INFO ] [sig       ] [67/96] Successfully configured DTW | 0.02 sym/s | Total: 48.1m | ETA: 20.8m
[2025-10-14T23:32:27.414307] [INFO ] [sig       ] [68/96] Configuring DVA...
[2025-10-14T23:32:27.414346] [INFO ] [CONFIGURE ] DVA: Configurate test run.
[2025-10-14T23:32:27.414377] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DVA' from 'https://tdm.silogroup.org/data/derivative_storage/DVA.csv'.
[2025-10-14T23:32:27.426420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DVA'.
[2025-10-14T23:32:27.426763] [INFO ] [CONFIGURE ] DVA: Testing with 29 available features
[2025-10-14T23:32:27.426819] [INFO ] [CONFIGURE ] DVA: Establishing baseline with no features...
[2025-10-14T23:32:27.530240] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:27.633738] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.739197] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.844828] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:27.951188] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:28.062298] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:28.171187] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:28.284926] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:32:28.397630] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:32:28.502107] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:28.502250] [INFO ] [CONFIGURE ] DVA: Baseline score (no features): 60.00%
[2025-10-14T23:32:28.502294] [INFO ] [CONFIGURE ] DVA: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:32:28.502328] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:32:28.614261] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:28.733257] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:28.861623] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:28.993518] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:29.124759] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:29.257958] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:29.391668] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:29.524526] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:29.657004] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:29.801277] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:29.801441] [INFO ] [CONFIGURE ] DVA: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-14T23:32:29.801489] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 858 tests
[2025-10-14T23:32:29.801547] [INFO ] [CONFIGURE ] DVA: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:32:29.801584] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:32:29.936126] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:30.071059] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:30.208105] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:30.348668] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:30.493554] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:30.640873] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:30.780257] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:30.920597] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:31.056065] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:32:31.201462] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:31.201628] [INFO ] [CONFIGURE ] DVA: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:32:31.201710] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 857 tests
[2025-10-14T23:32:31.201759] [INFO ] [CONFIGURE ] DVA: Testing feature 3/29: add_daily_returns
[2025-10-14T23:32:31.201795] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:32:31.325113] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:31.448917] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:31.573922] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:31.700835] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:31.826212] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:31.948292] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:32.073797] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:32.227858] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:32.356670] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:32.484251] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:32.484469] [INFO ] [CONFIGURE ] DVA: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:32:32.484521] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 856 tests
[2025-10-14T23:32:32.484560] [INFO ] [CONFIGURE ] DVA: Testing feature 4/29: add_ema
[2025-10-14T23:32:32.484671] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:32:32.625585] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:32.764034] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:32.898310] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:33.032164] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:33.173939] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:33.311964] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:33.456795] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:33.601831] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:33.752151] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:33.899815] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:32:33.899986] [INFO ] [CONFIGURE ] DVA: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:32:33.900033] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 855 tests
[2025-10-14T23:32:33.900068] [INFO ] [CONFIGURE ] DVA: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:32:33.900100] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:32:34.050196] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:34.194803] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:34.340783] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:34.484595] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:34.628502] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:34.774079] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:34.920227] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:35.068670] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:35.220817] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:35.374863] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:35.375077] [INFO ] [CONFIGURE ] DVA: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:32:35.375126] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 854 tests
[2025-10-14T23:32:35.375164] [INFO ] [CONFIGURE ] DVA: Testing feature 6/29: add_failed_moves
[2025-10-14T23:32:35.375197] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:32:35.540598] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:35.710612] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:35.860121] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:36.010984] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:36.161748] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:36.310224] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:36.459585] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:36.609011] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:36.760092] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:36.915779] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:36.915959] [INFO ] [CONFIGURE ] DVA: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:32:36.916012] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 853 tests
[2025-10-14T23:32:36.916047] [INFO ] [CONFIGURE ] DVA: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:32:36.916079] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:32:37.059061] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:37.197879] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:37.337602] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:37.480255] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:37.623729] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:37.769276] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:37.911752] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:38.056601] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:38.209760] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:38.357463] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:38.357627] [INFO ] [CONFIGURE ] DVA: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:32:38.357709] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 852 tests
[2025-10-14T23:32:38.357754] [INFO ] [CONFIGURE ] DVA: Testing feature 8/29: add_macd
[2025-10-14T23:32:38.357789] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:32:38.530907] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:38.714204] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:38.898144] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:32:39.079339] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:32:39.266364] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:39.439840] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:39.623516] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:39.834997] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.010082] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.202815] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.203098] [INFO ] [CONFIGURE ] DVA: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:32:40.203151] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 851 tests
[2025-10-14T23:32:40.203189] [INFO ] [CONFIGURE ] DVA: Testing feature 9/29: add_mfi
[2025-10-14T23:32:40.203224] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:32:40.359341] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:40.513104] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.667619] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.822903] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:40.980439] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:41.157326] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:41.315247] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:41.473384] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:41.664996] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:41.821447] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:41.821629] [INFO ] [CONFIGURE ] DVA: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:32:41.821709] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 850 tests
[2025-10-14T23:32:41.821755] [INFO ] [CONFIGURE ] DVA: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:32:41.821788] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:32:41.987982] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:42.153863] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:42.321376] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:42.488073] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:42.655372] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:42.825204] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:42.997191] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:43.173097] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:43.346406] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:43.521436] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:43.521600] [INFO ] [CONFIGURE ] DVA: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:32:43.521665] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 849 tests
[2025-10-14T23:32:43.521724] [INFO ] [CONFIGURE ] DVA: Testing feature 11/29: add_obv_daily
[2025-10-14T23:32:43.521760] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:32:43.667017] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:43.815560] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:43.962670] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:44.110413] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:44.266179] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:44.422271] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:44.578208] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:44.742065] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:44.894190] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:45.045449] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:45.045701] [INFO ] [CONFIGURE ] DVA: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-14T23:32:45.045762] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 848 tests
[2025-10-14T23:32:45.045799] [INFO ] [CONFIGURE ] DVA: Testing feature 12/29: add_obv_interval
[2025-10-14T23:32:45.045830] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:32:45.193448] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:45.343695] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:45.492176] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:45.641350] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:45.789660] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:45.937750] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:46.088829] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:32:46.238429] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:46.388763] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:46.540207] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:32:46.540369] [INFO ] [CONFIGURE ] DVA: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:32:46.540415] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 847 tests
[2025-10-14T23:32:46.540449] [INFO ] [CONFIGURE ] DVA: Testing feature 13/29: add_opening_strength
[2025-10-14T23:32:46.540481] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:32:46.698465] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:46.888876] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:47.077229] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:47.270959] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:47.483526] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:47.702800] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:47.880536] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:48.046022] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:48.208119] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:48.366463] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:48.366619] [INFO ] [CONFIGURE ] DVA: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:32:48.366714] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 846 tests
[2025-10-14T23:32:48.366772] [INFO ] [CONFIGURE ] DVA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:32:48.366813] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:32:48.525924] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:48.691001] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:48.854548] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:49.018353] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:49.185398] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:49.354814] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:49.522781] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:49.692903] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:49.860097] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:50.033534] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:32:50.033780] [INFO ] [CONFIGURE ] DVA: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:32:50.033835] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 845 tests
[2025-10-14T23:32:50.033872] [INFO ] [CONFIGURE ] DVA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:32:50.033904] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:32:50.185195] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:50.333002] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:50.483892] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:50.628047] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:50.794769] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:50.933890] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:51.075132] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:51.216566] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:51.357183] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:51.500626] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:51.500801] [INFO ] [CONFIGURE ] DVA: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:32:51.500852] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 844 tests
[2025-10-14T23:32:51.500886] [INFO ] [CONFIGURE ] DVA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:32:51.500918] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:32:51.652473] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:51.799308] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:51.946224] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:52.098936] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:52.247441] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:52.396006] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:52.550271] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:52.701202] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:52.851957] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:53.008917] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:53.009074] [INFO ] [CONFIGURE ] DVA: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:32:53.009137] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 843 tests
[2025-10-14T23:32:53.009174] [INFO ] [CONFIGURE ] DVA: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:32:53.009207] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:32:53.163466] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:53.314530] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:53.473386] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:53.630459] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:53.817573] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:53.990942] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:54.160236] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:54.327389] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:54.493689] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:54.654809] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:54.654989] [INFO ] [CONFIGURE ] DVA: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:32:54.655037] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 842 tests
[2025-10-14T23:32:54.655075] [INFO ] [CONFIGURE ] DVA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:32:54.655109] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:32:54.804580] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:54.957773] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:55.106614] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:55.253933] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:55.408404] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:55.553764] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:55.706943] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:55.867972] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.018267] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.172320] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.172522] [INFO ] [CONFIGURE ] DVA: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:32:56.172570] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 841 tests
[2025-10-14T23:32:56.172608] [INFO ] [CONFIGURE ] DVA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:32:56.172670] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:32:56.327119] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:56.470090] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.613097] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.763363] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:56.913904] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:57.068382] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:57.232564] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:57.380795] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:57.529628] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:57.685123] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:57.685302] [INFO ] [CONFIGURE ] DVA: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:32:57.685405] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 840 tests
[2025-10-14T23:32:57.685465] [INFO ] [CONFIGURE ] DVA: Testing feature 20/29: add_price_rejection
[2025-10-14T23:32:57.685501] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:32:57.839190] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:32:57.993763] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:58.157237] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:58.314515] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:32:58.468844] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:32:58.626453] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:32:58.779887] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:32:58.941559] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:32:59.105544] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:32:59.260701] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:32:59.260871] [INFO ] [CONFIGURE ] DVA: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:32:59.260944] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 839 tests
[2025-10-14T23:32:59.261002] [INFO ] [CONFIGURE ] DVA: Testing feature 21/29: add_range_position
[2025-10-14T23:32:59.261038] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:32:59.423984] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:32:59.595788] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:32:59.761801] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:32:59.936502] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:00.102982] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:00.269039] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:00.458864] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:33:00.631337] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:00.804732] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:00.978005] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:00.978227] [INFO ] [CONFIGURE ] DVA: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:33:00.978280] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 838 tests
[2025-10-14T23:33:00.978316] [INFO ] [CONFIGURE ] DVA: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:33:00.978349] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:33:01.164867] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:01.351135] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:01.557549] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:01.749392] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:01.931131] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:02.118077] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:02.299180] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:33:02.492597] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:02.709041] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:02.959290] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:02.959551] [INFO ] [CONFIGURE ] DVA: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:33:02.959634] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 837 tests
[2025-10-14T23:33:02.959718] [INFO ] [CONFIGURE ] DVA: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:33:02.959760] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:33:03.139610] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:03.301428] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:03.457120] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:03.619333] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:03.775446] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:03.924794] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:04.083673] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:33:04.242734] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:04.404726] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:04.564399] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:04.564555] [INFO ] [CONFIGURE ] DVA: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:33:04.564599] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 836 tests
[2025-10-14T23:33:04.564636] [INFO ] [CONFIGURE ] DVA: Testing feature 24/29: add_rsi
[2025-10-14T23:33:04.564730] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-14T23:33:04.733677] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:04.902593] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:05.073485] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:05.252817] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:05.431025] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:05.604424] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:05.779511] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:33:05.980987] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:06.153564] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:06.333969] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:06.334143] [INFO ] [CONFIGURE ] DVA: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:33:06.334189] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 835 tests
[2025-10-14T23:33:06.334243] [INFO ] [CONFIGURE ] DVA: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:33:06.334278] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:33:06.481089] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:33:06.638621] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:06.793864] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:06.950157] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:07.104205] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:07.264485] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:07.420894] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:33:07.579286] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:07.741771] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:07.901750] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:07.901915] [INFO ] [CONFIGURE ] DVA: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:33:07.901961] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 834 tests
[2025-10-14T23:33:07.901996] [INFO ] [CONFIGURE ] DVA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:33:07.902029] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:33:08.053853] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:08.218770] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:08.385290] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:08.550122] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:08.711963] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:08.872608] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:09.027492] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:33:09.183770] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:09.338070] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:09.494860] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:09.495045] [INFO ] [CONFIGURE ] DVA: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:33:09.495092] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 833 tests
[2025-10-14T23:33:09.495129] [INFO ] [CONFIGURE ] DVA: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:33:09.495162] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:33:09.654801] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:09.815661] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:09.978200] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:10.144041] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:10.308293] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:10.476998] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:10.639225] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:33:10.803132] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:10.972759] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:11.145986] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:11.146239] [INFO ] [CONFIGURE ] DVA: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:33:11.146292] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 832 tests
[2025-10-14T23:33:11.146328] [INFO ] [CONFIGURE ] DVA: Testing feature 28/29: add_volume_profile
[2025-10-14T23:33:11.146360] [INFO ] [CONFIGURE ] DVA: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:33:11.302028] [DEBUG] [FORECASTER] DVA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:33:11.459715] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:11.618164] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:33:11.775568] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:11.931449] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:33:12.090809] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:12.244365] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:33:12.400615] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:12.555927] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:33:12.719230] [DEBUG] [FORECASTER] DVA: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:12.719444] [INFO ] [CONFIGURE ] DVA: KEPT add_volume_profile (score: 90.00%)
[2025-10-14T23:33:12.719513] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 831 tests
[2025-10-14T23:33:12.719593] [INFO ] [CONFIGURE ] DVA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:33:12.719672] [INFO ] [CONFIGURE ] DVA: Best accuracy: 90.00%
[2025-10-14T23:33:12.719729] [INFO ] [CONFIGURE ] DVA: Best feature set (4 features): ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:33:12.719764] [INFO ] [CONFIGURE ] DVA: Improvement over baseline: 30.00%
[2025-10-14T23:33:12.719794] [INFO ] [CONFIGURE ] DVA: Total time: 44.2 seconds
[2025-10-14T23:33:12.719822] [INFO ] [CONFIGURE ] DVA: Average time per feature: 1.6 seconds
[2025-10-14T23:33:12.719852] [INFO ] [CONFIGURE ] DVA: Average speed: 0.66 features/sec
[2025-10-14T23:33:12.720702] [INFO ] [LOCAL     ] Saved configuration for DVA: 4 features, 90.00% accuracy -> ./output/feature-sets/DVA.json
[2025-10-14T23:33:12.720773] [INFO ] [CONFIGURE ] DVA: Configuration saved successfully: 4 features, 90.00% accuracy.
[2025-10-14T23:33:12.720864] [INFO ] [sig       ] [68/96] Successfully configured DVA | 0.02 sym/s | Total: 48.8m | ETA: 20.1m
[2025-10-14T23:33:12.720939] [INFO ] [sig       ] [69/96] Configuring EARN...
[2025-10-14T23:33:12.721002] [INFO ] [CONFIGURE ] EARN: Configurate test run.
[2025-10-14T23:33:12.721043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EARN' from 'https://tdm.silogroup.org/data/derivative_storage/EARN.csv'.
[2025-10-14T23:33:12.733860] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EARN'.
[2025-10-14T23:33:12.734187] [INFO ] [CONFIGURE ] EARN: Testing with 29 available features
[2025-10-14T23:33:12.734245] [INFO ] [CONFIGURE ] EARN: Establishing baseline with no features...
[2025-10-14T23:33:12.836787] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:12.937178] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:13.040109] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:13.152506] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:13.264470] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:13.379880] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:13.494419] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:13.608509] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:13.725556] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:13.852600] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:13.852800] [INFO ] [CONFIGURE ] EARN: Baseline score (no features): 60.00%
[2025-10-14T23:33:13.852853] [INFO ] [CONFIGURE ] EARN: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:33:13.852887] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:33:13.993983] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.131202] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.269774] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:14.407060] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.542530] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.683037] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.825252] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:14.971035] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:33:15.112524] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:15.262167] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:15.262390] [INFO ] [CONFIGURE ] EARN: DISCARDED add_bollinger_bands (score: 10.00%)
[2025-10-14T23:33:15.262474] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 830 tests
[2025-10-14T23:33:15.262543] [INFO ] [CONFIGURE ] EARN: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:33:15.262587] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:33:15.407986] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:15.546141] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:15.672882] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:15.803426] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:15.931403] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.059061] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.187833] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.316995] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.445610] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:16.576337] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.576522] [INFO ] [CONFIGURE ] EARN: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-14T23:33:16.576567] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 829 tests
[2025-10-14T23:33:16.576599] [INFO ] [CONFIGURE ] EARN: Testing feature 3/29: add_daily_returns
[2025-10-14T23:33:16.576630] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_daily_returns']
[2025-10-14T23:33:16.691438] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:16.804699] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:16.927114] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:17.055804] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:17.180608] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:17.293473] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:17.408774] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:17.527693] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:17.651628] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:17.767135] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:17.767306] [INFO ] [CONFIGURE ] EARN: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:33:17.767353] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 828 tests
[2025-10-14T23:33:17.767389] [INFO ] [CONFIGURE ] EARN: Testing feature 4/29: add_ema
[2025-10-14T23:33:17.767420] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_ema']
[2025-10-14T23:33:17.896525] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.064282] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:18.196670] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:18.325347] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.455958] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.594571] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.717168] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.845002] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:33:18.971003] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:19.093227] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:19.093403] [INFO ] [CONFIGURE ] EARN: DISCARDED add_ema (score: 20.00%)
[2025-10-14T23:33:19.093446] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 827 tests
[2025-10-14T23:33:19.093481] [INFO ] [CONFIGURE ] EARN: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:33:19.093514] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:33:19.221118] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:33:19.350894] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:19.487408] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:19.620858] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:19.759872] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:19.910807] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:20.046920] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:20.182345] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:20.323961] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:20.459897] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:20.460057] [INFO ] [CONFIGURE ] EARN: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:33:20.460101] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 826 tests
[2025-10-14T23:33:20.460134] [INFO ] [CONFIGURE ] EARN: Testing feature 6/29: add_failed_moves
[2025-10-14T23:33:20.460165] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_failed_moves']
[2025-10-14T23:33:20.572488] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:20.685584] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:20.800714] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:20.915224] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:21.030389] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:21.147078] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:21.266666] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:21.382517] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:21.497638] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:21.613540] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:21.613732] [INFO ] [CONFIGURE ] EARN: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:33:21.613795] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 825 tests
[2025-10-14T23:33:21.613832] [INFO ] [CONFIGURE ] EARN: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:33:21.613863] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_lag_shelf']
[2025-10-14T23:33:21.717953] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:21.825201] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:21.929025] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:22.034397] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:22.145627] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:22.251038] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:22.358205] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:22.465029] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:22.571494] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:22.677891] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:22.678046] [INFO ] [CONFIGURE ] EARN: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:33:22.678103] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 824 tests
[2025-10-14T23:33:22.678139] [INFO ] [CONFIGURE ] EARN: Testing feature 8/29: add_macd
[2025-10-14T23:33:22.678190] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:33:22.819486] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:22.968721] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:23.118194] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:23.267423] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:23.416243] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:23.563683] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:23.712918] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:23.869225] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:24.023717] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:24.176775] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:24.176961] [INFO ] [CONFIGURE ] EARN: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:33:24.177009] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 823 tests
[2025-10-14T23:33:24.177043] [INFO ] [CONFIGURE ] EARN: Testing feature 9/29: add_mfi
[2025-10-14T23:33:24.177076] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_mfi']
[2025-10-14T23:33:24.302350] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:24.428447] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:24.558560] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:24.699885] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:24.849807] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:24.987463] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:25.114079] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:25.241733] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:25.370131] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:25.498141] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:25.498351] [INFO ] [CONFIGURE ] EARN: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:33:25.498398] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 822 tests
[2025-10-14T23:33:25.498434] [INFO ] [CONFIGURE ] EARN: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:33:25.498466] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:33:25.642730] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:25.786328] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:25.931245] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:26.075811] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:26.244431] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:26.398987] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:26.548087] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:26.694167] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:26.842554] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:26.994101] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:26.994347] [INFO ] [CONFIGURE ] EARN: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:33:26.994415] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 821 tests
[2025-10-14T23:33:26.994455] [INFO ] [CONFIGURE ] EARN: Testing feature 11/29: add_obv_daily
[2025-10-14T23:33:26.994489] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_obv_daily']
[2025-10-14T23:33:27.145336] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:27.271438] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:27.420241] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:27.540506] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:27.660806] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:27.781378] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:27.900621] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:28.020537] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:28.148226] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:28.274625] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:28.274821] [INFO ] [CONFIGURE ] EARN: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:33:28.274870] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 820 tests
[2025-10-14T23:33:28.274904] [INFO ] [CONFIGURE ] EARN: Testing feature 12/29: add_obv_interval
[2025-10-14T23:33:28.274934] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_obv_interval']
[2025-10-14T23:33:28.427499] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:28.561195] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:28.696575] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:28.819681] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:28.943124] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:29.065133] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:29.188208] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:29.313739] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:29.438547] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:29.561954] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:29.562087] [INFO ] [CONFIGURE ] EARN: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:33:29.562130] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 819 tests
[2025-10-14T23:33:29.562188] [INFO ] [CONFIGURE ] EARN: Testing feature 13/29: add_opening_strength
[2025-10-14T23:33:29.562244] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:33:29.689183] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:29.817417] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:29.946430] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:30.077104] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:30.216854] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:30.345953] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:30.477003] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:30.607660] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:33:30.738772] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:30.870937] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:30.871083] [INFO ] [CONFIGURE ] EARN: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:33:30.871128] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 818 tests
[2025-10-14T23:33:30.871164] [INFO ] [CONFIGURE ] EARN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:33:30.871196] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:33:31.002946] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:31.138947] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:31.275840] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:31.411513] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:31.549039] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:31.684578] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:31.824745] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:31.963794] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:32.096236] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:32.226021] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:32.226175] [INFO ] [CONFIGURE ] EARN: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:33:32.226219] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 817 tests
[2025-10-14T23:33:32.226254] [INFO ] [CONFIGURE ] EARN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:33:32.226286] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:33:32.334030] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:32.444481] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:32.560010] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:32.673017] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:32.782130] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:32.891386] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:33.002249] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:33.118081] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:33.237333] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:33.354949] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:33.355161] [INFO ] [CONFIGURE ] EARN: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:33:33.355221] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 816 tests
[2025-10-14T23:33:33.355257] [INFO ] [CONFIGURE ] EARN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:33:33.355288] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:33:33.471635] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:33:33.587824] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:33.704342] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:33.821572] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:33.939885] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:34.058634] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:34.178436] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:34.298401] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:34.423967] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:34.543854] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:34.544008] [INFO ] [CONFIGURE ] EARN: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-14T23:33:34.544052] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 815 tests
[2025-10-14T23:33:34.544086] [INFO ] [CONFIGURE ] EARN: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:33:34.544116] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:33:34.664141] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:34.784348] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:34.905823] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:35.027333] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.149067] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.272180] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.398270] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.524390] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:35.653104] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:35.779523] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.779702] [INFO ] [CONFIGURE ] EARN: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-14T23:33:35.779773] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 814 tests
[2025-10-14T23:33:35.779817] [INFO ] [CONFIGURE ] EARN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:33:35.779856] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:33:35.889411] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:35.997250] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:36.105296] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:36.244797] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:36.354907] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:36.463948] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:36.573164] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:36.685429] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:36.798465] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:36.910981] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:36.911128] [INFO ] [CONFIGURE ] EARN: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:33:36.911173] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 813 tests
[2025-10-14T23:33:36.911207] [INFO ] [CONFIGURE ] EARN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:33:36.911238] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:33:37.020963] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:37.130112] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:37.241027] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:37.352784] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:37.463753] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:37.574548] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:37.686352] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:37.798203] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:37.910174] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:38.027593] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:38.027793] [INFO ] [CONFIGURE ] EARN: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:33:38.027858] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 812 tests
[2025-10-14T23:33:38.027900] [INFO ] [CONFIGURE ] EARN: Testing feature 20/29: add_price_rejection
[2025-10-14T23:33:38.027938] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_price_rejection']
[2025-10-14T23:33:38.147214] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:38.265793] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:38.384661] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:38.506549] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:38.627769] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:38.748216] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:38.868532] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:38.988768] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:39.111151] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:39.235457] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:39.235582] [INFO ] [CONFIGURE ] EARN: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:33:39.235625] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 811 tests
[2025-10-14T23:33:39.235696] [INFO ] [CONFIGURE ] EARN: Testing feature 21/29: add_range_position
[2025-10-14T23:33:39.235775] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_range_position']
[2025-10-14T23:33:39.384557] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:39.518783] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:39.670372] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:39.858941] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:40.013593] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:40.172088] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:40.354863] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:40.543843] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:40.707217] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:40.854807] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:40.855069] [INFO ] [CONFIGURE ] EARN: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:33:40.855160] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 810 tests
[2025-10-14T23:33:40.855299] [INFO ] [CONFIGURE ] EARN: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:33:40.855366] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_realized_volatility']
[2025-10-14T23:33:40.999667] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:41.140745] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:41.284420] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:41.429232] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:41.572019] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:41.714809] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:41.860793] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:42.005831] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:42.149057] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:42.327304] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:42.327474] [INFO ] [CONFIGURE ] EARN: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:33:42.327520] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 809 tests
[2025-10-14T23:33:42.327557] [INFO ] [CONFIGURE ] EARN: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:33:42.327590] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_recent_range_context']
[2025-10-14T23:33:42.462892] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:42.599755] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:42.733913] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:42.860451] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:42.977542] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:43.092603] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:43.216881] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:43.343494] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:43.464933] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:43.583528] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:43.583702] [INFO ] [CONFIGURE ] EARN: DISCARDED add_recent_range_context (score: 20.00%)
[2025-10-14T23:33:43.583759] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 808 tests
[2025-10-14T23:33:43.583796] [INFO ] [CONFIGURE ] EARN: Testing feature 24/29: add_rsi
[2025-10-14T23:33:43.583827] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:33:43.716852] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:43.851536] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:43.991010] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:44.123672] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:44.257124] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:44.401345] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:44.543312] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:44.687170] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:44.828441] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:33:44.987104] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:44.987294] [INFO ] [CONFIGURE ] EARN: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:33:44.987338] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 807 tests
[2025-10-14T23:33:44.987373] [INFO ] [CONFIGURE ] EARN: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:33:44.987405] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_tick_distribution']
[2025-10-14T23:33:45.103817] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:45.219907] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:45.365196] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:45.484896] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:33:45.604761] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:45.722500] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:45.843542] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:45.962851] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:46.081722] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:46.204769] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:46.204975] [INFO ] [CONFIGURE ] EARN: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:33:46.205031] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 806 tests
[2025-10-14T23:33:46.205067] [INFO ] [CONFIGURE ] EARN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:33:46.205100] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:33:46.321293] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:46.436527] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:46.553333] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:46.669764] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:46.793223] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:46.915359] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:47.037859] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:47.165721] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:47.299464] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:47.423703] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:47.423872] [INFO ] [CONFIGURE ] EARN: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-14T23:33:47.423919] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 805 tests
[2025-10-14T23:33:47.423953] [INFO ] [CONFIGURE ] EARN: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:33:47.423984] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:33:47.568353] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:47.714231] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:47.862296] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:47.991512] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:48.118166] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:48.243386] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:48.401862] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:48.526140] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:48.650422] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:48.774686] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:33:48.774814] [INFO ] [CONFIGURE ] EARN: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:33:48.774857] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 804 tests
[2025-10-14T23:33:48.774892] [INFO ] [CONFIGURE ] EARN: Testing feature 28/29: add_volume_profile
[2025-10-14T23:33:48.774921] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_volume_profile']
[2025-10-14T23:33:48.891018] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:49.004414] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:33:49.117909] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:49.233805] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:49.349510] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:49.466114] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:49.584024] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:49.700969] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:49.820261] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:49.939999] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:49.940221] [INFO ] [CONFIGURE ] EARN: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T23:33:49.940268] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 803 tests
[2025-10-14T23:33:49.940303] [INFO ] [CONFIGURE ] EARN: Testing feature 29/29: add_vwap
[2025-10-14T23:33:49.940334] [INFO ] [CONFIGURE ] EARN: Testing with features: ['add_vwap']
[2025-10-14T23:33:50.055800] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:33:50.172557] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:33:50.294862] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:50.424484] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:33:50.547867] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:50.672087] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:50.805634] [DEBUG] [FORECASTER] EARN: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:50.931627] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:33:51.066705] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:51.194719] [DEBUG] [FORECASTER] EARN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:33:51.194917] [INFO ] [CONFIGURE ] EARN: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:33:51.194967] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 802 tests
[2025-10-14T23:33:51.195004] [INFO ] [CONFIGURE ] EARN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:33:51.195035] [INFO ] [CONFIGURE ] EARN: Best accuracy: 60.00%
[2025-10-14T23:33:51.195066] [INFO ] [CONFIGURE ] EARN: Best feature set (0 features): []
[2025-10-14T23:33:51.195095] [INFO ] [CONFIGURE ] EARN: Improvement over baseline: 0.00%
[2025-10-14T23:33:51.195123] [INFO ] [CONFIGURE ] EARN: Total time: 37.3 seconds
[2025-10-14T23:33:51.195150] [INFO ] [CONFIGURE ] EARN: Average time per feature: 1.3 seconds
[2025-10-14T23:33:51.195180] [INFO ] [CONFIGURE ] EARN: Average speed: 0.78 features/sec
[2025-10-14T23:33:51.195659] [INFO ] [LOCAL     ] Saved configuration for EARN: 0 features, 60.00% accuracy -> ./output/feature-sets/EARN.json
[2025-10-14T23:33:51.195732] [INFO ] [CONFIGURE ] EARN: Configuration saved successfully: 0 features, 60.00% accuracy.
[2025-10-14T23:33:51.195825] [INFO ] [sig       ] [69/96] Successfully configured EARN | 0.02 sym/s | Total: 49.5m | ETA: 19.4m
[2025-10-14T23:33:51.195894] [INFO ] [sig       ] [70/96] Configuring EAT...
[2025-10-14T23:33:51.195933] [INFO ] [CONFIGURE ] EAT: Configurate test run.
[2025-10-14T23:33:51.195964] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAT' from 'https://tdm.silogroup.org/data/derivative_storage/EAT.csv'.
[2025-10-14T23:33:51.207969] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAT'.
[2025-10-14T23:33:51.208444] [INFO ] [CONFIGURE ] EAT: Testing with 29 available features
[2025-10-14T23:33:51.208502] [INFO ] [CONFIGURE ] EAT: Establishing baseline with no features...
[2025-10-14T23:33:51.322077] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:51.436760] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:33:51.552499] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:33:51.676339] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:51.800931] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:33:51.919164] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:52.037884] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:33:52.168257] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:33:52.285767] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:52.405516] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:33:52.405715] [INFO ] [CONFIGURE ] EAT: Baseline score (no features): 40.00%
[2025-10-14T23:33:52.405780] [INFO ] [CONFIGURE ] EAT: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:33:52.405817] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:33:52.527355] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:33:52.649337] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:33:52.777802] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:52.897799] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:53.019118] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:53.141620] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:33:53.260773] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:53.391719] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:33:53.529874] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:53.658849] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:33:53.659027] [INFO ] [CONFIGURE ] EAT: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:33:53.659070] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 801 tests
[2025-10-14T23:33:53.659106] [INFO ] [CONFIGURE ] EAT: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:33:53.659138] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:33:53.823222] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:53.997452] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:33:54.146300] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:54.285406] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:54.434120] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:33:54.582543] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:54.725141] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:54.864724] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:33:55.004506] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:55.144180] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:33:55.144368] [INFO ] [CONFIGURE ] EAT: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-14T23:33:55.144414] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 800 tests
[2025-10-14T23:33:55.144448] [INFO ] [CONFIGURE ] EAT: Testing feature 3/29: add_daily_returns
[2025-10-14T23:33:55.144478] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:33:55.285336] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:33:55.431069] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:33:55.575467] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:55.736309] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:55.896974] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:56.057684] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:56.217820] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:56.380006] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:33:56.544508] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:56.709276] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:33:56.709540] [INFO ] [CONFIGURE ] EAT: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:33:56.709590] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 799 tests
[2025-10-14T23:33:56.709677] [INFO ] [CONFIGURE ] EAT: Testing feature 4/29: add_ema
[2025-10-14T23:33:56.709732] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-14T23:33:56.883467] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:57.054030] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:33:57.227920] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:57.400666] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:57.605759] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:33:57.772968] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:57.946673] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:58.132144] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:33:58.310753] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:33:58.482794] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:33:58.483047] [INFO ] [CONFIGURE ] EAT: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:33:58.483116] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 798 tests
[2025-10-14T23:33:58.483156] [INFO ] [CONFIGURE ] EAT: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:33:58.483189] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:33:58.658259] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:33:58.825163] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:33:58.989859] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:33:59.161667] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:33:59.330730] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:33:59.501895] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:33:59.669773] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:33:59.844672] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:00.014489] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:00.185254] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:00.185473] [INFO ] [CONFIGURE ] EAT: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:34:00.185531] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 797 tests
[2025-10-14T23:34:00.185568] [INFO ] [CONFIGURE ] EAT: Testing feature 6/29: add_failed_moves
[2025-10-14T23:34:00.185600] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:34:00.367983] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:00.556728] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:34:00.741009] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:00.936507] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:01.123503] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:01.350755] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:01.542027] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:01.723771] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:01.913998] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:02.109110] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:02.109451] [INFO ] [CONFIGURE ] EAT: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:34:02.109523] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 796 tests
[2025-10-14T23:34:02.109565] [INFO ] [CONFIGURE ] EAT: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:34:02.109602] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:34:02.294069] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:02.488544] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:34:02.683606] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:02.864192] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:03.042205] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:03.237473] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:03.426223] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:03.615245] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:03.803457] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:03.989451] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:03.989735] [INFO ] [CONFIGURE ] EAT: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:34:03.989797] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 795 tests
[2025-10-14T23:34:03.989838] [INFO ] [CONFIGURE ] EAT: Testing feature 8/29: add_macd
[2025-10-14T23:34:03.989875] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:34:04.192969] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:04.393793] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:04.592052] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:04.802894] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:05.028385] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:05.247370] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:05.453047] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:05.656732] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:05.863991] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:06.067526] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:06.067795] [INFO ] [CONFIGURE ] EAT: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:34:06.067877] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 794 tests
[2025-10-14T23:34:06.067937] [INFO ] [CONFIGURE ] EAT: Testing feature 9/29: add_mfi
[2025-10-14T23:34:06.067975] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:34:06.266504] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:06.459255] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:06.658683] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:06.848361] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:07.037694] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:07.227359] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:07.422052] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:07.600384] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:07.778502] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:07.967012] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:07.967265] [INFO ] [CONFIGURE ] EAT: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:34:07.967318] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 793 tests
[2025-10-14T23:34:07.967359] [INFO ] [CONFIGURE ] EAT: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:34:07.967393] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:34:08.158446] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:08.350827] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:08.554675] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:08.750398] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:08.970047] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:09.182356] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:09.403733] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:09.598161] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:09.791630] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:09.987630] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:09.987875] [INFO ] [CONFIGURE ] EAT: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:34:09.987962] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 792 tests
[2025-10-14T23:34:09.988045] [INFO ] [CONFIGURE ] EAT: Testing feature 11/29: add_obv_daily
[2025-10-14T23:34:09.988102] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:34:10.153483] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:10.334221] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:10.506815] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:10.675874] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:10.844322] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:11.012567] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:11.182094] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:11.355199] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:11.529893] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:11.705322] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:11.705551] [INFO ] [CONFIGURE ] EAT: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:34:11.705604] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 791 tests
[2025-10-14T23:34:11.705664] [INFO ] [CONFIGURE ] EAT: Testing feature 12/29: add_obv_interval
[2025-10-14T23:34:11.705725] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:34:11.885460] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:12.054957] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:12.224354] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:12.406443] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:12.575054] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:12.777667] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:12.954109] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:13.133428] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:13.313440] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:13.491536] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:13.491736] [INFO ] [CONFIGURE ] EAT: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:34:13.491792] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 790 tests
[2025-10-14T23:34:13.491830] [INFO ] [CONFIGURE ] EAT: Testing feature 13/29: add_opening_strength
[2025-10-14T23:34:13.491863] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:34:13.669347] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:34:13.846934] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:14.021686] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:14.219116] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:14.405958] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:14.599461] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:14.786310] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:14.970358] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:15.145849] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:15.326517] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:15.326728] [INFO ] [CONFIGURE ] EAT: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:34:15.326786] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 789 tests
[2025-10-14T23:34:15.326823] [INFO ] [CONFIGURE ] EAT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:34:15.326856] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:34:15.500131] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:15.673669] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:34:15.846803] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:16.023961] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:16.198918] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:16.377345] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:16.553551] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:16.739511] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:16.924748] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:17.109862] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:17.110075] [INFO ] [CONFIGURE ] EAT: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:34:17.110132] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 788 tests
[2025-10-14T23:34:17.110171] [INFO ] [CONFIGURE ] EAT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:34:17.110205] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:34:17.276273] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:17.441065] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:34:17.606853] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:17.771563] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:17.936266] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:18.108844] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:18.274235] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:18.454083] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:18.628336] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:18.852239] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:18.852469] [INFO ] [CONFIGURE ] EAT: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:34:18.852517] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 787 tests
[2025-10-14T23:34:18.852555] [INFO ] [CONFIGURE ] EAT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:34:18.852589] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:34:19.041788] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:19.221080] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:19.401527] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:19.586589] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:19.769298] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:19.948312] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:20.124233] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:20.302036] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:20.479737] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:20.659325] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:20.659488] [INFO ] [CONFIGURE ] EAT: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:34:20.659535] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 786 tests
[2025-10-14T23:34:20.659571] [INFO ] [CONFIGURE ] EAT: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:34:20.659605] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:34:20.835796] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:21.019259] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:21.198541] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:21.377277] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:21.548757] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:21.722085] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:21.900964] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:22.078425] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:22.257361] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:22.437048] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:22.437209] [INFO ] [CONFIGURE ] EAT: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:34:22.437257] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 785 tests
[2025-10-14T23:34:22.437294] [INFO ] [CONFIGURE ] EAT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:34:22.437328] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:34:22.602910] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:22.767118] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:22.932591] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:23.099499] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:23.269681] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:23.435841] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:23.599704] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:23.768096] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:23.941112] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:24.113735] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:24.113914] [INFO ] [CONFIGURE ] EAT: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:34:24.113960] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 784 tests
[2025-10-14T23:34:24.113996] [INFO ] [CONFIGURE ] EAT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:34:24.114030] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:34:24.283113] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:24.465794] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:34:24.644900] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:24.808584] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:24.978484] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:25.145847] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:25.314586] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:25.480436] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:25.651045] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:25.821122] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:25.821311] [INFO ] [CONFIGURE ] EAT: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:34:25.821359] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 783 tests
[2025-10-14T23:34:25.821396] [INFO ] [CONFIGURE ] EAT: Testing feature 20/29: add_price_rejection
[2025-10-14T23:34:25.821431] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:34:25.999454] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:26.179380] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:26.359621] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:26.536167] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:26.719814] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:26.908383] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:27.093309] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:27.279716] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:27.456917] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:27.634253] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:27.634491] [INFO ] [CONFIGURE ] EAT: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:34:27.634550] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 782 tests
[2025-10-14T23:34:27.634589] [INFO ] [CONFIGURE ] EAT: Testing feature 21/29: add_range_position
[2025-10-14T23:34:27.634622] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:34:27.827233] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:28.015926] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:28.201592] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:28.389553] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:28.574587] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:28.768788] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:28.966387] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:29.165126] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:29.356261] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:29.547662] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:29.547831] [INFO ] [CONFIGURE ] EAT: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:34:29.547877] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 781 tests
[2025-10-14T23:34:29.547911] [INFO ] [CONFIGURE ] EAT: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:34:29.547942] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:34:29.753519] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:29.949149] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:30.144604] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:30.346084] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:30.553606] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:30.769631] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:31.001017] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:31.219160] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:31.440559] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:31.663107] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:31.663293] [INFO ] [CONFIGURE ] EAT: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:34:31.663341] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 780 tests
[2025-10-14T23:34:31.663379] [INFO ] [CONFIGURE ] EAT: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:34:31.663412] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:34:31.868319] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:32.054679] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:32.241622] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:32.450179] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:32.712513] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:32.947139] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:33.159963] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:33.371085] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:33.562405] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:33.735213] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:33.735375] [INFO ] [CONFIGURE ] EAT: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:34:33.735419] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 779 tests
[2025-10-14T23:34:33.735454] [INFO ] [CONFIGURE ] EAT: Testing feature 24/29: add_rsi
[2025-10-14T23:34:33.735486] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-14T23:34:33.922394] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:34.108906] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:34.295632] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:34.485296] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:34.673479] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:34.865410] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:35.054784] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:35.243050] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:35.433784] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:35.628614] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:35.628870] [INFO ] [CONFIGURE ] EAT: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:34:35.628922] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 778 tests
[2025-10-14T23:34:35.628959] [INFO ] [CONFIGURE ] EAT: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:34:35.628992] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:34:35.793842] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:35.960945] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:36.125904] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:36.294276] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:36.465709] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:36.657530] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:36.840065] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:37.038974] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:37.245730] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:37.419232] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:37.419480] [INFO ] [CONFIGURE ] EAT: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:34:37.419539] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 777 tests
[2025-10-14T23:34:37.419575] [INFO ] [CONFIGURE ] EAT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:34:37.419607] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:34:37.589394] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:37.745710] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:37.900348] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:38.057042] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:38.234139] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:38.419328] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:38.602557] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:38.790470] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:38.968639] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:39.169910] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:39.170086] [INFO ] [CONFIGURE ] EAT: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:34:39.170131] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 776 tests
[2025-10-14T23:34:39.170167] [INFO ] [CONFIGURE ] EAT: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:34:39.170198] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:34:39.348305] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:39.536420] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:39.718574] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:39.923927] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:40.107683] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:40.285320] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:40.462342] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:40.643936] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:40.820798] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:40.999300] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:40.999492] [INFO ] [CONFIGURE ] EAT: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:34:40.999550] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 775 tests
[2025-10-14T23:34:41.000673] [INFO ] [CONFIGURE ] EAT: Testing feature 28/29: add_volume_profile
[2025-10-14T23:34:41.000869] [INFO ] [CONFIGURE ] EAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:34:41.165359] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:34:41.327945] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:34:41.492188] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:34:41.655561] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:34:41.826973] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:41.990970] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:42.154825] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:34:42.319493] [DEBUG] [FORECASTER] EAT: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:34:42.489436] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:42.658572] [DEBUG] [FORECASTER] EAT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:42.658727] [INFO ] [CONFIGURE ] EAT: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:34:42.658782] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 774 tests
[2025-10-14T23:34:42.658819] [INFO ] [CONFIGURE ] EAT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:34:42.658849] [INFO ] [CONFIGURE ] EAT: Best accuracy: 80.00%
[2025-10-14T23:34:42.658880] [INFO ] [CONFIGURE ] EAT: Best feature set (4 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:34:42.658908] [INFO ] [CONFIGURE ] EAT: Improvement over baseline: 40.00%
[2025-10-14T23:34:42.658934] [INFO ] [CONFIGURE ] EAT: Total time: 50.3 seconds
[2025-10-14T23:34:42.658961] [INFO ] [CONFIGURE ] EAT: Average time per feature: 1.8 seconds
[2025-10-14T23:34:42.658988] [INFO ] [CONFIGURE ] EAT: Average speed: 0.58 features/sec
[2025-10-14T23:34:42.659584] [INFO ] [LOCAL     ] Saved configuration for EAT: 4 features, 80.00% accuracy -> ./output/feature-sets/EAT.json
[2025-10-14T23:34:42.659700] [INFO ] [CONFIGURE ] EAT: Configuration saved successfully: 4 features, 80.00% accuracy.
[2025-10-14T23:34:42.659790] [INFO ] [sig       ] [70/96] Successfully configured EAT | 0.02 sym/s | Total: 50.3m | ETA: 18.7m
[2025-10-14T23:34:42.659858] [INFO ] [sig       ] [71/96] Configuring EBF...
[2025-10-14T23:34:42.659897] [INFO ] [CONFIGURE ] EBF: Configurate test run.
[2025-10-14T23:34:42.659928] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBF' from 'https://tdm.silogroup.org/data/derivative_storage/EBF.csv'.
[2025-10-14T23:34:42.671920] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBF'.
[2025-10-14T23:34:42.672205] [INFO ] [CONFIGURE ] EBF: Testing with 29 available features
[2025-10-14T23:34:42.672260] [INFO ] [CONFIGURE ] EBF: Establishing baseline with no features...
[2025-10-14T23:34:42.769146] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:34:42.869999] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:42.967449] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:43.065818] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:34:43.164219] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:34:43.262257] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:43.362146] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:43.462627] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:43.558365] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:43.651411] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:43.651540] [INFO ] [CONFIGURE ] EBF: Baseline score (no features): 40.00%
[2025-10-14T23:34:43.651601] [INFO ] [CONFIGURE ] EBF: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:34:43.651686] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:34:43.752484] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:43.852524] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:43.953791] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:44.060803] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:44.162698] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:44.264415] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:44.370597] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:44.484729] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:44.599255] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:44.713611] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:44.713786] [INFO ] [CONFIGURE ] EBF: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-14T23:34:44.713837] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 773 tests
[2025-10-14T23:34:44.713893] [INFO ] [CONFIGURE ] EBF: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:34:44.713949] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:34:44.842615] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:44.971440] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:45.101277] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:45.238900] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:45.367530] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:45.496742] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:45.628133] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:45.757814] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:45.887589] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:46.025268] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:46.025421] [INFO ] [CONFIGURE ] EBF: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:34:46.025466] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 772 tests
[2025-10-14T23:34:46.025500] [INFO ] [CONFIGURE ] EBF: Testing feature 3/29: add_daily_returns
[2025-10-14T23:34:46.025530] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:34:46.142255] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:46.257226] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:46.379790] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:46.495797] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:46.612635] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:46.730736] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:46.849100] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:46.967295] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:47.084132] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:47.202845] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:47.203012] [INFO ] [CONFIGURE ] EBF: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:34:47.203058] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 771 tests
[2025-10-14T23:34:47.203092] [INFO ] [CONFIGURE ] EBF: Testing feature 4/29: add_ema
[2025-10-14T23:34:47.203125] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:34:47.338854] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:47.477961] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:47.620888] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:47.767638] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:34:47.903883] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:48.036250] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:48.170493] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:48.304583] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:48.445546] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:48.581994] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:34:48.582141] [INFO ] [CONFIGURE ] EBF: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:34:48.582189] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 770 tests
[2025-10-14T23:34:48.582225] [INFO ] [CONFIGURE ] EBF: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:34:48.582256] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:34:48.726571] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:48.871360] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:49.014520] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:49.154877] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:34:49.296813] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:49.438271] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:49.581091] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:49.722803] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:49.869231] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:50.029147] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:50.029324] [INFO ] [CONFIGURE ] EBF: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:34:50.029370] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 769 tests
[2025-10-14T23:34:50.029407] [INFO ] [CONFIGURE ] EBF: Testing feature 6/29: add_failed_moves
[2025-10-14T23:34:50.029440] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:34:50.151134] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:50.274170] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:50.397972] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:50.520221] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:50.641042] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:50.761822] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:50.883206] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:51.008622] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:51.145113] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:51.271402] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:51.271596] [INFO ] [CONFIGURE ] EBF: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:34:51.271683] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 768 tests
[2025-10-14T23:34:51.271738] [INFO ] [CONFIGURE ] EBF: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:34:51.271774] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:34:51.387000] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:51.502055] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:51.617960] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:51.735036] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:51.852638] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:51.969832] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:34:52.120374] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:52.242764] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:52.361992] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:52.481729] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:34:52.481905] [INFO ] [CONFIGURE ] EBF: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:34:52.481950] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 767 tests
[2025-10-14T23:34:52.481984] [INFO ] [CONFIGURE ] EBF: Testing feature 8/29: add_macd
[2025-10-14T23:34:52.482016] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:34:52.634342] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:52.784938] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:52.935052] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:53.085423] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:53.241513] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:53.394182] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:53.553334] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:53.712115] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:53.865598] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:54.018177] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:54.018323] [INFO ] [CONFIGURE ] EBF: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:34:54.018414] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 766 tests
[2025-10-14T23:34:54.018469] [INFO ] [CONFIGURE ] EBF: Testing feature 9/29: add_mfi
[2025-10-14T23:34:54.018502] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:34:54.143890] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:54.271294] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:54.403602] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:54.530925] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:54.657727] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:54.784323] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:54.911724] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:55.102468] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:55.231276] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:55.360086] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:55.360300] [INFO ] [CONFIGURE ] EBF: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:34:55.360346] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 765 tests
[2025-10-14T23:34:55.360382] [INFO ] [CONFIGURE ] EBF: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:34:55.360415] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:34:55.503142] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:55.649639] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:55.792567] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:55.970233] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:56.116603] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:56.264456] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:56.410427] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:56.555918] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:56.705916] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:56.861794] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:56.861988] [INFO ] [CONFIGURE ] EBF: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:34:56.862052] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 764 tests
[2025-10-14T23:34:56.862091] [INFO ] [CONFIGURE ] EBF: Testing feature 11/29: add_obv_daily
[2025-10-14T23:34:56.862124] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:34:56.984177] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:57.105107] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:57.230021] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:57.351336] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:57.475468] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:57.610433] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:57.740425] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:57.864985] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:57.986731] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:58.111111] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:58.111264] [INFO ] [CONFIGURE ] EBF: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:34:58.111307] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 763 tests
[2025-10-14T23:34:58.111341] [INFO ] [CONFIGURE ] EBF: Testing feature 12/29: add_obv_interval
[2025-10-14T23:34:58.111371] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:34:58.229859] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:58.349095] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:58.470089] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:58.590209] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:34:58.715247] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:34:58.836587] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:34:58.959127] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:34:59.083359] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:34:59.208444] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:34:59.339513] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:34:59.339727] [INFO ] [CONFIGURE ] EBF: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:34:59.339785] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 762 tests
[2025-10-14T23:34:59.339821] [INFO ] [CONFIGURE ] EBF: Testing feature 13/29: add_opening_strength
[2025-10-14T23:34:59.339852] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:34:59.470856] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:34:59.604975] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:34:59.737935] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:34:59.870443] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:00.003950] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:00.140164] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:35:00.271024] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:00.411516] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:00.551890] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:00.687786] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:00.687959] [INFO ] [CONFIGURE ] EBF: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:35:00.688026] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 761 tests
[2025-10-14T23:35:00.688091] [INFO ] [CONFIGURE ] EBF: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:35:00.688130] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:35:00.821952] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:35:00.955848] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:01.091635] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:01.259384] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:01.430782] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:01.595953] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:01.779255] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:01.953998] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:02.112873] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:02.277804] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:02.277978] [INFO ] [CONFIGURE ] EBF: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:35:02.278064] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 760 tests
[2025-10-14T23:35:02.278112] [INFO ] [CONFIGURE ] EBF: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:35:02.278145] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:35:02.402297] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:02.518833] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:02.634970] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:02.752926] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:02.871582] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:03.015018] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:35:03.151185] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:03.290023] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:03.430377] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:03.578332] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:03.578563] [INFO ] [CONFIGURE ] EBF: KEPT add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:35:03.578617] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 759 tests
[2025-10-14T23:35:03.578682] [INFO ] [CONFIGURE ] EBF: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:35:03.578737] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-14T23:35:03.735250] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:03.899104] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:04.058953] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:04.234550] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:04.394748] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:04.558087] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:04.717563] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:04.882873] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:05.045323] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:05.204873] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:05.205037] [INFO ] [CONFIGURE ] EBF: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:35:05.205083] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 758 tests
[2025-10-14T23:35:05.205118] [INFO ] [CONFIGURE ] EBF: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:35:05.205151] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-14T23:35:05.345757] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:05.482883] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:05.623818] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:05.762383] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:05.901524] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:06.039282] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:06.181219] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:06.328944] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:06.474979] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:06.618702] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:06.618902] [INFO ] [CONFIGURE ] EBF: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:35:06.618951] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 757 tests
[2025-10-14T23:35:06.618987] [INFO ] [CONFIGURE ] EBF: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:35:06.619017] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-14T23:35:06.743427] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:06.870023] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:06.996823] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:07.124071] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:07.286481] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:07.414053] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:07.544786] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:07.664592] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:07.785663] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:07.910628] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:07.910805] [INFO ] [CONFIGURE ] EBF: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:35:07.910853] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 756 tests
[2025-10-14T23:35:07.910887] [INFO ] [CONFIGURE ] EBF: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:35:07.910968] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-14T23:35:08.034569] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:08.157107] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:08.279096] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:08.399798] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:08.516733] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:08.632561] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:35:08.750292] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:08.866342] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:08.984352] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:09.106761] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:09.106938] [INFO ] [CONFIGURE ] EBF: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:35:09.106984] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 755 tests
[2025-10-14T23:35:09.107018] [INFO ] [CONFIGURE ] EBF: Testing feature 20/29: add_price_rejection
[2025-10-14T23:35:09.107051] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-14T23:35:09.235909] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:09.364355] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:09.497003] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:09.628169] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:09.764032] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:09.900702] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:10.046492] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:10.188201] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:10.356394] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:10.499063] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:35:10.499211] [INFO ] [CONFIGURE ] EBF: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:35:10.499257] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 754 tests
[2025-10-14T23:35:10.499292] [INFO ] [CONFIGURE ] EBF: Testing feature 21/29: add_range_position
[2025-10-14T23:35:10.499325] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_range_position']
[2025-10-14T23:35:10.645074] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:35:10.794602] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:10.936920] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:11.079455] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:11.223069] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:11.366808] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:11.515266] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:11.660853] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:11.805630] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:11.953547] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:11.953704] [INFO ] [CONFIGURE ] EBF: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:35:11.953764] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 753 tests
[2025-10-14T23:35:11.953802] [INFO ] [CONFIGURE ] EBF: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:35:11.953835] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-14T23:35:12.110026] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:12.266698] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:12.424025] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:12.587291] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:12.748796] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:12.905869] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:13.063361] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:13.223682] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:13.395122] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:13.553466] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:13.553691] [INFO ] [CONFIGURE ] EBF: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:35:13.553756] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 752 tests
[2025-10-14T23:35:13.553794] [INFO ] [CONFIGURE ] EBF: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:35:13.553827] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-14T23:35:13.679458] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:13.808619] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:13.935814] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:14.065077] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:14.193563] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:14.325837] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:14.456831] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:14.586471] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:14.716728] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:14.847221] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:14.847383] [INFO ] [CONFIGURE ] EBF: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:35:14.847427] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 751 tests
[2025-10-14T23:35:14.847461] [INFO ] [CONFIGURE ] EBF: Testing feature 24/29: add_rsi
[2025-10-14T23:35:14.847495] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-14T23:35:14.991958] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:15.137258] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:15.283881] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:15.433848] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:15.584475] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:15.736362] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:15.887797] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:16.043179] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:16.227489] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:16.435256] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:35:16.435437] [INFO ] [CONFIGURE ] EBF: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:35:16.435512] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 750 tests
[2025-10-14T23:35:16.435559] [INFO ] [CONFIGURE ] EBF: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:35:16.435594] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-14T23:35:16.578502] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:16.717310] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:16.861440] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:17.006354] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:17.140296] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:17.264541] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:35:17.390437] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:17.516705] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:17.644577] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:17.772347] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:17.772500] [INFO ] [CONFIGURE ] EBF: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:35:17.772543] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 749 tests
[2025-10-14T23:35:17.772576] [INFO ] [CONFIGURE ] EBF: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:35:17.772607] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-14T23:35:17.897438] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:18.022725] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:18.147335] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:18.272162] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:18.402222] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:18.534722] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:18.665280] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:18.796064] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:18.925925] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:19.053896] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:19.054060] [INFO ] [CONFIGURE ] EBF: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:35:19.054104] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 748 tests
[2025-10-14T23:35:19.054138] [INFO ] [CONFIGURE ] EBF: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:35:19.054170] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-14T23:35:19.188078] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:19.323118] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:19.459634] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:19.599895] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:19.748812] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:19.890182] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:20.026908] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:20.163519] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:20.301309] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:20.439524] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:20.439725] [INFO ] [CONFIGURE ] EBF: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:35:20.439782] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 747 tests
[2025-10-14T23:35:20.439818] [INFO ] [CONFIGURE ] EBF: Testing feature 28/29: add_volume_profile
[2025-10-14T23:35:20.439851] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-14T23:35:20.564286] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:20.693293] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:20.819633] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:20.946034] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:21.073067] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:21.200708] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:35:21.329683] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:21.461174] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:21.592126] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:21.722318] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:21.722466] [INFO ] [CONFIGURE ] EBF: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:35:21.722509] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 746 tests
[2025-10-14T23:35:21.722542] [INFO ] [CONFIGURE ] EBF: Testing feature 29/29: add_vwap
[2025-10-14T23:35:21.722573] [INFO ] [CONFIGURE ] EBF: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_vwap']
[2025-10-14T23:35:21.852957] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:35:21.981957] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:22.111940] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:22.241399] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:22.373852] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:22.512913] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:35:22.646400] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:35:22.778997] [DEBUG] [FORECASTER] EBF: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:35:22.912343] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:23.052402] [DEBUG] [FORECASTER] EBF: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:35:23.053475] [INFO ] [CONFIGURE ] EBF: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:35:23.053537] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 745 tests
[2025-10-14T23:35:23.053576] [INFO ] [CONFIGURE ] EBF: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:35:23.053607] [INFO ] [CONFIGURE ] EBF: Best accuracy: 80.00%
[2025-10-14T23:35:23.053639] [INFO ] [CONFIGURE ] EBF: Best feature set (2 features): ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:35:23.053716] [INFO ] [CONFIGURE ] EBF: Improvement over baseline: 40.00%
[2025-10-14T23:35:23.053748] [INFO ] [CONFIGURE ] EBF: Total time: 39.4 seconds
[2025-10-14T23:35:23.053778] [INFO ] [CONFIGURE ] EBF: Average time per feature: 1.4 seconds
[2025-10-14T23:35:23.053807] [INFO ] [CONFIGURE ] EBF: Average speed: 0.74 features/sec
[2025-10-14T23:35:23.054727] [INFO ] [LOCAL     ] Saved configuration for EBF: 2 features, 80.00% accuracy -> ./output/feature-sets/EBF.json
[2025-10-14T23:35:23.054783] [INFO ] [CONFIGURE ] EBF: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-14T23:35:23.054848] [INFO ] [sig       ] [71/96] Successfully configured EBF | 0.02 sym/s | Total: 51.0m | ETA: 18.0m
[2025-10-14T23:35:23.054914] [INFO ] [sig       ] [72/96] Configuring EDF...
[2025-10-14T23:35:23.054953] [INFO ] [CONFIGURE ] EDF: Configurate test run.
[2025-10-14T23:35:23.054983] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDF' from 'https://tdm.silogroup.org/data/derivative_storage/EDF.csv'.
[2025-10-14T23:35:23.067306] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDF'.
[2025-10-14T23:35:23.067635] [INFO ] [CONFIGURE ] EDF: Testing with 29 available features
[2025-10-14T23:35:23.067715] [INFO ] [CONFIGURE ] EDF: Establishing baseline with no features...
[2025-10-14T23:35:23.170125] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:23.271045] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:23.372918] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:23.476145] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:23.584089] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:23.693586] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:23.797528] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:23.901215] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:24.005534] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:24.109362] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:24.109497] [INFO ] [CONFIGURE ] EDF: Baseline score (no features): 70.00%
[2025-10-14T23:35:24.109539] [INFO ] [CONFIGURE ] EDF: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:35:24.109572] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:35:24.222271] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:24.339364] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:24.453297] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:35:24.567075] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:24.682064] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:24.797243] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:24.912733] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:25.029715] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:25.146029] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:35:25.266042] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:25.266202] [INFO ] [CONFIGURE ] EDF: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:35:25.266245] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 744 tests
[2025-10-14T23:35:25.266278] [INFO ] [CONFIGURE ] EDF: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:35:25.266309] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:35:25.386451] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:25.505452] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:25.626189] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:25.748189] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:25.873427] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:25.998365] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:26.123944] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:26.250026] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:26.376826] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:26.504016] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:26.504168] [INFO ] [CONFIGURE ] EDF: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T23:35:26.504211] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 743 tests
[2025-10-14T23:35:26.504244] [INFO ] [CONFIGURE ] EDF: Testing feature 3/29: add_daily_returns
[2025-10-14T23:35:26.504274] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_daily_returns']
[2025-10-14T23:35:26.611816] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:26.720049] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:26.829948] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:26.939638] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:27.050195] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:27.162395] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:27.273847] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:27.386033] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:27.497779] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:27.610723] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:27.610918] [INFO ] [CONFIGURE ] EDF: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:35:27.610963] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 742 tests
[2025-10-14T23:35:27.610997] [INFO ] [CONFIGURE ] EDF: Testing feature 4/29: add_ema
[2025-10-14T23:35:27.611028] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema']
[2025-10-14T23:35:27.727848] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:27.846155] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:27.964369] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:28.082890] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:28.201961] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:28.324445] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:28.448632] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:28.569519] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:28.691756] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:28.813221] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:28.813394] [INFO ] [CONFIGURE ] EDF: KEPT add_ema (score: 80.00%)
[2025-10-14T23:35:28.813442] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 741 tests
[2025-10-14T23:35:28.813476] [INFO ] [CONFIGURE ] EDF: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:35:28.813507] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:35:28.956595] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:29.100115] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:29.245133] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:29.392425] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:29.539945] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:29.689099] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:29.840363] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:29.990577] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:30.145875] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:30.301927] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:30.302140] [INFO ] [CONFIGURE ] EDF: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:35:30.302190] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 740 tests
[2025-10-14T23:35:30.302226] [INFO ] [CONFIGURE ] EDF: Testing feature 6/29: add_failed_moves
[2025-10-14T23:35:30.302261] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T23:35:30.434132] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:30.562699] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:30.692841] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:30.821598] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:30.955812] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:31.090784] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:31.228216] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:31.370411] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:31.547935] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:31.690743] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:31.690962] [INFO ] [CONFIGURE ] EDF: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:35:31.691055] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 739 tests
[2025-10-14T23:35:31.691119] [INFO ] [CONFIGURE ] EDF: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:35:31.691169] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-14T23:35:31.848473] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:31.970590] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:32.087330] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:32.226969] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:32.353301] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:32.485639] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:32.622618] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:32.750391] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:32.885782] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:33.029432] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:33.029630] [INFO ] [CONFIGURE ] EDF: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:35:33.029725] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 738 tests
[2025-10-14T23:35:33.029770] [INFO ] [CONFIGURE ] EDF: Testing feature 8/29: add_macd
[2025-10-14T23:35:33.029805] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:35:33.214489] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:35:33.370515] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:33.526937] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:33.689214] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:33.849368] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:34.013693] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:34.201630] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:34.392984] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:34.613583] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:34.792072] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:34.792327] [INFO ] [CONFIGURE ] EDF: DISCARDED add_macd (score: 80.00%)
[2025-10-14T23:35:34.792414] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 737 tests
[2025-10-14T23:35:34.792475] [INFO ] [CONFIGURE ] EDF: Testing feature 9/29: add_mfi
[2025-10-14T23:35:34.792537] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_mfi']
[2025-10-14T23:35:34.949275] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:35.099128] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:35.256834] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:35.411967] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:35.570949] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:35.732380] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:35.890928] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:36.049501] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:36.211194] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:36.383628] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:36.383850] [INFO ] [CONFIGURE ] EDF: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:35:36.383900] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 736 tests
[2025-10-14T23:35:36.383936] [INFO ] [CONFIGURE ] EDF: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:35:36.383970] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:35:36.553356] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:36.726811] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:36.909075] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:37.083862] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:37.272162] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:37.436901] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:37.636219] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:37.802252] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:37.963276] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:38.119728] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:38.119863] [INFO ] [CONFIGURE ] EDF: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:35:38.119907] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 735 tests
[2025-10-14T23:35:38.119942] [INFO ] [CONFIGURE ] EDF: Testing feature 11/29: add_obv_daily
[2025-10-14T23:35:38.119973] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-14T23:35:38.251374] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:38.383494] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:38.517575] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:38.658361] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:38.797394] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:38.935049] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:39.104763] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:39.271238] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:39.413325] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:39.549604] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:39.549766] [INFO ] [CONFIGURE ] EDF: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:35:39.549817] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 734 tests
[2025-10-14T23:35:39.549852] [INFO ] [CONFIGURE ] EDF: Testing feature 12/29: add_obv_interval
[2025-10-14T23:35:39.549883] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-14T23:35:39.680054] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:39.826452] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:39.981175] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:35:40.113885] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:40.249851] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:40.387952] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:40.522244] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:40.695027] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:40.829063] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:40.965698] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:35:40.965874] [INFO ] [CONFIGURE ] EDF: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:35:40.965921] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 733 tests
[2025-10-14T23:35:40.965956] [INFO ] [CONFIGURE ] EDF: Testing feature 13/29: add_opening_strength
[2025-10-14T23:35:40.965988] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:35:41.113075] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:35:41.257853] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:41.411477] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:41.559590] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:41.706061] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:41.856133] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:42.002468] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:42.152506] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:42.300348] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:42.450563] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:35:42.450780] [INFO ] [CONFIGURE ] EDF: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:35:42.450835] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 732 tests
[2025-10-14T23:35:42.450873] [INFO ] [CONFIGURE ] EDF: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:35:42.451097] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:35:42.603121] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:42.760551] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:42.921478] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:43.105018] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:43.327066] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:43.522337] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:43.739287] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:43.895513] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:44.044039] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:44.189926] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:44.190097] [INFO ] [CONFIGURE ] EDF: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:35:44.190144] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 731 tests
[2025-10-14T23:35:44.190180] [INFO ] [CONFIGURE ] EDF: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:35:44.190215] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:35:44.319503] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:44.444441] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:44.575016] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:44.702468] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:44.840539] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:44.977727] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:45.113662] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:45.246231] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:45.378195] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:45.510222] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:45.510427] [INFO ] [CONFIGURE ] EDF: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:35:45.510475] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 730 tests
[2025-10-14T23:35:45.510511] [INFO ] [CONFIGURE ] EDF: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:35:45.510547] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:35:45.648302] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:45.779488] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:45.911862] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:46.044264] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:46.178972] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:46.317836] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:46.455447] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:46.593676] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:46.781032] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:46.932719] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:35:46.932893] [INFO ] [CONFIGURE ] EDF: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:35:46.932965] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 729 tests
[2025-10-14T23:35:46.933039] [INFO ] [CONFIGURE ] EDF: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:35:46.933077] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-14T23:35:47.085061] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:47.240526] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:47.391579] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:47.539123] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:47.683118] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:47.822662] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:47.963453] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:48.120572] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:48.258260] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:48.396763] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:48.396963] [INFO ] [CONFIGURE ] EDF: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:35:48.397027] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 728 tests
[2025-10-14T23:35:48.397065] [INFO ] [CONFIGURE ] EDF: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:35:48.397098] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:35:48.518739] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:48.649396] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:48.775781] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:48.901861] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:49.027476] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:49.153015] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:49.276482] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:49.401128] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:49.524796] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:49.649077] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:49.649253] [INFO ] [CONFIGURE ] EDF: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:35:49.649299] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 727 tests
[2025-10-14T23:35:49.649334] [INFO ] [CONFIGURE ] EDF: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:35:49.649367] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:35:49.799760] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:49.922250] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:50.045722] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:50.177684] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:50.305475] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:50.426910] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:50.549121] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:50.677733] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:50.805958] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:50.934674] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:50.934834] [INFO ] [CONFIGURE ] EDF: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:35:50.934881] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 726 tests
[2025-10-14T23:35:50.934918] [INFO ] [CONFIGURE ] EDF: Testing feature 20/29: add_price_rejection
[2025-10-14T23:35:50.934951] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-14T23:35:51.070850] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:51.207909] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:51.354794] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:51.504702] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:51.641537] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:51.782482] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:51.921467] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:52.075173] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:52.212209] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:35:52.349854] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:52.350060] [INFO ] [CONFIGURE ] EDF: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:35:52.350139] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 725 tests
[2025-10-14T23:35:52.350201] [INFO ] [CONFIGURE ] EDF: Testing feature 21/29: add_range_position
[2025-10-14T23:35:52.350239] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_range_position']
[2025-10-14T23:35:52.489381] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:52.629300] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:52.777413] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:52.917698] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:53.056872] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:53.194613] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:53.331458] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:53.472104] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:53.612427] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:53.754025] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:53.754188] [INFO ] [CONFIGURE ] EDF: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:35:53.754232] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 724 tests
[2025-10-14T23:35:53.754268] [INFO ] [CONFIGURE ] EDF: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:35:53.754351] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-14T23:35:53.918780] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:54.082202] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:54.240362] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:54.396329] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:54.553461] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:35:54.710052] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:54.869968] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:55.036348] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:55.200406] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:55.363430] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:55.363638] [INFO ] [CONFIGURE ] EDF: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:35:55.363741] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 723 tests
[2025-10-14T23:35:55.363800] [INFO ] [CONFIGURE ] EDF: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:35:55.363837] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-14T23:35:55.495975] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:55.629204] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:55.765785] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:55.905077] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:35:56.041414] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:56.176566] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:56.314094] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:56.470982] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:56.625123] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:35:56.762889] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:35:56.763066] [INFO ] [CONFIGURE ] EDF: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:35:56.763122] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 722 tests
[2025-10-14T23:35:56.763163] [INFO ] [CONFIGURE ] EDF: Testing feature 24/29: add_rsi
[2025-10-14T23:35:56.763202] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:35:56.897770] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:57.046520] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:35:57.198747] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:57.355566] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:57.499828] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:57.631762] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:57.765814] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:57.901900] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:58.035637] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:58.169775] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:58.170014] [INFO ] [CONFIGURE ] EDF: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:35:58.170074] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 721 tests
[2025-10-14T23:35:58.170117] [INFO ] [CONFIGURE ] EDF: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:35:58.170150] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-14T23:35:58.302769] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:58.427821] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:58.549885] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:35:58.672548] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:35:58.822513] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:35:58.959714] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:35:59.087501] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:35:59.217405] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:35:59.348600] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:35:59.481524] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:35:59.481706] [INFO ] [CONFIGURE ] EDF: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:35:59.481767] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 720 tests
[2025-10-14T23:35:59.481806] [INFO ] [CONFIGURE ] EDF: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:35:59.481838] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:35:59.630505] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:35:59.784990] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:35:59.916238] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:00.045153] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:36:00.173471] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:00.302616] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:00.453079] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:00.592423] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:00.732946] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:36:00.874222] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:36:00.874428] [INFO ] [CONFIGURE ] EDF: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:36:00.874532] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 719 tests
[2025-10-14T23:36:00.874576] [INFO ] [CONFIGURE ] EDF: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:36:00.874609] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-14T23:36:01.015880] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:36:01.161509] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:01.304152] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:01.446177] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:36:01.592131] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:01.736544] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:01.913530] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:02.055683] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:02.202362] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:36:02.349702] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:36:02.349932] [INFO ] [CONFIGURE ] EDF: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:36:02.349986] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 718 tests
[2025-10-14T23:36:02.350021] [INFO ] [CONFIGURE ] EDF: Testing feature 28/29: add_volume_profile
[2025-10-14T23:36:02.350055] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-14T23:36:02.485614] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:36:02.619915] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:02.754760] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:02.887612] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:36:03.019989] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:03.158805] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:03.295094] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:03.441109] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:03.577221] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:36:03.716078] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:03.716256] [INFO ] [CONFIGURE ] EDF: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:36:03.716306] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 717 tests
[2025-10-14T23:36:03.716343] [INFO ] [CONFIGURE ] EDF: Testing feature 29/29: add_vwap
[2025-10-14T23:36:03.716377] [INFO ] [CONFIGURE ] EDF: Testing with features: ['add_ema', 'add_vwap']
[2025-10-14T23:36:03.867405] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:03.999091] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:36:04.129969] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:04.260959] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:36:04.393358] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:04.524614] [DEBUG] [FORECASTER] EDF: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:04.656830] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:04.790150] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:04.947996] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:36:05.086865] [DEBUG] [FORECASTER] EDF: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:36:05.087024] [INFO ] [CONFIGURE ] EDF: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:36:05.087069] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 716 tests
[2025-10-14T23:36:05.087106] [INFO ] [CONFIGURE ] EDF: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:36:05.087157] [INFO ] [CONFIGURE ] EDF: Best accuracy: 80.00%
[2025-10-14T23:36:05.087190] [INFO ] [CONFIGURE ] EDF: Best feature set (1 features): ['add_ema']
[2025-10-14T23:36:05.087220] [INFO ] [CONFIGURE ] EDF: Improvement over baseline: 10.00%
[2025-10-14T23:36:05.087251] [INFO ] [CONFIGURE ] EDF: Total time: 41.0 seconds
[2025-10-14T23:36:05.087280] [INFO ] [CONFIGURE ] EDF: Average time per feature: 1.4 seconds
[2025-10-14T23:36:05.087307] [INFO ] [CONFIGURE ] EDF: Average speed: 0.71 features/sec
[2025-10-14T23:36:05.087702] [INFO ] [LOCAL     ] Saved configuration for EDF: 1 features, 80.00% accuracy -> ./output/feature-sets/EDF.json
[2025-10-14T23:36:05.087755] [INFO ] [CONFIGURE ] EDF: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:36:05.087794] [INFO ] [sig       ] [72/96] Successfully configured EDF | 0.02 sym/s | Total: 51.7m | ETA: 17.2m
[2025-10-14T23:36:05.087827] [INFO ] [sig       ] [73/96] Configuring EDU...
[2025-10-14T23:36:05.087858] [INFO ] [CONFIGURE ] EDU: Configurate test run.
[2025-10-14T23:36:05.087887] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDU' from 'https://tdm.silogroup.org/data/derivative_storage/EDU.csv'.
[2025-10-14T23:36:05.100215] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDU'.
[2025-10-14T23:36:05.100631] [INFO ] [CONFIGURE ] EDU: Testing with 29 available features
[2025-10-14T23:36:05.100714] [INFO ] [CONFIGURE ] EDU: Establishing baseline with no features...
[2025-10-14T23:36:05.211997] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:05.319666] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:05.426479] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:05.535123] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:05.651197] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:05.761885] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:05.866010] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:05.975058] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:06.084976] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:06.195214] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:06.195430] [INFO ] [CONFIGURE ] EDU: Baseline score (no features): 60.00%
[2025-10-14T23:36:06.195527] [INFO ] [CONFIGURE ] EDU: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:36:06.195569] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:36:06.314175] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:06.433138] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:06.553123] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:06.674142] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:06.794799] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:06.918244] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:07.041043] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:07.165198] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:07.297336] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:07.430712] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:07.430904] [INFO ] [CONFIGURE ] EDU: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:36:07.430951] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 715 tests
[2025-10-14T23:36:07.430984] [INFO ] [CONFIGURE ] EDU: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:36:07.431015] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:36:07.556855] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:07.683981] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:07.821495] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:36:08.005204] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:08.140880] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:08.267845] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:08.405317] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:08.556915] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:08.711943] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:08.865544] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:08.865753] [INFO ] [CONFIGURE ] EDU: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:36:08.865832] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 714 tests
[2025-10-14T23:36:08.865912] [INFO ] [CONFIGURE ] EDU: Testing feature 3/29: add_daily_returns
[2025-10-14T23:36:08.865966] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_daily_returns']
[2025-10-14T23:36:08.995881] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:09.124113] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:09.251585] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:09.379139] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:09.503804] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:09.631350] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:09.757565] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:09.884565] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:10.014680] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:10.143941] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:10.144110] [INFO ] [CONFIGURE ] EDU: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:36:10.144155] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 713 tests
[2025-10-14T23:36:10.144190] [INFO ] [CONFIGURE ] EDU: Testing feature 4/29: add_ema
[2025-10-14T23:36:10.144223] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_ema']
[2025-10-14T23:36:10.289893] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:10.437975] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:10.589844] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:10.738329] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:10.889548] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:11.047324] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:11.192183] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:11.337895] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:36:11.489064] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:11.645840] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:11.646026] [INFO ] [CONFIGURE ] EDU: DISCARDED add_ema (score: 30.00%)
[2025-10-14T23:36:11.646076] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 712 tests
[2025-10-14T23:36:11.646113] [INFO ] [CONFIGURE ] EDU: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:36:11.646146] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:36:11.798114] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:11.956703] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:36:12.103808] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:12.248741] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:12.386300] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:12.523608] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:12.663468] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:12.814370] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:12.957747] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:13.101234] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:13.101402] [INFO ] [CONFIGURE ] EDU: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:36:13.101500] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 711 tests
[2025-10-14T23:36:13.101577] [INFO ] [CONFIGURE ] EDU: Testing feature 6/29: add_failed_moves
[2025-10-14T23:36:13.101627] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_failed_moves']
[2025-10-14T23:36:13.214885] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:13.326017] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:13.437272] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:13.548589] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:13.662303] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:13.788574] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:13.914577] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:14.066029] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:14.184419] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:14.312571] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:14.312794] [INFO ] [CONFIGURE ] EDU: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:36:14.312847] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 710 tests
[2025-10-14T23:36:14.312883] [INFO ] [CONFIGURE ] EDU: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:36:14.312916] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_lag_shelf']
[2025-10-14T23:36:14.421691] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:14.532797] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:14.644971] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:14.756034] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:14.866826] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:14.980227] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:15.096660] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:15.213444] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:15.328109] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:15.444865] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:15.445038] [INFO ] [CONFIGURE ] EDU: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:36:15.445084] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 709 tests
[2025-10-14T23:36:15.445118] [INFO ] [CONFIGURE ] EDU: Testing feature 8/29: add_macd
[2025-10-14T23:36:15.445149] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:36:15.597304] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:15.748605] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:15.902541] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:36:16.053600] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:16.205393] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:16.354268] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:16.504745] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:16.657834] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:36:16.810899] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:16.964307] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:16.964484] [INFO ] [CONFIGURE ] EDU: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:36:16.964532] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 708 tests
[2025-10-14T23:36:16.964567] [INFO ] [CONFIGURE ] EDU: Testing feature 9/29: add_mfi
[2025-10-14T23:36:16.964598] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_mfi']
[2025-10-14T23:36:17.102725] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:17.224286] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:17.352430] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:17.478151] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:17.602269] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:17.736069] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:17.859499] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:17.981832] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:18.106849] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:18.227368] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:18.227540] [INFO ] [CONFIGURE ] EDU: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:36:18.227585] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 707 tests
[2025-10-14T23:36:18.227619] [INFO ] [CONFIGURE ] EDU: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:36:18.227679] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:36:18.357559] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:18.493391] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:18.625137] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:18.762981] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:18.900027] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:19.039887] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:19.181808] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:19.337690] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:19.478160] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:19.621577] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:19.621872] [INFO ] [CONFIGURE ] EDU: KEPT add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:36:19.621929] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 706 tests
[2025-10-14T23:36:19.621965] [INFO ] [CONFIGURE ] EDU: Testing feature 11/29: add_obv_daily
[2025-10-14T23:36:19.621998] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-14T23:36:19.763908] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:19.905551] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:20.045847] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:20.190851] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:20.331716] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:20.473529] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:20.620620] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:20.767051] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:20.915792] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:21.070188] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:21.070368] [INFO ] [CONFIGURE ] EDU: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:36:21.070414] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 705 tests
[2025-10-14T23:36:21.070452] [INFO ] [CONFIGURE ] EDU: Testing feature 12/29: add_obv_interval
[2025-10-14T23:36:21.070486] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-14T23:36:21.211336] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:21.353724] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:21.494788] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:21.633793] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:21.778600] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:21.918367] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:22.059124] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:22.200791] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:22.343284] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:22.489529] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:22.489755] [INFO ] [CONFIGURE ] EDU: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:36:22.489815] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 704 tests
[2025-10-14T23:36:22.489852] [INFO ] [CONFIGURE ] EDU: Testing feature 13/29: add_opening_strength
[2025-10-14T23:36:22.489884] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:36:22.641595] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:22.798836] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:22.955894] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:23.113113] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:23.278628] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:23.444230] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:23.606465] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:23.765016] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:23.935128] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:24.103332] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:24.103521] [INFO ] [CONFIGURE ] EDU: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:36:24.103565] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 703 tests
[2025-10-14T23:36:24.103600] [INFO ] [CONFIGURE ] EDU: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:36:24.103632] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:36:24.266923] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:24.434572] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:24.605987] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:24.773587] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:24.938084] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:25.104549] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:25.282507] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:25.479465] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:25.651953] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:25.824468] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:25.824795] [INFO ] [CONFIGURE ] EDU: KEPT add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:36:25.824979] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 702 tests
[2025-10-14T23:36:25.825035] [INFO ] [CONFIGURE ] EDU: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:36:25.825073] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-14T23:36:26.000726] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:36:26.210094] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:26.383394] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:26.558106] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:26.734729] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:26.910229] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:27.089253] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:27.264078] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:27.442192] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:27.614046] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:27.614246] [INFO ] [CONFIGURE ] EDU: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:36:27.614294] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 701 tests
[2025-10-14T23:36:27.614328] [INFO ] [CONFIGURE ] EDU: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:36:27.614360] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-14T23:36:27.790041] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:27.972420] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:28.146968] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:28.314008] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:28.482788] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:28.651220] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:28.829546] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:28.997966] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:29.169873] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:29.347009] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:29.347177] [INFO ] [CONFIGURE ] EDU: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:36:29.347223] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 700 tests
[2025-10-14T23:36:29.347259] [INFO ] [CONFIGURE ] EDU: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:36:29.347293] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-14T23:36:29.503883] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:29.661151] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:29.818675] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:29.977342] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:30.136990] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:30.291675] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:30.448783] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:30.606816] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:30.764969] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:30.923918] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:30.924073] [INFO ] [CONFIGURE ] EDU: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:36:30.924117] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 699 tests
[2025-10-14T23:36:30.924150] [INFO ] [CONFIGURE ] EDU: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:36:30.924183] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-14T23:36:31.075741] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:31.226805] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:31.379171] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:31.531857] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:31.688622] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:31.845913] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:32.005849] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:32.166924] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:32.329661] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:32.491298] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:32.491489] [INFO ] [CONFIGURE ] EDU: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:36:32.491536] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 698 tests
[2025-10-14T23:36:32.491571] [INFO ] [CONFIGURE ] EDU: Testing feature 20/29: add_price_rejection
[2025-10-14T23:36:32.491605] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-14T23:36:32.658764] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:32.828559] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:32.997921] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:33.163312] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:33.330783] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:33.492754] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:33.656876] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:33.826210] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:36:34.002522] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:34.177079] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:34.177251] [INFO ] [CONFIGURE ] EDU: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:36:34.177318] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 697 tests
[2025-10-14T23:36:34.177356] [INFO ] [CONFIGURE ] EDU: Testing feature 21/29: add_range_position
[2025-10-14T23:36:34.177388] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-14T23:36:34.356278] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:34.532687] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:34.710983] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:34.890581] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:35.077193] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:35.322227] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:35.592813] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:35.829665] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:36.090685] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:36.311435] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:36.311663] [INFO ] [CONFIGURE ] EDU: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:36:36.311732] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 696 tests
[2025-10-14T23:36:36.311773] [INFO ] [CONFIGURE ] EDU: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:36:36.311810] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-14T23:36:36.538034] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:36.761070] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:36.953224] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:37.143884] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:37.338537] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:37.533922] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:37.731527] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:37.939557] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:38.151480] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:38.377944] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:38.378147] [INFO ] [CONFIGURE ] EDU: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:36:38.378200] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 695 tests
[2025-10-14T23:36:38.378237] [INFO ] [CONFIGURE ] EDU: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:36:38.378271] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-14T23:36:38.567095] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:38.776091] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:38.957277] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:39.144604] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:39.317968] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:39.484808] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:39.657928] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:39.839336] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:40.028001] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:40.213682] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:40.213864] [INFO ] [CONFIGURE ] EDU: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:36:40.213912] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 694 tests
[2025-10-14T23:36:40.213948] [INFO ] [CONFIGURE ] EDU: Testing feature 24/29: add_rsi
[2025-10-14T23:36:40.213981] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-14T23:36:40.402317] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:40.593662] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:40.783815] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:40.979208] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:41.172012] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:41.387031] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:41.569256] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:41.750962] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:41.934577] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:42.119399] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:42.119584] [INFO ] [CONFIGURE ] EDU: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:36:42.119629] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 693 tests
[2025-10-14T23:36:42.119702] [INFO ] [CONFIGURE ] EDU: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:36:42.119748] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-14T23:36:42.277130] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:42.442323] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:42.606659] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:42.759469] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:42.920961] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:43.082258] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:43.245634] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:43.411785] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:36:43.582315] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:43.755481] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:43.755704] [INFO ] [CONFIGURE ] EDU: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:36:43.755846] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 692 tests
[2025-10-14T23:36:43.755892] [INFO ] [CONFIGURE ] EDU: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:36:43.755927] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-14T23:36:43.927490] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:44.097493] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:44.278806] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:44.453256] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:44.621297] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:44.786026] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:44.952628] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:45.120742] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:45.298724] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:45.471753] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:45.471911] [INFO ] [CONFIGURE ] EDU: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:36:45.471958] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 691 tests
[2025-10-14T23:36:45.471994] [INFO ] [CONFIGURE ] EDU: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:36:45.472028] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-14T23:36:45.657409] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:45.834886] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:46.012020] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:46.188854] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:46.366753] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:46.544880] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:46.726592] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:46.912350] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:47.107182] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:47.291334] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:47.291540] [INFO ] [CONFIGURE ] EDU: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:36:47.291588] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 690 tests
[2025-10-14T23:36:47.291622] [INFO ] [CONFIGURE ] EDU: Testing feature 28/29: add_volume_profile
[2025-10-14T23:36:47.291687] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-14T23:36:47.457971] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:47.623855] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:47.795111] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:48.002343] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:48.171117] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:36:48.341508] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:48.521442] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:48.701548] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:48.884568] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:49.067617] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:36:49.067838] [INFO ] [CONFIGURE ] EDU: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:36:49.067888] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 689 tests
[2025-10-14T23:36:49.067925] [INFO ] [CONFIGURE ] EDU: Testing feature 29/29: add_vwap
[2025-10-14T23:36:49.067960] [INFO ] [CONFIGURE ] EDU: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-14T23:36:49.248159] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:49.424471] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:36:49.596836] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:36:49.772703] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:49.992226] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:36:50.171736] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:36:50.350168] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:50.528564] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:36:50.706837] [DEBUG] [FORECASTER] EDU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:50.900505] [DEBUG] [FORECASTER] EDU: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:36:50.900744] [INFO ] [CONFIGURE ] EDU: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:36:50.900806] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 688 tests
[2025-10-14T23:36:50.900866] [INFO ] [CONFIGURE ] EDU: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:36:50.900933] [INFO ] [CONFIGURE ] EDU: Best accuracy: 80.00%
[2025-10-14T23:36:50.900985] [INFO ] [CONFIGURE ] EDU: Best feature set (3 features): ['add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-14T23:36:50.901019] [INFO ] [CONFIGURE ] EDU: Improvement over baseline: 20.00%
[2025-10-14T23:36:50.901049] [INFO ] [CONFIGURE ] EDU: Total time: 44.7 seconds
[2025-10-14T23:36:50.901077] [INFO ] [CONFIGURE ] EDU: Average time per feature: 1.6 seconds
[2025-10-14T23:36:50.901107] [INFO ] [CONFIGURE ] EDU: Average speed: 0.65 features/sec
[2025-10-14T23:36:50.901582] [INFO ] [LOCAL     ] Saved configuration for EDU: 3 features, 80.00% accuracy -> ./output/feature-sets/EDU.json
[2025-10-14T23:36:50.901638] [INFO ] [CONFIGURE ] EDU: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:36:50.901824] [INFO ] [sig       ] [73/96] Successfully configured EDU | 0.02 sym/s | Total: 52.5m | ETA: 16.5m
[2025-10-14T23:36:50.901894] [INFO ] [sig       ] [74/96] Configuring EFX...
[2025-10-14T23:36:50.901935] [INFO ] [CONFIGURE ] EFX: Configurate test run.
[2025-10-14T23:36:50.901966] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFX' from 'https://tdm.silogroup.org/data/derivative_storage/EFX.csv'.
[2025-10-14T23:36:50.913365] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFX'.
[2025-10-14T23:36:50.913848] [INFO ] [CONFIGURE ] EFX: Testing with 29 available features
[2025-10-14T23:36:50.913904] [INFO ] [CONFIGURE ] EFX: Establishing baseline with no features...
[2025-10-14T23:36:51.030868] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:51.146513] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:51.262573] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:51.372996] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:51.485176] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:36:51.604565] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:51.720551] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:51.845054] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:36:51.959111] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:52.073275] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:52.073451] [INFO ] [CONFIGURE ] EFX: Baseline score (no features): 70.00%
[2025-10-14T23:36:52.073514] [INFO ] [CONFIGURE ] EFX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:36:52.073551] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:36:52.196419] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:52.325846] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:52.475684] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:52.615726] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:52.750183] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:36:52.882363] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:53.011620] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:53.140851] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:36:53.271228] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:53.398632] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:53.398816] [INFO ] [CONFIGURE ] EFX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:36:53.398862] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 687 tests
[2025-10-14T23:36:53.398896] [INFO ] [CONFIGURE ] EFX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:36:53.398926] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:36:53.526836] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:53.658916] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:53.794157] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:53.926628] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:54.063768] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:36:54.201578] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:54.343745] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:54.485730] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:36:54.625818] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:54.764979] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:54.765159] [INFO ] [CONFIGURE ] EFX: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T23:36:54.765205] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 686 tests
[2025-10-14T23:36:54.765240] [INFO ] [CONFIGURE ] EFX: Testing feature 3/29: add_daily_returns
[2025-10-14T23:36:54.765272] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_daily_returns']
[2025-10-14T23:36:54.882171] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:55.000285] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:55.117244] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:36:55.233484] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:36:55.347900] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:36:55.467708] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:55.585980] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:55.704326] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:36:55.822109] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:55.940877] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:55.941029] [INFO ] [CONFIGURE ] EFX: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:36:55.941078] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 685 tests
[2025-10-14T23:36:55.941122] [INFO ] [CONFIGURE ] EFX: Testing feature 4/29: add_ema
[2025-10-14T23:36:55.941154] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_ema']
[2025-10-14T23:36:56.074579] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:36:56.203720] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:56.333143] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:36:56.492063] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:56.623239] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:36:56.761528] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:56.897847] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:57.031290] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:36:57.165375] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:57.303672] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:57.303873] [INFO ] [CONFIGURE ] EFX: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:36:57.303938] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 684 tests
[2025-10-14T23:36:57.303977] [INFO ] [CONFIGURE ] EFX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:36:57.304010] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:36:57.443056] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:57.587162] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:36:57.727726] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:36:57.876267] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:58.022633] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:36:58.162808] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:58.302325] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:36:58.443851] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:36:58.589923] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:36:58.729860] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:58.730032] [INFO ] [CONFIGURE ] EFX: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:36:58.730078] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 683 tests
[2025-10-14T23:36:58.730130] [INFO ] [CONFIGURE ] EFX: Testing feature 6/29: add_failed_moves
[2025-10-14T23:36:58.730186] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_failed_moves']
[2025-10-14T23:36:58.851622] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:36:58.974431] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:36:59.099735] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:36:59.227362] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:36:59.346699] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:36:59.467299] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:36:59.587386] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:36:59.709107] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:36:59.852967] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:36:59.975803] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:36:59.975957] [INFO ] [CONFIGURE ] EFX: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:36:59.976019] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 682 tests
[2025-10-14T23:36:59.976056] [INFO ] [CONFIGURE ] EFX: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:36:59.976087] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_lag_shelf']
[2025-10-14T23:37:00.088981] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:00.199699] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:00.310443] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:00.440411] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:00.555176] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:00.668964] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:00.781762] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:00.895446] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:01.010178] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:01.125471] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:01.125663] [INFO ] [CONFIGURE ] EFX: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:37:01.125727] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 681 tests
[2025-10-14T23:37:01.125786] [INFO ] [CONFIGURE ] EFX: Testing feature 8/29: add_macd
[2025-10-14T23:37:01.125819] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:37:01.274366] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:01.420290] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:37:01.570795] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:01.723027] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:01.874191] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:02.025231] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:02.178918] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:02.332765] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:02.509809] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:02.671842] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:02.672061] [INFO ] [CONFIGURE ] EFX: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:37:02.672112] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 680 tests
[2025-10-14T23:37:02.672149] [INFO ] [CONFIGURE ] EFX: Testing feature 9/29: add_mfi
[2025-10-14T23:37:02.672181] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_mfi']
[2025-10-14T23:37:02.810108] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:02.942138] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:03.073280] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:03.203936] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:03.339332] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:03.471098] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:03.600255] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:03.731761] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:03.871681] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:04.006718] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:04.006904] [INFO ] [CONFIGURE ] EFX: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:37:04.006978] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 679 tests
[2025-10-14T23:37:04.007046] [INFO ] [CONFIGURE ] EFX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:37:04.007104] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:37:04.153434] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:04.310573] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:04.466221] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:04.634870] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:04.777270] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:04.917484] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:37:05.058592] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:05.204578] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:05.348566] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:05.495273] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:05.495467] [INFO ] [CONFIGURE ] EFX: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:37:05.495514] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 678 tests
[2025-10-14T23:37:05.495551] [INFO ] [CONFIGURE ] EFX: Testing feature 11/29: add_obv_daily
[2025-10-14T23:37:05.495584] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_obv_daily']
[2025-10-14T23:37:05.648886] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:05.787867] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:05.921507] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:06.057812] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:06.191767] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:06.326021] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:06.449826] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:06.574563] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:06.695973] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:06.817085] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:06.817278] [INFO ] [CONFIGURE ] EFX: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-14T23:37:06.817325] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 677 tests
[2025-10-14T23:37:06.817360] [INFO ] [CONFIGURE ] EFX: Testing feature 12/29: add_obv_interval
[2025-10-14T23:37:06.817392] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_obv_interval']
[2025-10-14T23:37:06.934543] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:07.053902] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:07.171250] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:07.292345] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:07.414474] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:07.536923] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:07.665227] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:07.787155] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:07.910486] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:08.033797] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:08.033965] [INFO ] [CONFIGURE ] EFX: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:37:08.034010] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 676 tests
[2025-10-14T23:37:08.034045] [INFO ] [CONFIGURE ] EFX: Testing feature 13/29: add_opening_strength
[2025-10-14T23:37:08.034077] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:37:08.162941] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:08.290675] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:37:08.418106] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:08.546588] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:08.675558] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:08.804512] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:08.939727] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:09.079090] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:09.229865] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:09.377333] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:09.377498] [INFO ] [CONFIGURE ] EFX: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:37:09.377569] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 675 tests
[2025-10-14T23:37:09.377666] [INFO ] [CONFIGURE ] EFX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:37:09.377727] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:37:09.542356] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:09.699340] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:09.860531] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:10.012414] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:10.166471] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:10.321922] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:10.474863] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:10.627244] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:10.778520] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:10.934210] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:10.934394] [INFO ] [CONFIGURE ] EFX: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:37:10.934471] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 674 tests
[2025-10-14T23:37:10.934519] [INFO ] [CONFIGURE ] EFX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:37:10.934552] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:37:11.060817] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:11.186191] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:11.314748] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:11.441213] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:11.568000] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:11.687454] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:11.804791] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:11.921828] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:12.038525] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:12.155408] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:12.155562] [INFO ] [CONFIGURE ] EFX: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:37:12.155669] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 673 tests
[2025-10-14T23:37:12.155727] [INFO ] [CONFIGURE ] EFX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:37:12.155761] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:37:12.277025] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:12.400309] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:12.523289] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:12.650316] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:12.776776] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:12.914551] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:13.045401] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:13.174717] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:13.304095] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:13.433987] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:13.434158] [INFO ] [CONFIGURE ] EFX: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:37:13.434203] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 672 tests
[2025-10-14T23:37:13.434237] [INFO ] [CONFIGURE ] EFX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:37:13.434268] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:37:13.562688] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:13.690636] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:13.818161] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:13.950715] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:14.080118] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:14.207577] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:14.339618] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:14.463237] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:14.586919] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:14.721059] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:14.721262] [INFO ] [CONFIGURE ] EFX: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:37:14.721311] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 671 tests
[2025-10-14T23:37:14.721346] [INFO ] [CONFIGURE ] EFX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:37:14.721377] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:37:14.831127] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:14.941503] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:15.052157] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:15.162258] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:15.266418] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:15.371362] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:15.480283] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:15.588761] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:15.704555] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:15.818903] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:15.819067] [INFO ] [CONFIGURE ] EFX: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:37:15.819111] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 670 tests
[2025-10-14T23:37:15.819147] [INFO ] [CONFIGURE ] EFX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:37:15.819178] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:37:15.932948] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:16.043294] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:16.154252] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:16.263869] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:16.375114] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:16.490763] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:16.602455] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:16.715414] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:16.828866] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:16.943169] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:16.943308] [INFO ] [CONFIGURE ] EFX: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:37:16.943351] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 669 tests
[2025-10-14T23:37:16.943385] [INFO ] [CONFIGURE ] EFX: Testing feature 20/29: add_price_rejection
[2025-10-14T23:37:16.943415] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_price_rejection']
[2025-10-14T23:37:17.058865] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:17.173272] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:17.291275] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:17.408425] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:17.529099] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:17.648577] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:17.779566] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:17.902674] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:18.021536] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:18.140589] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:18.140773] [INFO ] [CONFIGURE ] EFX: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:37:18.140826] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 668 tests
[2025-10-14T23:37:18.140865] [INFO ] [CONFIGURE ] EFX: Testing feature 21/29: add_range_position
[2025-10-14T23:37:18.140898] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_range_position']
[2025-10-14T23:37:18.271073] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:18.401464] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:18.532623] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:18.663288] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:18.791853] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:18.919483] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:19.054531] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.186799] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.312829] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.437715] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.437879] [INFO ] [CONFIGURE ] EFX: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:37:19.437923] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 667 tests
[2025-10-14T23:37:19.437957] [INFO ] [CONFIGURE ] EFX: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:37:19.437990] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_realized_volatility']
[2025-10-14T23:37:19.573888] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.717274] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:37:19.861319] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:20.009139] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:20.154025] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:20.300382] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:20.447866] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:20.599465] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:20.777861] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:20.930848] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:20.931015] [INFO ] [CONFIGURE ] EFX: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-14T23:37:20.931059] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 666 tests
[2025-10-14T23:37:20.931092] [INFO ] [CONFIGURE ] EFX: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:37:20.931122] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_recent_range_context']
[2025-10-14T23:37:21.052453] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:21.174407] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:21.293257] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:21.412603] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:21.532718] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:21.652784] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:21.781347] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:21.907336] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:22.034659] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:22.164064] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:22.164235] [INFO ] [CONFIGURE ] EFX: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:37:22.164281] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 665 tests
[2025-10-14T23:37:22.164316] [INFO ] [CONFIGURE ] EFX: Testing feature 24/29: add_rsi
[2025-10-14T23:37:22.164348] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:37:22.304503] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:22.442365] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:22.574482] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:22.709320] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:22.843709] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:22.978520] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:23.109726] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:23.240905] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:23.373196] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:23.508267] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:23.508496] [INFO ] [CONFIGURE ] EFX: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:37:23.508551] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 664 tests
[2025-10-14T23:37:23.508588] [INFO ] [CONFIGURE ] EFX: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:37:23.508620] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_tick_distribution']
[2025-10-14T23:37:23.616831] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:23.725328] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:23.837364] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:23.953124] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:24.065931] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:24.174968] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:24.284547] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:24.395074] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:24.505918] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:24.617719] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:24.617874] [INFO ] [CONFIGURE ] EFX: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:37:24.617917] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 663 tests
[2025-10-14T23:37:24.617951] [INFO ] [CONFIGURE ] EFX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:37:24.617982] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:37:24.727903] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:24.851327] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:24.968730] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:25.086956] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:25.206040] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:37:25.320802] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:25.439801] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:25.556408] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:25.673553] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:25.792665] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:25.792834] [INFO ] [CONFIGURE ] EFX: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:37:25.792880] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 662 tests
[2025-10-14T23:37:25.792918] [INFO ] [CONFIGURE ] EFX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:37:25.792951] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:37:25.919028] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:26.043555] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:26.169722] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:26.293744] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:26.417572] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:26.541458] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:26.667210] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:26.817565] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:26.941251] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:27.067399] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:27.067574] [INFO ] [CONFIGURE ] EFX: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:37:27.067620] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 661 tests
[2025-10-14T23:37:27.067687] [INFO ] [CONFIGURE ] EFX: Testing feature 28/29: add_volume_profile
[2025-10-14T23:37:27.067737] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_volume_profile']
[2025-10-14T23:37:27.180200] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:37:27.292777] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:27.406858] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:27.522151] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:27.649458] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:27.774055] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:27.897141] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:28.028236] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:28.166227] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:28.308081] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:28.308276] [INFO ] [CONFIGURE ] EFX: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:37:28.308322] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 660 tests
[2025-10-14T23:37:28.308382] [INFO ] [CONFIGURE ] EFX: Testing feature 29/29: add_vwap
[2025-10-14T23:37:28.308417] [INFO ] [CONFIGURE ] EFX: Testing with features: ['add_vwap']
[2025-10-14T23:37:28.463320] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:37:28.638948] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:37:28.816020] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:28.964225] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:29.109966] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:37:29.238825] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:37:29.367835] [DEBUG] [FORECASTER] EFX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:29.496849] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:37:29.625293] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:37:29.759165] [DEBUG] [FORECASTER] EFX: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:29.759339] [INFO ] [CONFIGURE ] EFX: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:37:29.759386] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 659 tests
[2025-10-14T23:37:29.759422] [INFO ] [CONFIGURE ] EFX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:37:29.759454] [INFO ] [CONFIGURE ] EFX: Best accuracy: 70.00%
[2025-10-14T23:37:29.759485] [INFO ] [CONFIGURE ] EFX: Best feature set (0 features): []
[2025-10-14T23:37:29.759515] [INFO ] [CONFIGURE ] EFX: Improvement over baseline: 0.00%
[2025-10-14T23:37:29.759544] [INFO ] [CONFIGURE ] EFX: Total time: 37.7 seconds
[2025-10-14T23:37:29.759572] [INFO ] [CONFIGURE ] EFX: Average time per feature: 1.3 seconds
[2025-10-14T23:37:29.759600] [INFO ] [CONFIGURE ] EFX: Average speed: 0.77 features/sec
[2025-10-14T23:37:29.760026] [INFO ] [LOCAL     ] Saved configuration for EFX: 0 features, 70.00% accuracy -> ./output/feature-sets/EFX.json
[2025-10-14T23:37:29.760083] [INFO ] [CONFIGURE ] EFX: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-14T23:37:29.760154] [INFO ] [sig       ] [74/96] Successfully configured EFX | 0.02 sym/s | Total: 53.1m | ETA: 15.8m
[2025-10-14T23:37:29.760226] [INFO ] [sig       ] [75/96] Configuring EGY...
[2025-10-14T23:37:29.760267] [INFO ] [CONFIGURE ] EGY: Configurate test run.
[2025-10-14T23:37:29.760300] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGY' from 'https://tdm.silogroup.org/data/derivative_storage/EGY.csv'.
[2025-10-14T23:37:29.776284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGY'.
[2025-10-14T23:37:29.777184] [INFO ] [CONFIGURE ] EGY: Testing with 29 available features
[2025-10-14T23:37:29.777263] [INFO ] [CONFIGURE ] EGY: Establishing baseline with no features...
[2025-10-14T23:37:29.923457] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:30.054213] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:30.172196] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:30.286804] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:30.401192] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:30.523410] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:30.641370] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:30.757722] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:30.881370] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:31.004519] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:31.004789] [INFO ] [CONFIGURE ] EGY: Baseline score (no features): 80.00%
[2025-10-14T23:37:31.004852] [INFO ] [CONFIGURE ] EGY: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:37:31.004891] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:37:31.138671] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:31.276196] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:31.413792] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:31.547232] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:31.682418] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:37:31.808058] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:31.926827] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:32.056157] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:32.186350] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:32.333530] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:32.333739] [INFO ] [CONFIGURE ] EGY: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:37:32.333796] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 658 tests
[2025-10-14T23:37:32.333832] [INFO ] [CONFIGURE ] EGY: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:37:32.333864] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:37:32.462111] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:32.591535] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:32.722257] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:32.893719] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:33.033412] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:33.174354] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:33.305851] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:33.430497] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:33.559830] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:33.687720] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:33.687897] [INFO ] [CONFIGURE ] EGY: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:37:33.687940] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 657 tests
[2025-10-14T23:37:33.687974] [INFO ] [CONFIGURE ] EGY: Testing feature 3/29: add_daily_returns
[2025-10-14T23:37:33.688025] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_daily_returns']
[2025-10-14T23:37:33.796796] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:33.906589] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.008845] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:34.112306] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:34.218968] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.325502] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.430668] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.541055] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.654770] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:34.767118] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:34.767270] [INFO ] [CONFIGURE ] EGY: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:37:34.767320] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 656 tests
[2025-10-14T23:37:34.767361] [INFO ] [CONFIGURE ] EGY: Testing feature 4/29: add_ema
[2025-10-14T23:37:34.767398] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_ema']
[2025-10-14T23:37:34.904096] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:35.034938] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:35.155723] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:35.275533] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:35.398086] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:37:35.526597] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:35.649379] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:35.772491] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:35.924428] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:36.053419] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:36.053616] [INFO ] [CONFIGURE ] EGY: DISCARDED add_ema (score: 80.00%)
[2025-10-14T23:37:36.053695] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 655 tests
[2025-10-14T23:37:36.053744] [INFO ] [CONFIGURE ] EGY: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:37:36.053778] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:37:36.184533] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:36.313064] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:36.442363] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:36.577882] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:36.712750] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:36.850454] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:36.996862] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:37.144406] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:37.276448] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:37.405587] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:37.405839] [INFO ] [CONFIGURE ] EGY: DISCARDED add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:37:37.405907] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 654 tests
[2025-10-14T23:37:37.405946] [INFO ] [CONFIGURE ] EGY: Testing feature 6/29: add_failed_moves
[2025-10-14T23:37:37.405979] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_failed_moves']
[2025-10-14T23:37:37.515546] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:37.635411] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:37.748671] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:37.860470] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:37.971330] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.091954] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.206163] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.318931] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.433600] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.559071] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.559229] [INFO ] [CONFIGURE ] EGY: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:37:38.559272] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 653 tests
[2025-10-14T23:37:38.559306] [INFO ] [CONFIGURE ] EGY: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:37:38.559338] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_lag_shelf']
[2025-10-14T23:37:38.665967] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:38.768397] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:38.869783] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:38.974787] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:39.085388] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.221227] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.324922] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.428453] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.536511] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.643728] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:39.643877] [INFO ] [CONFIGURE ] EGY: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:37:39.643920] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 652 tests
[2025-10-14T23:37:39.643954] [INFO ] [CONFIGURE ] EGY: Testing feature 8/29: add_macd
[2025-10-14T23:37:39.643986] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:37:39.790931] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:39.939883] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:40.087038] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:40.239137] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:40.382629] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:40.530359] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:40.680672] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:40.826853] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:40.976231] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:41.122084] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:41.122297] [INFO ] [CONFIGURE ] EGY: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:37:41.122362] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 651 tests
[2025-10-14T23:37:41.122401] [INFO ] [CONFIGURE ] EGY: Testing feature 9/29: add_mfi
[2025-10-14T23:37:41.122434] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_mfi']
[2025-10-14T23:37:41.252990] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:41.365110] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:41.482323] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:41.600866] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:41.724361] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:41.845084] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:41.996586] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:42.115254] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:42.240332] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:42.360408] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:42.360558] [INFO ] [CONFIGURE ] EGY: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:37:42.360603] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 650 tests
[2025-10-14T23:37:42.360639] [INFO ] [CONFIGURE ] EGY: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:37:42.360719] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:37:42.492083] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:42.628716] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:42.767303] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:42.902060] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:43.033027] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:43.169566] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:43.310244] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:43.446853] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:43.586149] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:43.724725] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:43.724908] [INFO ] [CONFIGURE ] EGY: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:37:43.724970] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 649 tests
[2025-10-14T23:37:43.725015] [INFO ] [CONFIGURE ] EGY: Testing feature 11/29: add_obv_daily
[2025-10-14T23:37:43.725046] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_obv_daily']
[2025-10-14T23:37:43.837181] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:43.949118] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.063093] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:44.180529] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:44.309596] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.436463] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.554730] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.670323] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.788456] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:44.903255] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:44.903407] [INFO ] [CONFIGURE ] EGY: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-14T23:37:44.903452] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 648 tests
[2025-10-14T23:37:44.903487] [INFO ] [CONFIGURE ] EGY: Testing feature 12/29: add_obv_interval
[2025-10-14T23:37:44.903518] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_obv_interval']
[2025-10-14T23:37:45.032385] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:37:45.147567] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:45.261744] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:45.380283] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:37:45.494469] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:37:45.609033] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:45.722121] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:37:45.837130] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:45.948431] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:46.060492] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:46.060677] [INFO ] [CONFIGURE ] EGY: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-14T23:37:46.060738] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 647 tests
[2025-10-14T23:37:46.060799] [INFO ] [CONFIGURE ] EGY: Testing feature 13/29: add_opening_strength
[2025-10-14T23:37:46.060892] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:37:46.178143] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:46.301215] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:46.421921] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:46.542262] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:46.662672] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:46.781554] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:46.927377] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:47.076963] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:47.195893] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:47.314968] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:47.315124] [INFO ] [CONFIGURE ] EGY: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:37:47.315167] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 646 tests
[2025-10-14T23:37:47.315202] [INFO ] [CONFIGURE ] EGY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:37:47.315255] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:37:47.454133] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:47.593402] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:47.742881] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:47.885026] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:48.056436] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.206390] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.352475] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.478090] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.602496] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.733249] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:48.733483] [INFO ] [CONFIGURE ] EGY: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:37:48.733535] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 645 tests
[2025-10-14T23:37:48.733571] [INFO ] [CONFIGURE ] EGY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:37:48.733604] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:37:48.841363] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:48.944929] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.048022] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:49.150941] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:49.260752] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.373469] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.484807] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.599942] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.710787] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.820031] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:49.820186] [INFO ] [CONFIGURE ] EGY: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:37:49.820230] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 644 tests
[2025-10-14T23:37:49.820264] [INFO ] [CONFIGURE ] EGY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:37:49.820295] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:37:49.933334] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:50.047021] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:50.158981] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:50.271120] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:50.384186] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:50.499213] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:50.619921] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:50.743668] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:50.867183] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:50.985093] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:50.985237] [INFO ] [CONFIGURE ] EGY: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:37:50.985282] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 643 tests
[2025-10-14T23:37:50.985316] [INFO ] [CONFIGURE ] EGY: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:37:50.985348] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:37:51.105209] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:51.228542] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:51.348898] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:51.465443] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:51.582286] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:51.700569] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:51.818742] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:51.935810] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.054726] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.174351] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.174550] [INFO ] [CONFIGURE ] EGY: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:37:52.174679] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 642 tests
[2025-10-14T23:37:52.174733] [INFO ] [CONFIGURE ] EGY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:37:52.174768] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:37:52.278301] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:52.388861] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.498304] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:52.616111] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:52.735533] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.853172] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:52.963154] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.073369] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.184372] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.296342] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.296491] [INFO ] [CONFIGURE ] EGY: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:37:53.296534] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 641 tests
[2025-10-14T23:37:53.296568] [INFO ] [CONFIGURE ] EGY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:37:53.296599] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:37:53.405955] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:53.516323] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.625513] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:53.737840] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:53.846876] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:53.957591] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.114184] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.234276] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.351862] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.470408] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.470589] [INFO ] [CONFIGURE ] EGY: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:37:54.470635] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 640 tests
[2025-10-14T23:37:54.470711] [INFO ] [CONFIGURE ] EGY: Testing feature 20/29: add_price_rejection
[2025-10-14T23:37:54.470750] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_price_rejection']
[2025-10-14T23:37:54.592057] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:54.711043] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:54.834240] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:37:54.954827] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:55.076546] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:55.200988] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:37:55.322600] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:55.445417] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:55.569569] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:55.692387] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:55.692538] [INFO ] [CONFIGURE ] EGY: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:37:55.692581] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 639 tests
[2025-10-14T23:37:55.692615] [INFO ] [CONFIGURE ] EGY: Testing feature 21/29: add_range_position
[2025-10-14T23:37:55.692670] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position']
[2025-10-14T23:37:55.825114] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:55.954236] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:56.084540] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:56.213614] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:56.344136] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:37:56.475678] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:56.609820] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:56.750592] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:56.886380] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:57.021920] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:37:57.022079] [INFO ] [CONFIGURE ] EGY: KEPT add_range_position (score: 90.00%)
[2025-10-14T23:37:57.022123] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 638 tests
[2025-10-14T23:37:57.022176] [INFO ] [CONFIGURE ] EGY: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:37:57.022208] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_realized_volatility']
[2025-10-14T23:37:57.197155] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:37:57.366992] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:57.537364] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:57.708754] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:57.887260] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:37:58.061876] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:58.230071] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:58.396864] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:37:58.562177] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:37:58.731386] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:37:58.731701] [INFO ] [CONFIGURE ] EGY: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:37:58.731763] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 637 tests
[2025-10-14T23:37:58.731800] [INFO ] [CONFIGURE ] EGY: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:37:58.731831] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_recent_range_context']
[2025-10-14T23:37:58.874992] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:37:59.018351] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:37:59.161001] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:37:59.307321] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:37:59.452582] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:37:59.594609] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:37:59.735802] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:37:59.883028] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:00.027360] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:00.215345] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:00.215517] [INFO ] [CONFIGURE ] EGY: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:38:00.215561] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 636 tests
[2025-10-14T23:38:00.215596] [INFO ] [CONFIGURE ] EGY: Testing feature 24/29: add_rsi
[2025-10-14T23:38:00.215628] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_ema', 'add_rsi']
[2025-10-14T23:38:00.368403] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:00.540854] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:00.708703] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:00.871611] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:01.034471] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.207144] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.377100] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.541588] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.710327] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.892723] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:01.892894] [INFO ] [CONFIGURE ] EGY: DISCARDED add_rsi (score: 90.00%)
[2025-10-14T23:38:01.892941] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 635 tests
[2025-10-14T23:38:01.892977] [INFO ] [CONFIGURE ] EGY: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:38:01.893011] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_tick_distribution']
[2025-10-14T23:38:02.040628] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:02.180065] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:02.319161] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:02.457602] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:02.607316] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:02.749033] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:02.890268] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:03.031309] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:03.181178] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:03.327708] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:03.327872] [INFO ] [CONFIGURE ] EGY: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:38:03.327931] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 634 tests
[2025-10-14T23:38:03.327991] [INFO ] [CONFIGURE ] EGY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:38:03.328060] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_volume_momentum_confirmation']
[2025-10-14T23:38:03.471951] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:03.613849] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:03.760533] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:03.908996] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:04.054866] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:04.206059] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:04.363137] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:04.515381] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:04.664592] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:04.819369] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:04.819532] [INFO ] [CONFIGURE ] EGY: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-14T23:38:04.819577] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 633 tests
[2025-10-14T23:38:04.819613] [INFO ] [CONFIGURE ] EGY: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:38:04.819669] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_volume_price_divergence']
[2025-10-14T23:38:04.977462] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:05.140041] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:05.299033] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:05.463464] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:05.638889] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:05.808916] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:05.960390] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:06.111344] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:06.303338] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:06.460225] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:06.460424] [INFO ] [CONFIGURE ] EGY: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:38:06.460486] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 632 tests
[2025-10-14T23:38:06.460537] [INFO ] [CONFIGURE ] EGY: Testing feature 28/29: add_volume_profile
[2025-10-14T23:38:06.460594] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_volume_profile']
[2025-10-14T23:38:06.599992] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:06.742350] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:06.884518] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:07.033550] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:07.177593] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:38:07.329988] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:07.473894] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:07.627985] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:07.771341] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:07.915509] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:07.915712] [INFO ] [CONFIGURE ] EGY: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:38:07.915770] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 631 tests
[2025-10-14T23:38:07.915808] [INFO ] [CONFIGURE ] EGY: Testing feature 29/29: add_vwap
[2025-10-14T23:38:07.915840] [INFO ] [CONFIGURE ] EGY: Testing with features: ['add_range_position', 'add_vwap']
[2025-10-14T23:38:08.059292] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:08.206606] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:38:08.349922] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:38:08.496118] [DEBUG] [FORECASTER] EGY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:38:08.655304] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:08.817543] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:38:08.968144] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.118891] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.279013] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.430676] [DEBUG] [FORECASTER] EGY: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.430897] [INFO ] [CONFIGURE ] EGY: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:38:09.430961] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 630 tests
[2025-10-14T23:38:09.431001] [INFO ] [CONFIGURE ] EGY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:38:09.431033] [INFO ] [CONFIGURE ] EGY: Best accuracy: 90.00%
[2025-10-14T23:38:09.431075] [INFO ] [CONFIGURE ] EGY: Best feature set (1 features): ['add_range_position']
[2025-10-14T23:38:09.431132] [INFO ] [CONFIGURE ] EGY: Improvement over baseline: 10.00%
[2025-10-14T23:38:09.431166] [INFO ] [CONFIGURE ] EGY: Total time: 38.4 seconds
[2025-10-14T23:38:09.431194] [INFO ] [CONFIGURE ] EGY: Average time per feature: 1.3 seconds
[2025-10-14T23:38:09.431223] [INFO ] [CONFIGURE ] EGY: Average speed: 0.75 features/sec
[2025-10-14T23:38:09.431771] [INFO ] [LOCAL     ] Saved configuration for EGY: 1 features, 90.00% accuracy -> ./output/feature-sets/EGY.json
[2025-10-14T23:38:09.431826] [INFO ] [CONFIGURE ] EGY: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-14T23:38:09.431892] [INFO ] [sig       ] [75/96] Successfully configured EGY | 0.02 sym/s | Total: 53.8m | ETA: 15.1m
[2025-10-14T23:38:09.431960] [INFO ] [sig       ] [76/96] Configuring EMD...
[2025-10-14T23:38:09.431998] [INFO ] [CONFIGURE ] EMD: Configurate test run.
[2025-10-14T23:38:09.432029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMD' from 'https://tdm.silogroup.org/data/derivative_storage/EMD.csv'.
[2025-10-14T23:38:09.445120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMD'.
[2025-10-14T23:38:09.445498] [INFO ] [CONFIGURE ] EMD: Testing with 29 available features
[2025-10-14T23:38:09.445554] [INFO ] [CONFIGURE ] EMD: Establishing baseline with no features...
[2025-10-14T23:38:09.550812] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:09.656487] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:09.763118] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.868558] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:09.975287] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:38:10.083014] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:10.192061] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:10.294261] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:10.396669] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:10.504911] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:10.505038] [INFO ] [CONFIGURE ] EMD: Baseline score (no features): 70.00%
[2025-10-14T23:38:10.505081] [INFO ] [CONFIGURE ] EMD: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:38:10.505113] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:38:10.620440] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:10.734045] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:10.845046] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:10.957085] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:11.068717] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:38:11.185224] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:11.299527] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:11.413192] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:11.527381] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:11.642459] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:11.642598] [INFO ] [CONFIGURE ] EMD: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-14T23:38:11.642660] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 629 tests
[2025-10-14T23:38:11.642719] [INFO ] [CONFIGURE ] EMD: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:38:11.642753] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:38:11.759314] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:11.882497] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:11.999399] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:12.117723] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:12.240162] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:12.368606] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:12.500934] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:12.628285] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:12.751628] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:12.871991] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:12.872133] [INFO ] [CONFIGURE ] EMD: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T23:38:12.872176] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 628 tests
[2025-10-14T23:38:12.872209] [INFO ] [CONFIGURE ] EMD: Testing feature 3/29: add_daily_returns
[2025-10-14T23:38:12.872239] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_daily_returns']
[2025-10-14T23:38:12.976013] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:13.084325] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:13.189227] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:13.294240] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:13.400621] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:13.504278] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:13.608257] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:13.716707] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:13.823184] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:13.929798] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:13.929937] [INFO ] [CONFIGURE ] EMD: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:38:13.929999] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 627 tests
[2025-10-14T23:38:13.930036] [INFO ] [CONFIGURE ] EMD: Testing feature 4/29: add_ema
[2025-10-14T23:38:13.930067] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_ema']
[2025-10-14T23:38:14.049130] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:14.170991] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:14.292840] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:14.421960] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:14.551600] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:14.672156] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:14.802767] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:14.933685] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:15.066338] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:15.205377] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:15.205603] [INFO ] [CONFIGURE ] EMD: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:38:15.205688] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 626 tests
[2025-10-14T23:38:15.205742] [INFO ] [CONFIGURE ] EMD: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:38:15.205778] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:38:15.367260] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:15.502068] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:15.628187] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:15.753378] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:15.880183] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:16.005243] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:16.133598] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:16.262522] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:16.391368] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:16.522438] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:16.522596] [INFO ] [CONFIGURE ] EMD: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:38:16.522660] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 625 tests
[2025-10-14T23:38:16.522720] [INFO ] [CONFIGURE ] EMD: Testing feature 6/29: add_failed_moves
[2025-10-14T23:38:16.522756] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:38:16.656614] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:16.791567] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:16.927779] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:17.064569] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:17.201146] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:17.345142] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:17.484236] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:17.623481] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:17.763819] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:17.904377] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:17.904605] [INFO ] [CONFIGURE ] EMD: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:38:17.904690] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 624 tests
[2025-10-14T23:38:17.904742] [INFO ] [CONFIGURE ] EMD: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:38:17.904777] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:38:18.033358] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:18.163486] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:18.293820] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:18.452396] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:18.582766] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:18.715330] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:18.844762] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:18.974426] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:19.105259] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:19.236130] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:19.236280] [INFO ] [CONFIGURE ] EMD: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:38:19.236323] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 623 tests
[2025-10-14T23:38:19.236358] [INFO ] [CONFIGURE ] EMD: Testing feature 8/29: add_macd
[2025-10-14T23:38:19.236390] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:38:19.386595] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:19.538352] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:38:19.688022] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:19.839371] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:19.991477] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:20.143007] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:20.294560] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:20.448903] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:20.604861] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:20.765805] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:20.766051] [INFO ] [CONFIGURE ] EMD: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:38:20.766105] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 622 tests
[2025-10-14T23:38:20.766141] [INFO ] [CONFIGURE ] EMD: Testing feature 9/29: add_mfi
[2025-10-14T23:38:20.766172] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:38:20.925954] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:21.091750] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:21.306590] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:21.519953] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:21.744065] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:21.929697] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:22.083894] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:22.231411] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:22.375627] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:22.516169] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:22.516310] [INFO ] [CONFIGURE ] EMD: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:38:22.516354] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 621 tests
[2025-10-14T23:38:22.516390] [INFO ] [CONFIGURE ] EMD: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:38:22.516427] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:38:22.667790] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:22.819299] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:22.970966] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:23.122806] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:23.275084] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:23.428500] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:23.583179] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:23.738341] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:23.893964] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:24.050314] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:24.050453] [INFO ] [CONFIGURE ] EMD: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:38:24.050497] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 620 tests
[2025-10-14T23:38:24.050531] [INFO ] [CONFIGURE ] EMD: Testing feature 11/29: add_obv_daily
[2025-10-14T23:38:24.050561] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:38:24.187867] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:24.322508] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:24.456566] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:24.589890] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:24.724244] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:24.859461] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:24.995091] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:25.130528] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:25.267024] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:25.406896] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:25.407061] [INFO ] [CONFIGURE ] EMD: KEPT add_obv_daily (score: 90.00%)
[2025-10-14T23:38:25.407115] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 619 tests
[2025-10-14T23:38:25.407150] [INFO ] [CONFIGURE ] EMD: Testing feature 12/29: add_obv_interval
[2025-10-14T23:38:25.407215] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:38:25.550417] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:25.693063] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:25.834145] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:25.976277] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:26.119802] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:26.263281] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:26.406238] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:26.549842] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:26.697330] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:26.841365] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:26.841499] [INFO ] [CONFIGURE ] EMD: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-14T23:38:26.841545] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 618 tests
[2025-10-14T23:38:26.841582] [INFO ] [CONFIGURE ] EMD: Testing feature 13/29: add_opening_strength
[2025-10-14T23:38:26.841613] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:38:26.991028] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:27.142038] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:27.295889] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:27.453323] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:27.608244] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:38:27.762827] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:27.921430] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:28.076207] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:28.230339] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:28.385296] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:28.385458] [INFO ] [CONFIGURE ] EMD: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-14T23:38:28.385503] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 617 tests
[2025-10-14T23:38:28.385538] [INFO ] [CONFIGURE ] EMD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:38:28.385571] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:38:28.538350] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:28.692874] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:28.846249] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:29.001040] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:29.161484] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:38:29.323819] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:29.483721] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:29.645912] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:29.812505] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:29.970730] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:29.970900] [INFO ] [CONFIGURE ] EMD: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:38:29.970947] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 616 tests
[2025-10-14T23:38:29.970984] [INFO ] [CONFIGURE ] EMD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:38:29.971018] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:38:30.118948] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:30.264833] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:30.410971] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:30.587413] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:30.737124] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:30.888851] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:31.033433] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:31.185081] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:31.331848] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:31.484567] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:31.485005] [INFO ] [CONFIGURE ] EMD: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:38:31.485081] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 615 tests
[2025-10-14T23:38:31.485127] [INFO ] [CONFIGURE ] EMD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:38:31.485161] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:38:31.637461] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:31.796104] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:38:31.959974] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:32.114839] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:32.266594] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:32.420513] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:32.574410] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:32.733342] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:32.895012] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:33.057575] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:33.057811] [INFO ] [CONFIGURE ] EMD: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:38:33.057893] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 614 tests
[2025-10-14T23:38:33.057974] [INFO ] [CONFIGURE ] EMD: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:38:33.058073] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:38:33.219870] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:33.379059] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:33.534727] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:33.691314] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:33.840980] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:33.997700] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:34.152589] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:34.308171] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:34.459794] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:34.613781] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:34.613958] [INFO ] [CONFIGURE ] EMD: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:38:34.614003] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 613 tests
[2025-10-14T23:38:34.614037] [INFO ] [CONFIGURE ] EMD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:38:34.614069] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:38:34.754612] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:34.900393] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:35.047791] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:35.195369] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:35.344013] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:35.502375] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:35.657790] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:35.807101] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:35.956746] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:36.108190] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:36.108382] [INFO ] [CONFIGURE ] EMD: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:38:36.108427] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 612 tests
[2025-10-14T23:38:36.108464] [INFO ] [CONFIGURE ] EMD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:38:36.108496] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:38:36.254517] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:36.407623] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:36.562417] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:36.736283] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:36.883882] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:37.029184] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:37.177408] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:37.325139] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:37.473668] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:37.624490] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:37.624689] [INFO ] [CONFIGURE ] EMD: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:38:37.624751] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 611 tests
[2025-10-14T23:38:37.624788] [INFO ] [CONFIGURE ] EMD: Testing feature 20/29: add_price_rejection
[2025-10-14T23:38:37.624819] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:38:37.777661] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:37.932460] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:38:38.111493] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:38.271519] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:38.430391] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:38.588526] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:38.752062] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:38.903996] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:39.060145] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:39.215531] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:39.215718] [INFO ] [CONFIGURE ] EMD: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:38:39.215776] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 610 tests
[2025-10-14T23:38:39.215814] [INFO ] [CONFIGURE ] EMD: Testing feature 21/29: add_range_position
[2025-10-14T23:38:39.215897] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:38:39.379474] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:39.538945] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:39.706828] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:39.879393] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:40.048977] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:40.223512] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:40.383422] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:40.560127] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:40.734055] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:40.926518] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:40.926745] [INFO ] [CONFIGURE ] EMD: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:38:40.926807] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 609 tests
[2025-10-14T23:38:40.926846] [INFO ] [CONFIGURE ] EMD: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:38:40.926881] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:38:41.118857] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:41.301007] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:41.481341] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:41.680374] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:41.883529] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:42.074239] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:42.251603] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:42.430976] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:42.605177] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:42.781555] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:42.781741] [INFO ] [CONFIGURE ] EMD: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:38:42.781807] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 608 tests
[2025-10-14T23:38:42.781845] [INFO ] [CONFIGURE ] EMD: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:38:42.781877] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:38:42.928798] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:43.065119] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:43.204125] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:43.345909] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:43.499059] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:43.656214] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:43.804045] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:43.955804] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:44.108571] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:44.261630] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:44.261833] [INFO ] [CONFIGURE ] EMD: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-14T23:38:44.261895] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 607 tests
[2025-10-14T23:38:44.261933] [INFO ] [CONFIGURE ] EMD: Testing feature 24/29: add_rsi
[2025-10-14T23:38:44.261970] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:38:44.436738] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:44.611420] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:44.783343] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:44.962196] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:45.140128] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:45.321671] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:45.493493] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:45.662258] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:45.839786] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:46.016565] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:46.016741] [INFO ] [CONFIGURE ] EMD: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:38:46.016795] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 606 tests
[2025-10-14T23:38:46.016830] [INFO ] [CONFIGURE ] EMD: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:38:46.016862] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:38:46.173072] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:46.325002] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:38:46.475707] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:46.626574] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:46.778349] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:46.934312] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:47.095637] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:47.250815] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:47.413215] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:47.569358] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:38:47.569516] [INFO ] [CONFIGURE ] EMD: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-14T23:38:47.569563] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 605 tests
[2025-10-14T23:38:47.569598] [INFO ] [CONFIGURE ] EMD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:38:47.569630] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:38:47.725065] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:47.876889] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:48.033025] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:48.189020] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:48.348675] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:38:48.507116] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:48.660852] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:48.820473] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:48.978148] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:49.139892] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:49.140056] [INFO ] [CONFIGURE ] EMD: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:38:49.140110] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 604 tests
[2025-10-14T23:38:49.140152] [INFO ] [CONFIGURE ] EMD: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:38:49.140190] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:38:49.308868] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:49.476494] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:49.645562] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:49.821173] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:38:49.990011] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:50.163106] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:50.336259] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:38:50.509155] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:50.676608] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:50.846515] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:50.846747] [INFO ] [CONFIGURE ] EMD: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:38:50.846806] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 603 tests
[2025-10-14T23:38:50.846842] [INFO ] [CONFIGURE ] EMD: Testing feature 28/29: add_volume_profile
[2025-10-14T23:38:50.846875] [INFO ] [CONFIGURE ] EMD: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:38:51.012296] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:51.165615] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:51.319369] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:38:51.475286] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:51.638100] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:38:51.796569] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:51.957072] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:52.117997] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:52.289679] [DEBUG] [FORECASTER] EMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:52.451555] [DEBUG] [FORECASTER] EMD: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:38:52.451760] [INFO ] [CONFIGURE ] EMD: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-14T23:38:52.451825] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 602 tests
[2025-10-14T23:38:52.451867] [INFO ] [CONFIGURE ] EMD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:38:52.451901] [INFO ] [CONFIGURE ] EMD: Best accuracy: 90.00%
[2025-10-14T23:38:52.451933] [INFO ] [CONFIGURE ] EMD: Best feature set (3 features): ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:38:52.451964] [INFO ] [CONFIGURE ] EMD: Improvement over baseline: 20.00%
[2025-10-14T23:38:52.451992] [INFO ] [CONFIGURE ] EMD: Total time: 41.9 seconds
[2025-10-14T23:38:52.452020] [INFO ] [CONFIGURE ] EMD: Average time per feature: 1.5 seconds
[2025-10-14T23:38:52.452048] [INFO ] [CONFIGURE ] EMD: Average speed: 0.69 features/sec
[2025-10-14T23:38:52.452539] [INFO ] [LOCAL     ] Saved configuration for EMD: 3 features, 90.00% accuracy -> ./output/feature-sets/EMD.json
[2025-10-14T23:38:52.452595] [INFO ] [CONFIGURE ] EMD: Configuration saved successfully: 3 features, 90.00% accuracy.
[2025-10-14T23:38:52.452692] [INFO ] [sig       ] [76/96] Successfully configured EMD | 0.02 sym/s | Total: 54.5m | ETA: 14.3m
[2025-10-14T23:38:52.452763] [INFO ] [sig       ] [77/96] Configuring EMR...
[2025-10-14T23:38:52.452802] [INFO ] [CONFIGURE ] EMR: Configurate test run.
[2025-10-14T23:38:52.452831] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMR' from 'https://tdm.silogroup.org/data/derivative_storage/EMR.csv'.
[2025-10-14T23:38:52.466925] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMR'.
[2025-10-14T23:38:52.467361] [INFO ] [CONFIGURE ] EMR: Testing with 29 available features
[2025-10-14T23:38:52.467416] [INFO ] [CONFIGURE ] EMR: Establishing baseline with no features...
[2025-10-14T23:38:52.578580] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:52.686631] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:52.793892] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:52.903130] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:53.013594] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:53.121698] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:38:53.232632] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:53.341813] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:38:53.457632] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:53.569937] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:38:53.570078] [INFO ] [CONFIGURE ] EMR: Baseline score (no features): 80.00%
[2025-10-14T23:38:53.570122] [INFO ] [CONFIGURE ] EMR: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:38:53.570157] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:38:53.691608] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:53.813308] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:53.935174] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:38:54.056503] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:54.182225] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:54.311890] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:38:54.438314] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:54.564856] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:38:54.692135] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:54.816908] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:38:54.817064] [INFO ] [CONFIGURE ] EMR: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:38:54.817107] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 601 tests
[2025-10-14T23:38:54.817141] [INFO ] [CONFIGURE ] EMR: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:38:54.817171] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:38:54.944192] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:38:55.071836] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:55.200101] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:38:55.328369] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:55.457827] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:55.590326] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:38:55.720717] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:55.855464] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:38:55.987473] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:56.118510] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:38:56.118689] [INFO ] [CONFIGURE ] EMR: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:38:56.118751] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 600 tests
[2025-10-14T23:38:56.118788] [INFO ] [CONFIGURE ] EMR: Testing feature 3/29: add_daily_returns
[2025-10-14T23:38:56.118820] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_daily_returns']
[2025-10-14T23:38:56.225927] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:56.333729] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:56.441470] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:38:56.549581] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:56.663788] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:56.778517] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:56.897284] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:57.017664] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:38:57.140841] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:38:57.260702] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:38:57.260884] [INFO ] [CONFIGURE ] EMR: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:38:57.260947] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 599 tests
[2025-10-14T23:38:57.260985] [INFO ] [CONFIGURE ] EMR: Testing feature 4/29: add_ema
[2025-10-14T23:38:57.261017] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_ema']
[2025-10-14T23:38:57.389391] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:57.517927] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:57.657824] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:38:57.825128] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:57.959192] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:58.092716] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:38:58.224558] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:58.362387] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:38:58.496700] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:38:58.632727] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:38:58.632904] [INFO ] [CONFIGURE ] EMR: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:38:58.632950] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 598 tests
[2025-10-14T23:38:58.632985] [INFO ] [CONFIGURE ] EMR: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:38:58.633017] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:38:58.767842] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:38:58.903185] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:38:59.038890] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:38:59.173659] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:38:59.313797] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:38:59.449166] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:38:59.593343] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:38:59.730564] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:38:59.867990] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:00.006174] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:00.006349] [INFO ] [CONFIGURE ] EMR: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:39:00.006393] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 597 tests
[2025-10-14T23:39:00.006432] [INFO ] [CONFIGURE ] EMR: Testing feature 6/29: add_failed_moves
[2025-10-14T23:39:00.006465] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_failed_moves']
[2025-10-14T23:39:00.123413] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:00.240043] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:00.357891] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:00.480341] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:00.597618] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:00.719828] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:00.859864] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:00.975264] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:01.090830] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:01.206961] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:01.207107] [INFO ] [CONFIGURE ] EMR: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:39:01.207150] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 596 tests
[2025-10-14T23:39:01.207183] [INFO ] [CONFIGURE ] EMR: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:39:01.207213] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_lag_shelf']
[2025-10-14T23:39:01.311604] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:01.417234] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:01.522085] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:01.629186] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:01.736562] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:01.847170] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:01.954010] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:02.060255] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:02.164021] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:02.268456] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:02.268687] [INFO ] [CONFIGURE ] EMR: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:39:02.268818] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 595 tests
[2025-10-14T23:39:02.268872] [INFO ] [CONFIGURE ] EMR: Testing feature 8/29: add_macd
[2025-10-14T23:39:02.268907] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:39:02.409220] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:02.548103] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:02.693427] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:02.835613] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:39:02.976605] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:03.119969] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:03.261228] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:03.403173] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:03.546200] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:03.691173] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:03.691354] [INFO ] [CONFIGURE ] EMR: DISCARDED add_macd (score: 80.00%)
[2025-10-14T23:39:03.691401] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 594 tests
[2025-10-14T23:39:03.691436] [INFO ] [CONFIGURE ] EMR: Testing feature 9/29: add_mfi
[2025-10-14T23:39:03.691469] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi']
[2025-10-14T23:39:03.809378] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:03.927261] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:04.045809] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:04.169923] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:04.299579] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:04.424214] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:04.551665] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:04.679068] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:04.807462] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:04.936800] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:04.936981] [INFO ] [CONFIGURE ] EMR: KEPT add_mfi (score: 90.00%)
[2025-10-14T23:39:04.937024] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 593 tests
[2025-10-14T23:39:04.937059] [INFO ] [CONFIGURE ] EMR: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:39:04.937092] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:39:05.093569] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:05.241731] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:05.387474] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:05.534470] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:05.683405] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:05.842723] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:06.004381] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:06.179290] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:06.350738] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:06.514075] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:06.514222] [INFO ] [CONFIGURE ] EMR: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:39:06.514267] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 592 tests
[2025-10-14T23:39:06.514304] [INFO ] [CONFIGURE ] EMR: Testing feature 11/29: add_obv_daily
[2025-10-14T23:39:06.514337] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_obv_daily']
[2025-10-14T23:39:06.649171] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:39:06.781851] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:06.923477] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:07.053346] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:07.182959] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:07.313592] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:07.444540] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:07.576093] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:07.706416] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:07.840977] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:07.841160] [INFO ] [CONFIGURE ] EMR: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:39:07.841205] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 591 tests
[2025-10-14T23:39:07.841241] [INFO ] [CONFIGURE ] EMR: Testing feature 12/29: add_obv_interval
[2025-10-14T23:39:07.841274] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_obv_interval']
[2025-10-14T23:39:07.972388] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:39:08.101555] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:08.231422] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:08.360782] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:08.489988] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:08.618706] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:08.748379] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:08.877186] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:09.008314] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:09.140281] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:09.140490] [INFO ] [CONFIGURE ] EMR: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:39:09.140542] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 590 tests
[2025-10-14T23:39:09.140580] [INFO ] [CONFIGURE ] EMR: Testing feature 13/29: add_opening_strength
[2025-10-14T23:39:09.140615] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:39:09.279455] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:39:09.421499] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:09.569779] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:09.707062] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:09.850830] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:09.988934] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:10.127221] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:10.266965] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:10.407192] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:10.552787] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:10.552935] [INFO ] [CONFIGURE ] EMR: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:39:10.552978] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 589 tests
[2025-10-14T23:39:10.553013] [INFO ] [CONFIGURE ] EMR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:39:10.553044] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_order_flow_imbalance']
[2025-10-14T23:39:10.695619] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:10.842680] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:10.985939] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:11.127485] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:11.274418] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:11.414183] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:11.556080] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:11.695218] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:11.836996] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:11.975699] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:11.975857] [INFO ] [CONFIGURE ] EMR: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:39:11.975901] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 588 tests
[2025-10-14T23:39:11.975936] [INFO ] [CONFIGURE ] EMR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:39:11.975966] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_morning_momentum']
[2025-10-14T23:39:12.096501] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:12.218167] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:12.341529] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:12.470075] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:12.598001] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:12.727794] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:12.854209] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:12.992534] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:13.119196] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:13.245369] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:13.245546] [INFO ] [CONFIGURE ] EMR: DISCARDED add_pbf_morning_momentum (score: 90.00%)
[2025-10-14T23:39:13.245593] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 587 tests
[2025-10-14T23:39:13.245629] [INFO ] [CONFIGURE ] EMR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:39:13.245701] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_overnight_gap']
[2025-10-14T23:39:13.384350] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:13.542018] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:13.680328] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:13.823007] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:13.965123] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:14.099157] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:14.232933] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:14.368331] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:14.505512] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:14.648515] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:14.648709] [INFO ] [CONFIGURE ] EMR: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:39:14.648768] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 586 tests
[2025-10-14T23:39:14.648806] [INFO ] [CONFIGURE ] EMR: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:39:14.648839] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_return_2d']
[2025-10-14T23:39:14.787939] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:14.926717] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:15.067310] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:15.207661] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:15.346383] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:15.485290] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:15.622489] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:15.758770] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:15.895764] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:16.035194] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:16.035361] [INFO ] [CONFIGURE ] EMR: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:39:16.035404] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 585 tests
[2025-10-14T23:39:16.035439] [INFO ] [CONFIGURE ] EMR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:39:16.035470] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_volatility_5d']
[2025-10-14T23:39:16.161452] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:16.287249] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:16.417541] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:16.543358] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:16.666589] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:16.791844] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:16.917460] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:17.047719] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:17.179579] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:17.309912] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:17.310069] [INFO ] [CONFIGURE ] EMR: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:39:17.310112] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 584 tests
[2025-10-14T23:39:17.310147] [INFO ] [CONFIGURE ] EMR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:39:17.310185] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_pbf_vs_sma_5']
[2025-10-14T23:39:17.429044] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:17.549184] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:17.671076] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:17.791970] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:17.913879] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:18.046113] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:18.167639] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:18.290379] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:18.414464] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:18.581023] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:18.581191] [INFO ] [CONFIGURE ] EMR: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:39:18.581235] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 583 tests
[2025-10-14T23:39:18.581272] [INFO ] [CONFIGURE ] EMR: Testing feature 20/29: add_price_rejection
[2025-10-14T23:39:18.581304] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_price_rejection']
[2025-10-14T23:39:18.716521] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:18.855060] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:19.023520] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:19.160509] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:19.296170] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:19.430341] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:19.570149] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:19.712559] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:19.852004] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:19.991154] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:19.991334] [INFO ] [CONFIGURE ] EMR: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:39:19.991380] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 582 tests
[2025-10-14T23:39:19.991418] [INFO ] [CONFIGURE ] EMR: Testing feature 21/29: add_range_position
[2025-10-14T23:39:19.991474] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_range_position']
[2025-10-14T23:39:20.138001] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:20.282082] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:20.423015] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:20.564022] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:20.702484] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:20.843422] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:20.983333] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:21.131023] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:21.284442] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:21.430622] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:21.430808] [INFO ] [CONFIGURE ] EMR: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:39:21.430861] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 581 tests
[2025-10-14T23:39:21.430897] [INFO ] [CONFIGURE ] EMR: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:39:21.430929] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_realized_volatility']
[2025-10-14T23:39:21.586804] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:21.743167] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:21.901095] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:22.085704] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:22.242917] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:22.400016] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:22.559205] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:22.720091] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:22.880623] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:23.048676] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:23.048837] [INFO ] [CONFIGURE ] EMR: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:39:23.048886] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 580 tests
[2025-10-14T23:39:23.048923] [INFO ] [CONFIGURE ] EMR: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:39:23.048955] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_recent_range_context']
[2025-10-14T23:39:23.183292] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:23.317424] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:23.453006] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:23.583300] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:23.717318] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:23.848836] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:23.980746] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:24.114520] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:24.247317] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:24.381770] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:24.381951] [INFO ] [CONFIGURE ] EMR: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:39:24.381997] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 579 tests
[2025-10-14T23:39:24.382034] [INFO ] [CONFIGURE ] EMR: Testing feature 24/29: add_rsi
[2025-10-14T23:39:24.382067] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_ema', 'add_rsi']
[2025-10-14T23:39:24.531917] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:24.691056] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:24.850328] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:25.006090] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:25.163107] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:25.320623] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:25.482506] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:25.645567] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:25.803407] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:25.962264] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:25.962422] [INFO ] [CONFIGURE ] EMR: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:39:25.962466] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 578 tests
[2025-10-14T23:39:25.962504] [INFO ] [CONFIGURE ] EMR: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:39:25.962535] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_tick_distribution']
[2025-10-14T23:39:26.100277] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:26.231286] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:26.362962] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:26.494349] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:26.625728] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:26.757823] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:26.890171] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:27.021522] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:27.154293] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:27.287549] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:27.287727] [INFO ] [CONFIGURE ] EMR: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:39:27.287782] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 577 tests
[2025-10-14T23:39:27.287819] [INFO ] [CONFIGURE ] EMR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:39:27.287851] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_volume_momentum_confirmation']
[2025-10-14T23:39:27.414892] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:27.543250] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:27.673310] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:27.801516] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:27.929419] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:28.059362] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:28.187141] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:28.316820] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:28.446406] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:28.576970] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:28.577156] [INFO ] [CONFIGURE ] EMR: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:39:28.577201] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 576 tests
[2025-10-14T23:39:28.577236] [INFO ] [CONFIGURE ] EMR: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:39:28.577267] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_volume_price_divergence']
[2025-10-14T23:39:28.716234] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:28.855167] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:28.992186] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:29.129988] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:29.268732] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:29.407578] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:29.548270] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:29.700913] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:29.894749] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:30.075463] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:30.075728] [INFO ] [CONFIGURE ] EMR: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:39:30.075801] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 575 tests
[2025-10-14T23:39:30.075843] [INFO ] [CONFIGURE ] EMR: Testing feature 28/29: add_volume_profile
[2025-10-14T23:39:30.075884] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_volume_profile']
[2025-10-14T23:39:30.256290] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:30.426908] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:30.589589] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:30.797097] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:30.975469] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:31.146925] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:39:31.285638] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:31.419553] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:31.556277] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:31.701482] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:31.701667] [INFO ] [CONFIGURE ] EMR: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:39:31.701751] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 574 tests
[2025-10-14T23:39:31.701794] [INFO ] [CONFIGURE ] EMR: Testing feature 29/29: add_vwap
[2025-10-14T23:39:31.701829] [INFO ] [CONFIGURE ] EMR: Testing with features: ['add_mfi', 'add_vwap']
[2025-10-14T23:39:31.841825] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:39:31.979805] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:32.113144] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:32.246842] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:32.381708] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:32.516275] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:39:32.651469] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:32.789013] [DEBUG] [FORECASTER] EMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:32.926549] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:33.068802] [DEBUG] [FORECASTER] EMR: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:39:33.069002] [INFO ] [CONFIGURE ] EMR: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:39:33.069063] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 573 tests
[2025-10-14T23:39:33.069173] [INFO ] [CONFIGURE ] EMR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:39:33.069214] [INFO ] [CONFIGURE ] EMR: Best accuracy: 90.00%
[2025-10-14T23:39:33.069247] [INFO ] [CONFIGURE ] EMR: Best feature set (1 features): ['add_mfi']
[2025-10-14T23:39:33.069277] [INFO ] [CONFIGURE ] EMR: Improvement over baseline: 10.00%
[2025-10-14T23:39:33.069304] [INFO ] [CONFIGURE ] EMR: Total time: 39.5 seconds
[2025-10-14T23:39:33.069331] [INFO ] [CONFIGURE ] EMR: Average time per feature: 1.4 seconds
[2025-10-14T23:39:33.069359] [INFO ] [CONFIGURE ] EMR: Average speed: 0.73 features/sec
[2025-10-14T23:39:33.069779] [INFO ] [LOCAL     ] Saved configuration for EMR: 1 features, 90.00% accuracy -> ./output/feature-sets/EMR.json
[2025-10-14T23:39:33.069835] [INFO ] [CONFIGURE ] EMR: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-14T23:39:33.069906] [INFO ] [sig       ] [77/96] Successfully configured EMR | 0.02 sym/s | Total: 55.2m | ETA: 13.6m
[2025-10-14T23:39:33.069974] [INFO ] [sig       ] [78/96] Configuring ENB...
[2025-10-14T23:39:33.070014] [INFO ] [CONFIGURE ] ENB: Configurate test run.
[2025-10-14T23:39:33.070046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENB' from 'https://tdm.silogroup.org/data/derivative_storage/ENB.csv'.
[2025-10-14T23:39:33.081892] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENB'.
[2025-10-14T23:39:33.082274] [INFO ] [CONFIGURE ] ENB: Testing with 29 available features
[2025-10-14T23:39:33.082329] [INFO ] [CONFIGURE ] ENB: Establishing baseline with no features...
[2025-10-14T23:39:33.186629] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:33.296151] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:33.401592] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:33.503779] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:33.609817] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:39:33.716811] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:33.821637] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:33.930510] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:34.036204] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:34.176259] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:34.176407] [INFO ] [CONFIGURE ] ENB: Baseline score (no features): 40.00%
[2025-10-14T23:39:34.176450] [INFO ] [CONFIGURE ] ENB: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:39:34.176485] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:39:34.290991] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:34.406878] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:34.523447] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:34.647483] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:34.773630] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:39:34.896433] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.019058] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.139752] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.265259] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.401326] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.401484] [INFO ] [CONFIGURE ] ENB: DISCARDED add_bollinger_bands (score: 10.00%)
[2025-10-14T23:39:35.401528] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 572 tests
[2025-10-14T23:39:35.401563] [INFO ] [CONFIGURE ] ENB: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:39:35.401595] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:39:35.532318] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:35.663443] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:35.797785] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:35.929025] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:36.060788] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:36.196411] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:36.327551] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:36.459334] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:36.588736] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:36.719395] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:36.719551] [INFO ] [CONFIGURE ] ENB: KEPT add_cumulative_delta (score: 50.00%)
[2025-10-14T23:39:36.719596] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 571 tests
[2025-10-14T23:39:36.719630] [INFO ] [CONFIGURE ] ENB: Testing feature 3/29: add_daily_returns
[2025-10-14T23:39:36.719700] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-14T23:39:36.852248] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:36.986458] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:37.124582] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:37.260283] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:37.396058] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:37.532957] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:37.661209] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:37.796074] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:37.932001] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:38.069053] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:38.069222] [INFO ] [CONFIGURE ] ENB: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:39:38.069276] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 570 tests
[2025-10-14T23:39:38.069342] [INFO ] [CONFIGURE ] ENB: Testing feature 4/29: add_ema
[2025-10-14T23:39:38.069437] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-14T23:39:38.215821] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:38.360254] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:38.505021] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:38.665376] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:38.816639] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:38.964289] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:39.113989] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:39.265123] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:39.414805] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:39.569815] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:39.569951] [INFO ] [CONFIGURE ] ENB: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:39:39.569995] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 569 tests
[2025-10-14T23:39:39.570030] [INFO ] [CONFIGURE ] ENB: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:39:39.570060] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:39:39.719701] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:39.867846] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:40.007541] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:40.166204] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:40.332039] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:40.486791] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:39:40.640364] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:40.795054] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:40.948830] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:41.105057] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:39:41.105221] [INFO ] [CONFIGURE ] ENB: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:39:41.105289] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 568 tests
[2025-10-14T23:39:41.105330] [INFO ] [CONFIGURE ] ENB: Testing feature 6/29: add_failed_moves
[2025-10-14T23:39:41.105362] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-14T23:39:41.240292] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:41.375082] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:41.510471] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:41.647510] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:41.786355] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:41.928493] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:42.068526] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:42.204028] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:42.339559] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:42.476039] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:42.476234] [INFO ] [CONFIGURE ] ENB: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:39:42.476296] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 567 tests
[2025-10-14T23:39:42.476335] [INFO ] [CONFIGURE ] ENB: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:39:42.476366] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-14T23:39:42.601528] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:42.727366] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:42.856108] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:42.986260] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:43.111485] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:43.269116] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:43.400726] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:43.530529] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:43.660586] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:43.792762] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:43.792914] [INFO ] [CONFIGURE ] ENB: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:39:43.792958] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 566 tests
[2025-10-14T23:39:43.792992] [INFO ] [CONFIGURE ] ENB: Testing feature 8/29: add_macd
[2025-10-14T23:39:43.793023] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-14T23:39:43.954593] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:44.121163] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:44.289079] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:44.462941] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:44.633191] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:39:44.803885] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:39:44.977774] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:45.168205] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:45.342807] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:45.520987] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:45.521203] [INFO ] [CONFIGURE ] ENB: DISCARDED add_macd (score: 20.00%)
[2025-10-14T23:39:45.521300] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 565 tests
[2025-10-14T23:39:45.521344] [INFO ] [CONFIGURE ] ENB: Testing feature 9/29: add_mfi
[2025-10-14T23:39:45.521377] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-14T23:39:45.668559] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:45.819719] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:45.968457] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:46.117942] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:46.266587] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:46.414215] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:46.565069] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:46.713113] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:46.868714] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:47.023694] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:39:47.023923] [INFO ] [CONFIGURE ] ENB: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T23:39:47.023987] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 564 tests
[2025-10-14T23:39:47.024030] [INFO ] [CONFIGURE ] ENB: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:39:47.024065] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:39:47.201331] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:47.364446] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:39:47.528953] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:47.695333] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:47.859093] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:48.021479] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:39:48.186975] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:48.351167] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:48.515213] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:48.678882] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:39:48.679052] [INFO ] [CONFIGURE ] ENB: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:39:48.679095] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 563 tests
[2025-10-14T23:39:48.679129] [INFO ] [CONFIGURE ] ENB: Testing feature 11/29: add_obv_daily
[2025-10-14T23:39:48.679161] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-14T23:39:48.816577] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:48.952987] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:49.092307] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:49.242920] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:49.384502] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:49.529326] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:49.679420] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:49.828618] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:49.977076] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:50.127029] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:50.127213] [INFO ] [CONFIGURE ] ENB: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:39:50.127260] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 562 tests
[2025-10-14T23:39:50.127298] [INFO ] [CONFIGURE ] ENB: Testing feature 12/29: add_obv_interval
[2025-10-14T23:39:50.127331] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:39:50.275548] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:50.423337] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:50.574170] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:50.722385] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:50.874222] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.029407] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.182396] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.333727] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.491812] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.654447] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:51.654683] [INFO ] [CONFIGURE ] ENB: KEPT add_obv_interval (score: 80.00%)
[2025-10-14T23:39:51.654748] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 561 tests
[2025-10-14T23:39:51.654789] [INFO ] [CONFIGURE ] ENB: Testing feature 13/29: add_opening_strength
[2025-10-14T23:39:51.654834] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:39:51.824634] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:51.982305] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:52.152515] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:39:52.321389] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:52.489825] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:39:52.659686] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:39:52.829847] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:53.001185] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:53.175218] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:39:53.339250] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:53.339451] [INFO ] [CONFIGURE ] ENB: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:39:53.339498] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 560 tests
[2025-10-14T23:39:53.339534] [INFO ] [CONFIGURE ] ENB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:39:53.339568] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:39:53.510333] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:53.677363] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:53.848470] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:54.022636] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:54.199134] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:54.370324] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:54.540001] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:54.716384] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:54.896815] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:55.072431] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:55.072607] [INFO ] [CONFIGURE ] ENB: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:39:55.072693] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 559 tests
[2025-10-14T23:39:55.072759] [INFO ] [CONFIGURE ] ENB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:39:55.072801] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:39:55.227712] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:55.419946] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:55.573734] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:55.728598] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:55.880089] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:56.031918] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:56.185270] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:39:56.342595] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:56.503285] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:56.661965] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:39:56.662171] [INFO ] [CONFIGURE ] ENB: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:39:56.662233] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 558 tests
[2025-10-14T23:39:56.662273] [INFO ] [CONFIGURE ] ENB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:39:56.662307] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T23:39:56.820382] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:56.979751] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:57.153543] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:57.319386] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:57.479884] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:57.643386] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:57.808700] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:57.978293] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:58.147463] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:39:58.313948] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:39:58.314153] [INFO ] [CONFIGURE ] ENB: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:39:58.314199] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 557 tests
[2025-10-14T23:39:58.314235] [INFO ] [CONFIGURE ] ENB: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:39:58.314267] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T23:39:58.482697] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:39:58.650098] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:39:58.823933] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:39:58.998576] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:39:59.166906] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:39:59.329899] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:39:59.501862] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:39:59.676364] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:39:59.838505] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:00.008054] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:00.008242] [INFO ] [CONFIGURE ] ENB: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:40:00.008299] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 556 tests
[2025-10-14T23:40:00.008337] [INFO ] [CONFIGURE ] ENB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:40:00.008369] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T23:40:00.161967] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:00.302819] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:00.466829] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:00.612600] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:00.758942] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:00.904198] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:01.048903] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:40:01.201334] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:01.358501] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:01.512718] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:01.512887] [INFO ] [CONFIGURE ] ENB: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:40:01.512933] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 555 tests
[2025-10-14T23:40:01.512970] [INFO ] [CONFIGURE ] ENB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:40:01.513005] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T23:40:01.666355] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:01.830299] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:01.985429] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:02.142867] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:02.292156] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:02.441002] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:02.583572] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:02.727179] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:02.882500] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:03.028262] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:03.028436] [INFO ] [CONFIGURE ] ENB: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:40:03.028480] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 554 tests
[2025-10-14T23:40:03.028515] [INFO ] [CONFIGURE ] ENB: Testing feature 20/29: add_price_rejection
[2025-10-14T23:40:03.028548] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_price_rejection']
[2025-10-14T23:40:03.184986] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:03.350961] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:03.511781] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:03.675537] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:03.838540] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:04.000867] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:04.175800] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:04.343503] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:04.539790] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:04.710301] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:04.710487] [INFO ] [CONFIGURE ] ENB: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:40:04.710551] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 553 tests
[2025-10-14T23:40:04.710590] [INFO ] [CONFIGURE ] ENB: Testing feature 21/29: add_range_position
[2025-10-14T23:40:04.710623] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_range_position']
[2025-10-14T23:40:04.875615] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:05.040321] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:05.208183] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:05.370506] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:05.534903] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:05.699503] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:05.858813] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:06.017499] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:06.178335] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:06.340165] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:06.340335] [INFO ] [CONFIGURE ] ENB: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:40:06.340381] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 552 tests
[2025-10-14T23:40:06.340416] [INFO ] [CONFIGURE ] ENB: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:40:06.340448] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_realized_volatility']
[2025-10-14T23:40:06.519147] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:06.697161] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:06.880348] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:07.077877] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:07.263774] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:07.454496] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:07.656021] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:07.851819] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:08.035283] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:08.226149] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:08.226374] [INFO ] [CONFIGURE ] ENB: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:40:08.226446] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 551 tests
[2025-10-14T23:40:08.226506] [INFO ] [CONFIGURE ] ENB: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:40:08.226542] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_recent_range_context']
[2025-10-14T23:40:08.387935] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:08.559807] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:08.746368] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:08.896221] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:09.045784] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:09.198341] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:09.353303] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:09.503787] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:09.656224] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:09.812057] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:09.812260] [INFO ] [CONFIGURE ] ENB: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:40:09.812322] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 550 tests
[2025-10-14T23:40:09.812361] [INFO ] [CONFIGURE ] ENB: Testing feature 24/29: add_rsi
[2025-10-14T23:40:09.812394] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T23:40:09.986566] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:10.156495] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:10.326169] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:10.513877] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:10.700149] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:10.884741] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:11.087684] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:40:11.278503] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:11.462369] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:11.641215] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:11.641417] [INFO ] [CONFIGURE ] ENB: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:40:11.641468] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 549 tests
[2025-10-14T23:40:11.641505] [INFO ] [CONFIGURE ] ENB: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:40:11.641538] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution']
[2025-10-14T23:40:11.783513] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:11.929075] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:12.071137] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:12.213906] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:12.356868] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:12.500119] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:12.644957] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:12.790847] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:12.936325] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:13.082093] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:13.082291] [INFO ] [CONFIGURE ] ENB: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:40:13.082343] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 548 tests
[2025-10-14T23:40:13.082380] [INFO ] [CONFIGURE ] ENB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:40:13.082413] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T23:40:13.227127] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:13.370664] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:13.515232] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:13.661249] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:13.810316] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:13.956533] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:14.103454] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:40:14.252564] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:14.403328] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:14.550470] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:40:14.550678] [INFO ] [CONFIGURE ] ENB: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:40:14.550739] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 547 tests
[2025-10-14T23:40:14.550778] [INFO ] [CONFIGURE ] ENB: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:40:14.550811] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T23:40:14.705226] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:14.858901] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:15.014150] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:15.168096] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:15.323308] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:15.479850] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:15.637535] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:40:15.796354] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:15.954571] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:16.114917] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:16.115168] [INFO ] [CONFIGURE ] ENB: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:40:16.115219] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 546 tests
[2025-10-14T23:40:16.115256] [INFO ] [CONFIGURE ] ENB: Testing feature 28/29: add_volume_profile
[2025-10-14T23:40:16.115288] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_volume_profile']
[2025-10-14T23:40:16.261087] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:16.407145] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:16.554455] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:16.702581] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:16.849946] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:17.001288] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:17.150304] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:40:17.296390] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:17.442965] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:17.593187] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:17.593366] [INFO ] [CONFIGURE ] ENB: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:40:17.593412] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 545 tests
[2025-10-14T23:40:17.593450] [INFO ] [CONFIGURE ] ENB: Testing feature 29/29: add_vwap
[2025-10-14T23:40:17.593484] [INFO ] [CONFIGURE ] ENB: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval', 'add_vwap']
[2025-10-14T23:40:17.745516] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:17.897002] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:40:18.048127] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:18.199597] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:18.358126] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:18.508555] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:18.657929] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:18.807520] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:18.957055] [DEBUG] [FORECASTER] ENB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:19.107123] [DEBUG] [FORECASTER] ENB: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:40:19.107275] [INFO ] [CONFIGURE ] ENB: DISCARDED add_vwap (score: 60.00%)
[2025-10-14T23:40:19.107319] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 544 tests
[2025-10-14T23:40:19.107354] [INFO ] [CONFIGURE ] ENB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:40:19.107385] [INFO ] [CONFIGURE ] ENB: Best accuracy: 80.00%
[2025-10-14T23:40:19.107417] [INFO ] [CONFIGURE ] ENB: Best feature set (3 features): ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:40:19.107446] [INFO ] [CONFIGURE ] ENB: Improvement over baseline: 40.00%
[2025-10-14T23:40:19.107473] [INFO ] [CONFIGURE ] ENB: Total time: 44.9 seconds
[2025-10-14T23:40:19.107501] [INFO ] [CONFIGURE ] ENB: Average time per feature: 1.5 seconds
[2025-10-14T23:40:19.107529] [INFO ] [CONFIGURE ] ENB: Average speed: 0.65 features/sec
[2025-10-14T23:40:19.108002] [INFO ] [LOCAL     ] Saved configuration for ENB: 3 features, 80.00% accuracy -> ./output/feature-sets/ENB.json
[2025-10-14T23:40:19.108084] [INFO ] [CONFIGURE ] ENB: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:40:19.108140] [INFO ] [sig       ] [78/96] Successfully configured ENB | 0.02 sym/s | Total: 55.9m | ETA: 12.9m
[2025-10-14T23:40:19.108201] [INFO ] [sig       ] [79/96] Configuring EPRT...
[2025-10-14T23:40:19.108234] [INFO ] [CONFIGURE ] EPRT: Configurate test run.
[2025-10-14T23:40:19.108264] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPRT' from 'https://tdm.silogroup.org/data/derivative_storage/EPRT.csv'.
[2025-10-14T23:40:19.119374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPRT'.
[2025-10-14T23:40:19.119684] [INFO ] [CONFIGURE ] EPRT: Testing with 29 available features
[2025-10-14T23:40:19.119740] [INFO ] [CONFIGURE ] EPRT: Establishing baseline with no features...
[2025-10-14T23:40:19.219186] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:19.319512] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:19.420511] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:19.524699] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:19.641412] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:19.744951] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:19.846827] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:19.949074] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:20.052041] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:20.156441] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:20.156601] [INFO ] [CONFIGURE ] EPRT: Baseline score (no features): 70.00%
[2025-10-14T23:40:20.156665] [INFO ] [CONFIGURE ] EPRT: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:40:20.156723] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:40:20.271020] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:20.384542] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:20.498812] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:20.612910] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:20.729268] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:20.856219] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:20.975080] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:21.093249] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:21.211533] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:21.331334] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:21.331491] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:40:21.331534] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 543 tests
[2025-10-14T23:40:21.331569] [INFO ] [CONFIGURE ] EPRT: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:40:21.331601] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:40:21.451958] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:21.581459] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:21.711016] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:21.843839] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:21.966410] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:22.098407] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:22.228670] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:22.359555] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:22.487460] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:22.622849] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:22.622996] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-14T23:40:22.623042] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 542 tests
[2025-10-14T23:40:22.623077] [INFO ] [CONFIGURE ] EPRT: Testing feature 3/29: add_daily_returns
[2025-10-14T23:40:22.623107] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_daily_returns']
[2025-10-14T23:40:22.727867] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:22.834380] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:22.952063] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:23.073913] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:23.204243] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:23.376949] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:23.537469] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:23.699888] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:23.859578] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:24.002460] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:24.002666] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-14T23:40:24.002741] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 541 tests
[2025-10-14T23:40:24.002787] [INFO ] [CONFIGURE ] EPRT: Testing feature 4/29: add_ema
[2025-10-14T23:40:24.002822] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_ema']
[2025-10-14T23:40:24.143282] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:24.274995] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:24.412510] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:24.542540] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:24.678976] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:24.802582] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:24.922262] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:25.048908] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:25.172460] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:25.299423] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:25.299594] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:40:25.299638] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 540 tests
[2025-10-14T23:40:25.299719] [INFO ] [CONFIGURE ] EPRT: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:40:25.299756] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:40:25.432795] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:25.571044] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:25.721210] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:25.860924] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:25.998137] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:26.134636] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:26.272815] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:26.413028] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:26.559087] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:26.699707] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:26.699954] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:40:26.700013] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 539 tests
[2025-10-14T23:40:26.700050] [INFO ] [CONFIGURE ] EPRT: Testing feature 6/29: add_failed_moves
[2025-10-14T23:40:26.700082] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_failed_moves']
[2025-10-14T23:40:26.815613] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:26.931542] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:27.049184] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:27.176041] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:27.289299] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:27.403913] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:27.518914] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:27.636867] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:27.754562] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:27.870592] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:27.870791] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:40:27.870843] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 538 tests
[2025-10-14T23:40:27.870879] [INFO ] [CONFIGURE ] EPRT: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:40:27.870911] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_lag_shelf']
[2025-10-14T23:40:27.972894] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:28.078124] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:28.183889] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:28.289145] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:28.395469] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:28.500288] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:28.606445] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:28.745994] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:28.855090] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:28.965292] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:28.965446] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:40:28.965489] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 537 tests
[2025-10-14T23:40:28.965525] [INFO ] [CONFIGURE ] EPRT: Testing feature 8/29: add_macd
[2025-10-14T23:40:28.965556] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:40:29.111115] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:29.260142] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:29.410402] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:29.566078] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:29.722041] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:29.882686] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:30.035011] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:30.188532] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:30.341075] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:30.496156] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:30.496323] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:40:30.496369] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 536 tests
[2025-10-14T23:40:30.496404] [INFO ] [CONFIGURE ] EPRT: Testing feature 9/29: add_mfi
[2025-10-14T23:40:30.496436] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_mfi']
[2025-10-14T23:40:30.621439] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:30.745827] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:30.868917] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:30.983449] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:31.098631] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:31.215723] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:31.332928] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:31.448869] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:31.564561] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:31.690096] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:31.690250] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:40:31.690297] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 535 tests
[2025-10-14T23:40:31.690332] [INFO ] [CONFIGURE ] EPRT: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:40:31.690363] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:40:31.824121] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:31.955999] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:32.088312] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:32.223099] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:32.362056] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:32.499034] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:32.647739] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:32.787678] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:32.926385] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:33.067519] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:33.067717] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:40:33.067777] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 534 tests
[2025-10-14T23:40:33.067815] [INFO ] [CONFIGURE ] EPRT: Testing feature 11/29: add_obv_daily
[2025-10-14T23:40:33.067847] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_obv_daily']
[2025-10-14T23:40:33.179422] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:33.295079] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:33.404634] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:33.514426] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:33.625621] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:33.735849] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:33.849062] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:33.962604] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:34.080820] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:34.198205] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:34.198429] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:40:34.198494] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 533 tests
[2025-10-14T23:40:34.198534] [INFO ] [CONFIGURE ] EPRT: Testing feature 12/29: add_obv_interval
[2025-10-14T23:40:34.198567] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_obv_interval']
[2025-10-14T23:40:34.308131] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:34.417553] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:34.529406] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:34.639094] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:34.788087] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:34.900323] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:35.009165] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:35.121336] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:35.233239] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:35.344167] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:35.344337] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:40:35.344380] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 532 tests
[2025-10-14T23:40:35.344416] [INFO ] [CONFIGURE ] EPRT: Testing feature 13/29: add_opening_strength
[2025-10-14T23:40:35.344447] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:40:35.458661] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:35.577885] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:35.693902] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:35.815849] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:35.937802] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:36.055276] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:36.175948] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:36.295507] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:36.414960] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:36.536135] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:36.536276] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:40:36.536321] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 531 tests
[2025-10-14T23:40:36.536356] [INFO ] [CONFIGURE ] EPRT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:40:36.536387] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:40:36.656538] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:36.777374] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:36.898815] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:37.026980] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:37.152666] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:37.277602] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:37.403768] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:37.527140] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:37.650929] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:37.781501] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:37.781672] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:40:37.781736] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 530 tests
[2025-10-14T23:40:37.781784] [INFO ] [CONFIGURE ] EPRT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:40:37.781840] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:40:37.890143] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:37.999424] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:38.103963] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:38.207986] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:38.312719] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:38.422745] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:38.529339] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:38.637501] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:38.743863] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:38.851435] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:38.851615] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:40:38.851703] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 529 tests
[2025-10-14T23:40:38.851751] [INFO ] [CONFIGURE ] EPRT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:40:38.851784] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:40:38.964001] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:39.076216] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:39.188038] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:39.300475] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:39.414028] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:39.527204] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:39.641903] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:39.764459] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:39.880351] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:40.007137] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:40.007282] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:40:40.007325] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 528 tests
[2025-10-14T23:40:40.007360] [INFO ] [CONFIGURE ] EPRT: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:40:40.007391] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:40:40.126219] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:40.242147] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:40.357995] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:40.473975] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:40.589905] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:40.708201] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:40.855146] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:40.977870] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:41.096501] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:41.215299] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:41.215426] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:40:41.215470] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 527 tests
[2025-10-14T23:40:41.215504] [INFO ] [CONFIGURE ] EPRT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:40:41.215535] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:40:41.320481] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:41.423042] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:41.526593] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:41.631154] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:41.735453] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:41.841953] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:41.947961] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:42.053020] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:42.158738] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:42.269492] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:42.269621] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:40:42.269728] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 526 tests
[2025-10-14T23:40:42.269787] [INFO ] [CONFIGURE ] EPRT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:40:42.269821] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:40:42.373452] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:42.476102] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:42.579125] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:42.682867] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:42.787018] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:42.891565] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:42.996055] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:43.101240] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:43.207104] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:43.313514] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:43.313631] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:40:43.313708] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 525 tests
[2025-10-14T23:40:43.313753] [INFO ] [CONFIGURE ] EPRT: Testing feature 20/29: add_price_rejection
[2025-10-14T23:40:43.313784] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_price_rejection']
[2025-10-14T23:40:43.426188] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:43.543045] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:43.654075] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:43.765361] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:43.905505] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:44.019034] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:44.132231] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:44.246146] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:44.361761] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:44.476437] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:44.476549] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:40:44.476591] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 524 tests
[2025-10-14T23:40:44.476625] [INFO ] [CONFIGURE ] EPRT: Testing feature 21/29: add_range_position
[2025-10-14T23:40:44.476694] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_range_position']
[2025-10-14T23:40:44.599165] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:44.719709] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:44.846744] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:44.974523] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:45.101483] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:45.228558] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:45.358220] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:45.488396] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:45.620789] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:45.750880] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:45.751017] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:40:45.751062] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 523 tests
[2025-10-14T23:40:45.751096] [INFO ] [CONFIGURE ] EPRT: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:40:45.751126] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_realized_volatility']
[2025-10-14T23:40:45.888798] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:46.030114] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:46.174470] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:46.318084] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:46.462767] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:46.607526] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:46.754948] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:46.929187] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:47.076356] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:47.224939] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:47.225075] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:40:47.225119] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 522 tests
[2025-10-14T23:40:47.225153] [INFO ] [CONFIGURE ] EPRT: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:40:47.225183] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_recent_range_context']
[2025-10-14T23:40:47.345265] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:47.460934] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:47.577173] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:47.694201] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:47.812399] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:47.929616] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:48.048293] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:48.166105] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:48.283300] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:48.402480] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:48.402593] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:40:48.402636] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 521 tests
[2025-10-14T23:40:48.402712] [INFO ] [CONFIGURE ] EPRT: Testing feature 24/29: add_rsi
[2025-10-14T23:40:48.402751] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:40:48.535411] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:48.676455] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:48.810341] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:48.944895] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:49.079455] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:49.216011] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:40:49.352063] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:49.488220] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:49.626545] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:49.763928] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:49.764056] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:40:49.764100] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 520 tests
[2025-10-14T23:40:49.764134] [INFO ] [CONFIGURE ] EPRT: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:40:49.764164] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_tick_distribution']
[2025-10-14T23:40:49.875770] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:49.989317] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:50.102040] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:50.210659] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:40:50.318952] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:50.428198] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:50.539391] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:50.650132] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:50.761171] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:50.873757] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:50.873862] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:40:50.873907] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 519 tests
[2025-10-14T23:40:50.873941] [INFO ] [CONFIGURE ] EPRT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:40:50.873971] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-14T23:40:50.987112] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:51.099037] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:51.210454] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:51.322637] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:51.434098] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:51.546984] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:51.665320] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:51.781867] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:51.900769] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:52.019170] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:52.019338] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:40:52.019393] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 518 tests
[2025-10-14T23:40:52.019439] [INFO ] [CONFIGURE ] EPRT: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:40:52.019481] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_volume_price_divergence']
[2025-10-14T23:40:52.141011] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:52.262892] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:52.387348] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:52.509948] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:52.633630] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:52.766450] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:52.891943] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:53.015839] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:53.139309] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:53.267576] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:53.267759] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:40:53.267810] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 517 tests
[2025-10-14T23:40:53.267846] [INFO ] [CONFIGURE ] EPRT: Testing feature 28/29: add_volume_profile
[2025-10-14T23:40:53.267877] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_volume_profile']
[2025-10-14T23:40:53.382924] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:53.499219] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:53.618553] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:53.735955] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:53.853920] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:40:53.974203] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:54.100276] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:54.227412] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:54.355804] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:54.478465] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:54.478706] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:40:54.478766] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 516 tests
[2025-10-14T23:40:54.478804] [INFO ] [CONFIGURE ] EPRT: Testing feature 29/29: add_vwap
[2025-10-14T23:40:54.478835] [INFO ] [CONFIGURE ] EPRT: Testing with features: ['add_vwap']
[2025-10-14T23:40:54.600628] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:40:54.724596] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:40:54.843461] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:54.965221] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:55.086091] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:55.206812] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:55.327088] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:40:55.456738] [DEBUG] [FORECASTER] EPRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:55.579689] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:55.703043] [DEBUG] [FORECASTER] EPRT: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:55.703214] [INFO ] [CONFIGURE ] EPRT: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:40:55.703260] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 515 tests
[2025-10-14T23:40:55.703296] [INFO ] [CONFIGURE ] EPRT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:40:55.703329] [INFO ] [CONFIGURE ] EPRT: Best accuracy: 70.00%
[2025-10-14T23:40:55.703358] [INFO ] [CONFIGURE ] EPRT: Best feature set (0 features): []
[2025-10-14T23:40:55.703386] [INFO ] [CONFIGURE ] EPRT: Improvement over baseline: 0.00%
[2025-10-14T23:40:55.703412] [INFO ] [CONFIGURE ] EPRT: Total time: 35.5 seconds
[2025-10-14T23:40:55.703438] [INFO ] [CONFIGURE ] EPRT: Average time per feature: 1.2 seconds
[2025-10-14T23:40:55.703466] [INFO ] [CONFIGURE ] EPRT: Average speed: 0.82 features/sec
[2025-10-14T23:40:55.704003] [INFO ] [LOCAL     ] Saved configuration for EPRT: 0 features, 70.00% accuracy -> ./output/feature-sets/EPRT.json
[2025-10-14T23:40:55.704064] [INFO ] [CONFIGURE ] EPRT: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-14T23:40:55.704131] [INFO ] [sig       ] [79/96] Successfully configured EPRT | 0.02 sym/s | Total: 56.6m | ETA: 12.2m
[2025-10-14T23:40:55.704200] [INFO ] [sig       ] [80/96] Configuring FPI...
[2025-10-14T23:40:55.704240] [INFO ] [CONFIGURE ] FPI: Configurate test run.
[2025-10-14T23:40:55.704271] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPI' from 'https://tdm.silogroup.org/data/derivative_storage/FPI.csv'.
[2025-10-14T23:40:55.717110] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPI'.
[2025-10-14T23:40:55.717570] [INFO ] [CONFIGURE ] FPI: Testing with 29 available features
[2025-10-14T23:40:55.717626] [INFO ] [CONFIGURE ] FPI: Establishing baseline with no features...
[2025-10-14T23:40:55.821369] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:55.926066] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:56.033250] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:40:56.136908] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:56.240843] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:56.347660] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:56.453892] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:56.558894] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:56.664776] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:56.770098] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:40:56.770238] [INFO ] [CONFIGURE ] FPI: Baseline score (no features): 30.00%
[2025-10-14T23:40:56.770281] [INFO ] [CONFIGURE ] FPI: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:40:56.770315] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:40:56.883450] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:56.999336] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:57.121263] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:57.236376] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:57.351285] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:57.471253] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:57.591717] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:57.709169] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:40:57.828305] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:40:57.946479] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:57.946666] [INFO ] [CONFIGURE ] FPI: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:40:57.946730] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 514 tests
[2025-10-14T23:40:57.946770] [INFO ] [CONFIGURE ] FPI: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:40:57.946803] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:40:58.076497] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:58.213202] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:58.345005] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:58.476009] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:58.607596] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:40:58.748069] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:40:58.884546] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:40:59.049910] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:40:59.189013] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:40:59.324968] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:40:59.325123] [INFO ] [CONFIGURE ] FPI: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:40:59.325166] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 513 tests
[2025-10-14T23:40:59.325200] [INFO ] [CONFIGURE ] FPI: Testing feature 3/29: add_daily_returns
[2025-10-14T23:40:59.325230] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:40:59.441432] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:40:59.558401] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:40:59.675367] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:40:59.799315] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:40:59.931465] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:00.068423] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:00.208857] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:00.330764] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:00.463804] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:00.587570] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:41:00.587761] [INFO ] [CONFIGURE ] FPI: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:41:00.587814] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 512 tests
[2025-10-14T23:41:00.587850] [INFO ] [CONFIGURE ] FPI: Testing feature 4/29: add_ema
[2025-10-14T23:41:00.587883] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:41:00.720214] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:00.863689] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:01.016875] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:01.162528] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:01.312530] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:01.464294] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:01.611130] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:01.754732] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:01.895163] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:02.065466] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:02.065694] [INFO ] [CONFIGURE ] FPI: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:41:02.065757] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 511 tests
[2025-10-14T23:41:02.065795] [INFO ] [CONFIGURE ] FPI: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:41:02.065878] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:41:02.204257] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:02.343813] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:02.486210] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:02.624831] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:02.765190] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:02.907900] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:03.059003] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:03.221191] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:03.366398] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:03.500530] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:41:03.500722] [INFO ] [CONFIGURE ] FPI: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:41:03.500780] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 510 tests
[2025-10-14T23:41:03.500818] [INFO ] [CONFIGURE ] FPI: Testing feature 6/29: add_failed_moves
[2025-10-14T23:41:03.500850] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:41:03.610559] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:03.720276] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:03.831164] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:03.941936] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:04.057493] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:04.184537] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:04.306599] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:04.441797] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:04.582407] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:04.720832] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:04.720992] [INFO ] [CONFIGURE ] FPI: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:41:04.721040] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 509 tests
[2025-10-14T23:41:04.721075] [INFO ] [CONFIGURE ] FPI: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:41:04.721108] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:41:04.845206] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:04.972381] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:05.126499] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:05.253209] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:05.377174] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:05.502607] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:05.611116] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:05.722743] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:05.833263] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:05.945719] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:05.945864] [INFO ] [CONFIGURE ] FPI: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:41:05.945907] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 508 tests
[2025-10-14T23:41:05.945941] [INFO ] [CONFIGURE ] FPI: Testing feature 8/29: add_macd
[2025-10-14T23:41:05.945973] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:41:06.091384] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:06.237768] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:06.383632] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:06.529003] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:06.675039] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:06.821406] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:06.968085] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:07.115551] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:07.262457] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:07.415124] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:07.415279] [INFO ] [CONFIGURE ] FPI: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:41:07.415323] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 507 tests
[2025-10-14T23:41:07.415406] [INFO ] [CONFIGURE ] FPI: Testing feature 9/29: add_mfi
[2025-10-14T23:41:07.415459] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:41:07.541492] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:07.665060] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:07.788216] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:07.911674] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:08.040370] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:08.166158] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:08.295225] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:08.421121] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:08.547504] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:08.674432] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:08.674588] [INFO ] [CONFIGURE ] FPI: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:41:08.674702] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 506 tests
[2025-10-14T23:41:08.674749] [INFO ] [CONFIGURE ] FPI: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:41:08.674782] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:41:08.812072] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:08.957454] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:09.098567] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:09.237803] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:09.377360] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:09.522014] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:09.664701] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:09.807304] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:09.956108] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:10.105082] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:10.105233] [INFO ] [CONFIGURE ] FPI: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:41:10.105277] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 505 tests
[2025-10-14T23:41:10.105311] [INFO ] [CONFIGURE ] FPI: Testing feature 11/29: add_obv_daily
[2025-10-14T23:41:10.105342] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:41:10.222193] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:10.338553] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:10.456403] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:10.585290] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:10.710315] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:10.831358] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:10.954083] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:11.076726] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:11.199283] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:11.321257] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:11.321428] [INFO ] [CONFIGURE ] FPI: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:41:11.321473] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 504 tests
[2025-10-14T23:41:11.321507] [INFO ] [CONFIGURE ] FPI: Testing feature 12/29: add_obv_interval
[2025-10-14T23:41:11.321538] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:41:11.451486] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:11.577943] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:11.704717] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:11.833590] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:11.963728] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:12.098308] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:12.236959] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:12.372972] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:12.505396] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:12.637716] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:12.637862] [INFO ] [CONFIGURE ] FPI: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:41:12.637906] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 503 tests
[2025-10-14T23:41:12.637942] [INFO ] [CONFIGURE ] FPI: Testing feature 13/29: add_opening_strength
[2025-10-14T23:41:12.637974] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:41:12.780082] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:12.920116] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:13.060670] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:13.201985] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:13.347236] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:13.490259] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:13.633691] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:13.780338] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:13.929100] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:14.075154] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:41:14.075308] [INFO ] [CONFIGURE ] FPI: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:41:14.075351] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 502 tests
[2025-10-14T23:41:14.075386] [INFO ] [CONFIGURE ] FPI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:41:14.075418] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:41:14.227248] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:14.368107] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:14.515323] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:14.668859] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:14.819740] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:14.981223] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:15.138430] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:15.295930] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:15.455256] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:15.608161] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:15.608357] [INFO ] [CONFIGURE ] FPI: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:41:15.608420] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 501 tests
[2025-10-14T23:41:15.608458] [INFO ] [CONFIGURE ] FPI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:41:15.608490] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:41:15.740034] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:15.876342] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:16.022370] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:16.155193] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:16.319158] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:16.497194] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:16.702814] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:16.871956] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:17.030481] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:17.228552] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:17.228799] [INFO ] [CONFIGURE ] FPI: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:41:17.228871] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 500 tests
[2025-10-14T23:41:17.228931] [INFO ] [CONFIGURE ] FPI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:41:17.228968] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:41:17.383116] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:17.519611] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:17.662734] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:17.821101] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:17.977674] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:18.137401] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:18.293664] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:18.455149] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:18.622677] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:18.791081] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:41:18.791255] [INFO ] [CONFIGURE ] FPI: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:41:18.791300] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 499 tests
[2025-10-14T23:41:18.791334] [INFO ] [CONFIGURE ] FPI: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:41:18.791366] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:41:18.949241] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:19.104573] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:19.259628] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:19.400529] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:19.543968] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:19.688052] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:19.838904] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:19.981168] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:20.126017] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:20.293042] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:20.293208] [INFO ] [CONFIGURE ] FPI: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:41:20.293254] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 498 tests
[2025-10-14T23:41:20.293289] [INFO ] [CONFIGURE ] FPI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:41:20.293321] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:41:20.415338] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:20.546676] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:20.672045] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:20.800823] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:20.928415] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:21.058317] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:21.194285] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:21.314804] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:21.445301] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:21.568085] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:21.568290] [INFO ] [CONFIGURE ] FPI: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:41:21.568352] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 497 tests
[2025-10-14T23:41:21.568390] [INFO ] [CONFIGURE ] FPI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:41:21.568422] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:41:21.690328] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:21.818610] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:21.941030] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:22.065220] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:22.189485] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:22.313180] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:22.442888] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:22.569316] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:22.698132] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:22.825453] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:22.825586] [INFO ] [CONFIGURE ] FPI: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:41:22.825666] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 496 tests
[2025-10-14T23:41:22.825726] [INFO ] [CONFIGURE ] FPI: Testing feature 20/29: add_price_rejection
[2025-10-14T23:41:22.825760] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:41:22.964516] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:23.110345] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:23.261856] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:23.411417] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:23.559234] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:23.715483] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:23.860618] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:24.008917] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:24.156193] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:24.306896] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:41:24.307098] [INFO ] [CONFIGURE ] FPI: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:41:24.307175] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 495 tests
[2025-10-14T23:41:24.307234] [INFO ] [CONFIGURE ] FPI: Testing feature 21/29: add_range_position
[2025-10-14T23:41:24.307271] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:41:24.473609] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:24.635269] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:24.785239] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:24.937116] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:25.092499] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:25.245012] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:25.401238] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:25.565612] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:25.717491] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:25.864807] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:25.865008] [INFO ] [CONFIGURE ] FPI: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:41:25.865067] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 494 tests
[2025-10-14T23:41:25.865105] [INFO ] [CONFIGURE ] FPI: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:41:25.865137] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:41:26.024777] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:26.182148] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:26.377162] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:26.540174] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:26.704217] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:26.868186] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:27.031005] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:27.195429] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:27.363068] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:27.526672] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:27.526841] [INFO ] [CONFIGURE ] FPI: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:41:27.526888] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 493 tests
[2025-10-14T23:41:27.526924] [INFO ] [CONFIGURE ] FPI: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:41:27.526957] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:41:27.659530] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:27.801174] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:27.951503] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:28.105012] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:28.258259] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:28.402548] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:28.534542] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:28.669184] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:28.807198] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:28.941068] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:28.941219] [INFO ] [CONFIGURE ] FPI: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:41:28.941263] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 492 tests
[2025-10-14T23:41:28.941298] [INFO ] [CONFIGURE ] FPI: Testing feature 24/29: add_rsi
[2025-10-14T23:41:28.941331] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:41:29.087963] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:29.236209] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:29.407830] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:29.558508] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:29.709021] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:29.859356] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:30.011749] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:30.169480] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:30.324839] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:30.489115] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:30.489284] [INFO ] [CONFIGURE ] FPI: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:41:30.489331] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 491 tests
[2025-10-14T23:41:30.489368] [INFO ] [CONFIGURE ] FPI: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:41:30.489401] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:41:30.635785] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:30.780470] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:30.926884] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:31.072228] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:31.216744] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:31.364369] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:31.496741] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:31.630688] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:31.768453] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:31.906302] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:31.906464] [INFO ] [CONFIGURE ] FPI: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:41:31.906509] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 490 tests
[2025-10-14T23:41:31.906544] [INFO ] [CONFIGURE ] FPI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:41:31.906575] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:41:32.037116] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:32.168988] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:32.302150] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:32.438217] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:32.572706] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:32.706321] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:32.840662] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:32.983831] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:33.135206] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:33.288844] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:33.289116] [INFO ] [CONFIGURE ] FPI: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:41:33.289207] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 489 tests
[2025-10-14T23:41:33.289307] [INFO ] [CONFIGURE ] FPI: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:41:33.289378] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:41:33.441800] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:33.586278] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:33.731309] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:33.879869] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:34.024475] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:34.167430] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:34.312265] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:34.458394] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:34.603422] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:34.749766] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:34.749958] [INFO ] [CONFIGURE ] FPI: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:41:34.750005] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 488 tests
[2025-10-14T23:41:34.750040] [INFO ] [CONFIGURE ] FPI: Testing feature 28/29: add_volume_profile
[2025-10-14T23:41:34.750071] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:41:34.882091] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:41:35.031875] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:35.186268] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:35.325937] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:35.487144] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:35.642152] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:35.787468] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:35.920420] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:36.056179] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:36.190267] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:36.190448] [INFO ] [CONFIGURE ] FPI: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-14T23:41:36.190493] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 487 tests
[2025-10-14T23:41:36.190527] [INFO ] [CONFIGURE ] FPI: Testing feature 29/29: add_vwap
[2025-10-14T23:41:36.190612] [INFO ] [CONFIGURE ] FPI: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_vwap']
[2025-10-14T23:41:36.322063] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:41:36.468333] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:41:36.621101] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:36.757048] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:36.891559] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:37.027045] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:41:37.164020] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:37.301613] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:37.443152] [DEBUG] [FORECASTER] FPI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:37.592194] [DEBUG] [FORECASTER] FPI: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:41:37.592342] [INFO ] [CONFIGURE ] FPI: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:41:37.592386] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 486 tests
[2025-10-14T23:41:37.592421] [INFO ] [CONFIGURE ] FPI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:41:37.592451] [INFO ] [CONFIGURE ] FPI: Best accuracy: 70.00%
[2025-10-14T23:41:37.592487] [INFO ] [CONFIGURE ] FPI: Best feature set (2 features): ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:41:37.592516] [INFO ] [CONFIGURE ] FPI: Improvement over baseline: 40.00%
[2025-10-14T23:41:37.592542] [INFO ] [CONFIGURE ] FPI: Total time: 40.8 seconds
[2025-10-14T23:41:37.592569] [INFO ] [CONFIGURE ] FPI: Average time per feature: 1.4 seconds
[2025-10-14T23:41:37.592596] [INFO ] [CONFIGURE ] FPI: Average speed: 0.71 features/sec
[2025-10-14T23:41:37.593208] [INFO ] [LOCAL     ] Saved configuration for FPI: 2 features, 70.00% accuracy -> ./output/feature-sets/FPI.json
[2025-10-14T23:41:37.593263] [INFO ] [CONFIGURE ] FPI: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:41:37.593340] [INFO ] [sig       ] [80/96] Successfully configured FPI | 0.02 sym/s | Total: 57.2m | ETA: 11.4m
[2025-10-14T23:41:37.593406] [INFO ] [sig       ] [81/96] Configuring GDIV...
[2025-10-14T23:41:37.593444] [INFO ] [CONFIGURE ] GDIV: Configurate test run.
[2025-10-14T23:41:37.593475] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDIV' from 'https://tdm.silogroup.org/data/derivative_storage/GDIV.csv'.
[2025-10-14T23:41:37.605456] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GDIV'.
[2025-10-14T23:41:37.605774] [INFO ] [CONFIGURE ] GDIV: Testing with 29 available features
[2025-10-14T23:41:37.605829] [INFO ] [CONFIGURE ] GDIV: Establishing baseline with no features...
[2025-10-14T23:41:37.709208] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:37.807659] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:37.906720] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:38.005597] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:38.106499] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:38.206601] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:38.304131] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:38.402619] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:38.503240] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:38.604583] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:38.604735] [INFO ] [CONFIGURE ] GDIV: Baseline score (no features): 40.00%
[2025-10-14T23:41:38.604788] [INFO ] [CONFIGURE ] GDIV: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:41:38.604824] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:41:38.716146] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:38.825607] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:38.936905] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:39.052859] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:39.172337] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:39.294153] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:39.413868] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:39.537235] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:39.657753] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:39.788449] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:39.788611] [INFO ] [CONFIGURE ] GDIV: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:41:39.788683] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 485 tests
[2025-10-14T23:41:39.788737] [INFO ] [CONFIGURE ] GDIV: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:41:39.788772] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:41:39.924359] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:40.059296] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:40.194858] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:40.332776] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:40.470557] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:40.606629] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:41:40.741201] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:40.877391] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:41.012474] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:41.155143] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:41.155294] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:41:41.155337] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 484 tests
[2025-10-14T23:41:41.155372] [INFO ] [CONFIGURE ] GDIV: Testing feature 3/29: add_daily_returns
[2025-10-14T23:41:41.155487] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:41:41.275082] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:41.409615] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:41.534509] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:41.661015] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:41.806367] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:41.939125] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:42.069165] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:42.196835] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:42.327600] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:42.451447] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:42.451636] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:41:42.451721] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 483 tests
[2025-10-14T23:41:42.451761] [INFO ] [CONFIGURE ] GDIV: Testing feature 4/29: add_ema
[2025-10-14T23:41:42.451793] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:41:42.583689] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:42.715380] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:42.849125] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:42.989254] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:43.126189] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:43.261801] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:43.401011] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:43.539897] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:43.679461] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:43.819596] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:43.819814] [INFO ] [CONFIGURE ] GDIV: KEPT add_ema (score: 60.00%)
[2025-10-14T23:41:43.819868] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 482 tests
[2025-10-14T23:41:43.819906] [INFO ] [CONFIGURE ] GDIV: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:41:43.819940] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:41:43.985758] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:44.152713] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:44.319631] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:44.487787] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:44.654024] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:44.822343] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:44.988118] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:45.154020] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:45.324485] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:45.496599] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:45.496801] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:41:45.496853] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 481 tests
[2025-10-14T23:41:45.496890] [INFO ] [CONFIGURE ] GDIV: Testing feature 6/29: add_failed_moves
[2025-10-14T23:41:45.496923] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_failed_moves']
[2025-10-14T23:41:45.643058] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:45.796108] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:45.947242] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:46.103777] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:46.256491] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:46.409829] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:46.566829] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:46.719834] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:46.878231] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:47.035045] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:47.035215] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:41:47.035261] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 480 tests
[2025-10-14T23:41:47.035295] [INFO ] [CONFIGURE ] GDIV: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:41:47.035327] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:41:47.177321] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:47.317439] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:47.459045] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:47.600617] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:47.743194] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:47.888956] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:48.032515] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:48.174864] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:48.319606] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:48.468612] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:48.468859] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T23:41:48.468911] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 479 tests
[2025-10-14T23:41:48.468948] [INFO ] [CONFIGURE ] GDIV: Testing feature 8/29: add_macd
[2025-10-14T23:41:48.468983] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:41:48.644215] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:48.818317] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:48.995588] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:49.179254] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:49.358424] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:49.537259] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:49.718082] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:49.899089] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:50.082228] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:50.265740] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:50.265923] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:41:50.265967] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 478 tests
[2025-10-14T23:41:50.266005] [INFO ] [CONFIGURE ] GDIV: Testing feature 9/29: add_mfi
[2025-10-14T23:41:50.266059] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_mfi']
[2025-10-14T23:41:50.425911] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:50.611257] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:50.768773] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:50.928753] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:51.088817] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:51.248500] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:51.402529] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:51.557167] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:51.722577] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:51.884598] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:51.884853] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:41:51.884919] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 477 tests
[2025-10-14T23:41:51.884961] [INFO ] [CONFIGURE ] GDIV: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:41:51.884996] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:41:52.054591] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:52.217180] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:52.379731] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:52.542724] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:41:52.710108] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:52.876991] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:41:53.053274] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:41:53.221059] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:53.386351] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:41:53.552584] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:53.552778] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:41:53.552829] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 476 tests
[2025-10-14T23:41:53.552865] [INFO ] [CONFIGURE ] GDIV: Testing feature 11/29: add_obv_daily
[2025-10-14T23:41:53.552896] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-14T23:41:53.696541] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:53.848171] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:53.997894] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:54.149435] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:54.309475] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:54.462458] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:54.614630] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:54.769806] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:41:54.924474] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:55.093403] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:55.093587] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:41:55.093632] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 475 tests
[2025-10-14T23:41:55.093709] [INFO ] [CONFIGURE ] GDIV: Testing feature 12/29: add_obv_interval
[2025-10-14T23:41:55.093752] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_interval']
[2025-10-14T23:41:55.239190] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:41:55.384263] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:41:55.530845] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:55.681670] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:41:55.826894] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:55.968979] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:56.111021] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:56.252805] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:56.394467] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:56.536901] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:56.537068] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:41:56.537111] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 474 tests
[2025-10-14T23:41:56.537147] [INFO ] [CONFIGURE ] GDIV: Testing feature 13/29: add_opening_strength
[2025-10-14T23:41:56.537179] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:41:56.686278] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:41:56.839694] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:56.989445] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:41:57.140984] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:41:57.297482] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:41:57.450369] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:57.606605] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:57.762892] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:57.919149] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:58.091465] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:58.091673] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:41:58.091737] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 473 tests
[2025-10-14T23:41:58.091778] [INFO ] [CONFIGURE ] GDIV: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:41:58.091814] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:41:58.254281] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:41:58.409089] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:41:58.559125] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:41:58.708204] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:41:58.857636] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:41:59.007917] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:41:59.158362] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:41:59.334329] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:41:59.501219] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:41:59.696786] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:41:59.696978] [INFO ] [CONFIGURE ] GDIV: KEPT add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:41:59.697025] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 472 tests
[2025-10-14T23:41:59.697061] [INFO ] [CONFIGURE ] GDIV: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:41:59.697093] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-14T23:41:59.864569] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:00.030987] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:00.195569] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:00.359941] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:42:00.528789] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:00.702283] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:00.865787] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:01.022675] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:01.181282] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:01.355856] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:01.356058] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:42:01.356122] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 471 tests
[2025-10-14T23:42:01.356160] [INFO ] [CONFIGURE ] GDIV: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:42:01.356193] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-14T23:42:01.522585] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:01.686890] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:01.860255] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:02.074993] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:42:02.235930] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:02.404451] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:02.573854] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:02.739380] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:42:02.901943] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:03.086391] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:03.086575] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:42:03.086620] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 470 tests
[2025-10-14T23:42:03.086689] [INFO ] [CONFIGURE ] GDIV: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:42:03.086739] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-14T23:42:03.263269] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:03.436052] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:03.609043] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:03.783742] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:03.972185] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:04.165293] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:04.355243] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:04.541343] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:04.713422] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:04.893061] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:04.893249] [INFO ] [CONFIGURE ] GDIV: KEPT add_pbf_return_2d (score: 80.00%)
[2025-10-14T23:42:04.893311] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 469 tests
[2025-10-14T23:42:04.893370] [INFO ] [CONFIGURE ] GDIV: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:42:04.893405] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_pbf_volatility_5d']
[2025-10-14T23:42:05.064981] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:05.237152] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:05.409708] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:05.585732] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:05.774485] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:05.952455] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:06.135430] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:06.325824] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:06.508834] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:06.698210] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:06.698383] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-14T23:42:06.698429] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 468 tests
[2025-10-14T23:42:06.698465] [INFO ] [CONFIGURE ] GDIV: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:42:06.698498] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_pbf_vs_sma_5']
[2025-10-14T23:42:06.873334] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:07.082158] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:07.277522] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:07.469105] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:07.650141] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:07.830910] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:42:08.008074] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:08.183927] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:08.371604] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:08.559903] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:08.560129] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:42:08.560202] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 467 tests
[2025-10-14T23:42:08.560261] [INFO ] [CONFIGURE ] GDIV: Testing feature 20/29: add_price_rejection
[2025-10-14T23:42:08.560298] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_price_rejection']
[2025-10-14T23:42:08.831900] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:09.077508] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:09.355269] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:42:09.611816] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:09.823730] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:10.034608] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:10.243371] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:10.453121] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:10.655910] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:10.838409] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:10.838577] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:42:10.838622] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 466 tests
[2025-10-14T23:42:10.838690] [INFO ] [CONFIGURE ] GDIV: Testing feature 21/29: add_range_position
[2025-10-14T23:42:10.838738] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_range_position']
[2025-10-14T23:42:11.021021] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:11.207589] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:11.393311] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:42:11.595266] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:11.840973] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:12.040023] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:12.228624] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:12.425317] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:12.615564] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:12.803624] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:12.803812] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:42:12.803866] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 465 tests
[2025-10-14T23:42:12.803903] [INFO ] [CONFIGURE ] GDIV: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:42:12.803998] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_realized_volatility']
[2025-10-14T23:42:13.004253] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:13.206290] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:42:13.406955] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:13.623261] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:13.826481] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:14.031903] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:14.242348] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:14.450334] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:14.660209] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:14.882176] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:14.882402] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:42:14.882454] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 464 tests
[2025-10-14T23:42:14.882491] [INFO ] [CONFIGURE ] GDIV: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:42:14.882524] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_recent_range_context']
[2025-10-14T23:42:15.065475] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:15.244543] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:15.424798] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:15.615747] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:15.797987] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:15.979451] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:16.161405] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:16.347439] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:16.536593] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:16.726550] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:16.726753] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:42:16.726810] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 463 tests
[2025-10-14T23:42:16.726849] [INFO ] [CONFIGURE ] GDIV: Testing feature 24/29: add_rsi
[2025-10-14T23:42:16.726884] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi']
[2025-10-14T23:42:16.910321] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:17.100334] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:17.285850] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:17.471619] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:17.656214] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:17.865862] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:18.064982] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:18.254999] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:42:18.452025] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:18.647016] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:18.647200] [INFO ] [CONFIGURE ] GDIV: KEPT add_rsi (score: 90.00%)
[2025-10-14T23:42:18.647246] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 462 tests
[2025-10-14T23:42:18.647283] [INFO ] [CONFIGURE ] GDIV: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:42:18.647318] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi', 'add_tick_distribution']
[2025-10-14T23:42:18.840130] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:19.034541] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:19.220787] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:19.407510] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:42:19.593001] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:19.785296] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:19.975610] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:20.164570] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:42:20.352913] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:20.546341] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:20.546514] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:42:20.546560] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 461 tests
[2025-10-14T23:42:20.546596] [INFO ] [CONFIGURE ] GDIV: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:42:20.546630] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi', 'add_volume_momentum_confirmation']
[2025-10-14T23:42:20.739912] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:20.939842] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:42:21.131963] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:42:21.328511] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:42:21.527376] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:21.725370] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:21.921138] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:22.121373] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:42:22.323302] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:42:22.556618] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:22.556866] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:42:22.556949] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 460 tests
[2025-10-14T23:42:22.557026] [INFO ] [CONFIGURE ] GDIV: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:42:22.557107] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi', 'add_volume_price_divergence']
[2025-10-14T23:42:22.660585] [FATAL] [FORECASTER] Failed to test lookback=11: [23:42:22] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:22.763871] [FATAL] [FORECASTER] Failed to test lookback=10: [23:42:22] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:22.869214] [FATAL] [FORECASTER] Failed to test lookback=9: [23:42:22] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:22.983844] [FATAL] [FORECASTER] Failed to test lookback=8: [23:42:22] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.082961] [FATAL] [FORECASTER] Failed to test lookback=7: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.175306] [FATAL] [FORECASTER] Failed to test lookback=6: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.268121] [FATAL] [FORECASTER] Failed to test lookback=5: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.360638] [FATAL] [FORECASTER] Failed to test lookback=4: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.477795] [FATAL] [FORECASTER] Failed to test lookback=3: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.583710] [FATAL] [FORECASTER] Failed to test lookback=2: [23:42:23] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fc7278a6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fc727beba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fc727be96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fc727bea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fc727b7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fc7277b9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fc74fd63056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fc74fd5e74d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fc74fd6164e]


[2025-10-14T23:42:23.584187] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_volume_price_divergence (score: 0.00%)
[2025-10-14T23:42:23.584245] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 459 tests
[2025-10-14T23:42:23.584286] [INFO ] [CONFIGURE ] GDIV: Testing feature 28/29: add_volume_profile
[2025-10-14T23:42:23.584497] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi', 'add_volume_profile']
[2025-10-14T23:42:23.793405] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:23.994856] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:24.188798] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:24.394867] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:42:24.590530] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:24.780173] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:24.978635] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:25.177876] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:25.376213] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:25.580786] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:25.580970] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:42:25.581017] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 458 tests
[2025-10-14T23:42:25.581054] [INFO ] [CONFIGURE ] GDIV: Testing feature 29/29: add_vwap
[2025-10-14T23:42:25.581088] [INFO ] [CONFIGURE ] GDIV: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi', 'add_vwap']
[2025-10-14T23:42:25.784772] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:42:25.998966] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:42:26.217914] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:26.419779] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:42:26.617513] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:26.816361] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:42:27.012725] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:27.226874] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:42:27.427499] [DEBUG] [FORECASTER] GDIV: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:42:27.630304] [DEBUG] [FORECASTER] GDIV: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:42:27.630488] [INFO ] [CONFIGURE ] GDIV: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:42:27.630534] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 457 tests
[2025-10-14T23:42:27.630570] [INFO ] [CONFIGURE ] GDIV: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:42:27.630601] [INFO ] [CONFIGURE ] GDIV: Best accuracy: 90.00%
[2025-10-14T23:42:27.630633] [INFO ] [CONFIGURE ] GDIV: Best feature set (5 features): ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d', 'add_rsi']
[2025-10-14T23:42:27.630718] [INFO ] [CONFIGURE ] GDIV: Improvement over baseline: 50.00%
[2025-10-14T23:42:27.630781] [INFO ] [CONFIGURE ] GDIV: Total time: 49.0 seconds
[2025-10-14T23:42:27.630843] [INFO ] [CONFIGURE ] GDIV: Average time per feature: 1.7 seconds
[2025-10-14T23:42:27.630879] [INFO ] [CONFIGURE ] GDIV: Average speed: 0.59 features/sec
[2025-10-14T23:42:27.631620] [INFO ] [LOCAL     ] Saved configuration for GDIV: 5 features, 90.00% accuracy -> ./output/feature-sets/GDIV.json
[2025-10-14T23:42:27.631704] [INFO ] [CONFIGURE ] GDIV: Configuration saved successfully: 5 features, 90.00% accuracy.
[2025-10-14T23:42:27.631783] [INFO ] [sig       ] [81/96] Successfully configured GDIV | 0.02 sym/s | Total: 58.1m | ETA: 10.8m
[2025-10-14T23:42:27.631862] [INFO ] [sig       ] [82/96] Configuring GVA...
[2025-10-14T23:42:27.631902] [INFO ] [CONFIGURE ] GVA: Configurate test run.
[2025-10-14T23:42:27.631934] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GVA' from 'https://tdm.silogroup.org/data/derivative_storage/GVA.csv'.
[2025-10-14T23:42:27.643910] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GVA'.
[2025-10-14T23:42:27.644382] [INFO ] [CONFIGURE ] GVA: Testing with 29 available features
[2025-10-14T23:42:27.644439] [INFO ] [CONFIGURE ] GVA: Establishing baseline with no features...
[2025-10-14T23:42:27.752542] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:27.858222] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:27.972581] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:28.079222] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:28.183875] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:28.288616] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:28.392987] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:28.498418] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:28.603180] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:42:28.710352] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:28.710536] [INFO ] [CONFIGURE ] GVA: Baseline score (no features): 40.00%
[2025-10-14T23:42:28.710584] [INFO ] [CONFIGURE ] GVA: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:42:28.710620] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:42:28.835982] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:28.954327] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:29.068826] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:29.183678] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:29.297785] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:29.412055] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:29.530788] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:29.650400] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:29.770630] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:29.888287] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:29.888430] [INFO ] [CONFIGURE ] GVA: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:42:29.888474] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 456 tests
[2025-10-14T23:42:29.888508] [INFO ] [CONFIGURE ] GVA: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:42:29.888539] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:42:30.003401] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:30.118145] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:42:30.233629] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:42:30.355390] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:30.483938] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:30.611497] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:30.747753] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:30.882737] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:31.033690] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:31.164080] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:31.164245] [INFO ] [CONFIGURE ] GVA: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:42:31.164288] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 455 tests
[2025-10-14T23:42:31.164323] [INFO ] [CONFIGURE ] GVA: Testing feature 3/29: add_daily_returns
[2025-10-14T23:42:31.164354] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_daily_returns']
[2025-10-14T23:42:31.286046] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:31.410516] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:31.532583] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:31.658666] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:31.786253] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:31.916351] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:32.034464] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:32.146803] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:32.260620] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:42:32.373825] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:32.373986] [INFO ] [CONFIGURE ] GVA: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:42:32.374031] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 454 tests
[2025-10-14T23:42:32.374067] [INFO ] [CONFIGURE ] GVA: Testing feature 4/29: add_ema
[2025-10-14T23:42:32.374099] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema']
[2025-10-14T23:42:32.497343] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:32.620393] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:32.745873] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:32.870141] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:33.014138] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:33.146199] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:33.284965] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:33.417332] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:33.547696] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:33.689107] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:33.689290] [INFO ] [CONFIGURE ] GVA: KEPT add_ema (score: 60.00%)
[2025-10-14T23:42:33.689341] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 453 tests
[2025-10-14T23:42:33.689379] [INFO ] [CONFIGURE ] GVA: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:42:33.689489] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:42:33.862472] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:34.018690] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:34.173787] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:42:34.332206] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:34.493345] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:34.649568] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:34.803546] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:34.953758] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:35.113846] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:42:35.280473] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:35.280665] [INFO ] [CONFIGURE ] GVA: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:42:35.280729] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 452 tests
[2025-10-14T23:42:35.280769] [INFO ] [CONFIGURE ] GVA: Testing feature 6/29: add_failed_moves
[2025-10-14T23:42:35.280803] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T23:42:35.410354] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:35.542275] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:35.680440] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:35.820406] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:35.953179] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:36.087077] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:36.224948] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:36.361008] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:36.499267] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:36.631221] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:36.631413] [INFO ] [CONFIGURE ] GVA: KEPT add_failed_moves (score: 70.00%)
[2025-10-14T23:42:36.631489] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 451 tests
[2025-10-14T23:42:36.631554] [INFO ] [CONFIGURE ] GVA: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:42:36.631621] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_lag_shelf']
[2025-10-14T23:42:36.765453] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:36.899173] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:37.045664] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:37.187849] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:37.326806] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:37.456350] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:37.590178] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:37.730374] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:37.865662] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:37.999254] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:37.999400] [INFO ] [CONFIGURE ] GVA: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:42:37.999443] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 450 tests
[2025-10-14T23:42:37.999478] [INFO ] [CONFIGURE ] GVA: Testing feature 8/29: add_macd
[2025-10-14T23:42:37.999510] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_vwap', 'add_macd']
[2025-10-14T23:42:38.159765] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:38.323435] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:38.488960] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:38.656061] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:38.824074] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:38.990081] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:39.151830] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:39.322433] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:39.492939] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:39.669257] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:39.669424] [INFO ] [CONFIGURE ] GVA: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:42:39.669469] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 449 tests
[2025-10-14T23:42:39.669505] [INFO ] [CONFIGURE ] GVA: Testing feature 9/29: add_mfi
[2025-10-14T23:42:39.669536] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_mfi']
[2025-10-14T23:42:39.817277] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:39.968088] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:40.118376] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:40.274673] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:40.425973] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:40.579239] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:40.731345] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:40.889488] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:41.042007] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:41.195499] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:41.195714] [INFO ] [CONFIGURE ] GVA: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:42:41.195777] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 448 tests
[2025-10-14T23:42:41.195816] [INFO ] [CONFIGURE ] GVA: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:42:41.195847] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:42:41.358893] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:41.525360] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:41.712775] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:41.895603] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:42.108421] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:42.290781] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:42.475395] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:42.680592] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:42.884915] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:42:43.086662] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:43.086950] [INFO ] [CONFIGURE ] GVA: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:42:43.087033] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 447 tests
[2025-10-14T23:42:43.087137] [INFO ] [CONFIGURE ] GVA: Testing feature 11/29: add_obv_daily
[2025-10-14T23:42:43.087177] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_obv_daily']
[2025-10-14T23:42:43.260392] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:43.422977] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:43.578481] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:43.747618] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:43.921187] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:44.096322] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:44.263429] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:44.442662] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:44.607893] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:44.779055] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:44.779384] [INFO ] [CONFIGURE ] GVA: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:42:44.779456] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 446 tests
[2025-10-14T23:42:44.779512] [INFO ] [CONFIGURE ] GVA: Testing feature 12/29: add_obv_interval
[2025-10-14T23:42:44.779575] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_obv_interval']
[2025-10-14T23:42:44.946840] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:45.138389] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:45.307595] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:45.470925] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:45.622805] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:45.779275] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:45.935454] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:46.091755] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:42:46.257361] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:46.405080] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:46.405396] [INFO ] [CONFIGURE ] GVA: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:42:46.405455] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 445 tests
[2025-10-14T23:42:46.405493] [INFO ] [CONFIGURE ] GVA: Testing feature 13/29: add_opening_strength
[2025-10-14T23:42:46.405526] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:42:46.550864] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:46.695571] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:46.839575] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:46.985368] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:47.137115] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:47.290901] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:47.443797] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:47.598219] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:47.752663] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:47.923470] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:47.923667] [INFO ] [CONFIGURE ] GVA: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:42:47.923734] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 444 tests
[2025-10-14T23:42:47.923774] [INFO ] [CONFIGURE ] GVA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:42:47.923808] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_order_flow_imbalance']
[2025-10-14T23:42:48.089740] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:48.257056] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:48.441495] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:48.597756] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:48.749421] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:48.903357] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:49.055912] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:49.210394] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:49.366159] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:42:49.538891] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:49.539128] [INFO ] [CONFIGURE ] GVA: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:42:49.539181] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 443 tests
[2025-10-14T23:42:49.539218] [INFO ] [CONFIGURE ] GVA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:42:49.539249] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_morning_momentum']
[2025-10-14T23:42:49.675956] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:49.816764] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:49.956352] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:50.100725] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:50.239809] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:50.377157] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:50.511122] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:50.645975] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:50.780864] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:50.917894] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:50.918081] [INFO ] [CONFIGURE ] GVA: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:42:50.918139] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 442 tests
[2025-10-14T23:42:50.918177] [INFO ] [CONFIGURE ] GVA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:42:50.918209] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_overnight_gap']
[2025-10-14T23:42:51.055625] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:51.192712] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:51.333578] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:51.471286] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:51.611806] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:42:51.757385] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:51.898917] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:52.037803] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:52.176754] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:52.315368] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:52.315569] [INFO ] [CONFIGURE ] GVA: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:42:52.315619] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 441 tests
[2025-10-14T23:42:52.315691] [INFO ] [CONFIGURE ] GVA: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:42:52.315741] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_return_2d']
[2025-10-14T23:42:52.455367] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:52.596285] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:52.737167] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:52.878482] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:53.021263] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:53.163811] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:53.305985] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:53.449558] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:53.596282] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:53.744083] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:53.744271] [INFO ] [CONFIGURE ] GVA: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:42:53.744325] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 440 tests
[2025-10-14T23:42:53.744396] [INFO ] [CONFIGURE ] GVA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:42:53.744448] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_volatility_5d']
[2025-10-14T23:42:53.875503] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:54.026536] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:54.156274] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:54.291922] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:54.454254] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:54.590612] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:54.726093] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:42:54.860483] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:54.998211] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:55.133828] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:55.134000] [INFO ] [CONFIGURE ] GVA: DISCARDED add_pbf_volatility_5d (score: 30.00%)
[2025-10-14T23:42:55.134044] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 439 tests
[2025-10-14T23:42:55.134080] [INFO ] [CONFIGURE ] GVA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:42:55.134112] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_pbf_vs_sma_5']
[2025-10-14T23:42:55.265853] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:55.396417] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:55.527310] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:55.660513] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:55.791255] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:55.924090] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:56.054131] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:56.183607] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:56.316331] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:56.446758] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:42:56.446908] [INFO ] [CONFIGURE ] GVA: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:42:56.446951] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 438 tests
[2025-10-14T23:42:56.446985] [INFO ] [CONFIGURE ] GVA: Testing feature 20/29: add_price_rejection
[2025-10-14T23:42:56.447016] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_price_rejection']
[2025-10-14T23:42:56.583312] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:56.721255] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:56.862303] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:57.001169] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:42:57.140564] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:57.280170] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:42:57.421306] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:57.570204] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:57.722324] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:57.870838] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:57.870997] [INFO ] [CONFIGURE ] GVA: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T23:42:57.871042] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 437 tests
[2025-10-14T23:42:57.871078] [INFO ] [CONFIGURE ] GVA: Testing feature 21/29: add_range_position
[2025-10-14T23:42:57.871111] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_range_position']
[2025-10-14T23:42:58.021582] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:58.171853] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:42:58.322038] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:42:58.474208] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:42:58.626178] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:42:58.782290] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:42:58.935872] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:42:59.089578] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:42:59.243679] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:42:59.409213] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:42:59.409414] [INFO ] [CONFIGURE ] GVA: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:42:59.409462] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 436 tests
[2025-10-14T23:42:59.409500] [INFO ] [CONFIGURE ] GVA: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:42:59.409532] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_realized_volatility']
[2025-10-14T23:42:59.604513] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:42:59.801984] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:42:59.997419] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:00.166435] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:00.336884] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:00.538874] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:00.711085] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:00.887418] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:01.062572] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:01.239355] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:01.239552] [INFO ] [CONFIGURE ] GVA: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-14T23:43:01.239598] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 435 tests
[2025-10-14T23:43:01.239635] [INFO ] [CONFIGURE ] GVA: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:43:01.239712] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_recent_range_context']
[2025-10-14T23:43:01.386448] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:01.533927] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:01.679238] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:01.822125] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:01.963175] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:02.105132] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:02.259276] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:02.401062] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:02.544565] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:02.690114] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:02.690268] [INFO ] [CONFIGURE ] GVA: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:43:02.690312] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 434 tests
[2025-10-14T23:43:02.690348] [INFO ] [CONFIGURE ] GVA: Testing feature 24/29: add_rsi
[2025-10-14T23:43:02.690381] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_rsi']
[2025-10-14T23:43:02.830706] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:02.973074] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:03.119669] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:03.262272] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:03.404835] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:03.581097] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:03.726236] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:03.878747] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:04.042374] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:04.206715] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:04.206881] [INFO ] [CONFIGURE ] GVA: DISCARDED add_rsi (score: 40.00%)
[2025-10-14T23:43:04.206927] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 433 tests
[2025-10-14T23:43:04.206964] [INFO ] [CONFIGURE ] GVA: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:43:04.206997] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_tick_distribution']
[2025-10-14T23:43:04.362198] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:04.520667] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:04.665385] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:04.801316] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:04.939191] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:05.080357] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:05.221229] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:05.362027] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:05.502184] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:05.645776] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:05.645977] [INFO ] [CONFIGURE ] GVA: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T23:43:05.646024] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 432 tests
[2025-10-14T23:43:05.646058] [INFO ] [CONFIGURE ] GVA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:43:05.646090] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_volume_momentum_confirmation']
[2025-10-14T23:43:05.789070] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:05.928534] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:06.073265] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:06.224914] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:06.375061] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:06.531194] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:06.681849] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:06.840394] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:06.988583] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:07.137534] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:07.137707] [INFO ] [CONFIGURE ] GVA: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-14T23:43:07.137764] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 431 tests
[2025-10-14T23:43:07.137802] [INFO ] [CONFIGURE ] GVA: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:43:07.137834] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_volume_price_divergence']
[2025-10-14T23:43:07.295061] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:07.453250] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:07.603482] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:07.753021] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:07.910578] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:08.062533] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:08.210229] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:08.364074] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:08.513604] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:08.667512] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:08.667727] [INFO ] [CONFIGURE ] GVA: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:43:08.667791] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 430 tests
[2025-10-14T23:43:08.667830] [INFO ] [CONFIGURE ] GVA: Testing feature 28/29: add_volume_profile
[2025-10-14T23:43:08.667862] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_volume_profile']
[2025-10-14T23:43:08.803827] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:08.937938] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:09.075540] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:09.210838] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:09.345979] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:09.481039] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:43:09.632132] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:09.768388] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:09.907979] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:10.051746] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:10.051912] [INFO ] [CONFIGURE ] GVA: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:43:10.051958] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 429 tests
[2025-10-14T23:43:10.051995] [INFO ] [CONFIGURE ] GVA: Testing feature 29/29: add_vwap
[2025-10-14T23:43:10.052028] [INFO ] [CONFIGURE ] GVA: Testing with features: ['add_ema', 'add_failed_moves', 'add_vwap']
[2025-10-14T23:43:10.189999] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:10.333886] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:10.479077] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:10.621821] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:10.764969] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:10.915432] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:43:11.068576] [DEBUG] [FORECASTER] GVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:11.217007] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:43:11.365486] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:43:11.506909] [DEBUG] [FORECASTER] GVA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:11.507067] [INFO ] [CONFIGURE ] GVA: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:43:11.507112] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 428 tests
[2025-10-14T23:43:11.507148] [INFO ] [CONFIGURE ] GVA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:43:11.507179] [INFO ] [CONFIGURE ] GVA: Best accuracy: 70.00%
[2025-10-14T23:43:11.507209] [INFO ] [CONFIGURE ] GVA: Best feature set (2 features): ['add_ema', 'add_failed_moves']
[2025-10-14T23:43:11.507238] [INFO ] [CONFIGURE ] GVA: Improvement over baseline: 30.00%
[2025-10-14T23:43:11.507318] [INFO ] [CONFIGURE ] GVA: Total time: 42.8 seconds
[2025-10-14T23:43:11.507357] [INFO ] [CONFIGURE ] GVA: Average time per feature: 1.5 seconds
[2025-10-14T23:43:11.507387] [INFO ] [CONFIGURE ] GVA: Average speed: 0.68 features/sec
[2025-10-14T23:43:11.507979] [INFO ] [LOCAL     ] Saved configuration for GVA: 2 features, 70.00% accuracy -> ./output/feature-sets/GVA.json
[2025-10-14T23:43:11.508059] [INFO ] [CONFIGURE ] GVA: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:43:11.508147] [INFO ] [sig       ] [82/96] Successfully configured GVA | 0.02 sym/s | Total: 58.8m | ETA: 10.0m
[2025-10-14T23:43:11.508213] [INFO ] [sig       ] [83/96] Configuring HLX...
[2025-10-14T23:43:11.508252] [INFO ] [CONFIGURE ] HLX: Configurate test run.
[2025-10-14T23:43:11.508283] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLX' from 'https://tdm.silogroup.org/data/derivative_storage/HLX.csv'.
[2025-10-14T23:43:11.519400] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLX'.
[2025-10-14T23:43:11.519820] [INFO ] [CONFIGURE ] HLX: Testing with 29 available features
[2025-10-14T23:43:11.519875] [INFO ] [CONFIGURE ] HLX: Establishing baseline with no features...
[2025-10-14T23:43:11.629285] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:11.730683] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:11.834498] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:11.940230] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:12.044216] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:12.147887] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:12.252997] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:12.360439] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:12.469205] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:12.579766] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:12.579925] [INFO ] [CONFIGURE ] HLX: Baseline score (no features): 70.00%
[2025-10-14T23:43:12.579978] [INFO ] [CONFIGURE ] HLX: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:43:12.580014] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:43:12.699445] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:12.823086] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:12.951754] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:13.073214] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:13.197549] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:13.326234] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:13.452414] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:13.575094] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:13.703178] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:13.831296] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:13.831668] [INFO ] [CONFIGURE ] HLX: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-14T23:43:13.831731] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 427 tests
[2025-10-14T23:43:13.831768] [INFO ] [CONFIGURE ] HLX: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:43:13.831800] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:43:13.959090] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:14.092386] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:14.219091] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:14.349065] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:14.479596] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:14.609612] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:14.740465] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:14.871857] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:15.003780] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:15.139995] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:15.140184] [INFO ] [CONFIGURE ] HLX: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:43:15.140237] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 426 tests
[2025-10-14T23:43:15.140276] [INFO ] [CONFIGURE ] HLX: Testing feature 3/29: add_daily_returns
[2025-10-14T23:43:15.140310] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_daily_returns']
[2025-10-14T23:43:15.258927] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:15.382064] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:15.499598] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:15.624469] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:15.742510] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:15.864783] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:15.983458] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:16.102393] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:16.222476] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:16.342602] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:16.342818] [INFO ] [CONFIGURE ] HLX: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:43:16.342871] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 425 tests
[2025-10-14T23:43:16.342906] [INFO ] [CONFIGURE ] HLX: Testing feature 4/29: add_ema
[2025-10-14T23:43:16.342939] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_ema']
[2025-10-14T23:43:16.471853] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:16.607242] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:16.735788] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:16.865077] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:16.994612] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:17.125448] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:17.257423] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:17.389408] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:17.521929] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:17.655385] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:17.655557] [INFO ] [CONFIGURE ] HLX: DISCARDED add_ema (score: 70.00%)
[2025-10-14T23:43:17.655608] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 424 tests
[2025-10-14T23:43:17.655672] [INFO ] [CONFIGURE ] HLX: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:43:17.655727] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:43:17.804085] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:17.944516] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:18.104252] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:18.290801] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:18.489490] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:18.701001] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:18.887433] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:19.045979] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:19.183905] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:19.318707] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:19.318905] [INFO ] [CONFIGURE ] HLX: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:43:19.318969] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 423 tests
[2025-10-14T23:43:19.319009] [INFO ] [CONFIGURE ] HLX: Testing feature 6/29: add_failed_moves
[2025-10-14T23:43:19.319042] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_failed_moves']
[2025-10-14T23:43:19.433974] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:19.548854] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:19.660601] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:19.773782] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:19.885876] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:20.002525] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:20.131554] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:20.245732] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:20.358948] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:20.473307] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:20.473453] [INFO ] [CONFIGURE ] HLX: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:43:20.473496] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 422 tests
[2025-10-14T23:43:20.473531] [INFO ] [CONFIGURE ] HLX: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:43:20.473562] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_lag_shelf']
[2025-10-14T23:43:20.575924] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:20.679808] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:20.781387] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:20.883977] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:20.986166] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:21.089390] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:21.194806] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:21.300459] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:21.405971] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:21.510859] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:21.510991] [INFO ] [CONFIGURE ] HLX: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:43:21.511033] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 421 tests
[2025-10-14T23:43:21.511088] [INFO ] [CONFIGURE ] HLX: Testing feature 8/29: add_macd
[2025-10-14T23:43:21.511123] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:43:21.649418] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:21.795103] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:21.936510] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:22.074941] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:22.233948] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:22.379759] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:22.520551] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:22.665357] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:22.819113] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:22.964569] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:22.964755] [INFO ] [CONFIGURE ] HLX: DISCARDED add_macd (score: 10.00%)
[2025-10-14T23:43:22.964837] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 420 tests
[2025-10-14T23:43:22.964896] [INFO ] [CONFIGURE ] HLX: Testing feature 9/29: add_mfi
[2025-10-14T23:43:22.964932] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_mfi']
[2025-10-14T23:43:23.083671] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:23.200328] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:23.323554] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:23.441335] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:23.562574] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:23.683751] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:23.806229] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:23.927899] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:24.051535] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:24.174092] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:24.174265] [INFO ] [CONFIGURE ] HLX: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:43:24.174309] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 419 tests
[2025-10-14T23:43:24.174344] [INFO ] [CONFIGURE ] HLX: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:43:24.174375] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:43:24.321028] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:24.455187] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:24.589137] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:24.721078] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:24.855877] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:24.992633] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:25.126971] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:25.266767] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:25.408186] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:25.545922] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:25.546096] [INFO ] [CONFIGURE ] HLX: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:43:25.546158] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 418 tests
[2025-10-14T23:43:25.546195] [INFO ] [CONFIGURE ] HLX: Testing feature 11/29: add_obv_daily
[2025-10-14T23:43:25.546227] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_obv_daily']
[2025-10-14T23:43:25.656159] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:25.768105] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:25.879415] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:25.993416] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:26.103257] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:26.216459] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:26.330337] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:26.446235] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:26.566574] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:26.683206] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:26.683382] [INFO ] [CONFIGURE ] HLX: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:43:26.683425] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 417 tests
[2025-10-14T23:43:26.683460] [INFO ] [CONFIGURE ] HLX: Testing feature 12/29: add_obv_interval
[2025-10-14T23:43:26.683492] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_obv_interval']
[2025-10-14T23:43:26.795942] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:26.907938] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:27.020992] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:27.133555] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:27.247497] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:27.362514] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:27.478903] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:27.595052] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:27.714791] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:27.826761] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:27.826912] [INFO ] [CONFIGURE ] HLX: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:43:27.826956] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 416 tests
[2025-10-14T23:43:27.827011] [INFO ] [CONFIGURE ] HLX: Testing feature 13/29: add_opening_strength
[2025-10-14T23:43:27.827068] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-14T23:43:27.943259] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:28.059586] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:28.177428] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:28.295481] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:28.416815] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:28.538587] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:28.659032] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:28.781288] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:28.902457] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:29.031533] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:29.031808] [INFO ] [CONFIGURE ] HLX: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:43:29.031867] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 415 tests
[2025-10-14T23:43:29.031905] [INFO ] [CONFIGURE ] HLX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:43:29.031937] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_order_flow_imbalance']
[2025-10-14T23:43:29.157186] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:29.279432] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:29.403233] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:29.531542] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:29.658563] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:29.787085] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:29.915564] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:30.046248] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:30.175793] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:30.306846] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:30.307126] [INFO ] [CONFIGURE ] HLX: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:43:30.307186] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 414 tests
[2025-10-14T23:43:30.307224] [INFO ] [CONFIGURE ] HLX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:43:30.307256] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-14T23:43:30.414476] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:30.522767] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:30.657228] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:30.764094] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:30.869256] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:30.975983] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:31.082040] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:31.188820] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:31.296046] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:31.404527] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:31.404747] [INFO ] [CONFIGURE ] HLX: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:43:31.404805] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 413 tests
[2025-10-14T23:43:31.404841] [INFO ] [CONFIGURE ] HLX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:43:31.404873] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-14T23:43:31.517683] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:31.630391] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:31.744766] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:31.860370] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:31.974635] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:32.089153] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:32.216372] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:32.340601] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:32.464442] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:32.582456] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:32.582686] [INFO ] [CONFIGURE ] HLX: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:43:32.582747] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 412 tests
[2025-10-14T23:43:32.582784] [INFO ] [CONFIGURE ] HLX: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:43:32.582815] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_return_2d']
[2025-10-14T23:43:32.699048] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:32.815959] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:32.932919] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:33.052549] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:33.180955] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:33.304307] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:33.425725] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:33.554033] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:33.681979] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:33.804595] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:33.804791] [INFO ] [CONFIGURE ] HLX: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:43:33.804841] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 411 tests
[2025-10-14T23:43:33.804877] [INFO ] [CONFIGURE ] HLX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:43:33.804909] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-14T23:43:33.913958] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:34.020859] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:34.129510] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:34.235123] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:34.342329] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:34.448217] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:34.555864] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:34.662956] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:34.770993] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:34.881631] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:34.881805] [INFO ] [CONFIGURE ] HLX: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:43:34.881880] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 410 tests
[2025-10-14T23:43:34.882002] [INFO ] [CONFIGURE ] HLX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:43:34.882054] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-14T23:43:34.986826] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:35.092358] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:35.206808] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:35.313469] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:35.420104] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:35.527261] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:35.638556] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:35.750489] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:35.861204] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:35.972366] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:35.972518] [INFO ] [CONFIGURE ] HLX: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:43:35.972562] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 409 tests
[2025-10-14T23:43:35.972597] [INFO ] [CONFIGURE ] HLX: Testing feature 20/29: add_price_rejection
[2025-10-14T23:43:35.972629] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_price_rejection']
[2025-10-14T23:43:36.087495] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:36.202941] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:36.323517] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:36.442305] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:36.561743] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:36.682218] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:36.800406] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:36.919837] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:37.041543] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:43:37.164370] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:37.164573] [INFO ] [CONFIGURE ] HLX: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T23:43:37.164623] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 408 tests
[2025-10-14T23:43:37.164694] [INFO ] [CONFIGURE ] HLX: Testing feature 21/29: add_range_position
[2025-10-14T23:43:37.164740] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_range_position']
[2025-10-14T23:43:37.292064] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:37.421488] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:37.549209] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:37.676024] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:37.803860] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:37.933860] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:38.064318] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:38.196007] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:38.328494] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:38.462066] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:38.462229] [INFO ] [CONFIGURE ] HLX: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:43:38.462275] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 407 tests
[2025-10-14T23:43:38.462310] [INFO ] [CONFIGURE ] HLX: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:43:38.462341] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility']
[2025-10-14T23:43:38.603710] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:38.746752] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:38.887831] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:39.029210] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:39.171116] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:39.313322] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:43:39.454981] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:39.597622] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:39.743057] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:39.916149] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:39.916306] [INFO ] [CONFIGURE ] HLX: KEPT add_realized_volatility (score: 80.00%)
[2025-10-14T23:43:39.916349] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 406 tests
[2025-10-14T23:43:39.916384] [INFO ] [CONFIGURE ] HLX: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:43:39.916415] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_recent_range_context']
[2025-10-14T23:43:40.071560] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:43:40.225414] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:40.377064] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:40.527952] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:40.681680] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:40.844943] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:41.006357] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:41.162367] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:41.319555] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:41.476858] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:41.477080] [INFO ] [CONFIGURE ] HLX: DISCARDED add_recent_range_context (score: 30.00%)
[2025-10-14T23:43:41.477130] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 405 tests
[2025-10-14T23:43:41.477167] [INFO ] [CONFIGURE ] HLX: Testing feature 24/29: add_rsi
[2025-10-14T23:43:41.477199] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-14T23:43:41.647435] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:41.815972] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:41.991464] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:42.170061] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:42.350215] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:42.535797] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:42.708019] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:42.882367] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:43.055111] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:43.226946] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:43.227099] [INFO ] [CONFIGURE ] HLX: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:43:43.227143] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 404 tests
[2025-10-14T23:43:43.227178] [INFO ] [CONFIGURE ] HLX: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:43:43.227209] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_tick_distribution']
[2025-10-14T23:43:43.378590] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:43.531077] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:43.679017] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:43.826926] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:43.976789] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:44.126866] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:43:44.278796] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:44.432101] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:44.585432] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:44.742083] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:44.742260] [INFO ] [CONFIGURE ] HLX: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:43:44.742306] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 403 tests
[2025-10-14T23:43:44.742342] [INFO ] [CONFIGURE ] HLX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:43:44.742375] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-14T23:43:44.899997] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:45.061106] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:45.215599] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:45.372986] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:45.535871] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:43:45.699335] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:43:45.862796] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:46.027361] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:46.188764] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:46.347846] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:46.348010] [INFO ] [CONFIGURE ] HLX: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:43:46.348095] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 402 tests
[2025-10-14T23:43:46.348145] [INFO ] [CONFIGURE ] HLX: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:43:46.348181] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_volume_price_divergence']
[2025-10-14T23:43:46.514215] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:46.677585] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:46.839199] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:47.003160] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:47.168834] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:47.334935] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:47.506907] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:47.669990] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:47.829471] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:48.001731] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:48.001900] [INFO ] [CONFIGURE ] HLX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:43:48.001947] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 401 tests
[2025-10-14T23:43:48.001985] [INFO ] [CONFIGURE ] HLX: Testing feature 28/29: add_volume_profile
[2025-10-14T23:43:48.002018] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_volume_profile']
[2025-10-14T23:43:48.148009] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:48.301560] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:48.463118] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:48.622947] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:48.778128] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:48.934148] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:43:49.088958] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:49.238709] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:49.390967] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:49.549270] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:43:49.549434] [INFO ] [CONFIGURE ] HLX: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:43:49.549501] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 400 tests
[2025-10-14T23:43:49.549539] [INFO ] [CONFIGURE ] HLX: Testing feature 29/29: add_vwap
[2025-10-14T23:43:49.549571] [INFO ] [CONFIGURE ] HLX: Testing with features: ['add_realized_volatility', 'add_vwap']
[2025-10-14T23:43:49.700368] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:43:49.851181] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:43:50.008544] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:43:50.162824] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:50.318194] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:43:50.483397] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:50.646273] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:50.807021] [DEBUG] [FORECASTER] HLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:43:50.968701] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:51.130544] [DEBUG] [FORECASTER] HLX: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:43:51.130723] [INFO ] [CONFIGURE ] HLX: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:43:51.130781] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 399 tests
[2025-10-14T23:43:51.130819] [INFO ] [CONFIGURE ] HLX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:43:51.130850] [INFO ] [CONFIGURE ] HLX: Best accuracy: 80.00%
[2025-10-14T23:43:51.130881] [INFO ] [CONFIGURE ] HLX: Best feature set (1 features): ['add_realized_volatility']
[2025-10-14T23:43:51.130910] [INFO ] [CONFIGURE ] HLX: Improvement over baseline: 10.00%
[2025-10-14T23:43:51.130939] [INFO ] [CONFIGURE ] HLX: Total time: 38.6 seconds
[2025-10-14T23:43:51.130966] [INFO ] [CONFIGURE ] HLX: Average time per feature: 1.3 seconds
[2025-10-14T23:43:51.130994] [INFO ] [CONFIGURE ] HLX: Average speed: 0.75 features/sec
[2025-10-14T23:43:51.131332] [INFO ] [LOCAL     ] Saved configuration for HLX: 1 features, 80.00% accuracy -> ./output/feature-sets/HLX.json
[2025-10-14T23:43:51.131379] [INFO ] [CONFIGURE ] HLX: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-14T23:43:51.131417] [INFO ] [sig       ] [83/96] Successfully configured HLX | 0.02 sym/s | Total: 59.5m | ETA: 9.3m
[2025-10-14T23:43:51.131449] [INFO ] [sig       ] [84/96] Configuring HUM...
[2025-10-14T23:43:51.131479] [INFO ] [CONFIGURE ] HUM: Configurate test run.
[2025-10-14T23:43:51.131509] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUM' from 'https://tdm.silogroup.org/data/derivative_storage/HUM.csv'.
[2025-10-14T23:43:51.143566] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUM'.
[2025-10-14T23:43:51.144044] [INFO ] [CONFIGURE ] HUM: Testing with 29 available features
[2025-10-14T23:43:51.144101] [INFO ] [CONFIGURE ] HUM: Establishing baseline with no features...
[2025-10-14T23:43:51.250109] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:51.354144] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:51.460157] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:51.563815] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:51.668389] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:51.773312] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:51.877584] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:52.010195] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:52.114261] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:52.218491] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:52.218671] [INFO ] [CONFIGURE ] HUM: Baseline score (no features): 70.00%
[2025-10-14T23:43:52.218734] [INFO ] [CONFIGURE ] HUM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:43:52.218769] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:43:52.331524] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:52.445597] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:52.563851] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:52.677366] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:52.795077] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:52.913749] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:53.032398] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:53.158799] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:53.277752] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:53.403141] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:53.403294] [INFO ] [CONFIGURE ] HUM: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-14T23:43:53.403338] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 398 tests
[2025-10-14T23:43:53.403371] [INFO ] [CONFIGURE ] HUM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:43:53.403402] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:43:53.535623] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:43:53.670113] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:53.813639] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:53.956237] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:54.108994] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:43:54.265889] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:54.406513] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:54.548976] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:54.687392] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:54.825945] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:54.826139] [INFO ] [CONFIGURE ] HUM: DISCARDED add_cumulative_delta (score: 80.00%)
[2025-10-14T23:43:54.826185] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 397 tests
[2025-10-14T23:43:54.826221] [INFO ] [CONFIGURE ] HUM: Testing feature 3/29: add_daily_returns
[2025-10-14T23:43:54.826252] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:43:54.945791] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:55.077627] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:55.201129] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:55.326840] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:55.451123] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:55.575172] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:55.695465] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:55.815834] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:55.940401] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:56.063784] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:56.063954] [INFO ] [CONFIGURE ] HUM: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-14T23:43:56.063997] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 396 tests
[2025-10-14T23:43:56.064032] [INFO ] [CONFIGURE ] HUM: Testing feature 4/29: add_ema
[2025-10-14T23:43:56.064064] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:43:56.194798] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:56.325745] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:56.461116] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:56.593890] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:56.727353] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:56.864112] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:57.008858] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.148913] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.286836] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.426506] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.426717] [INFO ] [CONFIGURE ] HUM: DISCARDED add_ema (score: 80.00%)
[2025-10-14T23:43:57.426778] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 395 tests
[2025-10-14T23:43:57.426819] [INFO ] [CONFIGURE ] HUM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:43:57.426852] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:43:57.569527] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.713910] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:57.860063] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:58.008332] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:43:58.153325] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:58.297981] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:43:58.446526] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:43:58.594466] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:43:58.747399] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:43:58.903798] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:43:58.904604] [INFO ] [CONFIGURE ] HUM: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:43:58.904830] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 394 tests
[2025-10-14T23:43:58.904887] [INFO ] [CONFIGURE ] HUM: Testing feature 6/29: add_failed_moves
[2025-10-14T23:43:58.904923] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:43:59.030366] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:43:59.153375] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:43:59.278071] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:43:59.401028] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:43:59.522420] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:43:59.649244] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:43:59.773145] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:43:59.897258] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:00.024549] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:00.153265] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:00.153432] [INFO ] [CONFIGURE ] HUM: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:44:00.153477] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 393 tests
[2025-10-14T23:44:00.153512] [INFO ] [CONFIGURE ] HUM: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:44:00.153544] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:44:00.274775] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:00.393984] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:00.518574] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:00.656836] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:00.779250] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:00.905313] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:44:01.026667] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.149519] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.270713] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.428808] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.428991] [INFO ] [CONFIGURE ] HUM: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-14T23:44:01.429060] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 392 tests
[2025-10-14T23:44:01.429115] [INFO ] [CONFIGURE ] HUM: Testing feature 8/29: add_macd
[2025-10-14T23:44:01.429152] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:44:01.606880] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.787578] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:01.969505] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:02.151123] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:02.335129] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:02.511814] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:02.690049] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:44:02.877834] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:03.056339] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:03.239049] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:03.239254] [INFO ] [CONFIGURE ] HUM: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:44:03.239319] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 391 tests
[2025-10-14T23:44:03.239360] [INFO ] [CONFIGURE ] HUM: Testing feature 9/29: add_mfi
[2025-10-14T23:44:03.239397] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:44:03.393587] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:03.549036] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:03.706760] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:03.843793] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:03.977299] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:04.139963] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:44:04.279413] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:04.415402] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:04.554370] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:04.691991] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:04.692158] [INFO ] [CONFIGURE ] HUM: DISCARDED add_mfi (score: 80.00%)
[2025-10-14T23:44:04.692202] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 390 tests
[2025-10-14T23:44:04.692237] [INFO ] [CONFIGURE ] HUM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:44:04.692269] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:44:04.843522] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:04.990750] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:05.141161] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:05.289429] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:05.440076] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:05.594399] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:44:05.751317] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:05.903426] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:06.056278] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:06.213137] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:06.213330] [INFO ] [CONFIGURE ] HUM: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-14T23:44:06.213373] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 389 tests
[2025-10-14T23:44:06.213429] [INFO ] [CONFIGURE ] HUM: Testing feature 11/29: add_obv_daily
[2025-10-14T23:44:06.213486] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:44:06.337149] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:06.468525] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:06.599207] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:06.723835] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:06.855364] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:06.980942] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:07.106946] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.237109] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.361964] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.494465] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.494677] [INFO ] [CONFIGURE ] HUM: KEPT add_obv_daily (score: 90.00%)
[2025-10-14T23:44:07.494740] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 388 tests
[2025-10-14T23:44:07.494780] [INFO ] [CONFIGURE ] HUM: Testing feature 12/29: add_obv_interval
[2025-10-14T23:44:07.494813] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:44:07.625155] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.754733] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:07.884536] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:08.014950] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:08.151559] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:08.281543] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:08.413127] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:08.546399] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:08.679809] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:08.827839] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:08.827993] [INFO ] [CONFIGURE ] HUM: DISCARDED add_obv_interval (score: 90.00%)
[2025-10-14T23:44:08.828058] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 387 tests
[2025-10-14T23:44:08.828120] [INFO ] [CONFIGURE ] HUM: Testing feature 13/29: add_opening_strength
[2025-10-14T23:44:08.828154] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:44:08.968206] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:09.108483] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:09.255207] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:09.396011] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:09.542849] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:09.685903] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:44:09.832765] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:44:09.975419] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:10.122203] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:10.269632] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:10.269820] [INFO ] [CONFIGURE ] HUM: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-14T23:44:10.270082] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 386 tests
[2025-10-14T23:44:10.270141] [INFO ] [CONFIGURE ] HUM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:44:10.270179] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:44:10.419893] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:10.580684] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:10.784952] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:10.976019] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:11.180720] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:11.370676] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:11.579906] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:11.732180] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:11.911105] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:12.068991] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:12.069168] [INFO ] [CONFIGURE ] HUM: KEPT add_order_flow_imbalance (score: 100.00%)
[2025-10-14T23:44:12.069215] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 385 tests
[2025-10-14T23:44:12.069250] [INFO ] [CONFIGURE ] HUM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:44:12.069283] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-14T23:44:12.236808] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:12.392280] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:12.545743] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:12.694431] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:12.844069] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:12.996081] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:13.150531] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:13.309202] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:13.471737] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:13.625082] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:13.625238] [INFO ] [CONFIGURE ] HUM: DISCARDED add_pbf_morning_momentum (score: 100.00%)
[2025-10-14T23:44:13.625283] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 384 tests
[2025-10-14T23:44:13.625319] [INFO ] [CONFIGURE ] HUM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:44:13.625353] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-14T23:44:13.785509] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:13.958980] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:14.120923] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:14.284689] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:14.446602] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:14.609591] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:14.771521] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:14.936798] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:15.102273] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:15.266784] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:15.266949] [INFO ] [CONFIGURE ] HUM: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-14T23:44:15.266995] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 383 tests
[2025-10-14T23:44:15.267032] [INFO ] [CONFIGURE ] HUM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:44:15.267067] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-14T23:44:15.429368] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:15.593345] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:15.753509] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:15.915360] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:16.080519] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:16.260543] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:16.438505] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:44:16.623423] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:16.816386] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:17.004082] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:17.004278] [INFO ] [CONFIGURE ] HUM: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:44:17.004345] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 382 tests
[2025-10-14T23:44:17.004409] [INFO ] [CONFIGURE ] HUM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:44:17.004454] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-14T23:44:17.174475] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:17.348897] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:17.524248] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:17.694965] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:17.863925] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:18.034225] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:18.210286] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:18.368585] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:18.521560] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:18.679432] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:18.679635] [INFO ] [CONFIGURE ] HUM: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-14T23:44:18.679728] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 381 tests
[2025-10-14T23:44:18.679770] [INFO ] [CONFIGURE ] HUM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:44:18.679802] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-14T23:44:18.835038] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:18.989052] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:19.151029] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:19.313900] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:19.501602] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:19.659008] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:19.817891] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:19.972153] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:20.123796] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:20.275532] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:20.275709] [INFO ] [CONFIGURE ] HUM: DISCARDED add_pbf_vs_sma_5 (score: 100.00%)
[2025-10-14T23:44:20.275766] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 380 tests
[2025-10-14T23:44:20.275803] [INFO ] [CONFIGURE ] HUM: Testing feature 20/29: add_price_rejection
[2025-10-14T23:44:20.275835] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-14T23:44:20.431572] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:20.591990] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:20.764336] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:20.921622] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:21.084455] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:21.246619] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:21.408268] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:21.571237] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:21.736195] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:21.900305] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:21.900478] [INFO ] [CONFIGURE ] HUM: DISCARDED add_price_rejection (score: 100.00%)
[2025-10-14T23:44:21.900523] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 379 tests
[2025-10-14T23:44:21.900564] [INFO ] [CONFIGURE ] HUM: Testing feature 21/29: add_range_position
[2025-10-14T23:44:21.900598] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-14T23:44:22.069956] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:22.243442] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:22.414273] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:22.587038] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:22.759361] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:22.932178] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:23.105334] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:23.278134] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:23.451960] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:23.624038] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:23.624202] [INFO ] [CONFIGURE ] HUM: DISCARDED add_range_position (score: 100.00%)
[2025-10-14T23:44:23.624293] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 378 tests
[2025-10-14T23:44:23.624336] [INFO ] [CONFIGURE ] HUM: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:44:23.624369] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-14T23:44:23.811190] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:24.001700] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:24.194116] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:24.387335] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:24.574391] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:24.761707] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:24.945511] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:25.131003] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:25.317553] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:25.504885] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:25.505089] [INFO ] [CONFIGURE ] HUM: DISCARDED add_realized_volatility (score: 100.00%)
[2025-10-14T23:44:25.505135] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 377 tests
[2025-10-14T23:44:25.505169] [INFO ] [CONFIGURE ] HUM: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:44:25.505201] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-14T23:44:25.661273] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:25.817488] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:25.972419] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:26.128928] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:26.283434] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:26.437812] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:26.592566] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:26.750195] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:26.908511] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:27.066702] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:27.066874] [INFO ] [CONFIGURE ] HUM: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:44:27.066968] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 376 tests
[2025-10-14T23:44:27.067022] [INFO ] [CONFIGURE ] HUM: Testing feature 24/29: add_rsi
[2025-10-14T23:44:27.067056] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-14T23:44:27.239112] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:44:27.410156] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:27.583238] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:27.759574] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:27.933025] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:28.106227] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:28.280422] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:28.458707] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:28.663025] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:28.864431] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:28.864592] [INFO ] [CONFIGURE ] HUM: DISCARDED add_rsi (score: 90.00%)
[2025-10-14T23:44:28.864637] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 375 tests
[2025-10-14T23:44:28.864721] [INFO ] [CONFIGURE ] HUM: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:44:28.864764] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-14T23:44:29.033382] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:29.203003] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:29.365946] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:29.520040] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:29.685984] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:29.841131] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:30.000684] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.158209] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.315499] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.472958] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.473131] [INFO ] [CONFIGURE ] HUM: DISCARDED add_tick_distribution (score: 100.00%)
[2025-10-14T23:44:30.473176] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 374 tests
[2025-10-14T23:44:30.473210] [INFO ] [CONFIGURE ] HUM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:44:30.473242] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-14T23:44:30.626418] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.783522] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:30.935667] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:31.093784] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:31.254314] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:31.413404] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:31.601282] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:31.760011] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:31.914203] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:32.072577] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:32.072792] [INFO ] [CONFIGURE ] HUM: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-14T23:44:32.072844] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 373 tests
[2025-10-14T23:44:32.072879] [INFO ] [CONFIGURE ] HUM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:44:32.072910] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-14T23:44:32.235192] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:32.401132] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:32.605905] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:32.771415] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:32.938719] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:33.109283] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:33.283413] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:33.452615] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:33.619755] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:33.788241] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:33.788397] [INFO ] [CONFIGURE ] HUM: DISCARDED add_volume_price_divergence (score: 100.00%)
[2025-10-14T23:44:33.788440] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 372 tests
[2025-10-14T23:44:33.788474] [INFO ] [CONFIGURE ] HUM: Testing feature 28/29: add_volume_profile
[2025-10-14T23:44:33.788506] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-14T23:44:33.946229] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:34.111057] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:34.279495] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:34.444484] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:34.630203] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:44:34.788575] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:34.950239] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.113698] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.272485] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.436176] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.436339] [INFO ] [CONFIGURE ] HUM: DISCARDED add_volume_profile (score: 100.00%)
[2025-10-14T23:44:35.436462] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 371 tests
[2025-10-14T23:44:35.436518] [INFO ] [CONFIGURE ] HUM: Testing feature 29/29: add_vwap
[2025-10-14T23:44:35.436553] [INFO ] [CONFIGURE ] HUM: Testing with features: ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-14T23:44:35.597898] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.761936] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:44:35.925162] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:44:36.087460] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:36.253122] [DEBUG] [FORECASTER] HUM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:44:36.423521] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:36.602567] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:44:36.770498] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:36.932560] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:37.095124] [DEBUG] [FORECASTER] HUM: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:44:37.095297] [INFO ] [CONFIGURE ] HUM: DISCARDED add_vwap (score: 90.00%)
[2025-10-14T23:44:37.095344] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 370 tests
[2025-10-14T23:44:37.095380] [INFO ] [CONFIGURE ] HUM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:44:37.095411] [INFO ] [CONFIGURE ] HUM: Best accuracy: 100.00%
[2025-10-14T23:44:37.095443] [INFO ] [CONFIGURE ] HUM: Best feature set (3 features): ['add_bollinger_bands', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:44:37.095472] [INFO ] [CONFIGURE ] HUM: Improvement over baseline: 30.00%
[2025-10-14T23:44:37.095500] [INFO ] [CONFIGURE ] HUM: Total time: 44.9 seconds
[2025-10-14T23:44:37.095527] [INFO ] [CONFIGURE ] HUM: Average time per feature: 1.5 seconds
[2025-10-14T23:44:37.095554] [INFO ] [CONFIGURE ] HUM: Average speed: 0.65 features/sec
[2025-10-14T23:44:37.096189] [INFO ] [LOCAL     ] Saved configuration for HUM: 3 features, 100.00% accuracy -> ./output/feature-sets/HUM.json
[2025-10-14T23:44:37.096247] [INFO ] [CONFIGURE ] HUM: Configuration saved successfully: 3 features, 100.00% accuracy.
[2025-10-14T23:44:37.096313] [INFO ] [sig       ] [84/96] Successfully configured HUM | 0.02 sym/s | Total: 1.0h | ETA: 8.6m
[2025-10-14T23:44:37.096381] [INFO ] [sig       ] [85/96] Configuring JMIA...
[2025-10-14T23:44:37.096420] [INFO ] [CONFIGURE ] JMIA: Configurate test run.
[2025-10-14T23:44:37.096450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JMIA' from 'https://tdm.silogroup.org/data/derivative_storage/JMIA.csv'.
[2025-10-14T23:44:37.109309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JMIA'.
[2025-10-14T23:44:37.109623] [INFO ] [CONFIGURE ] JMIA: Testing with 29 available features
[2025-10-14T23:44:37.109704] [INFO ] [CONFIGURE ] JMIA: Establishing baseline with no features...
[2025-10-14T23:44:37.209491] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:37.311899] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:37.415789] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:37.521786] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:37.654038] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:37.757201] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:37.861558] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:37.965478] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:44:38.070565] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:44:38.174863] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:44:38.175003] [INFO ] [CONFIGURE ] JMIA: Baseline score (no features): 50.00%
[2025-10-14T23:44:38.175046] [INFO ] [CONFIGURE ] JMIA: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:44:38.175079] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:44:38.291107] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:38.416917] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:38.543753] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:38.676187] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:38.808989] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:38.939153] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:39.073267] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:39.201593] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:39.321838] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:39.442207] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:39.442436] [INFO ] [CONFIGURE ] JMIA: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:44:39.442486] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 369 tests
[2025-10-14T23:44:39.442522] [INFO ] [CONFIGURE ] JMIA: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:44:39.442553] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:44:39.575661] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:44:39.713025] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:39.849974] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:39.985574] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:40.125861] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:44:40.263099] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:40.401549] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:40.540678] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:40.705418] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:44:40.840249] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:40.840411] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:44:40.840454] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 368 tests
[2025-10-14T23:44:40.840489] [INFO ] [CONFIGURE ] JMIA: Testing feature 3/29: add_daily_returns
[2025-10-14T23:44:40.840521] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:44:40.959319] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:41.086243] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:41.206822] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:41.331962] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:41.454715] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:41.580207] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:41.704233] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:41.836207] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:41.960932] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:42.083588] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:42.083775] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:44:42.083827] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 367 tests
[2025-10-14T23:44:42.083865] [INFO ] [CONFIGURE ] JMIA: Testing feature 4/29: add_ema
[2025-10-14T23:44:42.083898] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:44:42.217260] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:42.351052] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:42.484483] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:42.619058] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:42.758164] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:42.902050] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:43.046403] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:43.210941] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:43.348862] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:43.489010] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:43.489219] [INFO ] [CONFIGURE ] JMIA: KEPT add_ema (score: 70.00%)
[2025-10-14T23:44:43.489267] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 366 tests
[2025-10-14T23:44:43.489302] [INFO ] [CONFIGURE ] JMIA: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:44:43.489335] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:44:43.661929] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:44:43.837804] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:44.025718] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:44.195210] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:44.360379] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:44.523742] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:44.694888] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:44.857936] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:45.045310] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:45.220903] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:45.221120] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-14T23:44:45.221184] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 365 tests
[2025-10-14T23:44:45.221225] [INFO ] [CONFIGURE ] JMIA: Testing feature 6/29: add_failed_moves
[2025-10-14T23:44:45.221258] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_failed_moves']
[2025-10-14T23:44:45.366416] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:45.516285] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:45.656999] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:45.796779] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:45.937883] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:46.081243] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:46.230674] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:46.378774] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:46.533458] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:46.686099] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:46.686318] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:44:46.686393] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 364 tests
[2025-10-14T23:44:46.686447] [INFO ] [CONFIGURE ] JMIA: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:44:46.686528] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:44:46.822740] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:46.949725] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:47.076181] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:47.203116] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:47.334785] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:47.463404] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:47.593455] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:47.723050] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:47.851782] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:47.977515] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:47.977900] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:44:47.977953] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 363 tests
[2025-10-14T23:44:47.977989] [INFO ] [CONFIGURE ] JMIA: Testing feature 8/29: add_macd
[2025-10-14T23:44:47.978022] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:44:48.133300] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:48.294444] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:48.464101] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:48.631391] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:48.797403] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:48.968757] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:49.141808] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:49.319726] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:49.487524] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:49.653239] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:49.653437] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:44:49.653483] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 362 tests
[2025-10-14T23:44:49.653519] [INFO ] [CONFIGURE ] JMIA: Testing feature 9/29: add_mfi
[2025-10-14T23:44:49.653550] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_mfi']
[2025-10-14T23:44:49.815234] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:49.960826] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:50.108123] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:50.255146] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:50.408169] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:50.557089] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:50.706185] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:50.859864] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:51.010367] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:51.169491] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:51.169717] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:44:51.169783] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 361 tests
[2025-10-14T23:44:51.169824] [INFO ] [CONFIGURE ] JMIA: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:44:51.169859] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:44:51.335082] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:51.500082] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:51.664448] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:51.829607] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:51.995327] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:44:52.165314] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:52.335732] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:52.503546] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:52.664429] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:44:52.857498] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:52.857725] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-14T23:44:52.857788] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 360 tests
[2025-10-14T23:44:52.857878] [INFO ] [CONFIGURE ] JMIA: Testing feature 11/29: add_obv_daily
[2025-10-14T23:44:52.857932] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-14T23:44:52.998811] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:53.141843] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:53.290207] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:53.431880] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:53.574086] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:44:53.716766] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:53.859831] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:54.003157] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:54.150588] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:54.300194] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:54.300370] [INFO ] [CONFIGURE ] JMIA: KEPT add_obv_daily (score: 80.00%)
[2025-10-14T23:44:54.300423] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 359 tests
[2025-10-14T23:44:54.300460] [INFO ] [CONFIGURE ] JMIA: Testing feature 12/29: add_obv_interval
[2025-10-14T23:44:54.300493] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:44:54.445125] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:54.590035] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:54.733913] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:54.879395] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:55.024675] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:55.170463] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:55.316532] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:55.478796] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:55.632224] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:55.784571] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:55.784804] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:44:55.784880] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 358 tests
[2025-10-14T23:44:55.784939] [INFO ] [CONFIGURE ] JMIA: Testing feature 13/29: add_opening_strength
[2025-10-14T23:44:55.784976] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:44:55.943835] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:56.102121] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:44:56.259718] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:56.415995] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:56.573806] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:44:56.733177] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:56.900054] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:57.061926] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:57.224351] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:44:57.388510] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:57.388704] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:44:57.388768] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 357 tests
[2025-10-14T23:44:57.388806] [INFO ] [CONFIGURE ] JMIA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:44:57.388839] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:44:57.550276] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:57.714326] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:57.877215] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:58.043086] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:58.206324] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:58.370195] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:44:58.533133] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:44:58.700080] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:44:58.896098] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:44:59.075224] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:44:59.075394] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:44:59.075489] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 356 tests
[2025-10-14T23:44:59.075534] [INFO ] [CONFIGURE ] JMIA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:44:59.075570] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:44:59.221469] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:44:59.373208] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:44:59.519899] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:44:59.663725] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:44:59.808271] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:44:59.953847] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:00.100856] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:00.251241] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:00.400005] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:00.552605] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:00.552799] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-14T23:45:00.552870] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 355 tests
[2025-10-14T23:45:00.552914] [INFO ] [CONFIGURE ] JMIA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:45:00.552999] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:45:00.707393] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:00.858806] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:01.011117] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:01.170563] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:01.342330] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:01.501443] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:01.686669] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:01.847882] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:02.002435] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:02.154864] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:02.155017] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:45:02.155061] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 354 tests
[2025-10-14T23:45:02.155096] [INFO ] [CONFIGURE ] JMIA: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:45:02.155127] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:45:02.307509] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:02.461223] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:02.630875] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:02.799311] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:02.966297] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:03.129907] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:03.286164] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:03.444075] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:03.622787] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:03.791986] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:03.792206] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:45:03.792278] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 353 tests
[2025-10-14T23:45:03.792334] [INFO ] [CONFIGURE ] JMIA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:45:03.792388] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:45:03.968007] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:04.132803] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:04.345726] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:04.564180] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:04.730085] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:04.886138] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:05.041826] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:05.197085] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:05.350800] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:05.517111] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:05.517284] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:45:05.517331] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 352 tests
[2025-10-14T23:45:05.517369] [INFO ] [CONFIGURE ] JMIA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:45:05.517404] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:45:05.663272] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:05.810423] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:05.961190] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:06.113548] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:06.262665] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:06.420185] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:06.578059] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:06.755840] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:06.908940] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:07.073297] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:07.073474] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:45:07.073521] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 351 tests
[2025-10-14T23:45:07.073559] [INFO ] [CONFIGURE ] JMIA: Testing feature 20/29: add_price_rejection
[2025-10-14T23:45:07.073594] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:45:07.239923] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:07.394673] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:07.549216] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:07.701812] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:07.854734] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:08.013176] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:08.170860] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:08.327675] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:08.486365] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:08.648932] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:08.649087] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:45:08.649131] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 350 tests
[2025-10-14T23:45:08.649165] [INFO ] [CONFIGURE ] JMIA: Testing feature 21/29: add_range_position
[2025-10-14T23:45:08.649197] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:45:08.817146] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:08.977132] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:09.148719] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:09.309430] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:09.483448] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:09.647305] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:09.833986] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:10.032677] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:10.218956] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:10.400794] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:10.400993] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:45:10.401042] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 349 tests
[2025-10-14T23:45:10.401085] [INFO ] [CONFIGURE ] JMIA: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:45:10.401118] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:45:10.580298] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:10.753513] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:10.931807] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:11.117844] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:11.306294] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:11.483412] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:11.663612] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:11.845946] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:12.025664] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:12.208828] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:12.209024] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:45:12.209075] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 348 tests
[2025-10-14T23:45:12.209111] [INFO ] [CONFIGURE ] JMIA: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:45:12.209143] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:45:12.364574] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:12.518144] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:12.676507] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:12.832377] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:12.983563] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:13.133603] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:13.284986] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:13.438486] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:13.589414] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:13.747919] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:13.748127] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:45:13.748184] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 347 tests
[2025-10-14T23:45:13.748222] [INFO ] [CONFIGURE ] JMIA: Testing feature 24/29: add_rsi
[2025-10-14T23:45:13.748256] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_rsi']
[2025-10-14T23:45:13.904305] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:14.060932] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:14.213002] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:14.364520] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:14.516994] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:14.676626] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:14.836921] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:14.997268] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:15.162190] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:15.348370] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:15.348541] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_rsi (score: 80.00%)
[2025-10-14T23:45:15.348586] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 346 tests
[2025-10-14T23:45:15.348621] [INFO ] [CONFIGURE ] JMIA: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:45:15.348694] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:45:15.504887] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:15.660979] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:15.814406] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:15.972870] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:16.133223] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:16.289151] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:16.445300] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:16.600729] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:16.759218] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:16.918189] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:16.918333] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:45:16.918377] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 345 tests
[2025-10-14T23:45:16.918413] [INFO ] [CONFIGURE ] JMIA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:45:16.918443] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:45:17.096004] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:17.253696] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:17.410165] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:17.576235] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:17.738417] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:17.895314] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:18.058414] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:18.223800] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:18.383981] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:18.550096] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:18.550315] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-14T23:45:18.550373] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 344 tests
[2025-10-14T23:45:18.550411] [INFO ] [CONFIGURE ] JMIA: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:45:18.550445] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:45:18.715919] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:18.875300] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:19.043174] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:19.212480] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:19.380367] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:19.549883] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:19.723622] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:19.899713] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:20.102416] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:20.283491] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:20.283670] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:45:20.283734] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 343 tests
[2025-10-14T23:45:20.283775] [INFO ] [CONFIGURE ] JMIA: Testing feature 28/29: add_volume_profile
[2025-10-14T23:45:20.283810] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:45:20.439120] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:20.593514] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:20.751221] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:20.906025] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:21.065516] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:21.227467] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:21.383943] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:21.543497] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:21.702560] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:21.860324] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:45:21.860478] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:45:21.860524] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 342 tests
[2025-10-14T23:45:21.860559] [INFO ] [CONFIGURE ] JMIA: Testing feature 29/29: add_vwap
[2025-10-14T23:45:21.860689] [INFO ] [CONFIGURE ] JMIA: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily', 'add_vwap']
[2025-10-14T23:45:22.017814] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:22.188115] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:22.352132] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:45:22.510737] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:45:22.670825] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:22.831532] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:45:22.992030] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:45:23.156276] [DEBUG] [FORECASTER] JMIA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:45:23.318399] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:45:23.480571] [DEBUG] [FORECASTER] JMIA: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:23.480769] [INFO ] [CONFIGURE ] JMIA: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:45:23.480825] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 341 tests
[2025-10-14T23:45:23.480862] [INFO ] [CONFIGURE ] JMIA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:45:23.480893] [INFO ] [CONFIGURE ] JMIA: Best accuracy: 80.00%
[2025-10-14T23:45:23.480926] [INFO ] [CONFIGURE ] JMIA: Best feature set (3 features): ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-14T23:45:23.480957] [INFO ] [CONFIGURE ] JMIA: Improvement over baseline: 30.00%
[2025-10-14T23:45:23.480984] [INFO ] [CONFIGURE ] JMIA: Total time: 45.3 seconds
[2025-10-14T23:45:23.481013] [INFO ] [CONFIGURE ] JMIA: Average time per feature: 1.6 seconds
[2025-10-14T23:45:23.481041] [INFO ] [CONFIGURE ] JMIA: Average speed: 0.64 features/sec
[2025-10-14T23:45:23.481545] [INFO ] [LOCAL     ] Saved configuration for JMIA: 3 features, 80.00% accuracy -> ./output/feature-sets/JMIA.json
[2025-10-14T23:45:23.481601] [INFO ] [CONFIGURE ] JMIA: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:45:23.481688] [INFO ] [sig       ] [85/96] Successfully configured JMIA | 0.02 sym/s | Total: 1.0h | ETA: 7.9m
[2025-10-14T23:45:23.481760] [INFO ] [sig       ] [86/96] Configuring LAD...
[2025-10-14T23:45:23.481801] [INFO ] [CONFIGURE ] LAD: Configurate test run.
[2025-10-14T23:45:23.481833] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAD' from 'https://tdm.silogroup.org/data/derivative_storage/LAD.csv'.
[2025-10-14T23:45:23.493741] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAD'.
[2025-10-14T23:45:23.494078] [INFO ] [CONFIGURE ] LAD: Testing with 29 available features
[2025-10-14T23:45:23.494135] [INFO ] [CONFIGURE ] LAD: Establishing baseline with no features...
[2025-10-14T23:45:23.605962] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:23.713527] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:23.826069] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:23.934683] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:24.040301] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:24.147904] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:24.252238] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:45:24.355298] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:45:24.461576] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:24.567287] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:24.567447] [INFO ] [CONFIGURE ] LAD: Baseline score (no features): 40.00%
[2025-10-14T23:45:24.567493] [INFO ] [CONFIGURE ] LAD: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:45:24.567529] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:45:24.681943] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:24.796249] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:24.910897] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:25.026461] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:25.142458] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:25.257821] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:25.373411] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:25.492713] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:25.612057] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:25.729578] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:25.729770] [INFO ] [CONFIGURE ] LAD: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:45:25.729821] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 340 tests
[2025-10-14T23:45:25.729859] [INFO ] [CONFIGURE ] LAD: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:45:25.729892] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:45:25.860816] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:25.991470] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:26.159431] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:26.291489] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:26.423320] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:26.559455] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:26.694005] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:26.827592] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:26.958539] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:27.092292] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:27.092476] [INFO ] [CONFIGURE ] LAD: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:45:27.092528] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 339 tests
[2025-10-14T23:45:27.092564] [INFO ] [CONFIGURE ] LAD: Testing feature 3/29: add_daily_returns
[2025-10-14T23:45:27.092681] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:45:27.206995] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:27.320587] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:27.434560] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:27.549776] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:27.665596] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:27.781375] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:27.897115] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:28.082036] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.201224] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.319740] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.319938] [INFO ] [CONFIGURE ] LAD: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:45:28.319988] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 338 tests
[2025-10-14T23:45:28.320023] [INFO ] [CONFIGURE ] LAD: Testing feature 4/29: add_ema
[2025-10-14T23:45:28.320054] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:45:28.446226] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.575058] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.703363] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:28.831487] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:28.959552] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:29.097952] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:29.232932] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:29.367967] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:29.502352] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:29.636764] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:29.636915] [INFO ] [CONFIGURE ] LAD: KEPT add_ema (score: 70.00%)
[2025-10-14T23:45:29.636959] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 337 tests
[2025-10-14T23:45:29.636995] [INFO ] [CONFIGURE ] LAD: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:45:29.637026] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:45:29.795250] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:29.955095] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:30.111639] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:30.268822] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:30.425959] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:30.583386] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:30.746382] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:30.907114] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.073808] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.242886] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.243076] [INFO ] [CONFIGURE ] LAD: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:45:31.243122] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 336 tests
[2025-10-14T23:45:31.243158] [INFO ] [CONFIGURE ] LAD: Testing feature 6/29: add_failed_moves
[2025-10-14T23:45:31.243190] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_failed_moves']
[2025-10-14T23:45:31.386232] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.527389] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.674180] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:31.826266] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:31.969630] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:32.114414] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:32.259705] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:32.406223] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:32.549155] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:32.700403] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:32.700622] [INFO ] [CONFIGURE ] LAD: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:45:32.700720] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 335 tests
[2025-10-14T23:45:32.700764] [INFO ] [CONFIGURE ] LAD: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:45:32.700797] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:45:32.834505] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:32.967375] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:33.105369] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:33.245816] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:33.377301] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:33.515282] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:33.648342] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:33.780233] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:33.913234] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:34.050360] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:34.050524] [INFO ] [CONFIGURE ] LAD: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:45:34.050615] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 334 tests
[2025-10-14T23:45:34.050690] [INFO ] [CONFIGURE ] LAD: Testing feature 8/29: add_macd
[2025-10-14T23:45:34.050739] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:45:34.226304] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:34.392472] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:34.558728] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:34.725972] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:34.893248] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:35.065407] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:35.262301] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:35.432734] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:35.603518] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:35.779831] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:45:35.780027] [INFO ] [CONFIGURE ] LAD: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:45:35.780085] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 333 tests
[2025-10-14T23:45:35.780123] [INFO ] [CONFIGURE ] LAD: Testing feature 9/29: add_mfi
[2025-10-14T23:45:35.780155] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_mfi']
[2025-10-14T23:45:35.928694] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:36.076380] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:36.233628] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:36.399014] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:36.563244] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:36.714410] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:36.864503] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:37.014954] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:37.167105] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:37.316986] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:37.317119] [INFO ] [CONFIGURE ] LAD: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:45:37.317164] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 332 tests
[2025-10-14T23:45:37.317198] [INFO ] [CONFIGURE ] LAD: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:45:37.317228] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:45:37.478905] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:37.636304] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:37.812490] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:38.000424] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:38.188259] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:38.371289] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:38.552241] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:38.737229] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:38.920364] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:39.116223] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:39.116478] [INFO ] [CONFIGURE ] LAD: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:45:39.116544] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 331 tests
[2025-10-14T23:45:39.116586] [INFO ] [CONFIGURE ] LAD: Testing feature 11/29: add_obv_daily
[2025-10-14T23:45:39.116627] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-14T23:45:39.279901] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:39.446911] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:39.607021] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:39.772623] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:39.932836] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:40.100968] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:40.263457] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:40.429093] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:45:40.596638] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:40.759823] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:40.759996] [INFO ] [CONFIGURE ] LAD: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:45:40.760063] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 330 tests
[2025-10-14T23:45:40.760123] [INFO ] [CONFIGURE ] LAD: Testing feature 12/29: add_obv_interval
[2025-10-14T23:45:40.760157] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_interval']
[2025-10-14T23:45:40.914339] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:41.059379] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:41.201906] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:41.347844] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:41.491145] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:41.634895] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:41.779722] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:41.925809] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:42.070376] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:42.234229] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:42.234430] [INFO ] [CONFIGURE ] LAD: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:45:42.234494] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 329 tests
[2025-10-14T23:45:42.234535] [INFO ] [CONFIGURE ] LAD: Testing feature 13/29: add_opening_strength
[2025-10-14T23:45:42.234569] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:45:42.394543] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:42.544169] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:42.693462] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:42.842194] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:42.995816] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:43.145009] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:43.294460] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:43.443665] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:43.592146] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:43.746745] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:45:43.746942] [INFO ] [CONFIGURE ] LAD: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:45:43.747002] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 328 tests
[2025-10-14T23:45:43.747039] [INFO ] [CONFIGURE ] LAD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:45:43.747072] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:45:43.897793] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:44.055074] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:44.221240] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:44.384475] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:44.547027] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:44.704203] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:44.860965] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:45.019660] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:45.186068] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:45.345795] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:45.345985] [INFO ] [CONFIGURE ] LAD: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:45:45.346042] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 327 tests
[2025-10-14T23:45:45.346080] [INFO ] [CONFIGURE ] LAD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:45:45.346113] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:45:45.480365] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:45:45.617136] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:45.753926] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:45.892244] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:46.029906] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:46.168119] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:46.308173] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:46.447743] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:46.593532] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:46.735498] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:46.735745] [INFO ] [CONFIGURE ] LAD: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:45:46.735800] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 326 tests
[2025-10-14T23:45:46.735883] [INFO ] [CONFIGURE ] LAD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:45:46.735939] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:45:46.874775] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:47.014324] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:47.156374] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:47.299353] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:47.443134] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:45:47.584249] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:47.726426] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:45:47.870129] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:48.024795] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:48.185113] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:48.185359] [INFO ] [CONFIGURE ] LAD: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:45:48.185411] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 325 tests
[2025-10-14T23:45:48.185448] [INFO ] [CONFIGURE ] LAD: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:45:48.185480] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_return_2d']
[2025-10-14T23:45:48.332010] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:48.478522] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:48.625535] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:48.772362] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:48.919568] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:49.071892] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:49.219761] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:49.377250] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:49.528349] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:49.680612] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:49.680801] [INFO ] [CONFIGURE ] LAD: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:45:49.680851] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 324 tests
[2025-10-14T23:45:49.680886] [INFO ] [CONFIGURE ] LAD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:45:49.680918] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:45:49.820004] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:49.960074] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:45:50.101117] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:50.244025] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:50.406265] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:50.545238] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:50.692827] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:50.835797] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:50.977029] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:51.117244] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:51.117445] [INFO ] [CONFIGURE ] LAD: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:45:51.117495] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 323 tests
[2025-10-14T23:45:51.117531] [INFO ] [CONFIGURE ] LAD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:45:51.117563] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:45:51.250878] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:51.383332] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:51.516180] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:51.655627] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:51.791345] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:51.927028] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:52.062494] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:52.198257] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:52.336967] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:52.480241] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:52.480395] [INFO ] [CONFIGURE ] LAD: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:45:52.480437] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 322 tests
[2025-10-14T23:45:52.480471] [INFO ] [CONFIGURE ] LAD: Testing feature 20/29: add_price_rejection
[2025-10-14T23:45:52.480501] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_price_rejection']
[2025-10-14T23:45:52.631249] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:52.778587] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:52.922928] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:53.069935] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:53.222459] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:53.372511] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:53.525416] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:53.675898] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:53.851930] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:54.026829] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:54.027034] [INFO ] [CONFIGURE ] LAD: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:45:54.027081] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 321 tests
[2025-10-14T23:45:54.027116] [INFO ] [CONFIGURE ] LAD: Testing feature 21/29: add_range_position
[2025-10-14T23:45:54.027149] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_range_position']
[2025-10-14T23:45:54.182265] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:45:54.340260] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:54.498619] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:54.662214] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:54.821354] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:54.986555] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:55.155548] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:55.320780] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:55.486070] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:55.647759] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:55.647923] [INFO ] [CONFIGURE ] LAD: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:45:55.647967] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 320 tests
[2025-10-14T23:45:55.648002] [INFO ] [CONFIGURE ] LAD: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:45:55.648061] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_realized_volatility']
[2025-10-14T23:45:55.819618] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:45:56.001703] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:56.178364] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:45:56.368771] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:45:56.579240] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:56.848233] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:57.102571] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:57.319885] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:57.531473] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:57.716092] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:57.716277] [INFO ] [CONFIGURE ] LAD: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:45:57.716323] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 319 tests
[2025-10-14T23:45:57.716357] [INFO ] [CONFIGURE ] LAD: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:45:57.716390] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_recent_range_context']
[2025-10-14T23:45:57.861678] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:58.006262] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:58.151043] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:58.300797] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:58.453725] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:45:58.607447] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:45:58.760720] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:45:58.913769] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.061523] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.207081] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.207196] [INFO ] [CONFIGURE ] LAD: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:45:59.207240] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 318 tests
[2025-10-14T23:45:59.207274] [INFO ] [CONFIGURE ] LAD: Testing feature 24/29: add_rsi
[2025-10-14T23:45:59.207305] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T23:45:59.349859] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.497008] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.638159] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:45:59.780490] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:45:59.922718] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:00.066273] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:00.210636] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:00.357422] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:00.509583] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:00.655825] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:00.655939] [INFO ] [CONFIGURE ] LAD: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:46:00.655984] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 317 tests
[2025-10-14T23:46:00.656018] [INFO ] [CONFIGURE ] LAD: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:46:00.656048] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_tick_distribution']
[2025-10-14T23:46:00.791307] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:00.930341] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:01.065931] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:46:01.201698] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:01.338021] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:01.475517] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:01.615175] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:01.760563] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:01.907384] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:02.052154] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:02.052264] [INFO ] [CONFIGURE ] LAD: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:46:02.052308] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 316 tests
[2025-10-14T23:46:02.052342] [INFO ] [CONFIGURE ] LAD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:46:02.052373] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:46:02.199999] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:02.339566] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:02.504710] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:02.644539] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:02.785536] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:02.928125] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:03.073300] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:03.218867] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:03.363039] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:03.508171] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:03.508284] [INFO ] [CONFIGURE ] LAD: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:46:03.508327] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 315 tests
[2025-10-14T23:46:03.508362] [INFO ] [CONFIGURE ] LAD: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:46:03.508391] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_price_divergence']
[2025-10-14T23:46:03.658059] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:03.807001] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:46:03.957516] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:04.112217] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:04.266415] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:04.429168] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:04.581845] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:04.733039] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:04.881514] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:05.031155] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:05.031314] [INFO ] [CONFIGURE ] LAD: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:46:05.031358] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 314 tests
[2025-10-14T23:46:05.031393] [INFO ] [CONFIGURE ] LAD: Testing feature 28/29: add_volume_profile
[2025-10-14T23:46:05.031425] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_profile']
[2025-10-14T23:46:05.164397] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:05.297568] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:46:05.430483] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:05.566700] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:05.711122] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:05.853622] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:06.000223] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:06.146372] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:06.291212] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:06.434699] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:06.434943] [INFO ] [CONFIGURE ] LAD: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:46:06.435001] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 313 tests
[2025-10-14T23:46:06.435038] [INFO ] [CONFIGURE ] LAD: Testing feature 29/29: add_vwap
[2025-10-14T23:46:06.435070] [INFO ] [CONFIGURE ] LAD: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap']
[2025-10-14T23:46:06.576779] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:06.720506] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:06.862196] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:07.006330] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:07.152605] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:07.301986] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:07.447561] [DEBUG] [FORECASTER] LAD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:07.596057] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:07.740854] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:07.886300] [DEBUG] [FORECASTER] LAD: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:07.886447] [INFO ] [CONFIGURE ] LAD: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:46:07.886490] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 312 tests
[2025-10-14T23:46:07.886525] [INFO ] [CONFIGURE ] LAD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:46:07.886555] [INFO ] [CONFIGURE ] LAD: Best accuracy: 70.00%
[2025-10-14T23:46:07.886585] [INFO ] [CONFIGURE ] LAD: Best feature set (2 features): ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:46:07.886613] [INFO ] [CONFIGURE ] LAD: Improvement over baseline: 30.00%
[2025-10-14T23:46:07.886659] [INFO ] [CONFIGURE ] LAD: Total time: 43.3 seconds
[2025-10-14T23:46:07.886717] [INFO ] [CONFIGURE ] LAD: Average time per feature: 1.5 seconds
[2025-10-14T23:46:07.886750] [INFO ] [CONFIGURE ] LAD: Average speed: 0.67 features/sec
[2025-10-14T23:46:07.887294] [INFO ] [LOCAL     ] Saved configuration for LAD: 2 features, 70.00% accuracy -> ./output/feature-sets/LAD.json
[2025-10-14T23:46:07.887350] [INFO ] [CONFIGURE ] LAD: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:46:07.887418] [INFO ] [sig       ] [86/96] Successfully configured LAD | 0.02 sym/s | Total: 1.0h | ETA: 7.2m
[2025-10-14T23:46:07.887486] [INFO ] [sig       ] [87/96] Configuring LEO...
[2025-10-14T23:46:07.887525] [INFO ] [CONFIGURE ] LEO: Configurate test run.
[2025-10-14T23:46:07.887556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEO' from 'https://tdm.silogroup.org/data/derivative_storage/LEO.csv'.
[2025-10-14T23:46:07.900752] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEO'.
[2025-10-14T23:46:07.901068] [INFO ] [CONFIGURE ] LEO: Testing with 29 available features
[2025-10-14T23:46:07.901123] [INFO ] [CONFIGURE ] LEO: Establishing baseline with no features...
[2025-10-14T23:46:08.000528] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:08.100352] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:08.199437] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:08.300495] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:08.401280] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:08.509071] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:08.612114] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:08.717830] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:08.827349] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:08.931918] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:08.932060] [INFO ] [CONFIGURE ] LEO: Baseline score (no features): 40.00%
[2025-10-14T23:46:08.932102] [INFO ] [CONFIGURE ] LEO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:46:08.932134] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:46:09.043923] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:09.153563] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:09.262261] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:09.372119] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:09.481297] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:09.595255] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:09.702234] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:09.807367] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:09.911972] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:10.017110] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:10.017270] [INFO ] [CONFIGURE ] LEO: DISCARDED add_bollinger_bands (score: 20.00%)
[2025-10-14T23:46:10.017313] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 311 tests
[2025-10-14T23:46:10.017347] [INFO ] [CONFIGURE ] LEO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:46:10.017377] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:46:10.124370] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:10.237724] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:10.356071] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:10.472966] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:10.589100] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:10.705149] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:10.821474] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:10.938482] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:11.055551] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:11.173246] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:11.173385] [INFO ] [CONFIGURE ] LEO: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:46:11.173428] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 310 tests
[2025-10-14T23:46:11.173466] [INFO ] [CONFIGURE ] LEO: Testing feature 3/29: add_daily_returns
[2025-10-14T23:46:11.173496] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_daily_returns']
[2025-10-14T23:46:11.275388] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:11.378254] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:11.481410] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:11.593572] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:11.697799] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:11.801751] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:11.906740] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:12.015810] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:12.120815] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:12.226204] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:12.226327] [INFO ] [CONFIGURE ] LEO: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:46:12.226368] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 309 tests
[2025-10-14T23:46:12.226403] [INFO ] [CONFIGURE ] LEO: Testing feature 4/29: add_ema
[2025-10-14T23:46:12.226432] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_ema']
[2025-10-14T23:46:12.339722] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:12.454258] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:12.568597] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:12.689230] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:12.814825] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:12.939088] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:46:13.063030] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:13.187606] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:13.322129] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:13.449338] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:13.449520] [INFO ] [CONFIGURE ] LEO: DISCARDED add_ema (score: 10.00%)
[2025-10-14T23:46:13.449566] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 308 tests
[2025-10-14T23:46:13.449602] [INFO ] [CONFIGURE ] LEO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:46:13.449633] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:46:13.590938] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:13.726902] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:13.857028] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:13.987280] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:14.122055] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:14.256203] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:14.392711] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:14.529314] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:14.669856] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:14.806992] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:14.807174] [INFO ] [CONFIGURE ] LEO: KEPT add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:46:14.807239] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 307 tests
[2025-10-14T23:46:14.807276] [INFO ] [CONFIGURE ] LEO: Testing feature 6/29: add_failed_moves
[2025-10-14T23:46:14.807358] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:46:14.942885] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:15.084028] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:15.231017] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:15.369910] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:15.508812] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:15.654510] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:15.814590] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:15.975779] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:16.132725] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:16.277507] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:16.277750] [INFO ] [CONFIGURE ] LEO: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:46:16.277815] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 306 tests
[2025-10-14T23:46:16.277855] [INFO ] [CONFIGURE ] LEO: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:46:16.277888] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:46:16.411531] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:16.545534] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:16.693566] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:16.825737] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:16.960434] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:17.095047] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:17.226405] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:17.357988] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:17.497547] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:17.671348] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:17.671521] [INFO ] [CONFIGURE ] LEO: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:46:17.671565] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 305 tests
[2025-10-14T23:46:17.671602] [INFO ] [CONFIGURE ] LEO: Testing feature 8/29: add_macd
[2025-10-14T23:46:17.671635] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:46:17.823906] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:17.981800] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:18.140024] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:18.298124] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:18.453565] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:18.605489] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:18.760253] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:18.914419] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:19.087288] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:19.246741] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:19.246903] [INFO ] [CONFIGURE ] LEO: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:46:19.246948] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 304 tests
[2025-10-14T23:46:19.246984] [INFO ] [CONFIGURE ] LEO: Testing feature 9/29: add_mfi
[2025-10-14T23:46:19.247016] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:46:19.395959] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:19.547848] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:19.707442] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:19.860994] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:20.011980] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:20.158470] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:20.308432] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:20.460205] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:20.614544] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:20.775475] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:20.775693] [INFO ] [CONFIGURE ] LEO: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:46:20.775760] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 303 tests
[2025-10-14T23:46:20.775800] [INFO ] [CONFIGURE ] LEO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:46:20.775834] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:46:20.939818] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:21.097721] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:21.258814] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:21.419613] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:21.579589] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:46:21.745620] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:21.910387] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:22.072453] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:22.237928] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:22.411276] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:22.411537] [INFO ] [CONFIGURE ] LEO: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:46:22.411604] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 302 tests
[2025-10-14T23:46:22.411674] [INFO ] [CONFIGURE ] LEO: Testing feature 11/29: add_obv_daily
[2025-10-14T23:46:22.411734] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:46:22.558338] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:22.700826] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:22.840299] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:22.979427] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:23.117665] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:23.260502] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:23.396276] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:23.533557] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:23.676221] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:23.819841] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:23.820006] [INFO ] [CONFIGURE ] LEO: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:46:23.820051] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 301 tests
[2025-10-14T23:46:23.820087] [INFO ] [CONFIGURE ] LEO: Testing feature 12/29: add_obv_interval
[2025-10-14T23:46:23.820119] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:46:23.973269] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:24.128106] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:24.287544] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:24.446540] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:24.599887] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:24.770938] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:24.928339] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:25.086415] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:25.252960] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:25.426299] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:25.426494] [INFO ] [CONFIGURE ] LEO: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-14T23:46:25.426539] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 300 tests
[2025-10-14T23:46:25.426574] [INFO ] [CONFIGURE ] LEO: Testing feature 13/29: add_opening_strength
[2025-10-14T23:46:25.426606] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:46:25.594510] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:25.761689] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:25.931348] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:26.090722] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:26.253112] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:26.411118] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:26.570060] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:26.756254] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:26.913563] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:27.080807] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:27.081010] [INFO ] [CONFIGURE ] LEO: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-14T23:46:27.081069] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 299 tests
[2025-10-14T23:46:27.081106] [INFO ] [CONFIGURE ] LEO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:46:27.081138] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:46:27.234388] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:27.388711] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:27.549194] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:27.720427] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:27.892324] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:28.050059] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:28.207235] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:28.366243] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:28.524571] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:28.693976] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:28.694139] [INFO ] [CONFIGURE ] LEO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:46:28.694212] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 298 tests
[2025-10-14T23:46:28.694267] [INFO ] [CONFIGURE ] LEO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:46:28.694302] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:46:28.838532] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:28.981609] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:29.123833] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:29.267201] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:29.412145] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:29.557129] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:29.705855] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:29.875490] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:30.029090] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:30.181060] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:30.181243] [INFO ] [CONFIGURE ] LEO: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:46:30.181307] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 297 tests
[2025-10-14T23:46:30.181345] [INFO ] [CONFIGURE ] LEO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:46:30.181378] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:46:30.337510] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:30.490206] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:30.640300] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:30.794199] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:30.945349] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:31.099746] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:31.254023] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:31.414084] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:31.574501] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:31.734987] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:31.735176] [INFO ] [CONFIGURE ] LEO: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:46:31.735221] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 296 tests
[2025-10-14T23:46:31.735256] [INFO ] [CONFIGURE ] LEO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:46:31.735290] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:46:31.897164] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:32.055345] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:32.214837] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:32.371598] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:32.525522] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:32.697505] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:32.871532] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:33.037789] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:33.195940] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:33.350555] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:33.350782] [INFO ] [CONFIGURE ] LEO: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:46:33.350835] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 295 tests
[2025-10-14T23:46:33.350871] [INFO ] [CONFIGURE ] LEO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:46:33.350903] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:46:33.499335] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:33.647294] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:33.791027] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:33.936207] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:34.082399] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:34.227499] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:34.375267] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:34.526623] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:34.675352] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:34.830504] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:34.830677] [INFO ] [CONFIGURE ] LEO: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:46:34.830740] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 294 tests
[2025-10-14T23:46:34.830779] [INFO ] [CONFIGURE ] LEO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:46:34.830810] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:46:34.972403] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:35.111340] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:35.251040] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:35.390716] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:35.530216] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:35.671319] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:35.844862] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:35.987014] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:36.127003] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:36.268341] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:36.268492] [INFO ] [CONFIGURE ] LEO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:46:36.268535] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 293 tests
[2025-10-14T23:46:36.268568] [INFO ] [CONFIGURE ] LEO: Testing feature 20/29: add_price_rejection
[2025-10-14T23:46:36.268599] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:46:36.418873] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:36.580051] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:36.738099] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:36.892108] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:37.051387] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:37.207975] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:37.359828] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:37.513512] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:37.668303] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:37.824302] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:37.824500] [INFO ] [CONFIGURE ] LEO: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:46:37.824547] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 292 tests
[2025-10-14T23:46:37.824582] [INFO ] [CONFIGURE ] LEO: Testing feature 21/29: add_range_position
[2025-10-14T23:46:37.824614] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:46:37.989432] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:46:38.176817] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:38.337105] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:46:38.500969] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:38.667168] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:38.836124] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:39.003439] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:39.163947] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:46:39.323021] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:39.482486] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:39.482710] [INFO ] [CONFIGURE ] LEO: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:46:39.482771] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 291 tests
[2025-10-14T23:46:39.482810] [INFO ] [CONFIGURE ] LEO: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:46:39.482842] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:46:39.659396] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:39.858850] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:40.058986] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:40.262072] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:40.459038] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:40.654569] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:40.839542] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:41.023254] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:41.223095] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:41.427895] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:41.428141] [INFO ] [CONFIGURE ] LEO: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T23:46:41.428200] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 290 tests
[2025-10-14T23:46:41.428238] [INFO ] [CONFIGURE ] LEO: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:46:41.428271] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:46:41.581478] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:41.747110] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:41.929504] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:42.079835] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:42.228954] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:42.378251] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:42.528237] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:42.679066] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:42.830261] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:42.981247] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:42.981399] [INFO ] [CONFIGURE ] LEO: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:46:42.981442] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 289 tests
[2025-10-14T23:46:42.981476] [INFO ] [CONFIGURE ] LEO: Testing feature 24/29: add_rsi
[2025-10-14T23:46:42.981508] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:46:43.146797] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:43.313676] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:43.481480] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:43.650021] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:43.819552] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:43.989456] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:44.157380] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:44.326833] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:44.495096] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:44.670696] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:46:44.670883] [INFO ] [CONFIGURE ] LEO: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:46:44.670930] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 288 tests
[2025-10-14T23:46:44.670968] [INFO ] [CONFIGURE ] LEO: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:46:44.671001] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:46:44.823136] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:44.967997] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:45.112746] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:45.257875] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:45.401810] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:45.546624] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:45.688920] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:45.838506] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:45.991734] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:46.143730] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:46.143906] [INFO ] [CONFIGURE ] LEO: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-14T23:46:46.143953] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 287 tests
[2025-10-14T23:46:46.143990] [INFO ] [CONFIGURE ] LEO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:46:46.144024] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:46:46.292321] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:46.448527] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:46.600865] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:46.749538] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:46.900399] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:47.046769] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:47.193946] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:47.341760] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:47.489315] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:47.637542] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:47.637727] [INFO ] [CONFIGURE ] LEO: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-14T23:46:47.637783] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 286 tests
[2025-10-14T23:46:47.637825] [INFO ] [CONFIGURE ] LEO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:46:47.637858] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:46:47.793510] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:47.986123] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:48.142734] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:48.298922] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:48.456608] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:48.614695] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:48.778176] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:48.938973] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:49.101483] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:49.262733] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:49.262917] [INFO ] [CONFIGURE ] LEO: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-14T23:46:49.262962] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 285 tests
[2025-10-14T23:46:49.262997] [INFO ] [CONFIGURE ] LEO: Testing feature 28/29: add_volume_profile
[2025-10-14T23:46:49.263027] [INFO ] [CONFIGURE ] LEO: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:46:49.416557] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:49.567384] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:46:49.723011] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:46:49.885481] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:46:50.052835] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-14T23:46:50.230930] [DEBUG] [FORECASTER] LEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:46:50.397535] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:46:50.548975] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:46:50.703931] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:50.860841] [DEBUG] [FORECASTER] LEO: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:46:50.861039] [INFO ] [CONFIGURE ] LEO: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-14T23:46:50.861103] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 284 tests
[2025-10-14T23:46:50.861163] [INFO ] [CONFIGURE ] LEO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:46:50.861199] [INFO ] [CONFIGURE ] LEO: Best accuracy: 70.00%
[2025-10-14T23:46:50.861232] [INFO ] [CONFIGURE ] LEO: Best feature set (3 features): ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:46:50.861262] [INFO ] [CONFIGURE ] LEO: Improvement over baseline: 30.00%
[2025-10-14T23:46:50.861289] [INFO ] [CONFIGURE ] LEO: Total time: 41.9 seconds
[2025-10-14T23:46:50.861316] [INFO ] [CONFIGURE ] LEO: Average time per feature: 1.5 seconds
[2025-10-14T23:46:50.861344] [INFO ] [CONFIGURE ] LEO: Average speed: 0.69 features/sec
[2025-10-14T23:46:50.861983] [INFO ] [LOCAL     ] Saved configuration for LEO: 3 features, 70.00% accuracy -> ./output/feature-sets/LEO.json
[2025-10-14T23:46:50.862038] [INFO ] [CONFIGURE ] LEO: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-14T23:46:50.862114] [INFO ] [sig       ] [87/96] Successfully configured LEO | 0.02 sym/s | Total: 1.0h | ETA: 6.5m
[2025-10-14T23:46:50.862183] [INFO ] [sig       ] [88/96] Configuring LNN...
[2025-10-14T23:46:50.862224] [INFO ] [CONFIGURE ] LNN: Configurate test run.
[2025-10-14T23:46:50.862255] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNN' from 'https://tdm.silogroup.org/data/derivative_storage/LNN.csv'.
[2025-10-14T23:46:50.875019] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNN'.
[2025-10-14T23:46:50.875482] [INFO ] [CONFIGURE ] LNN: Testing with 29 available features
[2025-10-14T23:46:50.875538] [INFO ] [CONFIGURE ] LNN: Establishing baseline with no features...
[2025-10-14T23:46:50.996875] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:51.100443] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:51.203490] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:51.304904] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:51.406687] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:51.509282] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:51.613788] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:51.718576] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:51.825601] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:51.932740] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:51.932928] [INFO ] [CONFIGURE ] LNN: Baseline score (no features): 50.00%
[2025-10-14T23:46:51.932977] [INFO ] [CONFIGURE ] LNN: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:46:51.933014] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:46:52.049737] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:52.166327] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:52.285219] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:52.405103] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:52.520110] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:52.635715] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:52.749566] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:52.865304] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:52.979580] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:53.095173] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:53.095337] [INFO ] [CONFIGURE ] LNN: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:46:53.095384] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 283 tests
[2025-10-14T23:46:53.095420] [INFO ] [CONFIGURE ] LNN: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:46:53.095450] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:46:53.216122] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:53.338095] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:53.459468] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:53.584077] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:53.704816] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:53.849589] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:53.984993] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:54.109919] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:54.231588] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:54.354928] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:54.355082] [INFO ] [CONFIGURE ] LNN: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:46:54.355125] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 282 tests
[2025-10-14T23:46:54.355159] [INFO ] [CONFIGURE ] LNN: Testing feature 3/29: add_daily_returns
[2025-10-14T23:46:54.355190] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns']
[2025-10-14T23:46:54.459811] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:54.567490] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:54.676832] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:54.779794] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:54.887306] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:54.993038] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:55.100316] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:55.209755] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:55.324783] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:55.433278] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:55.433450] [INFO ] [CONFIGURE ] LNN: KEPT add_daily_returns (score: 60.00%)
[2025-10-14T23:46:55.433511] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 281 tests
[2025-10-14T23:46:55.433550] [INFO ] [CONFIGURE ] LNN: Testing feature 4/29: add_ema
[2025-10-14T23:46:55.433582] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-14T23:46:55.555521] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:55.678506] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:55.801139] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:55.924510] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:56.049160] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:56.173232] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:56.304187] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:56.428900] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:56.554516] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:46:56.681019] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:56.681170] [INFO ] [CONFIGURE ] LNN: DISCARDED add_ema (score: 50.00%)
[2025-10-14T23:46:56.681260] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 280 tests
[2025-10-14T23:46:56.681304] [INFO ] [CONFIGURE ] LNN: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:46:56.681335] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:46:56.811633] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:56.943365] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:57.079630] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:57.212137] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:57.355124] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:46:57.489492] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:46:57.624608] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:57.759139] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:57.896125] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:58.032577] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:46:58.032776] [INFO ] [CONFIGURE ] LNN: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:46:58.032828] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 279 tests
[2025-10-14T23:46:58.032865] [INFO ] [CONFIGURE ] LNN: Testing feature 6/29: add_failed_moves
[2025-10-14T23:46:58.032897] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-14T23:46:58.146365] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:58.264463] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:58.381952] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:58.499750] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:58.614966] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:58.730191] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:58.845819] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:46:58.963001] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:46:59.081382] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:46:59.199268] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:46:59.199465] [INFO ] [CONFIGURE ] LNN: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:46:59.199525] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 278 tests
[2025-10-14T23:46:59.199564] [INFO ] [CONFIGURE ] LNN: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:46:59.199595] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-14T23:46:59.305064] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:46:59.411741] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:46:59.518417] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:46:59.628574] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:46:59.743478] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:46:59.855476] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:46:59.966808] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:00.094855] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:00.208879] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:00.323414] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:00.323556] [INFO ] [CONFIGURE ] LNN: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:47:00.323600] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 277 tests
[2025-10-14T23:47:00.323637] [INFO ] [CONFIGURE ] LNN: Testing feature 8/29: add_macd
[2025-10-14T23:47:00.323714] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-14T23:47:00.480408] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:00.634955] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:00.782187] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:00.927156] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.075005] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.222751] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.399748] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.554303] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.709138] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:01.880926] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:01.881159] [INFO ] [CONFIGURE ] LNN: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:47:01.881211] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 276 tests
[2025-10-14T23:47:01.881250] [INFO ] [CONFIGURE ] LNN: Testing feature 9/29: add_mfi
[2025-10-14T23:47:01.881284] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-14T23:47:02.021800] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:02.145441] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:02.267420] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:02.391065] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:02.516188] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:02.641540] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:02.770448] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:02.894538] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:03.017371] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:03.141457] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:03.141626] [INFO ] [CONFIGURE ] LNN: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:47:03.141707] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 275 tests
[2025-10-14T23:47:03.141754] [INFO ] [CONFIGURE ] LNN: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:47:03.141788] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:47:03.278928] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:03.414914] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:03.551566] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:03.690219] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:03.829724] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:03.970409] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:04.112278] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:04.260483] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:04.406693] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:04.551050] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:47:04.551222] [INFO ] [CONFIGURE ] LNN: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-14T23:47:04.551285] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 274 tests
[2025-10-14T23:47:04.551323] [INFO ] [CONFIGURE ] LNN: Testing feature 11/29: add_obv_daily
[2025-10-14T23:47:04.551354] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-14T23:47:04.664792] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:04.784871] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:04.904676] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:05.020369] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.147203] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.268373] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.399884] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.523801] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.661483] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:05.819266] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:05.819455] [INFO ] [CONFIGURE ] LNN: KEPT add_obv_daily (score: 70.00%)
[2025-10-14T23:47:05.819503] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 273 tests
[2025-10-14T23:47:05.819540] [INFO ] [CONFIGURE ] LNN: Testing feature 12/29: add_obv_interval
[2025-10-14T23:47:05.819574] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_obv_interval']
[2025-10-14T23:47:05.984906] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:06.188679] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:06.371012] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:06.529925] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:06.683139] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:06.826992] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:06.971006] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:07.115800] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:07.259810] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:07.391920] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:07.392075] [INFO ] [CONFIGURE ] LNN: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-14T23:47:07.392119] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 272 tests
[2025-10-14T23:47:07.392154] [INFO ] [CONFIGURE ] LNN: Testing feature 13/29: add_opening_strength
[2025-10-14T23:47:07.392185] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_opening_strength']
[2025-10-14T23:47:07.514572] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:07.640527] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:07.767996] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:07.892393] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.025413] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.155738] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.291002] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.429958] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.565195] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:08.702031] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:08.702243] [INFO ] [CONFIGURE ] LNN: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:47:08.702320] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 271 tests
[2025-10-14T23:47:08.702371] [INFO ] [CONFIGURE ] LNN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:47:08.702415] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-14T23:47:08.845046] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:08.991913] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:09.140736] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:09.287540] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:09.434471] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:09.582835] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:09.736616] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:09.887625] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:10.039918] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:10.190482] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:10.190633] [INFO ] [CONFIGURE ] LNN: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:47:10.190720] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 270 tests
[2025-10-14T23:47:10.190765] [INFO ] [CONFIGURE ] LNN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:47:10.190799] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-14T23:47:10.320132] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:10.447362] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:10.573735] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:10.694168] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:10.812917] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:10.948967] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:11.074290] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:11.198244] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:11.323679] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:11.446864] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:11.447024] [INFO ] [CONFIGURE ] LNN: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:47:11.447068] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 269 tests
[2025-10-14T23:47:11.447102] [INFO ] [CONFIGURE ] LNN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:47:11.447134] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-14T23:47:11.577875] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:11.707884] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:11.839120] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:11.973108] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.099301] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.229878] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.360467] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.490909] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.625403] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:12.763679] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:12.763887] [INFO ] [CONFIGURE ] LNN: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:47:12.763961] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 268 tests
[2025-10-14T23:47:12.764020] [INFO ] [CONFIGURE ] LNN: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:47:12.764058] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-14T23:47:12.904496] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:13.055949] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:13.209334] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:13.368086] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:13.511364] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:13.655764] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:13.802315] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:13.954114] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:14.105493] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:14.282269] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:14.282523] [INFO ] [CONFIGURE ] LNN: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:47:14.282589] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 267 tests
[2025-10-14T23:47:14.282631] [INFO ] [CONFIGURE ] LNN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:47:14.282726] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-14T23:47:14.437616] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:14.569170] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:14.696402] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:14.819109] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:14.939691] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:15.061733] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:15.188184] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:15.308876] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:15.431164] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:15.558828] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:15.559049] [INFO ] [CONFIGURE ] LNN: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:47:15.559100] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 266 tests
[2025-10-14T23:47:15.559136] [INFO ] [CONFIGURE ] LNN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:47:15.559170] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-14T23:47:15.682532] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:15.803667] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:15.924570] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:16.046386] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:16.164903] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:16.286813] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:16.407477] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:16.528470] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:16.650179] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:16.772882] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:16.773097] [INFO ] [CONFIGURE ] LNN: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-14T23:47:16.773156] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 265 tests
[2025-10-14T23:47:16.773194] [INFO ] [CONFIGURE ] LNN: Testing feature 20/29: add_price_rejection
[2025-10-14T23:47:16.773225] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_price_rejection']
[2025-10-14T23:47:16.901354] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:17.029981] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:17.158480] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:17.283944] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:17.409753] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:17.535811] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:17.669486] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:17.804047] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:17.937600] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:18.071568] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:18.071777] [INFO ] [CONFIGURE ] LNN: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:47:18.071830] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 264 tests
[2025-10-14T23:47:18.071866] [INFO ] [CONFIGURE ] LNN: Testing feature 21/29: add_range_position
[2025-10-14T23:47:18.071898] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_range_position']
[2025-10-14T23:47:18.210467] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:18.347826] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:18.483877] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:18.621223] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:18.759102] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:18.903263] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:19.047897] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:19.186286] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:19.325801] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:19.466195] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:19.466356] [INFO ] [CONFIGURE ] LNN: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:47:19.466401] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 263 tests
[2025-10-14T23:47:19.466436] [INFO ] [CONFIGURE ] LNN: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:47:19.466468] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_realized_volatility']
[2025-10-14T23:47:19.614666] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:19.765992] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:19.918211] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:20.072396] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:20.223571] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:20.378448] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:20.532309] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:20.686097] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:20.842432] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:20.998105] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:20.998249] [INFO ] [CONFIGURE ] LNN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:47:20.998293] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 262 tests
[2025-10-14T23:47:20.998328] [INFO ] [CONFIGURE ] LNN: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:47:20.998359] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_recent_range_context']
[2025-10-14T23:47:21.125036] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:21.255754] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:21.381093] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:21.512470] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:21.641315] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:21.768503] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:21.897788] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:22.025165] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:22.153247] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:22.282470] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:22.282617] [INFO ] [CONFIGURE ] LNN: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:47:22.282692] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 261 tests
[2025-10-14T23:47:22.282744] [INFO ] [CONFIGURE ] LNN: Testing feature 24/29: add_rsi
[2025-10-14T23:47:22.282778] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-14T23:47:22.421838] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:22.565548] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:22.703063] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:22.850083] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.002590] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.148743] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.294611] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.443359] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.594273] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:23.757106] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:23.757341] [INFO ] [CONFIGURE ] LNN: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:47:23.757395] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 260 tests
[2025-10-14T23:47:23.757454] [INFO ] [CONFIGURE ] LNN: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:47:23.757491] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_tick_distribution']
[2025-10-14T23:47:23.890460] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:24.021807] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:24.157240] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:24.315972] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:24.440348] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:24.565083] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:24.691215] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:24.817709] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:24.948474] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:25.082994] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:25.083154] [INFO ] [CONFIGURE ] LNN: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:47:25.083201] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 259 tests
[2025-10-14T23:47:25.083237] [INFO ] [CONFIGURE ] LNN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:47:25.083269] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-14T23:47:25.212299] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:25.340399] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:25.469139] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:25.598370] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:25.724508] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:25.853230] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:25.984025] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:26.114793] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:26.244137] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:26.376069] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:26.376252] [INFO ] [CONFIGURE ] LNN: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:47:26.376298] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 258 tests
[2025-10-14T23:47:26.376332] [INFO ] [CONFIGURE ] LNN: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:47:26.376364] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-14T23:47:26.517136] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:26.654409] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:26.790566] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:26.925172] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:27.062488] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:27.199334] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:27.364982] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:27.507241] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:27.645541] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:27.784102] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:27.784251] [INFO ] [CONFIGURE ] LNN: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:47:27.784294] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 257 tests
[2025-10-14T23:47:27.784328] [INFO ] [CONFIGURE ] LNN: Testing feature 28/29: add_volume_profile
[2025-10-14T23:47:27.784361] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_volume_profile']
[2025-10-14T23:47:27.908461] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:28.031299] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:28.156256] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:28.280275] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:28.405563] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:28.530916] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:28.656239] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:28.784199] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:28.915815] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:29.051866] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:29.052053] [INFO ] [CONFIGURE ] LNN: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:47:29.052109] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 256 tests
[2025-10-14T23:47:29.052213] [INFO ] [CONFIGURE ] LNN: Testing feature 29/29: add_vwap
[2025-10-14T23:47:29.052258] [INFO ] [CONFIGURE ] LNN: Testing with features: ['add_daily_returns', 'add_obv_daily', 'add_vwap']
[2025-10-14T23:47:29.182254] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:29.311208] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:29.438400] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:29.567514] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:47:29.699741] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:29.832259] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:29.962817] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:30.096623] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:30.228837] [DEBUG] [FORECASTER] LNN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:30.388513] [DEBUG] [FORECASTER] LNN: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:47:30.388706] [INFO ] [CONFIGURE ] LNN: DISCARDED add_vwap (score: 70.00%)
[2025-10-14T23:47:30.388765] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 255 tests
[2025-10-14T23:47:30.388828] [INFO ] [CONFIGURE ] LNN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:47:30.388883] [INFO ] [CONFIGURE ] LNN: Best accuracy: 70.00%
[2025-10-14T23:47:30.388962] [INFO ] [CONFIGURE ] LNN: Best feature set (2 features): ['add_daily_returns', 'add_obv_daily']
[2025-10-14T23:47:30.389013] [INFO ] [CONFIGURE ] LNN: Improvement over baseline: 20.00%
[2025-10-14T23:47:30.389043] [INFO ] [CONFIGURE ] LNN: Total time: 38.5 seconds
[2025-10-14T23:47:30.389070] [INFO ] [CONFIGURE ] LNN: Average time per feature: 1.3 seconds
[2025-10-14T23:47:30.389098] [INFO ] [CONFIGURE ] LNN: Average speed: 0.75 features/sec
[2025-10-14T23:47:30.389455] [INFO ] [LOCAL     ] Saved configuration for LNN: 2 features, 70.00% accuracy -> ./output/feature-sets/LNN.json
[2025-10-14T23:47:30.389509] [INFO ] [CONFIGURE ] LNN: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-14T23:47:30.389576] [INFO ] [sig       ] [88/96] Successfully configured LNN | 0.02 sym/s | Total: 1.1h | ETA: 5.7m
[2025-10-14T23:47:30.389662] [INFO ] [sig       ] [89/96] Configuring MOV...
[2025-10-14T23:47:30.389718] [INFO ] [CONFIGURE ] MOV: Configurate test run.
[2025-10-14T23:47:30.389751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOV' from 'https://tdm.silogroup.org/data/derivative_storage/MOV.csv'.
[2025-10-14T23:47:30.401269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOV'.
[2025-10-14T23:47:30.401621] [INFO ] [CONFIGURE ] MOV: Testing with 29 available features
[2025-10-14T23:47:30.401702] [INFO ] [CONFIGURE ] MOV: Establishing baseline with no features...
[2025-10-14T23:47:30.502322] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:30.602880] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:30.705323] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:30.809080] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:30.909930] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:31.010748] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:31.115216] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:47:31.219855] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:31.320389] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:31.422189] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:31.422324] [INFO ] [CONFIGURE ] MOV: Baseline score (no features): 60.00%
[2025-10-14T23:47:31.422367] [INFO ] [CONFIGURE ] MOV: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:47:31.422401] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:47:31.533118] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:31.649006] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:31.767564] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:47:31.885964] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:32.002284] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:32.118506] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:32.234112] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:32.354965] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:32.471716] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:32.590282] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:47:32.590444] [INFO ] [CONFIGURE ] MOV: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-14T23:47:32.590513] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 254 tests
[2025-10-14T23:47:32.590550] [INFO ] [CONFIGURE ] MOV: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:47:32.590583] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:47:32.711405] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:32.837266] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:32.961219] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:33.082277] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:33.204202] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:33.327310] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:33.451220] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:33.579147] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:33.703849] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:33.832345] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:33.832499] [INFO ] [CONFIGURE ] MOV: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:47:33.832541] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 253 tests
[2025-10-14T23:47:33.832575] [INFO ] [CONFIGURE ] MOV: Testing feature 3/29: add_daily_returns
[2025-10-14T23:47:33.832681] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_daily_returns']
[2025-10-14T23:47:33.944445] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:34.058167] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:34.165714] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:34.279784] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:34.389494] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:34.498210] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:34.610078] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:47:34.720636] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:34.839619] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:34.957588] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:34.957763] [INFO ] [CONFIGURE ] MOV: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:47:34.957814] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 252 tests
[2025-10-14T23:47:34.957849] [INFO ] [CONFIGURE ] MOV: Testing feature 4/29: add_ema
[2025-10-14T23:47:34.957880] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema']
[2025-10-14T23:47:35.076194] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:35.200568] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:35.322863] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:35.446356] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:35.570421] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:35.704240] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:35.828455] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:35.954874] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:36.081800] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:36.209330] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:36.209513] [INFO ] [CONFIGURE ] MOV: KEPT add_ema (score: 70.00%)
[2025-10-14T23:47:36.209563] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 251 tests
[2025-10-14T23:47:36.209599] [INFO ] [CONFIGURE ] MOV: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:47:36.209631] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:47:36.359388] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:36.509802] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:36.660092] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:36.811462] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:36.963489] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:37.118526] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:37.274519] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:37.426540] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:37.580052] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:37.734560] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:37.734747] [INFO ] [CONFIGURE ] MOV: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-14T23:47:37.734803] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 250 tests
[2025-10-14T23:47:37.734840] [INFO ] [CONFIGURE ] MOV: Testing feature 6/29: add_failed_moves
[2025-10-14T23:47:37.734873] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:47:37.894498] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:38.054521] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:38.230955] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:38.409166] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:38.589461] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:38.766809] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:38.937348] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:39.092331] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:39.248564] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:39.404286] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:39.404440] [INFO ] [CONFIGURE ] MOV: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-14T23:47:39.404486] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 249 tests
[2025-10-14T23:47:39.404520] [INFO ] [CONFIGURE ] MOV: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:47:39.404552] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:47:39.545895] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:39.688337] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:39.830524] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:39.973914] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:40.121063] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:40.264177] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:40.412593] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:40.560333] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:40.711099] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:40.858414] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:47:40.858573] [INFO ] [CONFIGURE ] MOV: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:47:40.858767] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 248 tests
[2025-10-14T23:47:40.858810] [INFO ] [CONFIGURE ] MOV: Testing feature 8/29: add_macd
[2025-10-14T23:47:40.858842] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:47:41.025090] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:41.191304] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:41.358991] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:41.525891] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:47:41.696429] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:41.863786] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:42.033589] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:47:42.211497] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:42.383887] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:42.557177] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:42.557342] [INFO ] [CONFIGURE ] MOV: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:47:42.557387] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 247 tests
[2025-10-14T23:47:42.557422] [INFO ] [CONFIGURE ] MOV: Testing feature 9/29: add_mfi
[2025-10-14T23:47:42.557453] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:47:42.715498] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:42.874446] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:43.034020] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:43.195549] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:43.359837] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:43.522607] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:43.689990] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:47:43.854332] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:44.019003] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:44.183383] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:44.183547] [INFO ] [CONFIGURE ] MOV: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:47:44.183591] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 246 tests
[2025-10-14T23:47:44.183626] [INFO ] [CONFIGURE ] MOV: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:47:44.183697] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:47:44.354124] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:44.526057] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:44.699403] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:44.877297] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:47:45.053156] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:45.226917] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:45.406069] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:45.586845] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:45.773315] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:45.954181] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:45.954375] [INFO ] [CONFIGURE ] MOV: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:47:45.954421] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 245 tests
[2025-10-14T23:47:45.954455] [INFO ] [CONFIGURE ] MOV: Testing feature 11/29: add_obv_daily
[2025-10-14T23:47:45.954487] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:47:46.110411] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:46.262865] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:46.417742] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:46.571420] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:47:46.727184] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:46.882882] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:47.043355] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:47.200182] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:47.358871] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:47.521000] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:47.521171] [INFO ] [CONFIGURE ] MOV: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:47:47.521215] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 244 tests
[2025-10-14T23:47:47.521251] [INFO ] [CONFIGURE ] MOV: Testing feature 12/29: add_obv_interval
[2025-10-14T23:47:47.521283] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:47:47.677181] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:47.829994] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:47.981062] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:48.133072] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:48.296097] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:48.449829] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:48.610980] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:48.765161] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:47:48.922494] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:49.077736] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:47:49.077929] [INFO ] [CONFIGURE ] MOV: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:47:49.077991] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 243 tests
[2025-10-14T23:47:49.078031] [INFO ] [CONFIGURE ] MOV: Testing feature 13/29: add_opening_strength
[2025-10-14T23:47:49.078107] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:47:49.242590] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:49.407371] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:49.572943] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:49.739572] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:49.912348] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:50.103252] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:50.301204] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:50.495195] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:47:50.684594] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:50.870386] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:47:50.870564] [INFO ] [CONFIGURE ] MOV: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:47:50.870609] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 242 tests
[2025-10-14T23:47:50.870670] [INFO ] [CONFIGURE ] MOV: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:47:50.870730] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:47:51.064061] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:51.252638] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:51.442786] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:51.618633] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:51.790666] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:51.999936] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:52.194789] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:52.402773] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:52.588624] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:52.760099] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:52.760276] [INFO ] [CONFIGURE ] MOV: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-14T23:47:52.760321] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 241 tests
[2025-10-14T23:47:52.760356] [INFO ] [CONFIGURE ] MOV: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:47:52.760387] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:47:52.911707] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:53.063727] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:47:53.223542] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:53.389191] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:53.563487] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:53.733717] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:53.890891] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:54.045348] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:54.201286] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:54.356837] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:54.357036] [INFO ] [CONFIGURE ] MOV: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-14T23:47:54.357082] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 240 tests
[2025-10-14T23:47:54.357119] [INFO ] [CONFIGURE ] MOV: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:47:54.357151] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:47:54.515412] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:47:54.672542] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:54.831495] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:54.989283] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:55.151722] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:55.306774] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:55.464499] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:55.626290] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:55.788023] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:47:55.940446] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:55.940602] [INFO ] [CONFIGURE ] MOV: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:47:55.940676] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 239 tests
[2025-10-14T23:47:55.940734] [INFO ] [CONFIGURE ] MOV: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:47:55.940769] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:47:56.097921] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:56.254470] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:56.407690] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:56.561991] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:56.719341] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:47:56.878822] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:47:57.035629] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:57.192935] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:57.350033] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:57.507327] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:57.507478] [INFO ] [CONFIGURE ] MOV: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:47:57.507521] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 238 tests
[2025-10-14T23:47:57.507557] [INFO ] [CONFIGURE ] MOV: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:47:57.507589] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:47:57.653109] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:57.800768] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:57.949506] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:58.101191] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:47:58.258632] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:47:58.430663] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:47:58.637067] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:47:58.858269] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:47:59.087220] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:47:59.290511] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:47:59.290717] [INFO ] [CONFIGURE ] MOV: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:47:59.290776] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 237 tests
[2025-10-14T23:47:59.290814] [INFO ] [CONFIGURE ] MOV: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:47:59.290847] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:47:59.447453] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:47:59.595023] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:47:59.743914] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:47:59.891468] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:00.043325] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:48:00.193369] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:00.340238] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:00.506696] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:00.695358] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:00.851038] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:00.851200] [INFO ] [CONFIGURE ] MOV: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:48:00.851245] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 236 tests
[2025-10-14T23:48:00.851331] [INFO ] [CONFIGURE ] MOV: Testing feature 20/29: add_price_rejection
[2025-10-14T23:48:00.851385] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:48:01.015577] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:48:01.179607] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:01.345283] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:01.519594] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:01.690697] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:48:01.862598] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:02.026829] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:02.190876] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:02.354309] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:02.520517] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:02.520716] [INFO ] [CONFIGURE ] MOV: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:48:02.520780] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 235 tests
[2025-10-14T23:48:02.520820] [INFO ] [CONFIGURE ] MOV: Testing feature 21/29: add_range_position
[2025-10-14T23:48:02.520853] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:48:02.688305] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:02.855347] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:03.024332] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:03.194586] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:03.382227] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:48:03.546779] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:03.721468] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:48:03.888904] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:04.061797] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:04.229195] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:04.229353] [INFO ] [CONFIGURE ] MOV: DISCARDED add_range_position (score: 60.00%)
[2025-10-14T23:48:04.229398] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 234 tests
[2025-10-14T23:48:04.229434] [INFO ] [CONFIGURE ] MOV: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:48:04.229465] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:48:04.411157] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:48:04.589614] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:04.771269] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:04.963260] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:05.145802] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:05.328923] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:05.518683] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:48:05.705881] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:05.890388] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:06.076761] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:48:06.076919] [INFO ] [CONFIGURE ] MOV: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-14T23:48:06.076962] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 233 tests
[2025-10-14T23:48:06.076996] [INFO ] [CONFIGURE ] MOV: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:48:06.077027] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:48:06.233231] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:06.387229] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:06.551070] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:06.734422] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:48:06.890007] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:07.047073] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:07.208458] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:07.368959] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:07.531676] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:07.695846] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:07.695998] [INFO ] [CONFIGURE ] MOV: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-14T23:48:07.696043] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 232 tests
[2025-10-14T23:48:07.696079] [INFO ] [CONFIGURE ] MOV: Testing feature 24/29: add_rsi
[2025-10-14T23:48:07.696114] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-14T23:48:07.855154] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:08.014192] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:08.173058] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:08.339694] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:48:08.500327] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:08.660736] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:08.819573] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:48:08.980953] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:09.139842] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:09.297789] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:09.297947] [INFO ] [CONFIGURE ] MOV: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:48:09.297994] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 231 tests
[2025-10-14T23:48:09.298028] [INFO ] [CONFIGURE ] MOV: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:48:09.298108] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:48:09.447619] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:09.596536] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:09.774495] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:09.928880] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:10.077269] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:10.227973] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:10.377973] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:10.530282] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:10.687505] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:10.842561] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:10.842776] [INFO ] [CONFIGURE ] MOV: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:48:10.842840] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 230 tests
[2025-10-14T23:48:10.842879] [INFO ] [CONFIGURE ] MOV: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:48:10.842913] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:48:10.996484] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:48:11.152918] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:11.307886] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:11.466760] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:11.620629] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:11.777058] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:11.934990] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:12.094291] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:12.252847] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-14T23:48:12.411634] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:12.411828] [INFO ] [CONFIGURE ] MOV: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:48:12.411898] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 229 tests
[2025-10-14T23:48:12.411990] [INFO ] [CONFIGURE ] MOV: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:48:12.412033] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:48:12.573406] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:12.737149] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:12.900519] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:13.062880] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:48:13.231385] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:48:13.394947] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:13.559162] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:13.724342] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:13.889555] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:14.054966] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:14.055117] [INFO ] [CONFIGURE ] MOV: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:48:14.055160] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 228 tests
[2025-10-14T23:48:14.055196] [INFO ] [CONFIGURE ] MOV: Testing feature 28/29: add_volume_profile
[2025-10-14T23:48:14.055228] [INFO ] [CONFIGURE ] MOV: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:48:14.203559] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:48:14.353555] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:14.505812] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:48:14.657602] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:48:14.814411] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:48:14.965822] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:15.117995] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:48:15.276810] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:48:15.441226] [DEBUG] [FORECASTER] MOV: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:15.616920] [DEBUG] [FORECASTER] MOV: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:48:15.617086] [INFO ] [CONFIGURE ] MOV: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:48:15.617132] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 227 tests
[2025-10-14T23:48:15.617170] [INFO ] [CONFIGURE ] MOV: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:48:15.617203] [INFO ] [CONFIGURE ] MOV: Best accuracy: 80.00%
[2025-10-14T23:48:15.617235] [INFO ] [CONFIGURE ] MOV: Best feature set (3 features): ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:48:15.617265] [INFO ] [CONFIGURE ] MOV: Improvement over baseline: 20.00%
[2025-10-14T23:48:15.617294] [INFO ] [CONFIGURE ] MOV: Total time: 44.2 seconds
[2025-10-14T23:48:15.617321] [INFO ] [CONFIGURE ] MOV: Average time per feature: 1.6 seconds
[2025-10-14T23:48:15.617350] [INFO ] [CONFIGURE ] MOV: Average speed: 0.66 features/sec
[2025-10-14T23:48:15.617994] [INFO ] [LOCAL     ] Saved configuration for MOV: 3 features, 80.00% accuracy -> ./output/feature-sets/MOV.json
[2025-10-14T23:48:15.618079] [INFO ] [CONFIGURE ] MOV: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:48:15.618143] [INFO ] [sig       ] [89/96] Successfully configured MOV | 0.02 sym/s | Total: 1.1h | ETA: 5.0m
[2025-10-14T23:48:15.618179] [INFO ] [sig       ] [90/96] Configuring MP...
[2025-10-14T23:48:15.618213] [INFO ] [CONFIGURE ] MP: Configurate test run.
[2025-10-14T23:48:15.618244] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MP' from 'https://tdm.silogroup.org/data/derivative_storage/MP.csv'.
[2025-10-14T23:48:15.630761] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MP'.
[2025-10-14T23:48:15.631095] [INFO ] [CONFIGURE ] MP: Testing with 29 available features
[2025-10-14T23:48:15.631152] [INFO ] [CONFIGURE ] MP: Establishing baseline with no features...
[2025-10-14T23:48:15.742147] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:15.848067] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:15.951872] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:16.055575] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:16.159386] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:16.261280] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:16.375089] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:16.488815] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:16.592667] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:16.695383] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:16.695597] [INFO ] [CONFIGURE ] MP: Baseline score (no features): 40.00%
[2025-10-14T23:48:16.695668] [INFO ] [CONFIGURE ] MP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:48:16.695726] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:48:16.808315] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:16.918935] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:17.029492] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:17.140924] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:17.252142] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:17.364335] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:17.477699] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:17.591515] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:17.708876] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:17.827030] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:17.827194] [INFO ] [CONFIGURE ] MP: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:48:17.827238] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 226 tests
[2025-10-14T23:48:17.827352] [INFO ] [CONFIGURE ] MP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:48:17.827398] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:48:17.955453] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:18.083152] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:48:18.218185] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:18.354199] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:18.489154] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:18.624817] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:18.766029] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:18.899889] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:19.033496] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:19.175409] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:19.175664] [INFO ] [CONFIGURE ] MP: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-14T23:48:19.175749] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 225 tests
[2025-10-14T23:48:19.175834] [INFO ] [CONFIGURE ] MP: Testing feature 3/29: add_daily_returns
[2025-10-14T23:48:19.175873] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:48:19.314948] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:19.440436] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:19.562288] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:19.679972] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:19.801453] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:19.922879] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:20.046736] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:20.174230] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:20.304803] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:20.439314] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:20.439560] [INFO ] [CONFIGURE ] MP: KEPT add_daily_returns (score: 60.00%)
[2025-10-14T23:48:20.439613] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 224 tests
[2025-10-14T23:48:20.439682] [INFO ] [CONFIGURE ] MP: Testing feature 4/29: add_ema
[2025-10-14T23:48:20.439735] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-14T23:48:20.582996] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:20.736709] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:20.884393] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:21.042555] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:21.187549] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:21.334457] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:21.480099] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:21.628443] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:21.767244] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:21.908388] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:21.908621] [INFO ] [CONFIGURE ] MP: KEPT add_ema (score: 70.00%)
[2025-10-14T23:48:21.908707] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 223 tests
[2025-10-14T23:48:21.908756] [INFO ] [CONFIGURE ] MP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:48:21.908792] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:48:22.068801] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:22.227739] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:22.388243] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:22.548793] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:22.708692] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:22.867788] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:23.028284] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:23.194969] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:23.374217] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:23.548414] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:23.548604] [INFO ] [CONFIGURE ] MP: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:48:23.548681] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 222 tests
[2025-10-14T23:48:23.548739] [INFO ] [CONFIGURE ] MP: Testing feature 6/29: add_failed_moves
[2025-10-14T23:48:23.548776] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-14T23:48:23.700277] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:23.848538] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:23.995819] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:24.144377] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:24.292472] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:24.442902] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:24.595828] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:24.742565] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:24.914024] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:25.061549] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:25.061768] [INFO ] [CONFIGURE ] MP: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:48:25.061824] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 221 tests
[2025-10-14T23:48:25.061861] [INFO ] [CONFIGURE ] MP: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:48:25.061895] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-14T23:48:25.197664] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:25.335683] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:25.474425] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:25.621255] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:25.765144] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:25.908256] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:26.046966] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:26.187686] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:26.328512] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:26.468273] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:26.468463] [INFO ] [CONFIGURE ] MP: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:48:26.468510] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 220 tests
[2025-10-14T23:48:26.468549] [INFO ] [CONFIGURE ] MP: Testing feature 8/29: add_macd
[2025-10-14T23:48:26.468584] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:48:26.640181] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:26.816313] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:27.003413] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:27.179274] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:27.352509] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:27.529144] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:27.708326] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:27.882828] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:28.059120] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:28.242238] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:28.242456] [INFO ] [CONFIGURE ] MP: DISCARDED add_macd (score: 60.00%)
[2025-10-14T23:48:28.242504] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 219 tests
[2025-10-14T23:48:28.242539] [INFO ] [CONFIGURE ] MP: Testing feature 9/29: add_mfi
[2025-10-14T23:48:28.242573] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-14T23:48:28.391514] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:28.542168] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:28.688844] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:28.835439] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:28.985180] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:29.133117] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:29.282685] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:29.435636] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:29.588012] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:29.743374] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:29.743554] [INFO ] [CONFIGURE ] MP: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:48:29.743601] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 218 tests
[2025-10-14T23:48:29.743639] [INFO ] [CONFIGURE ] MP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:48:29.743723] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:48:29.912099] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:30.080037] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:30.248145] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:30.418070] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:30.582198] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:30.770442] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:30.961004] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:31.127926] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:31.296158] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:31.484247] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:31.484451] [INFO ] [CONFIGURE ] MP: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:48:31.484499] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 217 tests
[2025-10-14T23:48:31.484534] [INFO ] [CONFIGURE ] MP: Testing feature 11/29: add_obv_daily
[2025-10-14T23:48:31.484568] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_obv_daily']
[2025-10-14T23:48:31.628399] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:31.774109] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:31.922785] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:32.061566] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:32.202274] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:32.344129] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:32.484795] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:32.625589] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:32.767039] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:32.909839] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:32.910008] [INFO ] [CONFIGURE ] MP: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:48:32.910053] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 216 tests
[2025-10-14T23:48:32.910089] [INFO ] [CONFIGURE ] MP: Testing feature 12/29: add_obv_interval
[2025-10-14T23:48:32.910121] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_obv_interval']
[2025-10-14T23:48:33.048471] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:33.188429] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:33.331401] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:33.479358] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:33.624864] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:33.774828] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:33.919039] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:34.085770] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:34.250205] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:34.414767] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:34.414941] [INFO ] [CONFIGURE ] MP: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:48:34.414987] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 215 tests
[2025-10-14T23:48:34.415024] [INFO ] [CONFIGURE ] MP: Testing feature 13/29: add_opening_strength
[2025-10-14T23:48:34.415057] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-14T23:48:34.563221] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:34.715290] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:34.870668] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:35.026233] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:35.184001] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:35.344741] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:35.503072] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:35.673956] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:35.840726] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:36.001604] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:36.001787] [INFO ] [CONFIGURE ] MP: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-14T23:48:36.001837] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 214 tests
[2025-10-14T23:48:36.001878] [INFO ] [CONFIGURE ] MP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:48:36.001910] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:48:36.163585] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:36.337954] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:36.508306] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:36.684913] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:36.851165] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:37.034251] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:37.192977] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:37.355675] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:37.515187] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:37.678500] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:37.678688] [INFO ] [CONFIGURE ] MP: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-14T23:48:37.678752] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 213 tests
[2025-10-14T23:48:37.678789] [INFO ] [CONFIGURE ] MP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:48:37.678827] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:48:37.818297] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:37.994440] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:38.137855] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:38.281840] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:38.420361] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:38.559719] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:38.700099] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:38.843607] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:38.988894] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:39.130902] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:39.131076] [INFO ] [CONFIGURE ] MP: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:48:39.131122] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 212 tests
[2025-10-14T23:48:39.131158] [INFO ] [CONFIGURE ] MP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:48:39.131192] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:48:39.280037] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:39.430551] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:39.577278] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:39.723518] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:39.869558] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:40.044479] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:40.194911] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:40.345692] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:40.498130] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:40.654691] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:40.654886] [INFO ] [CONFIGURE ] MP: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:48:40.654941] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 211 tests
[2025-10-14T23:48:40.654978] [INFO ] [CONFIGURE ] MP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:48:40.655011] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_return_2d']
[2025-10-14T23:48:40.808227] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:40.962346] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:41.118732] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:41.272831] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:41.425323] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:41.573929] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:48:41.722729] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:41.876856] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:42.028608] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:42.177794] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:48:42.177964] [INFO ] [CONFIGURE ] MP: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-14T23:48:42.178689] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 210 tests
[2025-10-14T23:48:42.178743] [INFO ] [CONFIGURE ] MP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:48:42.178778] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:48:42.315321] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:42.449270] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:42.580173] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:42.710461] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:42.844758] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:42.979736] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:43.120110] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:43.260898] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:43.404585] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:43.545782] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:43.545980] [INFO ] [CONFIGURE ] MP: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:48:43.546025] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 209 tests
[2025-10-14T23:48:43.546060] [INFO ] [CONFIGURE ] MP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:48:43.546093] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:48:43.686770] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:43.827551] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:43.970006] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:44.111022] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:44.258701] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:44.407846] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:44.559488] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:44.710905] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:44.862701] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:45.016266] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:45.016443] [INFO ] [CONFIGURE ] MP: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:48:45.016487] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 208 tests
[2025-10-14T23:48:45.016523] [INFO ] [CONFIGURE ] MP: Testing feature 20/29: add_price_rejection
[2025-10-14T23:48:45.016556] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_price_rejection']
[2025-10-14T23:48:45.168002] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:45.312235] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:45.460557] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:45.608101] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:45.761601] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:45.911178] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:46.091806] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:46.244193] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:46.393338] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:46.545348] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:46.545538] [INFO ] [CONFIGURE ] MP: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:48:46.545615] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 207 tests
[2025-10-14T23:48:46.545725] [INFO ] [CONFIGURE ] MP: Testing feature 21/29: add_range_position
[2025-10-14T23:48:46.545773] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_range_position']
[2025-10-14T23:48:46.714296] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:46.881879] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:47.045539] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:47.204234] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:47.360616] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:47.522295] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:47.682855] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:47.843152] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:48.006974] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:48.174678] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:48.174841] [INFO ] [CONFIGURE ] MP: DISCARDED add_range_position (score: 50.00%)
[2025-10-14T23:48:48.174887] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 206 tests
[2025-10-14T23:48:48.174922] [INFO ] [CONFIGURE ] MP: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:48:48.174954] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_realized_volatility']
[2025-10-14T23:48:48.348398] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:48.518262] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:48.688959] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:48.865207] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:49.037030] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:49.227327] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:49.407583] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:49.590088] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:49.773792] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:49.957155] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:49.957296] [INFO ] [CONFIGURE ] MP: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:48:49.957340] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 205 tests
[2025-10-14T23:48:49.957374] [INFO ] [CONFIGURE ] MP: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:48:49.957406] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_recent_range_context']
[2025-10-14T23:48:50.098799] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:50.240940] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:50.383839] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:50.527626] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:50.672162] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:50.834291] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:51.014725] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:51.225621] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:51.419562] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:51.620553] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:51.620768] [INFO ] [CONFIGURE ] MP: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:48:51.620830] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 204 tests
[2025-10-14T23:48:51.620877] [INFO ] [CONFIGURE ] MP: Testing feature 24/29: add_rsi
[2025-10-14T23:48:51.620913] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-14T23:48:51.776021] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:51.945756] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:52.121732] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:52.314214] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:52.464275] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:52.628391] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:52.800888] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:52.957420] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:53.112180] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:53.266530] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:53.266721] [INFO ] [CONFIGURE ] MP: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:48:53.266779] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 203 tests
[2025-10-14T23:48:53.266820] [INFO ] [CONFIGURE ] MP: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:48:53.266856] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_tick_distribution']
[2025-10-14T23:48:53.412824] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:53.558511] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:53.702391] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:53.846824] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:53.994504] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:54.142075] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:54.289746] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:48:54.451512] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:54.616089] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:54.763418] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:54.763617] [INFO ] [CONFIGURE ] MP: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:48:54.763697] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 202 tests
[2025-10-14T23:48:54.763811] [INFO ] [CONFIGURE ] MP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:48:54.763854] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:48:54.908489] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:55.057575] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:55.202965] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:55.362132] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:55.507877] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:55.654960] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:55.803341] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:55.958058] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:56.108464] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:56.257391] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:56.257552] [INFO ] [CONFIGURE ] MP: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:48:56.257596] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 201 tests
[2025-10-14T23:48:56.257631] [INFO ] [CONFIGURE ] MP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:48:56.257700] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_volume_price_divergence']
[2025-10-14T23:48:56.407999] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:56.559845] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:56.711191] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:56.863433] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:57.022024] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:57.175827] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:57.330100] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:57.484910] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:48:57.641070] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:57.796335] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:57.796550] [INFO ] [CONFIGURE ] MP: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:48:57.796613] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 200 tests
[2025-10-14T23:48:57.796682] [INFO ] [CONFIGURE ] MP: Testing feature 28/29: add_volume_profile
[2025-10-14T23:48:57.796734] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_volume_profile']
[2025-10-14T23:48:57.941672] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:58.095190] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:58.242139] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:58.397268] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:48:58.542504] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:48:58.689006] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:48:58.835908] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:48:58.991479] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:48:59.138488] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:48:59.285979] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:48:59.286144] [INFO ] [CONFIGURE ] MP: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:48:59.286206] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 199 tests
[2025-10-14T23:48:59.286243] [INFO ] [CONFIGURE ] MP: Testing feature 29/29: add_vwap
[2025-10-14T23:48:59.286276] [INFO ] [CONFIGURE ] MP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_vwap']
[2025-10-14T23:48:59.432375] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:48:59.578155] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:48:59.724777] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:48:59.872392] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:00.024828] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-14T23:49:00.172876] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:49:00.316026] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:49:00.482990] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:00.641528] [DEBUG] [FORECASTER] MP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-14T23:49:00.805211] [DEBUG] [FORECASTER] MP: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:49:00.805357] [INFO ] [CONFIGURE ] MP: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:49:00.805405] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 198 tests
[2025-10-14T23:49:00.805455] [INFO ] [CONFIGURE ] MP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:49:00.805511] [INFO ] [CONFIGURE ] MP: Best accuracy: 70.00%
[2025-10-14T23:49:00.805546] [INFO ] [CONFIGURE ] MP: Best feature set (3 features): ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-14T23:49:00.805575] [INFO ] [CONFIGURE ] MP: Improvement over baseline: 30.00%
[2025-10-14T23:49:00.805602] [INFO ] [CONFIGURE ] MP: Total time: 44.1 seconds
[2025-10-14T23:49:00.805628] [INFO ] [CONFIGURE ] MP: Average time per feature: 1.5 seconds
[2025-10-14T23:49:00.805698] [INFO ] [CONFIGURE ] MP: Average speed: 0.66 features/sec
[2025-10-14T23:49:00.806289] [INFO ] [LOCAL     ] Saved configuration for MP: 3 features, 70.00% accuracy -> ./output/feature-sets/MP.json
[2025-10-14T23:49:00.806345] [INFO ] [CONFIGURE ] MP: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-14T23:49:00.806412] [INFO ] [sig       ] [90/96] Successfully configured MP | 0.02 sym/s | Total: 1.1h | ETA: 4.3m
[2025-10-14T23:49:00.806479] [INFO ] [sig       ] [91/96] Configuring NIM...
[2025-10-14T23:49:00.806518] [INFO ] [CONFIGURE ] NIM: Configurate test run.
[2025-10-14T23:49:00.806600] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIM' from 'https://tdm.silogroup.org/data/derivative_storage/NIM.csv'.
[2025-10-14T23:49:00.816837] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIM'.
[2025-10-14T23:49:00.817113] [INFO ] [CONFIGURE ] NIM: Testing with 29 available features
[2025-10-14T23:49:00.817183] [INFO ] [CONFIGURE ] NIM: Establishing baseline with no features...
[2025-10-14T23:49:00.925603] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:49:01.035956] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:01.142976] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:01.249140] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:01.389535] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:01.497987] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:01.606609] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:01.717306] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:01.836687] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:01.963619] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:01.963802] [INFO ] [CONFIGURE ] NIM: Baseline score (no features): 50.00%
[2025-10-14T23:49:01.963853] [INFO ] [CONFIGURE ] NIM: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:49:01.963888] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:49:02.098311] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:02.230145] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:02.362117] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:02.496270] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:02.627702] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:02.766188] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:02.900914] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:03.034705] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:03.169235] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:03.304190] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:03.304382] [INFO ] [CONFIGURE ] NIM: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-14T23:49:03.304429] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 197 tests
[2025-10-14T23:49:03.304465] [INFO ] [CONFIGURE ] NIM: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:49:03.304496] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:49:03.444317] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:03.569267] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:03.696592] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:03.819957] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:49:03.943066] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:04.066240] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:49:04.192463] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:04.321210] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:04.455251] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:04.581572] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:04.581780] [INFO ] [CONFIGURE ] NIM: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:49:04.581843] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 196 tests
[2025-10-14T23:49:04.581881] [INFO ] [CONFIGURE ] NIM: Testing feature 3/29: add_daily_returns
[2025-10-14T23:49:04.581933] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_daily_returns']
[2025-10-14T23:49:04.688765] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:04.796765] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:04.905202] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:05.013828] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:05.123224] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:05.234132] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:49:05.345326] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:05.459098] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:05.577608] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:05.694797] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:05.695023] [INFO ] [CONFIGURE ] NIM: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:49:05.695083] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 195 tests
[2025-10-14T23:49:05.695121] [INFO ] [CONFIGURE ] NIM: Testing feature 4/29: add_ema
[2025-10-14T23:49:05.695152] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema']
[2025-10-14T23:49:05.835832] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:05.979874] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:06.118859] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:06.255902] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:06.400324] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:06.541595] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:06.684099] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:06.812377] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:06.940004] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:07.071332] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:07.071544] [INFO ] [CONFIGURE ] NIM: KEPT add_ema (score: 60.00%)
[2025-10-14T23:49:07.071618] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 194 tests
[2025-10-14T23:49:07.071702] [INFO ] [CONFIGURE ] NIM: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:49:07.071749] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:49:07.223821] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:07.374856] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:07.521739] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:07.673252] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:07.822532] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:07.972165] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:08.116430] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:08.265410] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:08.410007] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:08.556934] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:08.557132] [INFO ] [CONFIGURE ] NIM: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:49:08.557195] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 193 tests
[2025-10-14T23:49:08.557233] [INFO ] [CONFIGURE ] NIM: Testing feature 6/29: add_failed_moves
[2025-10-14T23:49:08.557265] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-14T23:49:08.681541] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:08.806956] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:08.933184] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:09.063531] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:09.191951] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:09.315175] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:09.440501] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:09.566559] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:09.694833] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:09.828039] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:09.828207] [INFO ] [CONFIGURE ] NIM: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:49:09.828253] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 192 tests
[2025-10-14T23:49:09.828287] [INFO ] [CONFIGURE ] NIM: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:49:09.828318] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-14T23:49:09.949448] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:10.071262] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:10.193392] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:10.316744] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:10.441750] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:10.565391] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:10.692457] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:10.824236] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:10.947863] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:11.072712] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:11.072842] [INFO ] [CONFIGURE ] NIM: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:49:11.072885] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 191 tests
[2025-10-14T23:49:11.072920] [INFO ] [CONFIGURE ] NIM: Testing feature 8/29: add_macd
[2025-10-14T23:49:11.072950] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-14T23:49:11.224327] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:11.380547] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:11.535810] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:11.684194] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:11.835915] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:11.987076] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:12.139783] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:12.293901] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:12.444329] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:12.596370] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:12.596553] [INFO ] [CONFIGURE ] NIM: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:49:12.596598] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 190 tests
[2025-10-14T23:49:12.596635] [INFO ] [CONFIGURE ] NIM: Testing feature 9/29: add_mfi
[2025-10-14T23:49:12.596713] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_mfi']
[2025-10-14T23:49:12.724565] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:12.852938] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:12.983766] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:13.121661] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:13.258393] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:13.396598] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:13.545478] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:13.679790] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:13.815944] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:13.951881] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:13.952060] [INFO ] [CONFIGURE ] NIM: DISCARDED add_mfi (score: 60.00%)
[2025-10-14T23:49:13.952105] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 189 tests
[2025-10-14T23:49:13.952141] [INFO ] [CONFIGURE ] NIM: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:49:13.952173] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:49:14.098970] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:14.253195] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:14.398775] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:14.545442] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:14.695316] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:14.841009] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:49:14.991022] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:15.138255] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:15.285008] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:15.436295] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:15.436451] [INFO ] [CONFIGURE ] NIM: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:49:15.436495] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 188 tests
[2025-10-14T23:49:15.436550] [INFO ] [CONFIGURE ] NIM: Testing feature 11/29: add_obv_daily
[2025-10-14T23:49:15.436583] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-14T23:49:15.565890] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:15.692350] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:15.821837] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:15.950869] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:16.080433] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:16.208577] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:16.340323] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:16.471148] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:16.602245] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:16.731927] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:16.732126] [INFO ] [CONFIGURE ] NIM: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:49:16.732174] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 187 tests
[2025-10-14T23:49:16.732210] [INFO ] [CONFIGURE ] NIM: Testing feature 12/29: add_obv_interval
[2025-10-14T23:49:16.732242] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-14T23:49:16.854384] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:16.978898] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:17.110869] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:17.233962] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:17.357900] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:17.482199] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:17.610484] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:17.740994] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:17.871589] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:18.008019] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:18.008331] [INFO ] [CONFIGURE ] NIM: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:49:18.008389] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 186 tests
[2025-10-14T23:49:18.008428] [INFO ] [CONFIGURE ] NIM: Testing feature 13/29: add_opening_strength
[2025-10-14T23:49:18.008461] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:49:18.147939] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:18.283347] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:18.417908] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:18.554449] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:18.689572] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:18.829271] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:49:18.968569] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:19.113552] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:19.250976] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:19.389740] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:19.389895] [INFO ] [CONFIGURE ] NIM: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:49:19.389949] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 185 tests
[2025-10-14T23:49:19.389983] [INFO ] [CONFIGURE ] NIM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:49:19.390014] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-14T23:49:19.530809] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:19.665104] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:19.799674] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:19.936161] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:20.071831] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:20.206964] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:20.343322] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:20.480233] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:20.618166] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:20.768609] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:20.768835] [INFO ] [CONFIGURE ] NIM: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:49:20.768900] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 184 tests
[2025-10-14T23:49:20.768938] [INFO ] [CONFIGURE ] NIM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:49:20.768972] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-14T23:49:20.913328] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:21.055107] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:21.200753] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:21.332520] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:21.458884] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:21.585827] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:21.718904] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:21.848306] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:21.982962] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:22.113119] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:22.113292] [INFO ] [CONFIGURE ] NIM: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:49:22.113336] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 183 tests
[2025-10-14T23:49:22.113370] [INFO ] [CONFIGURE ] NIM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:49:22.113402] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-14T23:49:22.243253] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:49:22.368406] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:22.494138] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:22.628491] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:22.759572] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:22.897176] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:23.035822] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:23.171974] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:23.304848] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:23.436116] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:23.436295] [INFO ] [CONFIGURE ] NIM: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:49:23.436341] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 182 tests
[2025-10-14T23:49:23.436376] [INFO ] [CONFIGURE ] NIM: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:49:23.436410] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-14T23:49:23.588729] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:23.725501] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:23.870721] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:24.017278] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:24.143921] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:24.271930] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:24.400343] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:24.536216] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:24.673253] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:24.808451] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:24.808611] [INFO ] [CONFIGURE ] NIM: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:49:24.808700] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 181 tests
[2025-10-14T23:49:24.808808] [INFO ] [CONFIGURE ] NIM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:49:24.808852] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-14T23:49:24.926475] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:25.045003] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:25.167416] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:25.287183] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:25.408475] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:25.529881] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:25.656905] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:25.780906] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:25.903153] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:26.027269] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:26.027427] [INFO ] [CONFIGURE ] NIM: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:49:26.027469] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 180 tests
[2025-10-14T23:49:26.027503] [INFO ] [CONFIGURE ] NIM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:49:26.027535] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-14T23:49:26.144097] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:26.260068] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:26.376861] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:26.493822] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:26.611864] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:26.734993] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:26.855223] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:26.977078] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:27.101301] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:27.222992] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:27.223195] [INFO ] [CONFIGURE ] NIM: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:49:27.223244] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 179 tests
[2025-10-14T23:49:27.223278] [INFO ] [CONFIGURE ] NIM: Testing feature 20/29: add_price_rejection
[2025-10-14T23:49:27.223309] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-14T23:49:27.356068] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:27.488975] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:27.623935] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:27.766130] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:27.896773] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:28.029001] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:28.162665] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:28.295581] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:28.429165] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:28.559941] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:28.560125] [INFO ] [CONFIGURE ] NIM: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-14T23:49:28.560171] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 178 tests
[2025-10-14T23:49:28.560206] [INFO ] [CONFIGURE ] NIM: Testing feature 21/29: add_range_position
[2025-10-14T23:49:28.560237] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_range_position']
[2025-10-14T23:49:28.694315] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:28.828416] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:28.961914] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:29.096322] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:29.231944] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:29.369303] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:29.507818] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:29.647854] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:29.787588] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:29.930457] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:29.930748] [INFO ] [CONFIGURE ] NIM: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:49:29.930810] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 177 tests
[2025-10-14T23:49:29.930847] [INFO ] [CONFIGURE ] NIM: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:49:29.930880] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-14T23:49:30.087233] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:30.275253] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:30.445279] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:30.604393] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:30.793017] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:30.979497] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:31.159806] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:31.323541] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:31.485451] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:31.650829] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:31.651010] [INFO ] [CONFIGURE ] NIM: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:49:31.651064] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 176 tests
[2025-10-14T23:49:31.651099] [INFO ] [CONFIGURE ] NIM: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:49:31.651130] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-14T23:49:31.781048] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:31.910615] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:32.044261] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:32.184802] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:32.326494] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:32.464296] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:32.600818] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:32.736447] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:32.871900] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:33.007746] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:33.007921] [INFO ] [CONFIGURE ] NIM: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:49:33.007967] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 175 tests
[2025-10-14T23:49:33.008005] [INFO ] [CONFIGURE ] NIM: Testing feature 24/29: add_rsi
[2025-10-14T23:49:33.008094] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_rsi']
[2025-10-14T23:49:33.144985] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:33.281329] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:33.412274] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:33.543287] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:33.673544] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:33.804484] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:49:33.949283] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:34.102707] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:34.256201] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:34.410438] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:34.410611] [INFO ] [CONFIGURE ] NIM: DISCARDED add_rsi (score: 30.00%)
[2025-10-14T23:49:34.410686] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 174 tests
[2025-10-14T23:49:34.410738] [INFO ] [CONFIGURE ] NIM: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:49:34.410772] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-14T23:49:34.536114] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:34.660245] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:34.789587] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:34.915210] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:35.040037] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:35.166014] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:35.293138] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:35.420188] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:35.547729] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:35.677627] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:35.677803] [INFO ] [CONFIGURE ] NIM: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:49:35.677852] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 173 tests
[2025-10-14T23:49:35.677890] [INFO ] [CONFIGURE ] NIM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:49:35.677922] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-14T23:49:35.808026] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:35.939400] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:49:36.069258] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:36.207068] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:36.343059] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:36.475757] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:36.610227] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:36.746192] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:36.881607] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:37.018787] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:37.018934] [INFO ] [CONFIGURE ] NIM: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-14T23:49:37.018978] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 172 tests
[2025-10-14T23:49:37.019012] [INFO ] [CONFIGURE ] NIM: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:49:37.019043] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-14T23:49:37.161284] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:37.301901] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:37.442472] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:37.583790] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:37.755607] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:37.901477] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:38.045607] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:38.191615] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:38.337560] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:38.485120] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:38.485284] [INFO ] [CONFIGURE ] NIM: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-14T23:49:38.485329] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 171 tests
[2025-10-14T23:49:38.485362] [INFO ] [CONFIGURE ] NIM: Testing feature 28/29: add_volume_profile
[2025-10-14T23:49:38.485393] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-14T23:49:38.614979] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:38.744771] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:38.874233] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:39.005834] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:39.137029] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:39.270147] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:39.403434] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:39.544237] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:39.679341] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:39.813926] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-10, Predicted=1.0, Actual=1
[2025-10-14T23:49:39.814136] [INFO ] [CONFIGURE ] NIM: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:49:39.814188] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 170 tests
[2025-10-14T23:49:39.814223] [INFO ] [CONFIGURE ] NIM: Testing feature 29/29: add_vwap
[2025-10-14T23:49:39.814254] [INFO ] [CONFIGURE ] NIM: Testing with features: ['add_ema', 'add_vwap']
[2025-10-14T23:49:39.945005] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:49:40.078341] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:49:40.213004] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:49:40.346973] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:49:40.481412] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:40.615667] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:49:40.782271] [DEBUG] [FORECASTER] NIM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:40.918526] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:41.061223] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:41.203558] [DEBUG] [FORECASTER] NIM: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:41.203745] [INFO ] [CONFIGURE ] NIM: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:49:41.203800] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 169 tests
[2025-10-14T23:49:41.203838] [INFO ] [CONFIGURE ] NIM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:49:41.203869] [INFO ] [CONFIGURE ] NIM: Best accuracy: 60.00%
[2025-10-14T23:49:41.203900] [INFO ] [CONFIGURE ] NIM: Best feature set (1 features): ['add_ema']
[2025-10-14T23:49:41.203929] [INFO ] [CONFIGURE ] NIM: Improvement over baseline: 10.00%
[2025-10-14T23:49:41.203956] [INFO ] [CONFIGURE ] NIM: Total time: 39.2 seconds
[2025-10-14T23:49:41.203984] [INFO ] [CONFIGURE ] NIM: Average time per feature: 1.4 seconds
[2025-10-14T23:49:41.204012] [INFO ] [CONFIGURE ] NIM: Average speed: 0.74 features/sec
[2025-10-14T23:49:41.204693] [INFO ] [LOCAL     ] Saved configuration for NIM: 1 features, 60.00% accuracy -> ./output/feature-sets/NIM.json
[2025-10-14T23:49:41.204749] [INFO ] [CONFIGURE ] NIM: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-14T23:49:41.204817] [INFO ] [sig       ] [91/96] Successfully configured NIM | 0.02 sym/s | Total: 1.1h | ETA: 3.6m
[2025-10-14T23:49:41.204885] [INFO ] [sig       ] [92/96] Configuring RHP...
[2025-10-14T23:49:41.204924] [INFO ] [CONFIGURE ] RHP: Configurate test run.
[2025-10-14T23:49:41.204955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RHP' from 'https://tdm.silogroup.org/data/derivative_storage/RHP.csv'.
[2025-10-14T23:49:41.215612] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RHP'.
[2025-10-14T23:49:41.215998] [INFO ] [CONFIGURE ] RHP: Testing with 29 available features
[2025-10-14T23:49:41.216054] [INFO ] [CONFIGURE ] RHP: Establishing baseline with no features...
[2025-10-14T23:49:41.320891] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:49:41.423709] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:41.526847] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:41.627409] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:41.727111] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:49:41.827207] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:49:41.927118] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:42.027618] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:42.128801] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:42.232208] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:42.232446] [INFO ] [CONFIGURE ] RHP: Baseline score (no features): 30.00%
[2025-10-14T23:49:42.232559] [INFO ] [CONFIGURE ] RHP: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:49:42.232630] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:49:42.348154] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:42.459821] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:42.575549] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:49:42.692856] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:49:42.805772] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:42.918165] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:43.031512] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:43.147901] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:43.262161] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:43.378195] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:43.378321] [INFO ] [CONFIGURE ] RHP: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-14T23:49:43.378366] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 168 tests
[2025-10-14T23:49:43.378404] [INFO ] [CONFIGURE ] RHP: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:49:43.378435] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:49:43.506435] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:43.637767] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:43.777634] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:43.915707] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:44.077857] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:44.271282] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:44.459985] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:44.656206] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:44.829971] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:44.988746] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:44.988984] [INFO ] [CONFIGURE ] RHP: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:49:44.989058] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 167 tests
[2025-10-14T23:49:44.989119] [INFO ] [CONFIGURE ] RHP: Testing feature 3/29: add_daily_returns
[2025-10-14T23:49:44.989168] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:49:45.108330] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:45.273941] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:45.405782] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:45.533292] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:49:45.649845] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:45.768683] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:45.892191] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:46.011633] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:46.131887] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:46.272212] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:46.272404] [INFO ] [CONFIGURE ] RHP: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-14T23:49:46.272452] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 166 tests
[2025-10-14T23:49:46.272490] [INFO ] [CONFIGURE ] RHP: Testing feature 4/29: add_ema
[2025-10-14T23:49:46.272526] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:49:46.411403] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:46.552612] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:46.692231] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:46.864549] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:49:47.005256] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:47.147323] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:49:47.290329] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:47.433176] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:47.576074] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:47.718922] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:47.719086] [INFO ] [CONFIGURE ] RHP: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:49:47.719133] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 165 tests
[2025-10-14T23:49:47.719170] [INFO ] [CONFIGURE ] RHP: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:49:47.719203] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:49:47.865064] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:48.012558] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:48.159827] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:48.304549] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:48.455129] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:49:48.603396] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:48.751771] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:48.901637] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:49.052585] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:49.202618] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:49.202810] [INFO ] [CONFIGURE ] RHP: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:49:49.202863] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 164 tests
[2025-10-14T23:49:49.202902] [INFO ] [CONFIGURE ] RHP: Testing feature 6/29: add_failed_moves
[2025-10-14T23:49:49.202937] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:49:49.321945] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:49.446587] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:49.570027] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:49:49.694859] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:49:49.819318] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:49.945669] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:50.072430] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:50.199112] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:50.326385] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:50.456531] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:50.456738] [INFO ] [CONFIGURE ] RHP: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-14T23:49:50.456799] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 163 tests
[2025-10-14T23:49:50.456840] [INFO ] [CONFIGURE ] RHP: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:49:50.456874] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:49:50.587914] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:50.705674] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:50.825208] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:50.945363] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:51.065380] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:51.188202] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:51.311047] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:51.440479] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:51.561628] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:51.682855] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:51.682984] [INFO ] [CONFIGURE ] RHP: DISCARDED add_lag_shelf (score: 20.00%)
[2025-10-14T23:49:51.683028] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 162 tests
[2025-10-14T23:49:51.683061] [INFO ] [CONFIGURE ] RHP: Testing feature 8/29: add_macd
[2025-10-14T23:49:51.683092] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:49:51.839025] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:51.992876] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:52.148110] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:52.308639] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:52.467101] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:49:52.626742] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:52.792356] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:52.960784] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:53.119273] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:53.273798] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:53.273992] [INFO ] [CONFIGURE ] RHP: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:49:53.274055] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 161 tests
[2025-10-14T23:49:53.274095] [INFO ] [CONFIGURE ] RHP: Testing feature 9/29: add_mfi
[2025-10-14T23:49:53.274126] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:49:53.399995] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:53.527609] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:53.664566] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:49:53.795423] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:53.925978] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:54.056795] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:54.195617] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:54.330283] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:54.465269] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:54.599444] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:54.599634] [INFO ] [CONFIGURE ] RHP: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T23:49:54.599716] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 160 tests
[2025-10-14T23:49:54.599760] [INFO ] [CONFIGURE ] RHP: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:49:54.599794] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:49:54.744462] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:54.894928] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:55.038885] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:49:55.186396] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:55.332187] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:55.483049] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:55.632033] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:49:55.794915] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:49:55.980071] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:56.137580] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:56.137809] [INFO ] [CONFIGURE ] RHP: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:49:56.137862] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 159 tests
[2025-10-14T23:49:56.137900] [INFO ] [CONFIGURE ] RHP: Testing feature 11/29: add_obv_daily
[2025-10-14T23:49:56.137934] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:49:56.261690] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:56.390583] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:56.515554] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:56.644942] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:49:56.773625] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:56.899401] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:57.025361] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:57.152215] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:57.285196] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:49:57.414611] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:57.414825] [INFO ] [CONFIGURE ] RHP: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:49:57.414889] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 158 tests
[2025-10-14T23:49:57.414930] [INFO ] [CONFIGURE ] RHP: Testing feature 12/29: add_obv_interval
[2025-10-14T23:49:57.414963] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:49:57.536065] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:57.655753] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:57.775591] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:57.902624] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:58.024779] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:58.146167] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:58.269839] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:58.393603] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:58.522635] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:49:58.649286] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:49:58.649434] [INFO ] [CONFIGURE ] RHP: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-14T23:49:58.649491] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 157 tests
[2025-10-14T23:49:58.649591] [INFO ] [CONFIGURE ] RHP: Testing feature 13/29: add_opening_strength
[2025-10-14T23:49:58.649632] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:49:58.777971] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:49:58.907444] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:49:59.038439] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:49:59.172989] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:49:59.312699] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:49:59.456710] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:49:59.607362] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:49:59.752074] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:49:59.884874] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:00.040311] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:00.040503] [INFO ] [CONFIGURE ] RHP: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-14T23:50:00.040593] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 156 tests
[2025-10-14T23:50:00.040677] [INFO ] [CONFIGURE ] RHP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:50:00.040754] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:50:00.185078] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:00.329224] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:00.468024] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:00.605209] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:00.740243] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:00.878244] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:01.023043] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:01.162969] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:01.306099] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:01.453741] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:01.453927] [INFO ] [CONFIGURE ] RHP: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:50:01.453973] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 155 tests
[2025-10-14T23:50:01.454009] [INFO ] [CONFIGURE ] RHP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:50:01.454042] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:50:01.594584] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:01.712986] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:01.836544] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:01.956662] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:02.076344] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:02.197906] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:02.316414] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:02.434636] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:02.553228] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:02.673376] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:02.673610] [INFO ] [CONFIGURE ] RHP: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:50:02.673693] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 154 tests
[2025-10-14T23:50:02.673744] [INFO ] [CONFIGURE ] RHP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:50:02.673779] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-14T23:50:02.798326] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:02.923348] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:03.048377] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:03.171057] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:03.295202] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:03.420358] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:03.558969] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:03.685328] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:03.817365] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:03.956610] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:03.956827] [INFO ] [CONFIGURE ] RHP: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-14T23:50:03.956888] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 153 tests
[2025-10-14T23:50:03.956941] [INFO ] [CONFIGURE ] RHP: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:50:03.957014] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-14T23:50:04.092331] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:04.230175] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:04.372875] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:04.515827] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:04.652191] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:04.784305] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:04.918842] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:05.065550] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:05.202233] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:05.345633] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:05.345850] [INFO ] [CONFIGURE ] RHP: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-14T23:50:05.345932] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 152 tests
[2025-10-14T23:50:05.346007] [INFO ] [CONFIGURE ] RHP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:50:05.346080] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-14T23:50:05.468115] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:05.593727] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:05.713071] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:05.834535] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:05.957296] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:06.079521] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:06.201633] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:06.324865] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:06.455197] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:06.584131] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:06.584311] [INFO ] [CONFIGURE ] RHP: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:50:06.584356] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 151 tests
[2025-10-14T23:50:06.584391] [INFO ] [CONFIGURE ] RHP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:50:06.584423] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-14T23:50:06.707372] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:06.830587] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:06.955029] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:07.079849] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:07.198212] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:07.315538] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:07.433755] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:07.554188] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:07.673945] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:07.794303] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:07.794463] [INFO ] [CONFIGURE ] RHP: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-14T23:50:07.794507] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 150 tests
[2025-10-14T23:50:07.794541] [INFO ] [CONFIGURE ] RHP: Testing feature 20/29: add_price_rejection
[2025-10-14T23:50:07.794573] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-14T23:50:07.921669] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:08.076044] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:08.200792] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:08.326063] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:08.452351] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:08.582377] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:08.710563] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:50:08.839586] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:08.971856] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:09.104870] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:09.105050] [INFO ] [CONFIGURE ] RHP: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-14T23:50:09.105104] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 149 tests
[2025-10-14T23:50:09.105141] [INFO ] [CONFIGURE ] RHP: Testing feature 21/29: add_range_position
[2025-10-14T23:50:09.105173] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-14T23:50:09.239843] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:09.375800] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:09.511184] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:09.647214] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:09.785088] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:09.922870] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:10.065313] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:50:10.205324] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:10.347357] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:10.488346] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:10.488529] [INFO ] [CONFIGURE ] RHP: DISCARDED add_range_position (score: 30.00%)
[2025-10-14T23:50:10.488575] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 148 tests
[2025-10-14T23:50:10.488610] [INFO ] [CONFIGURE ] RHP: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:50:10.488662] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-14T23:50:10.638950] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:10.789612] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:10.941722] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:11.120112] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:11.272140] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:11.423907] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:11.594556] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:11.761949] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:11.927831] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:12.083304] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:12.083457] [INFO ] [CONFIGURE ] RHP: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T23:50:12.083500] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 147 tests
[2025-10-14T23:50:12.083535] [INFO ] [CONFIGURE ] RHP: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:50:12.083566] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-14T23:50:12.206178] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:12.335269] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:12.462307] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:12.591973] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:12.723154] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:12.855405] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:12.989522] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:13.120915] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:13.252530] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:13.387157] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:13.387311] [INFO ] [CONFIGURE ] RHP: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-14T23:50:13.387356] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 146 tests
[2025-10-14T23:50:13.387389] [INFO ] [CONFIGURE ] RHP: Testing feature 24/29: add_rsi
[2025-10-14T23:50:13.387420] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T23:50:13.536943] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:13.687225] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:13.838423] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:13.990542] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:14.175322] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:14.322184] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:50:14.467954] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:14.614902] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:14.762357] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:14.912017] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:14.912175] [INFO ] [CONFIGURE ] RHP: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:50:14.912221] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 145 tests
[2025-10-14T23:50:14.912256] [INFO ] [CONFIGURE ] RHP: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:50:14.912287] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-14T23:50:15.036230] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:15.157541] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:15.279309] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:15.406020] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:15.529518] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:15.653699] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:15.777334] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:15.902320] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:16.028790] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:16.156986] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:16.157132] [INFO ] [CONFIGURE ] RHP: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:50:16.157177] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 144 tests
[2025-10-14T23:50:16.157211] [INFO ] [CONFIGURE ] RHP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:50:16.157243] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-14T23:50:16.279985] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:16.403586] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:16.528879] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:16.657063] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:16.784588] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:16.910207] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:17.037588] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:17.187408] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:17.310279] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:17.434374] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:17.434538] [INFO ] [CONFIGURE ] RHP: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-14T23:50:17.434583] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 143 tests
[2025-10-14T23:50:17.434637] [INFO ] [CONFIGURE ] RHP: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:50:17.434715] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-14T23:50:17.561717] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:17.689104] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:17.821951] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:50:17.950899] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:50:18.083372] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:18.219848] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:18.356205] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:18.500465] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:18.640852] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:18.778603] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:18.778782] [INFO ] [CONFIGURE ] RHP: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-14T23:50:18.778833] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 142 tests
[2025-10-14T23:50:18.778869] [INFO ] [CONFIGURE ] RHP: Testing feature 28/29: add_volume_profile
[2025-10-14T23:50:18.778900] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-14T23:50:18.903844] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:19.033447] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:19.160996] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:19.289860] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:19.427199] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:19.557794] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:19.692633] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:50:19.823037] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-14T23:50:19.952716] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:20.082103] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:20.082268] [INFO ] [CONFIGURE ] RHP: DISCARDED add_volume_profile (score: 20.00%)
[2025-10-14T23:50:20.082313] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 141 tests
[2025-10-14T23:50:20.082347] [INFO ] [CONFIGURE ] RHP: Testing feature 29/29: add_vwap
[2025-10-14T23:50:20.082379] [INFO ] [CONFIGURE ] RHP: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-14T23:50:20.213613] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:50:20.345797] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:20.478830] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:50:20.614410] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:50:20.744059] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:20.876571] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:50:21.009077] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:50:21.140500] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-14T23:50:21.271874] [DEBUG] [FORECASTER] RHP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:21.407407] [DEBUG] [FORECASTER] RHP: Forecast INCORRECT: Date=2025-10-10, Predicted=0.0, Actual=1
[2025-10-14T23:50:21.407636] [INFO ] [CONFIGURE ] RHP: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:50:21.407725] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 140 tests
[2025-10-14T23:50:21.407768] [INFO ] [CONFIGURE ] RHP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:50:21.407802] [INFO ] [CONFIGURE ] RHP: Best accuracy: 60.00%
[2025-10-14T23:50:21.407836] [INFO ] [CONFIGURE ] RHP: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-14T23:50:21.407868] [INFO ] [CONFIGURE ] RHP: Improvement over baseline: 30.00%
[2025-10-14T23:50:21.407898] [INFO ] [CONFIGURE ] RHP: Total time: 39.2 seconds
[2025-10-14T23:50:21.407927] [INFO ] [CONFIGURE ] RHP: Average time per feature: 1.4 seconds
[2025-10-14T23:50:21.407958] [INFO ] [CONFIGURE ] RHP: Average speed: 0.74 features/sec
[2025-10-14T23:50:21.408369] [INFO ] [LOCAL     ] Saved configuration for RHP: 1 features, 60.00% accuracy -> ./output/feature-sets/RHP.json
[2025-10-14T23:50:21.408425] [INFO ] [CONFIGURE ] RHP: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-14T23:50:21.408494] [INFO ] [sig       ] [92/96] Successfully configured RHP | 0.02 sym/s | Total: 1.1h | ETA: 2.9m
[2025-10-14T23:50:21.408564] [INFO ] [sig       ] [93/96] Configuring TWLO...
[2025-10-14T23:50:21.408604] [INFO ] [CONFIGURE ] TWLO: Configurate test run.
[2025-10-14T23:50:21.408635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWLO' from 'https://tdm.silogroup.org/data/derivative_storage/TWLO.csv'.
[2025-10-14T23:50:21.421120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWLO'.
[2025-10-14T23:50:21.421426] [INFO ] [CONFIGURE ] TWLO: Testing with 29 available features
[2025-10-14T23:50:21.421483] [INFO ] [CONFIGURE ] TWLO: Establishing baseline with no features...
[2025-10-14T23:50:21.526614] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:50:21.633033] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:21.737663] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:21.843010] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:21.950959] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:22.055475] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:22.160504] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:50:22.267616] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:22.374958] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:22.481630] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:22.481782] [INFO ] [CONFIGURE ] TWLO: Baseline score (no features): 40.00%
[2025-10-14T23:50:22.481828] [INFO ] [CONFIGURE ] TWLO: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:50:22.481862] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:50:22.601402] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:22.718203] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:22.836935] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:22.954665] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:23.071689] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:23.191532] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:23.339423] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:50:23.460144] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:23.583843] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:23.717852] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:23.718001] [INFO ] [CONFIGURE ] TWLO: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-14T23:50:23.718061] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 139 tests
[2025-10-14T23:50:23.718118] [INFO ] [CONFIGURE ] TWLO: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:50:23.718153] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:50:23.856775] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:50:23.988872] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:50:24.121620] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:24.255576] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:24.392032] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:24.526238] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:24.660883] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:50:24.796307] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:50:24.931314] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:25.071862] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:25.072005] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-14T23:50:25.072049] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 138 tests
[2025-10-14T23:50:25.072082] [INFO ] [CONFIGURE ] TWLO: Testing feature 3/29: add_daily_returns
[2025-10-14T23:50:25.072112] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:50:25.190174] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:25.310285] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:25.430065] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:25.551441] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:25.672300] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:25.794942] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:25.918860] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:26.043822] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:26.168211] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:26.295857] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:26.296007] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-14T23:50:26.296114] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 137 tests
[2025-10-14T23:50:26.296168] [INFO ] [CONFIGURE ] TWLO: Testing feature 4/29: add_ema
[2025-10-14T23:50:26.296202] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:50:26.429163] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:50:26.561922] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:26.695813] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:26.829673] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:26.965418] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:27.101519] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:27.236170] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:27.371846] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:27.513505] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:27.651064] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:27.651208] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:50:27.651252] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 136 tests
[2025-10-14T23:50:27.651287] [INFO ] [CONFIGURE ] TWLO: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:50:27.651319] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:50:27.793162] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:27.934840] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:28.076260] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:28.217947] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:28.359921] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:28.502878] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:28.650784] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:28.797447] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:28.941862] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:29.087353] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:29.087526] [INFO ] [CONFIGURE ] TWLO: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-14T23:50:29.087570] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 135 tests
[2025-10-14T23:50:29.087606] [INFO ] [CONFIGURE ] TWLO: Testing feature 6/29: add_failed_moves
[2025-10-14T23:50:29.087638] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-14T23:50:29.239957] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:29.416908] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:29.565117] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:29.715667] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:29.870274] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:30.023747] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:30.175722] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:30.335804] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:30.495713] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:30.648777] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:30.648966] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-14T23:50:30.649029] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 134 tests
[2025-10-14T23:50:30.649067] [INFO ] [CONFIGURE ] TWLO: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:50:30.649098] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-14T23:50:30.788725] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:30.931254] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:31.076612] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:31.220035] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:31.362716] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:31.508749] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:31.650318] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:31.795470] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:31.947317] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:32.102290] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:32.102498] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-14T23:50:32.102545] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 133 tests
[2025-10-14T23:50:32.102581] [INFO ] [CONFIGURE ] TWLO: Testing feature 8/29: add_macd
[2025-10-14T23:50:32.102617] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-14T23:50:32.277503] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:32.471242] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:32.645004] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:32.826737] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:33.004150] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:33.187960] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:33.370341] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:33.574523] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:33.772480] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:33.963693] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:33.963882] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_macd (score: 70.00%)
[2025-10-14T23:50:33.963931] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 132 tests
[2025-10-14T23:50:33.963966] [INFO ] [CONFIGURE ] TWLO: Testing feature 9/29: add_mfi
[2025-10-14T23:50:33.963999] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-14T23:50:34.142423] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:34.324267] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:34.490249] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:34.653747] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:34.825052] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:34.983856] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:35.150205] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:35.322394] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:35.507256] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:35.676922] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:35.677100] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:50:35.677144] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 131 tests
[2025-10-14T23:50:35.677179] [INFO ] [CONFIGURE ] TWLO: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:50:35.677212] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:50:35.860624] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:36.055758] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:36.241050] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:36.423828] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:36.613629] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:36.793393] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:36.973055] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:37.158090] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:37.337484] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:37.531365] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:37.531566] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:50:37.531689] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 130 tests
[2025-10-14T23:50:37.531743] [INFO ] [CONFIGURE ] TWLO: Testing feature 11/29: add_obv_daily
[2025-10-14T23:50:37.531780] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-14T23:50:37.686999] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:37.839433] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:37.996337] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:38.151944] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:38.306757] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:38.497813] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:38.654583] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:38.811196] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:38.975853] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:39.139903] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:39.140099] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:50:39.140163] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 129 tests
[2025-10-14T23:50:39.140203] [INFO ] [CONFIGURE ] TWLO: Testing feature 12/29: add_obv_interval
[2025-10-14T23:50:39.140239] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-14T23:50:39.292076] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:39.443306] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:39.607828] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:39.764345] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:39.922980] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:40.077356] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:40.230665] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:40.382420] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:40.532156] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:40.682661] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:40.682824] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:50:40.682870] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 128 tests
[2025-10-14T23:50:40.682907] [INFO ] [CONFIGURE ] TWLO: Testing feature 13/29: add_opening_strength
[2025-10-14T23:50:40.682939] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:50:40.840469] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:40.995014] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:41.149477] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:41.302323] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:41.455299] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:41.611082] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:41.781106] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:41.939716] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:42.102906] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:42.269411] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:42.269698] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-14T23:50:42.270415] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 127 tests
[2025-10-14T23:50:42.270479] [INFO ] [CONFIGURE ] TWLO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:50:42.270517] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-14T23:50:42.456419] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:42.642936] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:42.811412] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:42.982074] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:43.156401] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:43.326782] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:43.490733] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:43.655538] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:43.821579] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:43.987630] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:43.987827] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:50:43.987876] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 126 tests
[2025-10-14T23:50:43.987912] [INFO ] [CONFIGURE ] TWLO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:50:43.987943] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-14T23:50:44.128095] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:44.271607] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:44.417700] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:44.579459] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:44.723088] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:44.866581] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:45.010284] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:45.152994] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:45.295290] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:45.438871] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:45.439068] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:50:45.439142] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 125 tests
[2025-10-14T23:50:45.439200] [INFO ] [CONFIGURE ] TWLO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:50:45.439237] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-14T23:50:45.587541] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:45.740756] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:45.890394] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:46.042718] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:46.196906] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:46.353257] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:46.511226] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:46.673275] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:46.837294] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:47.004488] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:47.004686] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:50:47.004749] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 124 tests
[2025-10-14T23:50:47.004788] [INFO ] [CONFIGURE ] TWLO: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:50:47.004822] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-14T23:50:47.175502] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:47.340710] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:47.511711] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:47.688231] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:47.845949] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:47.998877] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:48.157584] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:48.314926] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:48.473992] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:48.633116] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:50:48.633322] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-14T23:50:48.633373] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 123 tests
[2025-10-14T23:50:48.633409] [INFO ] [CONFIGURE ] TWLO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:50:48.633440] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-14T23:50:48.775013] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:48.916278] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:49.066968] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:49.216812] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:49.368094] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:49.513042] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:49.659599] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:49.811023] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:49.964098] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:50.119602] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:50.119814] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-14T23:50:50.119867] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 122 tests
[2025-10-14T23:50:50.119905] [INFO ] [CONFIGURE ] TWLO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:50:50.119938] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-14T23:50:50.277336] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:50.447049] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:50.622021] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:50.767382] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:50.912477] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:51.058757] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:51.205772] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:51.352171] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:51.499077] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:51.648676] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:51.648936] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:50:51.648998] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 121 tests
[2025-10-14T23:50:51.649035] [INFO ] [CONFIGURE ] TWLO: Testing feature 20/29: add_price_rejection
[2025-10-14T23:50:51.649066] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-14T23:50:51.804355] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:51.960746] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:52.137790] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:52.295541] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:52.460676] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:52.659794] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:52.898720] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:50:53.096869] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:53.296381] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:53.469139] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:53.469317] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-14T23:50:53.469364] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 120 tests
[2025-10-14T23:50:53.469400] [INFO ] [CONFIGURE ] TWLO: Testing feature 21/29: add_range_position
[2025-10-14T23:50:53.469434] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-14T23:50:53.655487] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:53.809034] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:53.962668] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:54.116305] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:54.272907] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:54.428247] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:54.586315] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:50:54.750517] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:54.913345] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:50:55.077456] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:55.077606] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_range_position (score: 70.00%)
[2025-10-14T23:50:55.077673] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 119 tests
[2025-10-14T23:50:55.077729] [INFO ] [CONFIGURE ] TWLO: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:50:55.077764] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-14T23:50:55.252376] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:55.426999] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:55.603375] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:50:55.771723] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:55.940291] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:50:56.108933] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:56.282384] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:56.456395] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:56.649248] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:56.823984] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:56.824134] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-14T23:50:56.824178] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 118 tests
[2025-10-14T23:50:56.824213] [INFO ] [CONFIGURE ] TWLO: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:50:56.824245] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-14T23:50:56.970098] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:57.125195] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:57.278765] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:57.434569] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:50:57.603531] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:57.760154] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:50:57.918727] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:58.076244] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:50:58.247938] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:50:58.413455] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:50:58.413682] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-14T23:50:58.413749] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 117 tests
[2025-10-14T23:50:58.413788] [INFO ] [CONFIGURE ] TWLO: Testing feature 24/29: add_rsi
[2025-10-14T23:50:58.413823] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-14T23:50:58.591797] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:50:58.768150] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:50:58.949530] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:50:59.129201] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:50:59.302503] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:50:59.477416] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:50:59.654726] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:50:59.833468] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:00.021052] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:00.224308] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:00.224513] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_rsi (score: 60.00%)
[2025-10-14T23:51:00.224563] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 116 tests
[2025-10-14T23:51:00.224600] [INFO ] [CONFIGURE ] TWLO: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:51:00.224708] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-14T23:51:00.374773] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:51:00.523107] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:00.682432] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:51:00.844496] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:01.005014] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:01.166215] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:01.320464] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:51:01.484328] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:01.647953] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:01.813383] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:01.813559] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-14T23:51:01.813605] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 115 tests
[2025-10-14T23:51:01.813675] [INFO ] [CONFIGURE ] TWLO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:51:01.813735] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-14T23:51:01.972262] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:51:02.130974] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:02.293105] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:51:02.451421] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:02.612195] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:02.819360] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:02.996301] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:51:03.169007] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:03.323211] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:03.483638] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:03.483822] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:51:03.483867] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 114 tests
[2025-10-14T23:51:03.483901] [INFO ] [CONFIGURE ] TWLO: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:51:03.483932] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-14T23:51:03.640832] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:51:03.800852] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:03.960081] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:51:04.122289] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:04.285196] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:04.448983] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:04.615284] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-14T23:51:04.778392] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:04.941178] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:05.102228] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:05.102420] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:51:05.102465] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 113 tests
[2025-10-14T23:51:05.102501] [INFO ] [CONFIGURE ] TWLO: Testing feature 28/29: add_volume_profile
[2025-10-14T23:51:05.102532] [INFO ] [CONFIGURE ] TWLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-14T23:51:05.268390] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:51:05.426538] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:05.582967] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:51:05.742009] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:05.900911] [DEBUG] [FORECASTER] TWLO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:06.069252] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:06.233899] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-14T23:51:06.402412] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:06.565769] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:06.728983] [DEBUG] [FORECASTER] TWLO: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:06.729183] [INFO ] [CONFIGURE ] TWLO: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:51:06.729233] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 112 tests
[2025-10-14T23:51:06.729274] [INFO ] [CONFIGURE ] TWLO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:51:06.729311] [INFO ] [CONFIGURE ] TWLO: Best accuracy: 70.00%
[2025-10-14T23:51:06.729351] [INFO ] [CONFIGURE ] TWLO: Best feature set (3 features): ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:51:06.729440] [INFO ] [CONFIGURE ] TWLO: Improvement over baseline: 30.00%
[2025-10-14T23:51:06.729494] [INFO ] [CONFIGURE ] TWLO: Total time: 44.2 seconds
[2025-10-14T23:51:06.729531] [INFO ] [CONFIGURE ] TWLO: Average time per feature: 1.6 seconds
[2025-10-14T23:51:06.729565] [INFO ] [CONFIGURE ] TWLO: Average speed: 0.66 features/sec
[2025-10-14T23:51:06.730143] [INFO ] [LOCAL     ] Saved configuration for TWLO: 3 features, 70.00% accuracy -> ./output/feature-sets/TWLO.json
[2025-10-14T23:51:06.730202] [INFO ] [CONFIGURE ] TWLO: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-14T23:51:06.730278] [INFO ] [sig       ] [93/96] Successfully configured TWLO | 0.02 sym/s | Total: 1.1h | ETA: 2.2m
[2025-10-14T23:51:06.730348] [INFO ] [sig       ] [94/96] Configuring VSTS...
[2025-10-14T23:51:06.730430] [INFO ] [CONFIGURE ] VSTS: Configurate test run.
[2025-10-14T23:51:06.730470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSTS' from 'https://tdm.silogroup.org/data/derivative_storage/VSTS.csv'.
[2025-10-14T23:51:06.742469] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSTS'.
[2025-10-14T23:51:06.742928] [INFO ] [CONFIGURE ] VSTS: Testing with 29 available features
[2025-10-14T23:51:06.742983] [INFO ] [CONFIGURE ] VSTS: Establishing baseline with no features...
[2025-10-14T23:51:06.852731] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:06.959134] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:07.068290] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:07.177531] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:07.281063] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:07.389251] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:07.504436] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:07.613592] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:07.717944] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:07.824403] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:07.824556] [INFO ] [CONFIGURE ] VSTS: Baseline score (no features): 50.00%
[2025-10-14T23:51:07.824599] [INFO ] [CONFIGURE ] VSTS: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:51:07.824633] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:51:07.940026] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:08.064848] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:08.193695] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:08.311768] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:08.440290] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:08.565635] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:08.692835] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:08.860914] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:08.986868] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:09.112411] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:09.112592] [INFO ] [CONFIGURE ] VSTS: KEPT add_bollinger_bands (score: 90.00%)
[2025-10-14T23:51:09.112691] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 111 tests
[2025-10-14T23:51:09.112770] [INFO ] [CONFIGURE ] VSTS: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:51:09.112824] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-14T23:51:09.259603] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:09.401739] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:09.536736] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:09.675466] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:09.810542] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:09.944633] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:10.080952] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:10.219170] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:10.363090] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:10.506800] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:10.506995] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-14T23:51:10.507042] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 110 tests
[2025-10-14T23:51:10.507077] [INFO ] [CONFIGURE ] VSTS: Testing feature 3/29: add_daily_returns
[2025-10-14T23:51:10.507111] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-14T23:51:10.627469] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:10.747975] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:10.867337] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:10.984890] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:11.104303] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:11.225729] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:11.347153] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:11.474769] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:11.605406] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:11.734233] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:11.734410] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-14T23:51:11.734454] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 109 tests
[2025-10-14T23:51:11.734489] [INFO ] [CONFIGURE ] VSTS: Testing feature 4/29: add_ema
[2025-10-14T23:51:11.734520] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-14T23:51:11.894899] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:12.029863] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:12.168035] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:12.312520] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:12.462911] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:12.605023] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:12.757961] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:12.905333] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:13.062456] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:13.206741] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:13.207000] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_ema (score: 60.00%)
[2025-10-14T23:51:13.207049] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 108 tests
[2025-10-14T23:51:13.207086] [INFO ] [CONFIGURE ] VSTS: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:51:13.207118] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:51:13.347404] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:13.488701] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:13.629934] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:13.772536] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:13.913990] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:14.059379] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:14.204678] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:14.351351] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:14.499472] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:14.647147] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:14.647339] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:51:14.647386] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 107 tests
[2025-10-14T23:51:14.647422] [INFO ] [CONFIGURE ] VSTS: Testing feature 6/29: add_failed_moves
[2025-10-14T23:51:14.647454] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-14T23:51:14.774672] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:14.926447] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:15.049635] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:15.170884] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:15.300855] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:15.428987] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:15.552792] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:15.679142] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:15.804801] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:15.930834] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:15.930974] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-14T23:51:15.931018] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 106 tests
[2025-10-14T23:51:15.931054] [INFO ] [CONFIGURE ] VSTS: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:51:15.931085] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-14T23:51:16.045953] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:16.162608] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:16.283909] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:16.400035] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:16.516959] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:16.636295] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:16.752633] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:16.869944] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:16.994939] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:17.114873] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:17.115033] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-14T23:51:17.115095] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 105 tests
[2025-10-14T23:51:17.115136] [INFO ] [CONFIGURE ] VSTS: Testing feature 8/29: add_macd
[2025-10-14T23:51:17.115169] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-14T23:51:17.273752] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:17.430167] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:17.582190] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:17.735555] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:17.900402] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:18.059386] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:18.221217] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:18.379567] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:18.537569] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:18.704983] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:18.705183] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_macd (score: 40.00%)
[2025-10-14T23:51:18.705239] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 104 tests
[2025-10-14T23:51:18.705275] [INFO ] [CONFIGURE ] VSTS: Testing feature 9/29: add_mfi
[2025-10-14T23:51:18.705317] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-14T23:51:18.834535] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:18.966332] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:19.097952] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:19.229523] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:19.361681] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:19.497160] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:19.628466] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:19.757945] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:19.889987] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:20.026948] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:20.027129] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_mfi (score: 70.00%)
[2025-10-14T23:51:20.027172] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 103 tests
[2025-10-14T23:51:20.027208] [INFO ] [CONFIGURE ] VSTS: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:51:20.027240] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:51:20.173574] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:20.320637] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:20.473036] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:20.621969] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:20.768784] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:20.917119] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:21.062797] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:21.213088] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:21.359737] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:21.506625] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:21.506834] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-14T23:51:21.506882] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 102 tests
[2025-10-14T23:51:21.506918] [INFO ] [CONFIGURE ] VSTS: Testing feature 11/29: add_obv_daily
[2025-10-14T23:51:21.506949] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-14T23:51:21.625715] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:21.744236] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:21.870148] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:21.991434] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:22.114712] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:22.238448] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:22.362661] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:22.486871] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:22.616407] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:22.743450] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:22.743666] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-14T23:51:22.743731] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 101 tests
[2025-10-14T23:51:22.743774] [INFO ] [CONFIGURE ] VSTS: Testing feature 12/29: add_obv_interval
[2025-10-14T23:51:22.743805] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-14T23:51:22.866189] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:22.989346] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:23.113505] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:23.244555] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:23.369624] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:23.499870] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:23.632750] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:23.766310] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:23.903029] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:24.035584] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:24.035779] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-14T23:51:24.035831] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 100 tests
[2025-10-14T23:51:24.035867] [INFO ] [CONFIGURE ] VSTS: Testing feature 13/29: add_opening_strength
[2025-10-14T23:51:24.035899] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:51:24.171193] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:24.304178] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:24.435151] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:24.575054] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:24.714313] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:24.849382] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:24.990623] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:25.127332] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:25.269397] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:25.406698] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:25.406882] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-14T23:51:25.406947] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 99 tests
[2025-10-14T23:51:25.407007] [INFO ] [CONFIGURE ] VSTS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:51:25.407042] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-14T23:51:25.540379] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:25.673993] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:25.808089] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:25.946840] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:26.082963] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:26.216621] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:26.352035] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:26.488558] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:26.630886] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:26.771576] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:26.771824] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-14T23:51:26.771888] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 98 tests
[2025-10-14T23:51:26.771926] [INFO ] [CONFIGURE ] VSTS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:51:26.771959] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-14T23:51:26.903238] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:27.058215] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:27.182923] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:27.306111] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:27.425942] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:27.544313] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:27.662835] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:27.781671] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:27.906194] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:28.026980] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:28.027114] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-14T23:51:28.027157] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 97 tests
[2025-10-14T23:51:28.027193] [INFO ] [CONFIGURE ] VSTS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:51:28.027224] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-14T23:51:28.151557] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:28.276589] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:28.403169] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:28.532105] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:28.657314] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:28.784430] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:28.911064] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:29.038839] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:29.166942] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:29.295556] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:29.295719] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-14T23:51:29.295776] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 96 tests
[2025-10-14T23:51:29.295812] [INFO ] [CONFIGURE ] VSTS: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:51:29.295844] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-14T23:51:29.424216] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:29.554034] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:29.684150] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:29.814059] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:29.945923] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:30.093408] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:30.225117] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:30.355778] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:30.487824] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:30.623255] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:30.623391] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:51:30.623435] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 95 tests
[2025-10-14T23:51:30.623469] [INFO ] [CONFIGURE ] VSTS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:51:30.623501] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-14T23:51:30.739151] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:30.854786] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:30.970616] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:31.086904] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:31.203258] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:31.320552] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:31.438403] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:31.557587] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:31.676933] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:31.797454] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:31.797683] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-14T23:51:31.797747] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 94 tests
[2025-10-14T23:51:31.797784] [INFO ] [CONFIGURE ] VSTS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:51:31.797816] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-14T23:51:31.916142] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:32.034792] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:32.155099] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:32.274881] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:32.399373] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:32.522757] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:32.652101] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:32.782913] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:32.914114] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:33.048580] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:33.048734] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:51:33.048790] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 93 tests
[2025-10-14T23:51:33.048843] [INFO ] [CONFIGURE ] VSTS: Testing feature 20/29: add_price_rejection
[2025-10-14T23:51:33.048877] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-14T23:51:33.197553] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:33.339171] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:33.486186] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:33.632636] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:33.774275] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:33.912198] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:34.046922] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:34.185082] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:34.319858] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:34.450445] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:34.450601] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-14T23:51:34.450666] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 92 tests
[2025-10-14T23:51:34.450726] [INFO ] [CONFIGURE ] VSTS: Testing feature 21/29: add_range_position
[2025-10-14T23:51:34.450760] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-14T23:51:34.590781] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:34.727775] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:34.864695] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:35.001457] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:35.138876] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:35.279522] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:35.419662] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:35.560471] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:35.701884] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:35.844248] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:35.844408] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_range_position (score: 90.00%)
[2025-10-14T23:51:35.844453] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 91 tests
[2025-10-14T23:51:35.844488] [INFO ] [CONFIGURE ] VSTS: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:51:35.844519] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-14T23:51:35.997928] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:36.176188] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:36.342260] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:36.492791] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:36.643662] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:36.793630] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:36.944426] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:37.099373] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:37.253719] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:37.407706] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:37.407846] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-14T23:51:37.407890] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 90 tests
[2025-10-14T23:51:37.407926] [INFO ] [CONFIGURE ] VSTS: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:51:37.407957] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-14T23:51:37.529934] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:37.651837] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:37.774501] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:37.900149] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:38.029274] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:38.154556] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:38.280902] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:38.410471] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:38.537853] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:38.667058] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:38.667221] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:51:38.667332] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 89 tests
[2025-10-14T23:51:38.667376] [INFO ] [CONFIGURE ] VSTS: Testing feature 24/29: add_rsi
[2025-10-14T23:51:38.667411] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-14T23:51:38.813739] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:38.958933] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:39.103548] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:39.247244] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:39.394727] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:39.545440] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:39.698786] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:39.848355] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:40.000105] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:40.150848] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:40.151013] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:51:40.151058] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 88 tests
[2025-10-14T23:51:40.151093] [INFO ] [CONFIGURE ] VSTS: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:51:40.151125] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-14T23:51:40.274550] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:40.397457] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:40.521706] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:40.645703] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:40.769851] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:40.895606] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:41.021920] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:41.146946] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:41.272988] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:41.400581] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:41.400752] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-14T23:51:41.400804] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 87 tests
[2025-10-14T23:51:41.400840] [INFO ] [CONFIGURE ] VSTS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:51:41.400872] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-14T23:51:41.525093] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:41.649448] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:41.774383] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:41.899242] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:42.024455] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:42.168120] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:42.293669] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:42.422602] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:42.553317] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:42.680550] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:42.680837] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:51:42.680897] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 86 tests
[2025-10-14T23:51:42.680935] [INFO ] [CONFIGURE ] VSTS: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:51:42.680967] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-14T23:51:42.811005] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:42.942587] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:43.075343] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:43.208707] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:43.345621] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:51:43.479032] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-14T23:51:43.614623] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:43.750118] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:43.885717] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:44.023707] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:44.023884] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-14T23:51:44.023929] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 85 tests
[2025-10-14T23:51:44.023966] [INFO ] [CONFIGURE ] VSTS: Testing feature 28/29: add_volume_profile
[2025-10-14T23:51:44.023999] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-14T23:51:44.155162] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:44.280877] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-14T23:51:44.407152] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:44.534530] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:44.661589] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:44.788183] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:44.916171] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:45.045865] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:45.189236] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:45.321607] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:45.321834] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-14T23:51:45.321887] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 84 tests
[2025-10-14T23:51:45.321922] [INFO ] [CONFIGURE ] VSTS: Testing feature 29/29: add_vwap
[2025-10-14T23:51:45.321954] [INFO ] [CONFIGURE ] VSTS: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-14T23:51:45.513507] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:45.710890] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-14T23:51:45.907296] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:46.066472] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:46.216249] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:46.378160] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-14T23:51:46.541622] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:46.693733] [DEBUG] [FORECASTER] VSTS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:46.852602] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:47.010165] [DEBUG] [FORECASTER] VSTS: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:51:47.010330] [INFO ] [CONFIGURE ] VSTS: DISCARDED add_vwap (score: 40.00%)
[2025-10-14T23:51:47.010374] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 83 tests
[2025-10-14T23:51:47.010411] [INFO ] [CONFIGURE ] VSTS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:51:47.010460] [INFO ] [CONFIGURE ] VSTS: Best accuracy: 90.00%
[2025-10-14T23:51:47.010524] [INFO ] [CONFIGURE ] VSTS: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-14T23:51:47.010587] [INFO ] [CONFIGURE ] VSTS: Improvement over baseline: 40.00%
[2025-10-14T23:51:47.010625] [INFO ] [CONFIGURE ] VSTS: Total time: 39.2 seconds
[2025-10-14T23:51:47.010755] [INFO ] [CONFIGURE ] VSTS: Average time per feature: 1.4 seconds
[2025-10-14T23:51:47.010810] [INFO ] [CONFIGURE ] VSTS: Average speed: 0.74 features/sec
[2025-10-14T23:51:47.011559] [INFO ] [LOCAL     ] Saved configuration for VSTS: 1 features, 90.00% accuracy -> ./output/feature-sets/VSTS.json
[2025-10-14T23:51:47.011624] [INFO ] [CONFIGURE ] VSTS: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-14T23:51:47.011750] [INFO ] [sig       ] [94/96] Successfully configured VSTS | 0.02 sym/s | Total: 1.1h | ETA: 1.4m
[2025-10-14T23:51:47.011838] [INFO ] [sig       ] [95/96] Configuring WDS...
[2025-10-14T23:51:47.011896] [INFO ] [CONFIGURE ] WDS: Configurate test run.
[2025-10-14T23:51:47.011944] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDS' from 'https://tdm.silogroup.org/data/derivative_storage/WDS.csv'.
[2025-10-14T23:51:47.024402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDS'.
[2025-10-14T23:51:47.024752] [INFO ] [CONFIGURE ] WDS: Testing with 29 available features
[2025-10-14T23:51:47.024810] [INFO ] [CONFIGURE ] WDS: Establishing baseline with no features...
[2025-10-14T23:51:47.149203] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:47.268407] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:47.381317] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:47.500211] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:47.618253] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:47.740691] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:47.865791] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:47.993834] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:48.124330] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:48.272839] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:48.272997] [INFO ] [CONFIGURE ] WDS: Baseline score (no features): 40.00%
[2025-10-14T23:51:48.273043] [INFO ] [CONFIGURE ] WDS: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:51:48.273094] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:51:48.399466] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:48.533565] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:48.654455] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:48.780993] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:48.915786] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.043177] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.162375] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.281704] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.403355] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.522106] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.522262] [INFO ] [CONFIGURE ] WDS: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T23:51:49.522305] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 82 tests
[2025-10-14T23:51:49.522340] [INFO ] [CONFIGURE ] WDS: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:51:49.522393] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:51:49.643537] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:49.764171] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:49.884992] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:50.008314] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:50.132093] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.258576] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.382958] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.510272] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.643599] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.778279] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:50.778439] [INFO ] [CONFIGURE ] WDS: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:51:50.778483] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 81 tests
[2025-10-14T23:51:50.778518] [INFO ] [CONFIGURE ] WDS: Testing feature 3/29: add_daily_returns
[2025-10-14T23:51:50.778549] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_daily_returns']
[2025-10-14T23:51:50.892349] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:51:51.006614] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:51.121948] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:51.239405] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:51.349805] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:51.462530] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:51.581902] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:51.711431] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:51.824145] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:51:51.945333] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:51.945486] [INFO ] [CONFIGURE ] WDS: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-14T23:51:51.945530] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 80 tests
[2025-10-14T23:51:51.945566] [INFO ] [CONFIGURE ] WDS: Testing feature 4/29: add_ema
[2025-10-14T23:51:51.945597] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_ema']
[2025-10-14T23:51:52.075254] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:52.200461] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:52.326314] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:52.453059] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:52.576579] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:52.697215] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:52.820187] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:52.942855] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:53.063808] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:53.184503] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:53.184682] [INFO ] [CONFIGURE ] WDS: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:51:53.184744] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 79 tests
[2025-10-14T23:51:53.184782] [INFO ] [CONFIGURE ] WDS: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:51:53.184815] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:51:53.313415] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:53.438200] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:51:53.562485] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:53.688815] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:53.816387] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:53.943623] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:54.070852] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:51:54.199096] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:51:54.327813] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:54.456478] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:54.456636] [INFO ] [CONFIGURE ] WDS: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-14T23:51:54.456719] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 78 tests
[2025-10-14T23:51:54.456759] [INFO ] [CONFIGURE ] WDS: Testing feature 6/29: add_failed_moves
[2025-10-14T23:51:54.456792] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_failed_moves']
[2025-10-14T23:51:54.571062] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:54.677008] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:54.783505] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:54.892669] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:55.000819] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.108423] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.216381] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:55.324090] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.434825] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.551712] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.551864] [INFO ] [CONFIGURE ] WDS: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-14T23:51:55.551910] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 77 tests
[2025-10-14T23:51:55.551945] [INFO ] [CONFIGURE ] WDS: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:51:55.551977] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_lag_shelf']
[2025-10-14T23:51:55.657357] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:55.761417] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:55.872769] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:55.978411] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:56.082036] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:56.185603] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:56.291587] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:56.396725] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:56.504125] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:56.611919] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:56.612095] [INFO ] [CONFIGURE ] WDS: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-14T23:51:56.612157] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 76 tests
[2025-10-14T23:51:56.612198] [INFO ] [CONFIGURE ] WDS: Testing feature 8/29: add_macd
[2025-10-14T23:51:56.612231] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_vwap', 'add_macd']
[2025-10-14T23:51:56.752875] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:56.894918] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:51:57.038299] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:51:57.189340] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:51:57.338215] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:57.480404] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:57.627083] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:57.776611] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:57.927709] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:58.082476] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:58.082668] [INFO ] [CONFIGURE ] WDS: DISCARDED add_macd (score: 30.00%)
[2025-10-14T23:51:58.082731] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 75 tests
[2025-10-14T23:51:58.082770] [INFO ] [CONFIGURE ] WDS: Testing feature 9/29: add_mfi
[2025-10-14T23:51:58.082802] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_mfi']
[2025-10-14T23:51:58.206108] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:58.329958] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:58.449896] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:58.577163] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:58.696271] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:51:58.817663] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:51:58.938003] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:51:59.057415] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:51:59.176985] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:51:59.297477] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:51:59.297669] [INFO ] [CONFIGURE ] WDS: DISCARDED add_mfi (score: 40.00%)
[2025-10-14T23:51:59.297732] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 74 tests
[2025-10-14T23:51:59.297793] [INFO ] [CONFIGURE ] WDS: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:51:59.297870] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:51:59.429504] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-14T23:51:59.561103] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:51:59.693736] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:51:59.832255] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:51:59.966224] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.101008] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.236194] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:00.372313] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.511825] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.647977] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.648162] [INFO ] [CONFIGURE ] WDS: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-14T23:52:00.648214] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 73 tests
[2025-10-14T23:52:00.648250] [INFO ] [CONFIGURE ] WDS: Testing feature 11/29: add_obv_daily
[2025-10-14T23:52:00.648282] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_daily']
[2025-10-14T23:52:00.757697] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:00.866592] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:00.975926] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:01.088607] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:52:01.203164] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:01.314072] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:01.426016] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:01.539381] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:01.652056] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:01.767361] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:01.767547] [INFO ] [CONFIGURE ] WDS: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-14T23:52:01.767592] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 72 tests
[2025-10-14T23:52:01.767627] [INFO ] [CONFIGURE ] WDS: Testing feature 12/29: add_obv_interval
[2025-10-14T23:52:01.767695] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval']
[2025-10-14T23:52:01.880264] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:01.993182] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:02.110222] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:02.224176] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:02.335832] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:02.461576] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:02.584625] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:02.703735] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:02.821148] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:02.937848] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:02.938021] [INFO ] [CONFIGURE ] WDS: KEPT add_obv_interval (score: 70.00%)
[2025-10-14T23:52:02.938104] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 71 tests
[2025-10-14T23:52:02.938156] [INFO ] [CONFIGURE ] WDS: Testing feature 13/29: add_opening_strength
[2025-10-14T23:52:02.938190] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-14T23:52:03.075183] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:03.209776] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:03.334310] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:52:03.458349] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:03.581538] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:03.711889] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:03.851104] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:52:03.990271] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:04.121512] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:04.253929] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:04.254088] [INFO ] [CONFIGURE ] WDS: DISCARDED add_opening_strength (score: 10.00%)
[2025-10-14T23:52:04.254131] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 70 tests
[2025-10-14T23:52:04.254165] [INFO ] [CONFIGURE ] WDS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:52:04.254196] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_order_flow_imbalance']
[2025-10-14T23:52:04.382114] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:04.514185] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:04.643408] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:04.771757] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:52:04.902954] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:05.033317] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:05.170552] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:05.303474] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:05.433031] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:05.559394] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:05.559549] [INFO ] [CONFIGURE ] WDS: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-14T23:52:05.559612] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 69 tests
[2025-10-14T23:52:05.559676] [INFO ] [CONFIGURE ] WDS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:52:05.559729] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-14T23:52:05.664599] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:05.768956] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:05.879173] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:05.992056] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:06.106041] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:06.219444] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:06.332786] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:06.451030] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:06.564487] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:06.683850] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:06.684019] [INFO ] [CONFIGURE ] WDS: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-14T23:52:06.684064] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 68 tests
[2025-10-14T23:52:06.684099] [INFO ] [CONFIGURE ] WDS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:52:06.684130] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-14T23:52:06.802494] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:06.920926] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:07.038449] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:07.159604] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:52:07.279270] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:07.399677] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:07.521036] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:07.648214] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:07.784665] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:07.912539] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:07.912741] [INFO ] [CONFIGURE ] WDS: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-14T23:52:07.912797] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 67 tests
[2025-10-14T23:52:07.912835] [INFO ] [CONFIGURE ] WDS: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:52:07.912868] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_pbf_return_2d']
[2025-10-14T23:52:08.039312] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:08.169282] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:08.299573] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:08.424602] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:52:08.549283] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:08.675222] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:08.802542] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:08.931110] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:09.062298] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:09.191475] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:09.191669] [INFO ] [CONFIGURE ] WDS: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-14T23:52:09.191751] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 66 tests
[2025-10-14T23:52:09.191810] [INFO ] [CONFIGURE ] WDS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:52:09.191846] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-14T23:52:09.303807] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:09.415494] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:09.527070] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:09.641071] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:09.754558] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:09.869060] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:09.984383] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:10.099695] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:10.216683] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:10.336813] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:10.337015] [INFO ] [CONFIGURE ] WDS: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-14T23:52:10.337072] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 65 tests
[2025-10-14T23:52:10.337111] [INFO ] [CONFIGURE ] WDS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:52:10.337151] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-14T23:52:10.449926] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:10.561606] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:10.674913] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:10.787232] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:10.899289] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:11.013502] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:11.128753] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:11.244792] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:11.360525] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:11.476926] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:11.477067] [INFO ] [CONFIGURE ] WDS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-14T23:52:11.477110] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 64 tests
[2025-10-14T23:52:11.477145] [INFO ] [CONFIGURE ] WDS: Testing feature 20/29: add_price_rejection
[2025-10-14T23:52:11.477176] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_price_rejection']
[2025-10-14T23:52:11.601362] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:11.728297] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:11.854281] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:11.979084] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-14T23:52:12.105496] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:12.234522] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:12.361575] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:12.488427] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:12.616434] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:12.743689] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:12.743870] [INFO ] [CONFIGURE ] WDS: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-14T23:52:12.743936] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 63 tests
[2025-10-14T23:52:12.743985] [INFO ] [CONFIGURE ] WDS: Testing feature 21/29: add_range_position
[2025-10-14T23:52:12.744042] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_range_position']
[2025-10-14T23:52:12.882329] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:13.023855] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:52:13.158960] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:52:13.294339] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:13.425360] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:13.556292] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:13.692709] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:52:13.825166] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:13.957840] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:14.091454] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:14.091630] [INFO ] [CONFIGURE ] WDS: DISCARDED add_range_position (score: 40.00%)
[2025-10-14T23:52:14.091711] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 62 tests
[2025-10-14T23:52:14.091755] [INFO ] [CONFIGURE ] WDS: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:52:14.091790] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_realized_volatility']
[2025-10-14T23:52:14.235722] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:14.382543] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:14.528298] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:52:14.677743] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:14.830836] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:14.978294] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:15.127963] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:15.277915] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:15.428732] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:15.581202] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:15.581452] [INFO ] [CONFIGURE ] WDS: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-14T23:52:15.581511] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 61 tests
[2025-10-14T23:52:15.581549] [INFO ] [CONFIGURE ] WDS: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:52:15.581637] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_recent_range_context']
[2025-10-14T23:52:15.707743] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:15.827970] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:15.949470] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:16.070321] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:16.198401] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:16.325765] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:16.451858] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:16.575008] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:16.700451] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:16.826178] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:16.826386] [INFO ] [CONFIGURE ] WDS: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-14T23:52:16.826435] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 60 tests
[2025-10-14T23:52:16.826473] [INFO ] [CONFIGURE ] WDS: Testing feature 24/29: add_rsi
[2025-10-14T23:52:16.826506] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-14T23:52:16.965332] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:17.106913] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:17.250373] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:17.391521] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:17.533364] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:17.676308] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:17.819576] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:17.979121] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:18.130920] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:18.281703] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:18.281916] [INFO ] [CONFIGURE ] WDS: DISCARDED add_rsi (score: 50.00%)
[2025-10-14T23:52:18.281967] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 59 tests
[2025-10-14T23:52:18.282006] [INFO ] [CONFIGURE ] WDS: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:52:18.282040] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_tick_distribution']
[2025-10-14T23:52:18.401148] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:18.519880] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:18.641792] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:18.794519] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:18.914275] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:19.034204] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:19.156564] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:19.278000] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:19.402261] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:19.525550] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:19.525718] [INFO ] [CONFIGURE ] WDS: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-14T23:52:19.525774] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 58 tests
[2025-10-14T23:52:19.525812] [INFO ] [CONFIGURE ] WDS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:52:19.525844] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-14T23:52:19.646545] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:19.767432] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:19.895875] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-14T23:52:20.022597] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:20.148489] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:20.273596] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:20.395883] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:20.518249] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:20.640878] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:20.763893] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:20.764047] [INFO ] [CONFIGURE ] WDS: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:52:20.764091] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 57 tests
[2025-10-14T23:52:20.764126] [INFO ] [CONFIGURE ] WDS: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:52:20.764156] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_volume_price_divergence']
[2025-10-14T23:52:20.895795] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:21.030725] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:21.166704] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:21.300727] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:21.441902] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:21.580660] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:21.730772] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:21.875108] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:22.016358] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:22.158449] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:22.158630] [INFO ] [CONFIGURE ] WDS: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-14T23:52:22.158714] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 56 tests
[2025-10-14T23:52:22.158761] [INFO ] [CONFIGURE ] WDS: Testing feature 28/29: add_volume_profile
[2025-10-14T23:52:22.158797] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_volume_profile']
[2025-10-14T23:52:22.283231] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:22.414280] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:22.547840] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:22.684340] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:22.827744] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:22.974661] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:23.098895] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:23.224537] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:23.346872] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:23.470528] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:23.470707] [INFO ] [CONFIGURE ] WDS: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-14T23:52:23.470764] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 55 tests
[2025-10-14T23:52:23.470801] [INFO ] [CONFIGURE ] WDS: Testing feature 29/29: add_vwap
[2025-10-14T23:52:23.470832] [INFO ] [CONFIGURE ] WDS: Testing with features: ['add_obv_interval', 'add_vwap']
[2025-10-14T23:52:23.594359] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-14T23:52:23.718206] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:23.841296] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-14T23:52:23.969845] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-14T23:52:24.100315] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:24.231822] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:24.359954] [DEBUG] [FORECASTER] WDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:24.488368] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:24.614113] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:24.742957] [DEBUG] [FORECASTER] WDS: Forecast INCORRECT: Date=2025-10-10, Predicted=1.0, Actual=0
[2025-10-14T23:52:24.743127] [INFO ] [CONFIGURE ] WDS: DISCARDED add_vwap (score: 50.00%)
[2025-10-14T23:52:24.743171] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 54 tests
[2025-10-14T23:52:24.743207] [INFO ] [CONFIGURE ] WDS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:52:24.743238] [INFO ] [CONFIGURE ] WDS: Best accuracy: 70.00%
[2025-10-14T23:52:24.743269] [INFO ] [CONFIGURE ] WDS: Best feature set (1 features): ['add_obv_interval']
[2025-10-14T23:52:24.743298] [INFO ] [CONFIGURE ] WDS: Improvement over baseline: 30.00%
[2025-10-14T23:52:24.743325] [INFO ] [CONFIGURE ] WDS: Total time: 36.5 seconds
[2025-10-14T23:52:24.743353] [INFO ] [CONFIGURE ] WDS: Average time per feature: 1.3 seconds
[2025-10-14T23:52:24.743381] [INFO ] [CONFIGURE ] WDS: Average speed: 0.80 features/sec
[2025-10-14T23:52:24.743757] [INFO ] [LOCAL     ] Saved configuration for WDS: 1 features, 70.00% accuracy -> ./output/feature-sets/WDS.json
[2025-10-14T23:52:24.743805] [INFO ] [CONFIGURE ] WDS: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-14T23:52:24.743843] [INFO ] [sig       ] [95/96] Successfully configured WDS | 0.02 sym/s | Total: 1.1h | ETA: 43s
[2025-10-14T23:52:24.743876] [INFO ] [sig       ] [96/96] Configuring YSG...
[2025-10-14T23:52:24.743906] [INFO ] [CONFIGURE ] YSG: Configurate test run.
[2025-10-14T23:52:24.743936] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YSG' from 'https://tdm.silogroup.org/data/derivative_storage/YSG.csv'.
[2025-10-14T23:52:24.754993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YSG'.
[2025-10-14T23:52:24.755353] [INFO ] [CONFIGURE ] YSG: Testing with 29 available features
[2025-10-14T23:52:24.755408] [INFO ] [CONFIGURE ] YSG: Establishing baseline with no features...
[2025-10-14T23:52:24.866961] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:24.981439] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.096333] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.210400] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.326769] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.441166] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.552484] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:25.670242] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:25.797353] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:25.903139] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:25.903291] [INFO ] [CONFIGURE ] YSG: Baseline score (no features): 40.00%
[2025-10-14T23:52:25.903334] [INFO ] [CONFIGURE ] YSG: Testing feature 1/29: add_bollinger_bands
[2025-10-14T23:52:25.903367] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_bollinger_bands']
[2025-10-14T23:52:26.018623] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:26.133022] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.247491] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.368368] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.486611] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.603791] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.721498] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:26.846006] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:26.970146] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.087446] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:27.087591] [INFO ] [CONFIGURE ] YSG: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-14T23:52:27.087634] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 53 tests
[2025-10-14T23:52:27.087708] [INFO ] [CONFIGURE ] YSG: Testing feature 2/29: add_cumulative_delta
[2025-10-14T23:52:27.087747] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_cumulative_delta']
[2025-10-14T23:52:27.210040] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.332720] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.455844] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:27.579422] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.707394] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.860418] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:27.992785] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:52:28.115379] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:28.241397] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:28.368176] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:28.368362] [INFO ] [CONFIGURE ] YSG: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-14T23:52:28.368418] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 52 tests
[2025-10-14T23:52:28.368455] [INFO ] [CONFIGURE ] YSG: Testing feature 3/29: add_daily_returns
[2025-10-14T23:52:28.368486] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns']
[2025-10-14T23:52:28.474502] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:28.580901] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:28.689502] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:28.799829] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:28.911525] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:29.025538] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:29.138136] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:29.248251] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:29.361362] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:29.471397] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:29.471545] [INFO ] [CONFIGURE ] YSG: KEPT add_daily_returns (score: 50.00%)
[2025-10-14T23:52:29.471589] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 51 tests
[2025-10-14T23:52:29.471621] [INFO ] [CONFIGURE ] YSG: Testing feature 4/29: add_ema
[2025-10-14T23:52:29.471683] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-14T23:52:29.612804] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:29.739280] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:29.865829] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:29.993875] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:30.120974] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:30.249532] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:30.378810] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:30.517829] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:30.659088] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:30.802862] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:30.803070] [INFO ] [CONFIGURE ] YSG: DISCARDED add_ema (score: 40.00%)
[2025-10-14T23:52:30.803127] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 50 tests
[2025-10-14T23:52:30.803165] [INFO ] [CONFIGURE ] YSG: Testing feature 5/29: add_exhaustion_signals
[2025-10-14T23:52:30.803201] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-14T23:52:30.937298] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:31.074950] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-14T23:52:31.212745] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:31.352472] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:31.495126] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:31.641400] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:31.780843] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:52:31.927121] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.080250] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.234954] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:32.235149] [INFO ] [CONFIGURE ] YSG: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-14T23:52:32.235197] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 49 tests
[2025-10-14T23:52:32.235235] [INFO ] [CONFIGURE ] YSG: Testing feature 6/29: add_failed_moves
[2025-10-14T23:52:32.235269] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-14T23:52:32.374215] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:32.491059] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.608313] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.725201] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.845735] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:32.965448] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:33.086133] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:33.207952] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:33.327307] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:33.448949] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:33.449122] [INFO ] [CONFIGURE ] YSG: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-14T23:52:33.449175] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 48 tests
[2025-10-14T23:52:33.449211] [INFO ] [CONFIGURE ] YSG: Testing feature 7/29: add_lag_shelf
[2025-10-14T23:52:33.449242] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-14T23:52:33.556154] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:33.666437] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:33.775517] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:33.911053] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:34.020663] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:34.131920] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:34.245473] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:34.358392] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:34.472036] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:34.584137] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:34.584306] [INFO ] [CONFIGURE ] YSG: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-14T23:52:34.584350] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 47 tests
[2025-10-14T23:52:34.584386] [INFO ] [CONFIGURE ] YSG: Testing feature 8/29: add_macd
[2025-10-14T23:52:34.584419] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-14T23:52:34.735997] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:34.890822] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:35.042210] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:35.197666] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:35.349358] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:35.511265] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:35.669934] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:35.833975] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:35.996374] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:36.159863] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:36.160060] [INFO ] [CONFIGURE ] YSG: DISCARDED add_macd (score: 50.00%)
[2025-10-14T23:52:36.160109] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 46 tests
[2025-10-14T23:52:36.160146] [INFO ] [CONFIGURE ] YSG: Testing feature 9/29: add_mfi
[2025-10-14T23:52:36.160179] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-14T23:52:36.291525] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:36.420760] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:36.551408] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:36.681586] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:36.812165] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:36.970770] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:37.096270] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:37.226089] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:37.362277] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:37.497714] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:37.497889] [INFO ] [CONFIGURE ] YSG: DISCARDED add_mfi (score: 50.00%)
[2025-10-14T23:52:37.497936] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 45 tests
[2025-10-14T23:52:37.497972] [INFO ] [CONFIGURE ] YSG: Testing feature 10/29: add_momentum_acceleration
[2025-10-14T23:52:37.498005] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-14T23:52:37.638849] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:37.785414] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:37.941359] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:38.103418] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:38.278690] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:38.487266] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:38.696616] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:38.900084] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-14T23:52:39.094136] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:39.249104] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:39.249279] [INFO ] [CONFIGURE ] YSG: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-14T23:52:39.249322] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 44 tests
[2025-10-14T23:52:39.249410] [INFO ] [CONFIGURE ] YSG: Testing feature 11/29: add_obv_daily
[2025-10-14T23:52:39.249451] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-14T23:52:39.367450] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:39.482370] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:39.597712] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-14T23:52:39.717049] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:39.837408] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:39.982554] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:40.100497] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.219500] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.339128] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.458363] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.458514] [INFO ] [CONFIGURE ] YSG: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-14T23:52:40.458561] [INFO ] [CONFIGURE ] JOB ETA: 1.0m | Avg: 1.5s/test | Remaining: 43 tests
[2025-10-14T23:52:40.458595] [INFO ] [CONFIGURE ] YSG: Testing feature 12/29: add_obv_interval
[2025-10-14T23:52:40.458625] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-14T23:52:40.570195] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.682875] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:40.795345] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:40.909345] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:41.028280] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:41.145553] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:41.267822] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:41.389832] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:41.516564] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:41.643361] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:41.643543] [INFO ] [CONFIGURE ] YSG: KEPT add_obv_interval (score: 60.00%)
[2025-10-14T23:52:41.643591] [INFO ] [CONFIGURE ] JOB ETA: 1.0m | Avg: 1.5s/test | Remaining: 42 tests
[2025-10-14T23:52:41.643627] [INFO ] [CONFIGURE ] YSG: Testing feature 13/29: add_opening_strength
[2025-10-14T23:52:41.643697] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength']
[2025-10-14T23:52:41.774746] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:41.903085] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:42.031573] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:42.163005] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:42.296047] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:42.430557] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:42.576075] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:42.717067] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:42.858415] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:43.014722] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:43.014882] [INFO ] [CONFIGURE ] YSG: KEPT add_opening_strength (score: 80.00%)
[2025-10-14T23:52:43.014926] [INFO ] [CONFIGURE ] JOB ETA: 60s | Avg: 1.5s/test | Remaining: 41 tests
[2025-10-14T23:52:43.014961] [INFO ] [CONFIGURE ] YSG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-14T23:52:43.014992] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-14T23:52:43.156885] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:43.306340] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:43.458849] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:43.617871] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:43.770903] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:43.920724] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:44.074409] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-14T23:52:44.226510] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:44.379867] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:44.533509] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:44.533702] [INFO ] [CONFIGURE ] YSG: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-14T23:52:44.533763] [INFO ] [CONFIGURE ] JOB ETA: 58s | Avg: 1.5s/test | Remaining: 40 tests
[2025-10-14T23:52:44.533802] [INFO ] [CONFIGURE ] YSG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-14T23:52:44.533836] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-14T23:52:44.663463] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:44.794104] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:44.923549] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.054019] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:45.185248] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:45.318793] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.449248] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.585121] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.720809] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.851224] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:45.851380] [INFO ] [CONFIGURE ] YSG: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-14T23:52:45.851423] [INFO ] [CONFIGURE ] JOB ETA: 57s | Avg: 1.5s/test | Remaining: 39 tests
[2025-10-14T23:52:45.851457] [INFO ] [CONFIGURE ] YSG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-14T23:52:45.851490] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-14T23:52:45.985109] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:46.121084] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:46.260608] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:46.398355] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:46.534420] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:46.668443] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:46.807998] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:46.946908] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:47.084970] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:47.221730] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:47.221904] [INFO ] [CONFIGURE ] YSG: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-14T23:52:47.221949] [INFO ] [CONFIGURE ] JOB ETA: 55s | Avg: 1.5s/test | Remaining: 38 tests
[2025-10-14T23:52:47.221984] [INFO ] [CONFIGURE ] YSG: Testing feature 17/29: add_pbf_return_2d
[2025-10-14T23:52:47.222017] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-14T23:52:47.361487] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:47.503479] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:47.655360] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:47.802838] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:47.949505] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:48.099059] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:48.245049] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:48.388321] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:48.531911] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:48.673497] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:48.673692] [INFO ] [CONFIGURE ] YSG: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-14T23:52:48.673752] [INFO ] [CONFIGURE ] JOB ETA: 54s | Avg: 1.5s/test | Remaining: 37 tests
[2025-10-14T23:52:48.673790] [INFO ] [CONFIGURE ] YSG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-14T23:52:48.673823] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-14T23:52:48.801062] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:48.929686] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:49.085995] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:49.216202] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:49.349784] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:49.487266] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:49.620012] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:49.754261] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:49.887874] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.021514] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.021683] [INFO ] [CONFIGURE ] YSG: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-14T23:52:50.021744] [INFO ] [CONFIGURE ] JOB ETA: 52s | Avg: 1.5s/test | Remaining: 36 tests
[2025-10-14T23:52:50.021781] [INFO ] [CONFIGURE ] YSG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-14T23:52:50.021813] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-14T23:52:50.148634] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.275918] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:50.403824] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.531769] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.660169] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.789484] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:50.920020] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:51.050385] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:51.183396] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:51.318779] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:51.319000] [INFO ] [CONFIGURE ] YSG: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-14T23:52:51.319055] [INFO ] [CONFIGURE ] JOB ETA: 51s | Avg: 1.5s/test | Remaining: 35 tests
[2025-10-14T23:52:51.319092] [INFO ] [CONFIGURE ] YSG: Testing feature 20/29: add_price_rejection
[2025-10-14T23:52:51.319123] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_price_rejection']
[2025-10-14T23:52:51.459799] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:51.602917] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:51.746023] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:51.888391] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:52:52.029638] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:52.170858] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:52.312401] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:52.473384] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:52.632562] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:52.781447] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:52.781631] [INFO ] [CONFIGURE ] YSG: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-14T23:52:52.781716] [INFO ] [CONFIGURE ] JOB ETA: 50s | Avg: 1.5s/test | Remaining: 34 tests
[2025-10-14T23:52:52.781759] [INFO ] [CONFIGURE ] YSG: Testing feature 21/29: add_range_position
[2025-10-14T23:52:52.781793] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_range_position']
[2025-10-14T23:52:52.926257] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:53.071466] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:53.219718] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:53.366481] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:53.515241] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:52:53.664289] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:53.820431] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:53.976210] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:54.126129] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:54.279899] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:54.280109] [INFO ] [CONFIGURE ] YSG: DISCARDED add_range_position (score: 80.00%)
[2025-10-14T23:52:54.280167] [INFO ] [CONFIGURE ] JOB ETA: 48s | Avg: 1.5s/test | Remaining: 33 tests
[2025-10-14T23:52:54.280205] [INFO ] [CONFIGURE ] YSG: Testing feature 22/29: add_realized_volatility
[2025-10-14T23:52:54.280239] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_realized_volatility']
[2025-10-14T23:52:54.443800] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:54.602073] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:54.767799] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:54.941703] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:55.107954] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:55.274018] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:55.444814] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:55.614371] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:55.790695] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:52:55.971276] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:55.971459] [INFO ] [CONFIGURE ] YSG: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-14T23:52:55.971505] [INFO ] [CONFIGURE ] JOB ETA: 47s | Avg: 1.5s/test | Remaining: 32 tests
[2025-10-14T23:52:55.971543] [INFO ] [CONFIGURE ] YSG: Testing feature 23/29: add_recent_range_context
[2025-10-14T23:52:55.971577] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_recent_range_context']
[2025-10-14T23:52:56.120191] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:52:56.265606] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:56.412504] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:56.557884] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:56.703226] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:56.849792] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:52:56.990729] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:57.132832] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:57.275477] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:57.417825] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:57.418007] [INFO ] [CONFIGURE ] YSG: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-14T23:52:57.418063] [INFO ] [CONFIGURE ] JOB ETA: 45s | Avg: 1.5s/test | Remaining: 31 tests
[2025-10-14T23:52:57.418124] [INFO ] [CONFIGURE ] YSG: Testing feature 24/29: add_rsi
[2025-10-14T23:52:57.418159] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-14T23:52:57.569784] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:57.722422] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:57.877015] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.031172] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.186176] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:58.340215] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.495996] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.651286] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.806551] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.963524] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:52:58.963719] [INFO ] [CONFIGURE ] YSG: DISCARDED add_rsi (score: 70.00%)
[2025-10-14T23:52:58.963776] [INFO ] [CONFIGURE ] JOB ETA: 44s | Avg: 1.5s/test | Remaining: 30 tests
[2025-10-14T23:52:58.963813] [INFO ] [CONFIGURE ] YSG: Testing feature 25/29: add_tick_distribution
[2025-10-14T23:52:58.963845] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_tick_distribution']
[2025-10-14T23:52:59.094671] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:52:59.224798] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:52:59.360418] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:52:59.492693] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:52:59.625032] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:52:59.758349] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:52:59.893581] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.029064] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.163509] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.299033] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.299190] [INFO ] [CONFIGURE ] YSG: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-14T23:53:00.299235] [INFO ] [CONFIGURE ] JOB ETA: 42s | Avg: 1.5s/test | Remaining: 29 tests
[2025-10-14T23:53:00.299271] [INFO ] [CONFIGURE ] YSG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-14T23:53:00.299303] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-14T23:53:00.434796] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.577247] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:53:00.716953] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:53:00.862152] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:53:01.005287] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-14T23:53:01.150605] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:53:01.294988] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:53:01.437025] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:53:01.590710] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-14T23:53:01.734141] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:53:01.734279] [INFO ] [CONFIGURE ] YSG: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-14T23:53:01.734322] [INFO ] [CONFIGURE ] JOB ETA: 41s | Avg: 1.5s/test | Remaining: 28 tests
[2025-10-14T23:53:01.734357] [INFO ] [CONFIGURE ] YSG: Testing feature 27/29: add_volume_price_divergence
[2025-10-14T23:53:01.734388] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-14T23:53:01.883500] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-14T23:53:02.039998] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:53:02.190427] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:53:02.341281] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-14T23:53:02.492253] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:53:02.644865] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:53:02.796729] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:53:02.948543] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:53:03.099974] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:53:03.258037] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:53:03.258215] [INFO ] [CONFIGURE ] YSG: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-14T23:53:03.258263] [INFO ] [CONFIGURE ] JOB ETA: 39s | Avg: 1.5s/test | Remaining: 27 tests
[2025-10-14T23:53:03.258298] [INFO ] [CONFIGURE ] YSG: Testing feature 28/29: add_volume_profile
[2025-10-14T23:53:03.258330] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_volume_profile']
[2025-10-14T23:53:03.396909] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:53:03.531431] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:53:03.667136] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:53:03.802913] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:53:03.938428] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:53:04.074709] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-14T23:53:04.211216] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:53:04.349269] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:53:04.487235] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:53:04.628981] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:53:04.629155] [INFO ] [CONFIGURE ] YSG: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-14T23:53:04.629216] [INFO ] [CONFIGURE ] JOB ETA: 38s | Avg: 1.5s/test | Remaining: 26 tests
[2025-10-14T23:53:04.629254] [INFO ] [CONFIGURE ] YSG: Testing feature 29/29: add_vwap
[2025-10-14T23:53:04.629286] [INFO ] [CONFIGURE ] YSG: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength', 'add_vwap']
[2025-10-14T23:53:04.765225] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-14T23:53:04.901619] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-14T23:53:05.038935] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.181228] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.324759] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.469542] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.614542] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.753421] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-14T23:53:05.893001] [DEBUG] [FORECASTER] YSG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-14T23:53:06.032396] [DEBUG] [FORECASTER] YSG: Forecast CORRECT: Date=2025-10-10, Predicted=0.0, Actual=0
[2025-10-14T23:53:06.032560] [INFO ] [CONFIGURE ] YSG: DISCARDED add_vwap (score: 80.00%)
[2025-10-14T23:53:06.032668] [INFO ] [CONFIGURE ] JOB ETA: 36s | Avg: 1.5s/test | Remaining: 25 tests
[2025-10-14T23:53:06.032727] [INFO ] [CONFIGURE ] YSG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-14T23:53:06.032761] [INFO ] [CONFIGURE ] YSG: Best accuracy: 80.00%
[2025-10-14T23:53:06.032792] [INFO ] [CONFIGURE ] YSG: Best feature set (3 features): ['add_daily_returns', 'add_obv_interval', 'add_opening_strength']
[2025-10-14T23:53:06.032822] [INFO ] [CONFIGURE ] YSG: Improvement over baseline: 40.00%
[2025-10-14T23:53:06.032849] [INFO ] [CONFIGURE ] YSG: Total time: 40.1 seconds
[2025-10-14T23:53:06.032876] [INFO ] [CONFIGURE ] YSG: Average time per feature: 1.4 seconds
[2025-10-14T23:53:06.032903] [INFO ] [CONFIGURE ] YSG: Average speed: 0.72 features/sec
[2025-10-14T23:53:06.033469] [INFO ] [LOCAL     ] Saved configuration for YSG: 3 features, 80.00% accuracy -> ./output/feature-sets/YSG.json
[2025-10-14T23:53:06.033523] [INFO ] [CONFIGURE ] YSG: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-14T23:53:06.033590] [INFO ] [sig       ] [96/96] Successfully configured YSG | 0.02 sym/s | Total: 1.1h | ETA: 0s
[2025-10-14T23:53:06.033694] [INFO ] [sig       ] ==================================================
[2025-10-14T23:53:06.033761] [INFO ] [sig       ] Configuration complete: 96/96 symbols succeeded
[2025-10-14T23:53:06.770925] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR CONFIGURATION'
[2025-10-14T23:53:06.771157] [INFO ] [sig       ] Email notification sent
[2025-10-14T23:53:06.771798] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-10-14T23:53:06.772009] [INFO ] [STATE     ] Last completion updated: 2025-10-14T23:53:06.771879
[2025-10-14T23:53:08.655571] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-10-14T23:53:08.824569] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-10-14T23:53:08.988896] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-10-14T23:53:09.174024] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-10-14T23:53:09.174377] [WARN ] [STATE     ] State set to: WAITING
[2025-10-14T23:53:09.174461] [INFO ] [STATE     ] Checking TDM service status...
[2025-10-14T23:53:09.181357] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:09.185305] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:09.188999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:09.193029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:09.197025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:12.202586] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:12.206752] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:12.210785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:12.214888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:12.218571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:15.224191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:15.228413] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:15.232132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:15.236052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:15.240454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:18.245246] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:18.249517] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:18.253271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:18.256733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:18.261234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:21.266005] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:21.274254] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:21.278269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:21.281965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:21.285405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:24.481210] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:24.485161] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:24.493333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:24.497487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:24.501418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:27.507002] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:27.511090] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:27.514788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:27.518314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:27.522003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:30.527226] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:30.531138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:30.534875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:30.539207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:30.542828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:33.548978] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:33.552846] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:33.556330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:33.559996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:33.563667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:36.569034] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:36.574527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:36.579404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:36.583187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:36.586834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:39.593183] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:39.598239] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:39.602675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:39.607033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:39.611929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:42.617070] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:42.621073] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:42.624924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:42.628996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:42.632744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:45.639676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:45.643681] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:45.647205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:45.650908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:45.654224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:48.659588] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:48.663459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:48.667047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:48.670741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:48.674372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:51.681395] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:51.685709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:51.689845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:51.694088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:51.698448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:54.705324] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:54.709845] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:54.715528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:54.720522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:54.724919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:53:57.731824] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:53:57.735988] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:53:57.772557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:53:57.808141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:53:57.842957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-14T23:54:00.849319] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-14T23:54:00.853457] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-14), and is a dependency of this service.
[2025-10-14T23:54:00.858267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-14T23:54:00.863092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-14T23:54:00.867872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-14T23:54:00.868268] [WARN ] [STATE     ] State set to: RUNNING
[2025-10-14T23:54:00.868354] [INFO ] [sig       ] Generating forecasts for all active symbols
[2025-10-14T23:54:00.868442] [DEBUG] [REMOTE    ] Fetching current symbols from directory listing at 'https://tdm.silogroup.org/data/derivative_storage'.
[2025-10-14T23:54:00.907262] [DEBUG] [REMOTE    ] Fetched 1812 unique symbols from directory listing.
[2025-10-14T23:54:00.911290] [DEBUG] [LOCAL     ] No files to prune - all symbols are valid
[2025-10-14T23:54:00.911371] [INFO ] [sig       ] Found 1812 active symbols to forecast
[2025-10-14T23:54:00.911764] [INFO ] [sig       ] [1/1812] Forecasting A...
[2025-10-14T23:54:00.911821] [INFO ] [sig       ] Generating forecast for: A
[2025-10-14T23:54:00.911869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'A' from 'https://tdm.silogroup.org/data/derivative_storage/A.csv'.
[2025-10-14T23:54:00.924114] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'A'.
[2025-10-14T23:54:00.924629] [INFO ] [FORECASTER] Starting predict_future for A
[2025-10-14T23:54:00.957960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:00.958900] [DEBUG] [LOCAL     ] No optimal features file found for A: ./output/feature-sets/A.txt
[2025-10-14T23:54:00.958959] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:00.959015] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:00.959045] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:00.959104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:00.976284] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:00.977388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:00.977510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:00.977547] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:01.013517] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:01.013736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:01.013793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:01.013826] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:01.017556] [DEBUG] [FORECASTER] A: Forecast T+1@11:T+2@11: DOWN (p=32.81%)
[2025-10-14T23:54:01.017931] [INFO ] [FORECASTER] Completed predict_future for A
[2025-10-14T23:54:01.018123] [INFO ] [sig       ] A: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:01.165396] [INFO ] [LOCAL     ] Saved forecast: A	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/A.txt
[2025-10-14T23:54:01.165725] [INFO ] [sig       ] [1/1812] Completed A in 0.3s | 3.94 sym/s | Total: 0.3s | ETA: 7.7m
[2025-10-14T23:54:01.165788] [INFO ] [sig       ] [2/1812] Forecasting AA...
[2025-10-14T23:54:01.165825] [INFO ] [sig       ] Generating forecast for: AA
[2025-10-14T23:54:01.165858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AA' from 'https://tdm.silogroup.org/data/derivative_storage/AA.csv'.
[2025-10-14T23:54:01.176450] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AA'.
[2025-10-14T23:54:01.176815] [INFO ] [FORECASTER] Starting predict_future for AA
[2025-10-14T23:54:01.201660] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:01.202391] [DEBUG] [LOCAL     ] No optimal features file found for AA: ./output/feature-sets/AA.txt
[2025-10-14T23:54:01.202445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:01.202480] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:01.202508] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:01.202567] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:01.219851] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:01.220459] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:01.220557] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:01.220591] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:01.256424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:01.256515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:01.256553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:01.256582] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:01.259739] [DEBUG] [FORECASTER] AA: Forecast T+1@11:T+2@11: DOWN (p=7.01%)
[2025-10-14T23:54:01.260003] [INFO ] [FORECASTER] Completed predict_future for AA
[2025-10-14T23:54:01.260139] [INFO ] [sig       ] AA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:01.448952] [INFO ] [LOCAL     ] Saved forecast: AA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AA.txt
[2025-10-14T23:54:01.449140] [INFO ] [sig       ] [2/1812] Completed AA in 0.3s | 3.72 sym/s | Total: 0.5s | ETA: 8.1m
[2025-10-14T23:54:01.449183] [INFO ] [sig       ] [3/1812] Forecasting AAP...
[2025-10-14T23:54:01.449214] [INFO ] [sig       ] Generating forecast for: AAP
[2025-10-14T23:54:01.449246] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AAP' from 'https://tdm.silogroup.org/data/derivative_storage/AAP.csv'.
[2025-10-14T23:54:01.458297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AAP'.
[2025-10-14T23:54:01.458562] [INFO ] [FORECASTER] Starting predict_future for AAP
[2025-10-14T23:54:01.483112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:01.483878] [DEBUG] [LOCAL     ] No optimal features file found for AAP: ./output/feature-sets/AAP.txt
[2025-10-14T23:54:01.483935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:01.483970] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:01.483999] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:01.484056] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:01.501165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:01.501902] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:01.501984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:01.502019] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:01.536478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:01.536562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:01.536599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:01.536627] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:01.539779] [DEBUG] [FORECASTER] AAP: Forecast T+1@11:T+2@11: UP (p=97.97%)
[2025-10-14T23:54:01.540038] [INFO ] [FORECASTER] Completed predict_future for AAP
[2025-10-14T23:54:01.540570] [INFO ] [sig       ] AAP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:01.678707] [INFO ] [LOCAL     ] Saved forecast: AAP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AAP.txt
[2025-10-14T23:54:01.678923] [INFO ] [sig       ] [3/1812] Completed AAP in 0.2s | 3.91 sym/s | Total: 0.8s | ETA: 7.7m
[2025-10-14T23:54:01.678966] [INFO ] [sig       ] [4/1812] Forecasting AB...
[2025-10-14T23:54:01.678996] [INFO ] [sig       ] Generating forecast for: AB
[2025-10-14T23:54:01.679027] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AB' from 'https://tdm.silogroup.org/data/derivative_storage/AB.csv'.
[2025-10-14T23:54:01.688201] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AB'.
[2025-10-14T23:54:01.688470] [INFO ] [FORECASTER] Starting predict_future for AB
[2025-10-14T23:54:01.712958] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:01.713627] [DEBUG] [LOCAL     ] No optimal features file found for AB: ./output/feature-sets/AB.txt
[2025-10-14T23:54:01.713706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:01.713746] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:01.713776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:01.713836] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:01.731012] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:01.731548] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:01.731626] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:01.731700] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:01.766857] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:01.766953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:01.766990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:01.767019] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:01.770189] [DEBUG] [FORECASTER] AB: Forecast T+1@11:T+2@11: DOWN (p=23.46%)
[2025-10-14T23:54:01.770448] [INFO ] [FORECASTER] Completed predict_future for AB
[2025-10-14T23:54:01.770583] [INFO ] [sig       ] AB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:01.911905] [INFO ] [LOCAL     ] Saved forecast: AB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AB.txt
[2025-10-14T23:54:01.912132] [INFO ] [sig       ] [4/1812] Completed AB in 0.2s | 4.00 sym/s | Total: 1.0s | ETA: 7.5m
[2025-10-14T23:54:01.912192] [INFO ] [sig       ] [5/1812] Forecasting ABCB...
[2025-10-14T23:54:01.912226] [INFO ] [sig       ] Generating forecast for: ABCB
[2025-10-14T23:54:01.912258] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABCB' from 'https://tdm.silogroup.org/data/derivative_storage/ABCB.csv'.
[2025-10-14T23:54:01.921741] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABCB'.
[2025-10-14T23:54:01.922013] [INFO ] [FORECASTER] Starting predict_future for ABCB
[2025-10-14T23:54:01.946790] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:01.947543] [DEBUG] [LOCAL     ] No optimal features file found for ABCB: ./output/feature-sets/ABCB.txt
[2025-10-14T23:54:01.947596] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:01.947630] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:01.947697] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:01.947769] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:01.964634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:01.965397] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:01.965485] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:01.965521] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:02.000351] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:02.000545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:02.000586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:02.000616] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:02.004976] [DEBUG] [FORECASTER] ABCB: Forecast T+1@11:T+2@11: DOWN (p=7.31%)
[2025-10-14T23:54:02.005517] [INFO ] [FORECASTER] Completed predict_future for ABCB
[2025-10-14T23:54:02.005775] [INFO ] [sig       ] ABCB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:02.147464] [INFO ] [LOCAL     ] Saved forecast: ABCB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ABCB.txt
[2025-10-14T23:54:02.147690] [INFO ] [sig       ] [5/1812] Completed ABCB in 0.2s | 4.05 sym/s | Total: 1.2s | ETA: 7.4m
[2025-10-14T23:54:02.147750] [INFO ] [sig       ] [6/1812] Forecasting ABEV...
[2025-10-14T23:54:02.147784] [INFO ] [sig       ] Generating forecast for: ABEV
[2025-10-14T23:54:02.147815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABEV' from 'https://tdm.silogroup.org/data/derivative_storage/ABEV.csv'.
[2025-10-14T23:54:02.157193] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABEV'.
[2025-10-14T23:54:02.157533] [INFO ] [FORECASTER] Starting predict_future for ABEV
[2025-10-14T23:54:02.182820] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:02.183538] [DEBUG] [LOCAL     ] No optimal features file found for ABEV: ./output/feature-sets/ABEV.txt
[2025-10-14T23:54:02.183593] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:02.183627] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:02.183701] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:02.183775] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:02.201394] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:02.201970] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:02.202050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:02.202084] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:02.236374] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:02.236587] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:02.236631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:02.236708] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:02.240244] [DEBUG] [FORECASTER] ABEV: Forecast T+1@11:T+2@11: DOWN (p=37.03%)
[2025-10-14T23:54:02.240519] [INFO ] [FORECASTER] Completed predict_future for ABEV
[2025-10-14T23:54:02.240687] [INFO ] [sig       ] ABEV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:02.381991] [INFO ] [LOCAL     ] Saved forecast: ABEV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ABEV.txt
[2025-10-14T23:54:02.382212] [INFO ] [sig       ] [6/1812] Completed ABEV in 0.2s | 4.08 sym/s | Total: 1.5s | ETA: 7.4m
[2025-10-14T23:54:02.382255] [INFO ] [sig       ] [7/1812] Forecasting ABM...
[2025-10-14T23:54:02.382287] [INFO ] [sig       ] Generating forecast for: ABM
[2025-10-14T23:54:02.382372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABM' from 'https://tdm.silogroup.org/data/derivative_storage/ABM.csv'.
[2025-10-14T23:54:02.391496] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABM'.
[2025-10-14T23:54:02.391783] [INFO ] [FORECASTER] Starting predict_future for ABM
[2025-10-14T23:54:02.416806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:02.417517] [DEBUG] [LOCAL     ] No optimal features file found for ABM: ./output/feature-sets/ABM.txt
[2025-10-14T23:54:02.417573] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:02.417608] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:02.417637] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:02.417745] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:02.435223] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:02.435803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:02.435883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:02.435919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:02.471706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:02.471832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:02.471872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:02.471903] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:02.475165] [DEBUG] [FORECASTER] ABM: Forecast T+1@11:T+2@11: DOWN (p=29.94%)
[2025-10-14T23:54:02.475440] [INFO ] [FORECASTER] Completed predict_future for ABM
[2025-10-14T23:54:02.475581] [INFO ] [sig       ] ABM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:02.618924] [INFO ] [LOCAL     ] Saved forecast: ABM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ABM.txt
[2025-10-14T23:54:02.619126] [INFO ] [sig       ] [7/1812] Completed ABM in 0.2s | 4.10 sym/s | Total: 1.7s | ETA: 7.3m
[2025-10-14T23:54:02.619169] [INFO ] [sig       ] [8/1812] Forecasting ABR...
[2025-10-14T23:54:02.619201] [INFO ] [sig       ] Generating forecast for: ABR
[2025-10-14T23:54:02.619233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABR' from 'https://tdm.silogroup.org/data/derivative_storage/ABR.csv'.
[2025-10-14T23:54:02.629088] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABR'.
[2025-10-14T23:54:02.629396] [INFO ] [FORECASTER] Starting predict_future for ABR
[2025-10-14T23:54:02.654052] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:02.654824] [DEBUG] [LOCAL     ] No optimal features file found for ABR: ./output/feature-sets/ABR.txt
[2025-10-14T23:54:02.654879] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:02.654912] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:02.654986] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:02.655067] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:02.672055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:02.672826] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:02.672910] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:02.672943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:02.707367] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:02.707540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:02.707582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:02.707612] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:02.711083] [DEBUG] [FORECASTER] ABR: Forecast T+1@11:T+2@11: UP (p=57.85%)
[2025-10-14T23:54:02.711366] [INFO ] [FORECASTER] Completed predict_future for ABR
[2025-10-14T23:54:02.711506] [INFO ] [sig       ] ABR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:02.849333] [INFO ] [LOCAL     ] Saved forecast: ABR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ABR.txt
[2025-10-14T23:54:02.849530] [INFO ] [sig       ] [8/1812] Completed ABR in 0.2s | 4.13 sym/s | Total: 1.9s | ETA: 7.3m
[2025-10-14T23:54:02.849575] [INFO ] [sig       ] [9/1812] Forecasting ACA...
[2025-10-14T23:54:02.849607] [INFO ] [sig       ] Generating forecast for: ACA
[2025-10-14T23:54:02.849662] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACA' from 'https://tdm.silogroup.org/data/derivative_storage/ACA.csv'.
[2025-10-14T23:54:02.859270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACA'.
[2025-10-14T23:54:02.859563] [INFO ] [FORECASTER] Starting predict_future for ACA
[2025-10-14T23:54:02.884199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:02.884916] [DEBUG] [LOCAL     ] No optimal features file found for ACA: ./output/feature-sets/ACA.txt
[2025-10-14T23:54:02.884970] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:02.885004] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:02.885033] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:02.885090] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:02.901885] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:02.902414] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:02.902490] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:02.902525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:02.934136] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:02.934232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:02.934267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:02.934297] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:02.937303] [DEBUG] [FORECASTER] ACA: Forecast T+1@11:T+2@11: DOWN (p=39.14%)
[2025-10-14T23:54:02.937559] [INFO ] [FORECASTER] Completed predict_future for ACA
[2025-10-14T23:54:02.937713] [INFO ] [sig       ] ACA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:03.074890] [INFO ] [LOCAL     ] Saved forecast: ACA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ACA.txt
[2025-10-14T23:54:03.075090] [INFO ] [sig       ] [9/1812] Completed ACA in 0.2s | 4.16 sym/s | Total: 2.2s | ETA: 7.2m
[2025-10-14T23:54:03.075133] [INFO ] [sig       ] [10/1812] Forecasting ACI...
[2025-10-14T23:54:03.075164] [INFO ] [sig       ] Generating forecast for: ACI
[2025-10-14T23:54:03.075194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACI' from 'https://tdm.silogroup.org/data/derivative_storage/ACI.csv'.
[2025-10-14T23:54:03.084338] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACI'.
[2025-10-14T23:54:03.084669] [INFO ] [FORECASTER] Starting predict_future for ACI
[2025-10-14T23:54:03.108969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:03.109667] [DEBUG] [LOCAL     ] No optimal features file found for ACI: ./output/feature-sets/ACI.txt
[2025-10-14T23:54:03.109757] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:03.109799] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:03.109828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:03.109887] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:03.126809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:03.127361] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:03.127438] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:03.127471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:03.169456] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:03.169743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:03.169803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:03.169836] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:03.173513] [DEBUG] [FORECASTER] ACI: Forecast T+1@11:T+2@11: DOWN (p=25.21%)
[2025-10-14T23:54:03.173859] [INFO ] [FORECASTER] Completed predict_future for ACI
[2025-10-14T23:54:03.174029] [INFO ] [sig       ] ACI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:03.312101] [INFO ] [LOCAL     ] Saved forecast: ACI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ACI.txt
[2025-10-14T23:54:03.312308] [INFO ] [sig       ] [10/1812] Completed ACI in 0.2s | 4.17 sym/s | Total: 2.4s | ETA: 7.2m
[2025-10-14T23:54:03.312368] [INFO ] [sig       ] [11/1812] Forecasting ACM...
[2025-10-14T23:54:03.312403] [INFO ] [sig       ] Generating forecast for: ACM
[2025-10-14T23:54:03.312438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACM' from 'https://tdm.silogroup.org/data/derivative_storage/ACM.csv'.
[2025-10-14T23:54:03.322459] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACM'.
[2025-10-14T23:54:03.322740] [INFO ] [FORECASTER] Starting predict_future for ACM
[2025-10-14T23:54:03.347534] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:03.348262] [DEBUG] [LOCAL     ] No optimal features file found for ACM: ./output/feature-sets/ACM.txt
[2025-10-14T23:54:03.348317] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:03.348350] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:03.348379] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:03.348436] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:03.365245] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:03.365806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:03.365884] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:03.365917] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:03.404231] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:03.404307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:03.404342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:03.404371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:03.407369] [DEBUG] [FORECASTER] ACM: Forecast T+1@11:T+2@11: DOWN (p=1.99%)
[2025-10-14T23:54:03.407624] [INFO ] [FORECASTER] Completed predict_future for ACM
[2025-10-14T23:54:03.407789] [INFO ] [sig       ] ACM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:03.544693] [INFO ] [LOCAL     ] Saved forecast: ACM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ACM.txt
[2025-10-14T23:54:03.544897] [INFO ] [sig       ] [11/1812] Completed ACM in 0.2s | 4.18 sym/s | Total: 2.6s | ETA: 7.2m
[2025-10-14T23:54:03.544941] [INFO ] [sig       ] [12/1812] Forecasting ACP...
[2025-10-14T23:54:03.544972] [INFO ] [sig       ] Generating forecast for: ACP
[2025-10-14T23:54:03.545003] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACP' from 'https://tdm.silogroup.org/data/derivative_storage/ACP.csv'.
[2025-10-14T23:54:03.554433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACP'.
[2025-10-14T23:54:03.554723] [INFO ] [FORECASTER] Starting predict_future for ACP
[2025-10-14T23:54:03.579677] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:03.580345] [DEBUG] [LOCAL     ] No optimal features file found for ACP: ./output/feature-sets/ACP.txt
[2025-10-14T23:54:03.580398] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:03.580434] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:03.580463] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:03.580519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:03.597369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:03.597938] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:03.598017] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:03.598051] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:03.641452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:03.641538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:03.641575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:03.641603] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:03.644696] [DEBUG] [FORECASTER] ACP: Forecast T+1@11:T+2@11: UP (p=89.70%)
[2025-10-14T23:54:03.644956] [INFO ] [FORECASTER] Completed predict_future for ACP
[2025-10-14T23:54:03.645092] [INFO ] [sig       ] ACP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:03.786128] [INFO ] [LOCAL     ] Saved forecast: ACP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ACP.txt
[2025-10-14T23:54:03.786413] [INFO ] [sig       ] [12/1812] Completed ACP in 0.2s | 4.17 sym/s | Total: 2.9s | ETA: 7.2m
[2025-10-14T23:54:03.786486] [INFO ] [sig       ] [13/1812] Forecasting ACR...
[2025-10-14T23:54:03.786541] [INFO ] [sig       ] Generating forecast for: ACR
[2025-10-14T23:54:03.786577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACR' from 'https://tdm.silogroup.org/data/derivative_storage/ACR.csv'.
[2025-10-14T23:54:03.796617] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACR'.
[2025-10-14T23:54:03.796999] [INFO ] [FORECASTER] Starting predict_future for ACR
[2025-10-14T23:54:03.823129] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:03.823985] [DEBUG] [LOCAL     ] No optimal features file found for ACR: ./output/feature-sets/ACR.txt
[2025-10-14T23:54:03.824051] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:03.824086] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:03.824116] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:03.824175] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:03.842262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:03.843089] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:03.843218] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:03.843259] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:03.884468] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:03.884678] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:03.884760] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:03.884794] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:03.888281] [DEBUG] [FORECASTER] ACR: Forecast T+1@11:T+2@11: UP (p=91.29%)
[2025-10-14T23:54:03.888562] [INFO ] [FORECASTER] Completed predict_future for ACR
[2025-10-14T23:54:03.888739] [INFO ] [sig       ] ACR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:04.034254] [INFO ] [LOCAL     ] Saved forecast: ACR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ACR.txt
[2025-10-14T23:54:04.034456] [INFO ] [sig       ] [13/1812] Completed ACR in 0.2s | 4.16 sym/s | Total: 3.1s | ETA: 7.2m
[2025-10-14T23:54:04.034499] [INFO ] [sig       ] [14/1812] Forecasting ACV...
[2025-10-14T23:54:04.034530] [INFO ] [sig       ] Generating forecast for: ACV
[2025-10-14T23:54:04.034562] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACV' from 'https://tdm.silogroup.org/data/derivative_storage/ACV.csv'.
[2025-10-14T23:54:04.043908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACV'.
[2025-10-14T23:54:04.044163] [INFO ] [FORECASTER] Starting predict_future for ACV
[2025-10-14T23:54:04.068544] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:04.069251] [DEBUG] [LOCAL     ] No optimal features file found for ACV: ./output/feature-sets/ACV.txt
[2025-10-14T23:54:04.069305] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:04.069338] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:04.069366] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:04.069423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:04.086225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:04.086868] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:04.086948] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:04.086982] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:04.123695] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:04.123776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:04.123812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:04.123840] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:04.126871] [DEBUG] [FORECASTER] ACV: Forecast T+1@11:T+2@11: UP (p=96.07%)
[2025-10-14T23:54:04.127122] [INFO ] [FORECASTER] Completed predict_future for ACV
[2025-10-14T23:54:04.127261] [INFO ] [sig       ] ACV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:04.263241] [INFO ] [LOCAL     ] Saved forecast: ACV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ACV.txt
[2025-10-14T23:54:04.263450] [INFO ] [sig       ] [14/1812] Completed ACV in 0.2s | 4.18 sym/s | Total: 3.4s | ETA: 7.2m
[2025-10-14T23:54:04.263493] [INFO ] [sig       ] [15/1812] Forecasting ACVA...
[2025-10-14T23:54:04.263524] [INFO ] [sig       ] Generating forecast for: ACVA
[2025-10-14T23:54:04.263555] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACVA' from 'https://tdm.silogroup.org/data/derivative_storage/ACVA.csv'.
[2025-10-14T23:54:04.273666] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACVA'.
[2025-10-14T23:54:04.274006] [INFO ] [FORECASTER] Starting predict_future for ACVA
[2025-10-14T23:54:04.298580] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:04.299277] [DEBUG] [LOCAL     ] No optimal features file found for ACVA: ./output/feature-sets/ACVA.txt
[2025-10-14T23:54:04.299330] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:04.299363] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:04.299390] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:04.299462] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:04.316221] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:04.316784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:04.316862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:04.316895] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:04.355389] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:04.355507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:04.355543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:04.355572] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:04.358843] [DEBUG] [FORECASTER] ACVA: Forecast T+1@11:T+2@11: DOWN (p=28.76%)
[2025-10-14T23:54:04.359107] [INFO ] [FORECASTER] Completed predict_future for ACVA
[2025-10-14T23:54:04.359249] [INFO ] [sig       ] ACVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:04.499058] [INFO ] [LOCAL     ] Saved forecast: ACVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ACVA.txt
[2025-10-14T23:54:04.499256] [INFO ] [sig       ] [15/1812] Completed ACVA in 0.2s | 4.18 sym/s | Total: 3.6s | ETA: 7.2m
[2025-10-14T23:54:04.499298] [INFO ] [sig       ] [16/1812] Forecasting ADC...
[2025-10-14T23:54:04.499329] [INFO ] [sig       ] Generating forecast for: ADC
[2025-10-14T23:54:04.499361] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADC' from 'https://tdm.silogroup.org/data/derivative_storage/ADC.csv'.
[2025-10-14T23:54:04.508803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADC'.
[2025-10-14T23:54:04.509068] [INFO ] [FORECASTER] Starting predict_future for ADC
[2025-10-14T23:54:04.533876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:04.534592] [DEBUG] [LOCAL     ] No optimal features file found for ADC: ./output/feature-sets/ADC.txt
[2025-10-14T23:54:04.534668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:04.534721] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:04.534753] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:04.534809] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:04.552054] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:04.552613] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:04.552716] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:04.552759] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:04.590121] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:04.590199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:04.590234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:04.590261] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:04.596505] [DEBUG] [FORECASTER] ADC: Forecast T+1@11:T+2@11: UP (p=86.21%)
[2025-10-14T23:54:04.596804] [INFO ] [FORECASTER] Completed predict_future for ADC
[2025-10-14T23:54:04.596949] [INFO ] [sig       ] ADC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:04.733680] [INFO ] [LOCAL     ] Saved forecast: ADC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ADC.txt
[2025-10-14T23:54:04.733880] [INFO ] [sig       ] [16/1812] Completed ADC in 0.2s | 4.19 sym/s | Total: 3.8s | ETA: 7.2m
[2025-10-14T23:54:04.733923] [INFO ] [sig       ] [17/1812] Forecasting ADCT...
[2025-10-14T23:54:04.733953] [INFO ] [sig       ] Generating forecast for: ADCT
[2025-10-14T23:54:04.733984] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADCT' from 'https://tdm.silogroup.org/data/derivative_storage/ADCT.csv'.
[2025-10-14T23:54:04.743594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADCT'.
[2025-10-14T23:54:04.743884] [INFO ] [FORECASTER] Starting predict_future for ADCT
[2025-10-14T23:54:04.768571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:04.769258] [DEBUG] [LOCAL     ] No optimal features file found for ADCT: ./output/feature-sets/ADCT.txt
[2025-10-14T23:54:04.769311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:04.769344] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:04.769371] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:04.769428] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:04.786263] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:04.786859] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:04.786938] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:04.786971] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:04.826890] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:04.826971] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:04.827006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:04.827034] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:04.830147] [DEBUG] [FORECASTER] ADCT: Forecast T+1@11:T+2@11: UP (p=80.05%)
[2025-10-14T23:54:04.830399] [INFO ] [FORECASTER] Completed predict_future for ADCT
[2025-10-14T23:54:04.830538] [INFO ] [sig       ] ADCT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:04.970260] [INFO ] [LOCAL     ] Saved forecast: ADCT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ADCT.txt
[2025-10-14T23:54:04.970502] [INFO ] [sig       ] [17/1812] Completed ADCT in 0.2s | 4.19 sym/s | Total: 4.1s | ETA: 7.1m
[2025-10-14T23:54:04.970544] [INFO ] [sig       ] [18/1812] Forecasting ADM...
[2025-10-14T23:54:04.970577] [INFO ] [sig       ] Generating forecast for: ADM
[2025-10-14T23:54:04.970610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADM' from 'https://tdm.silogroup.org/data/derivative_storage/ADM.csv'.
[2025-10-14T23:54:04.981099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADM'.
[2025-10-14T23:54:04.981448] [INFO ] [FORECASTER] Starting predict_future for ADM
[2025-10-14T23:54:05.006023] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:05.006785] [DEBUG] [LOCAL     ] No optimal features file found for ADM: ./output/feature-sets/ADM.txt
[2025-10-14T23:54:05.006840] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:05.006873] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:05.006902] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:05.006959] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:05.024050] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:05.024612] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:05.024726] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:05.024769] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:05.061690] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:05.061805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:05.061843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:05.061872] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:05.065051] [DEBUG] [FORECASTER] ADM: Forecast T+1@11:T+2@11: UP (p=65.45%)
[2025-10-14T23:54:05.065315] [INFO ] [FORECASTER] Completed predict_future for ADM
[2025-10-14T23:54:05.065453] [INFO ] [sig       ] ADM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:05.205286] [INFO ] [LOCAL     ] Saved forecast: ADM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ADM.txt
[2025-10-14T23:54:05.205538] [INFO ] [sig       ] [18/1812] Completed ADM in 0.2s | 4.19 sym/s | Total: 4.3s | ETA: 7.1m
[2025-10-14T23:54:05.205582] [INFO ] [sig       ] [19/1812] Forecasting ADNT...
[2025-10-14T23:54:05.205613] [INFO ] [sig       ] Generating forecast for: ADNT
[2025-10-14T23:54:05.205666] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADNT' from 'https://tdm.silogroup.org/data/derivative_storage/ADNT.csv'.
[2025-10-14T23:54:05.215413] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADNT'.
[2025-10-14T23:54:05.215795] [INFO ] [FORECASTER] Starting predict_future for ADNT
[2025-10-14T23:54:05.241047] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:05.241767] [DEBUG] [LOCAL     ] No optimal features file found for ADNT: ./output/feature-sets/ADNT.txt
[2025-10-14T23:54:05.241823] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:05.241858] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:05.241886] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:05.241943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:05.259344] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:05.259914] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:05.259994] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:05.260027] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:05.305114] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:05.305229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:05.305278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:05.305342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:05.308759] [DEBUG] [FORECASTER] ADNT: Forecast T+1@11:T+2@11: UP (p=92.08%)
[2025-10-14T23:54:05.309069] [INFO ] [FORECASTER] Completed predict_future for ADNT
[2025-10-14T23:54:05.309215] [INFO ] [sig       ] ADNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:05.449374] [INFO ] [LOCAL     ] Saved forecast: ADNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ADNT.txt
[2025-10-14T23:54:05.449621] [INFO ] [sig       ] [19/1812] Completed ADNT in 0.2s | 4.19 sym/s | Total: 4.5s | ETA: 7.1m
[2025-10-14T23:54:05.449735] [INFO ] [sig       ] [20/1812] Forecasting ADT...
[2025-10-14T23:54:05.449775] [INFO ] [sig       ] Generating forecast for: ADT
[2025-10-14T23:54:05.449807] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADT' from 'https://tdm.silogroup.org/data/derivative_storage/ADT.csv'.
[2025-10-14T23:54:05.460871] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADT'.
[2025-10-14T23:54:05.461220] [INFO ] [FORECASTER] Starting predict_future for ADT
[2025-10-14T23:54:05.485698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:05.486410] [DEBUG] [LOCAL     ] No optimal features file found for ADT: ./output/feature-sets/ADT.txt
[2025-10-14T23:54:05.486463] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:05.486496] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:05.486523] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:05.486579] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:05.503482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:05.504057] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:05.504135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:05.504170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:05.543072] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:05.543200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:05.543237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:05.543285] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:05.546520] [DEBUG] [FORECASTER] ADT: Forecast T+1@11:T+2@11: DOWN (p=38.90%)
[2025-10-14T23:54:05.546828] [INFO ] [FORECASTER] Completed predict_future for ADT
[2025-10-14T23:54:05.547079] [INFO ] [sig       ] ADT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:05.703914] [INFO ] [LOCAL     ] Saved forecast: ADT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ADT.txt
[2025-10-14T23:54:05.704185] [INFO ] [sig       ] [20/1812] Completed ADT in 0.3s | 4.17 sym/s | Total: 4.8s | ETA: 7.2m
[2025-10-14T23:54:05.704230] [INFO ] [sig       ] [21/1812] Forecasting ADX...
[2025-10-14T23:54:05.704260] [INFO ] [sig       ] Generating forecast for: ADX
[2025-10-14T23:54:05.704292] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADX' from 'https://tdm.silogroup.org/data/derivative_storage/ADX.csv'.
[2025-10-14T23:54:05.714817] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADX'.
[2025-10-14T23:54:05.715115] [INFO ] [FORECASTER] Starting predict_future for ADX
[2025-10-14T23:54:05.743894] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:05.744667] [DEBUG] [LOCAL     ] No optimal features file found for ADX: ./output/feature-sets/ADX.txt
[2025-10-14T23:54:05.744728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:05.744764] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:05.744792] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:05.744849] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:05.764267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:05.764868] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:05.764961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:05.765020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:05.808624] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:05.808769] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:05.808812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:05.808842] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:05.812390] [DEBUG] [FORECASTER] ADX: Forecast T+1@11:T+2@11: UP (p=74.50%)
[2025-10-14T23:54:05.812701] [INFO ] [FORECASTER] Completed predict_future for ADX
[2025-10-14T23:54:05.812864] [INFO ] [sig       ] ADX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:05.961336] [INFO ] [LOCAL     ] Saved forecast: ADX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ADX.txt
[2025-10-14T23:54:05.961556] [INFO ] [sig       ] [21/1812] Completed ADX in 0.3s | 4.16 sym/s | Total: 5.0s | ETA: 7.2m
[2025-10-14T23:54:05.961599] [INFO ] [sig       ] [22/1812] Forecasting AEE...
[2025-10-14T23:54:05.961630] [INFO ] [sig       ] Generating forecast for: AEE
[2025-10-14T23:54:05.961700] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEE' from 'https://tdm.silogroup.org/data/derivative_storage/AEE.csv'.
[2025-10-14T23:54:05.971442] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEE'.
[2025-10-14T23:54:05.971736] [INFO ] [FORECASTER] Starting predict_future for AEE
[2025-10-14T23:54:05.996534] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:05.997217] [DEBUG] [LOCAL     ] No optimal features file found for AEE: ./output/feature-sets/AEE.txt
[2025-10-14T23:54:05.997270] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:05.997303] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:05.997330] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:05.997386] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:06.015909] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:06.016488] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:06.016573] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:06.016608] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:06.054497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:06.054579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:06.054613] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:06.054665] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:06.057686] [DEBUG] [FORECASTER] AEE: Forecast T+1@11:T+2@11: UP (p=70.82%)
[2025-10-14T23:54:06.057946] [INFO ] [FORECASTER] Completed predict_future for AEE
[2025-10-14T23:54:06.058121] [INFO ] [sig       ] AEE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:06.201196] [INFO ] [LOCAL     ] Saved forecast: AEE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AEE.txt
[2025-10-14T23:54:06.201418] [INFO ] [sig       ] [22/1812] Completed AEE in 0.2s | 4.16 sym/s | Total: 5.3s | ETA: 7.2m
[2025-10-14T23:54:06.201478] [INFO ] [sig       ] [23/1812] Forecasting AEFC...
[2025-10-14T23:54:06.201512] [INFO ] [sig       ] Generating forecast for: AEFC
[2025-10-14T23:54:06.201545] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEFC' from 'https://tdm.silogroup.org/data/derivative_storage/AEFC.csv'.
[2025-10-14T23:54:06.211910] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEFC'.
[2025-10-14T23:54:06.212236] [INFO ] [FORECASTER] Starting predict_future for AEFC
[2025-10-14T23:54:06.237623] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:06.238440] [DEBUG] [LOCAL     ] No optimal features file found for AEFC: ./output/feature-sets/AEFC.txt
[2025-10-14T23:54:06.238498] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:06.238533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:06.238562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:06.238621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:06.255956] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:06.256501] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:06.256580] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:06.256613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:06.289458] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:06.289565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:06.289602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:06.289632] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:06.292726] [DEBUG] [FORECASTER] AEFC: Forecast T+1@11:T+2@11: DOWN (p=12.59%)
[2025-10-14T23:54:06.292991] [INFO ] [FORECASTER] Completed predict_future for AEFC
[2025-10-14T23:54:06.293121] [INFO ] [sig       ] AEFC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:06.431688] [INFO ] [LOCAL     ] Saved forecast: AEFC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AEFC.txt
[2025-10-14T23:54:06.431905] [INFO ] [sig       ] [23/1812] Completed AEFC in 0.2s | 4.17 sym/s | Total: 5.5s | ETA: 7.2m
[2025-10-14T23:54:06.431949] [INFO ] [sig       ] [24/1812] Forecasting AEM...
[2025-10-14T23:54:06.431980] [INFO ] [sig       ] Generating forecast for: AEM
[2025-10-14T23:54:06.432012] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEM' from 'https://tdm.silogroup.org/data/derivative_storage/AEM.csv'.
[2025-10-14T23:54:06.441889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEM'.
[2025-10-14T23:54:06.442196] [INFO ] [FORECASTER] Starting predict_future for AEM
[2025-10-14T23:54:06.466609] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:06.467301] [DEBUG] [LOCAL     ] No optimal features file found for AEM: ./output/feature-sets/AEM.txt
[2025-10-14T23:54:06.467355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:06.467388] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:06.467415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:06.467471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:06.484870] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:06.485401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:06.485481] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:06.485514] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:06.520333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:06.520417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:06.520452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:06.520481] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:06.523492] [DEBUG] [FORECASTER] AEM: Forecast T+1@11:T+2@11: UP (p=81.36%)
[2025-10-14T23:54:06.523789] [INFO ] [FORECASTER] Completed predict_future for AEM
[2025-10-14T23:54:06.523922] [INFO ] [sig       ] AEM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:06.662340] [INFO ] [LOCAL     ] Saved forecast: AEM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AEM.txt
[2025-10-14T23:54:06.662530] [INFO ] [sig       ] [24/1812] Completed AEM in 0.2s | 4.17 sym/s | Total: 5.8s | ETA: 7.1m
[2025-10-14T23:54:06.662572] [INFO ] [sig       ] [25/1812] Forecasting AEO...
[2025-10-14T23:54:06.662603] [INFO ] [sig       ] Generating forecast for: AEO
[2025-10-14T23:54:06.662634] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEO' from 'https://tdm.silogroup.org/data/derivative_storage/AEO.csv'.
[2025-10-14T23:54:06.671760] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEO'.
[2025-10-14T23:54:06.672090] [INFO ] [FORECASTER] Starting predict_future for AEO
[2025-10-14T23:54:06.696675] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:06.697345] [DEBUG] [LOCAL     ] No optimal features file found for AEO: ./output/feature-sets/AEO.txt
[2025-10-14T23:54:06.697398] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:06.697431] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:06.697458] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:06.697514] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:06.714371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:06.714932] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:06.715013] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:06.715046] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:06.752105] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:06.752202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:06.752239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:06.752268] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:06.755375] [DEBUG] [FORECASTER] AEO: Forecast T+1@11:T+2@11: DOWN (p=30.99%)
[2025-10-14T23:54:06.755665] [INFO ] [FORECASTER] Completed predict_future for AEO
[2025-10-14T23:54:06.755810] [INFO ] [sig       ] AEO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:06.895226] [INFO ] [LOCAL     ] Saved forecast: AEO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AEO.txt
[2025-10-14T23:54:06.895442] [INFO ] [sig       ] [25/1812] Completed AEO in 0.2s | 4.18 sym/s | Total: 6.0s | ETA: 7.1m
[2025-10-14T23:54:06.895492] [INFO ] [sig       ] [26/1812] Forecasting AER...
[2025-10-14T23:54:06.895524] [INFO ] [sig       ] Generating forecast for: AER
[2025-10-14T23:54:06.895554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AER' from 'https://tdm.silogroup.org/data/derivative_storage/AER.csv'.
[2025-10-14T23:54:06.904737] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AER'.
[2025-10-14T23:54:06.905002] [INFO ] [FORECASTER] Starting predict_future for AER
[2025-10-14T23:54:06.930053] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:06.930790] [DEBUG] [LOCAL     ] No optimal features file found for AER: ./output/feature-sets/AER.txt
[2025-10-14T23:54:06.930845] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:06.930877] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:06.930904] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:06.931013] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:06.948028] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:06.948710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:06.948793] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:06.948829] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:06.985735] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:06.985889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:06.985928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:06.985957] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:06.989283] [DEBUG] [FORECASTER] AER: Forecast T+1@11:T+2@11: UP (p=84.90%)
[2025-10-14T23:54:06.989599] [INFO ] [FORECASTER] Completed predict_future for AER
[2025-10-14T23:54:06.989780] [INFO ] [sig       ] AER: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:07.133000] [INFO ] [LOCAL     ] Saved forecast: AER	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AER.txt
[2025-10-14T23:54:07.133239] [INFO ] [sig       ] [26/1812] Completed AER in 0.2s | 4.18 sym/s | Total: 6.2s | ETA: 7.1m
[2025-10-14T23:54:07.133299] [INFO ] [sig       ] [27/1812] Forecasting AES...
[2025-10-14T23:54:07.133342] [INFO ] [sig       ] Generating forecast for: AES
[2025-10-14T23:54:07.133399] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AES' from 'https://tdm.silogroup.org/data/derivative_storage/AES.csv'.
[2025-10-14T23:54:07.143232] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AES'.
[2025-10-14T23:54:07.143519] [INFO ] [FORECASTER] Starting predict_future for AES
[2025-10-14T23:54:07.168722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:07.169457] [DEBUG] [LOCAL     ] No optimal features file found for AES: ./output/feature-sets/AES.txt
[2025-10-14T23:54:07.169513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:07.169546] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:07.169573] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:07.169630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:07.186830] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:07.187356] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:07.187434] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:07.187468] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:07.223983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:07.224086] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:07.224122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:07.224172] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:07.227230] [DEBUG] [FORECASTER] AES: Forecast T+1@11:T+2@11: DOWN (p=11.23%)
[2025-10-14T23:54:07.227490] [INFO ] [FORECASTER] Completed predict_future for AES
[2025-10-14T23:54:07.227615] [INFO ] [sig       ] AES: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:07.395221] [INFO ] [LOCAL     ] Saved forecast: AES	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AES.txt
[2025-10-14T23:54:07.395446] [INFO ] [sig       ] [27/1812] Completed AES in 0.3s | 4.16 sym/s | Total: 6.5s | ETA: 7.1m
[2025-10-14T23:54:07.395489] [INFO ] [sig       ] [28/1812] Forecasting AESI...
[2025-10-14T23:54:07.395520] [INFO ] [sig       ] Generating forecast for: AESI
[2025-10-14T23:54:07.395551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AESI' from 'https://tdm.silogroup.org/data/derivative_storage/AESI.csv'.
[2025-10-14T23:54:07.405834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AESI'.
[2025-10-14T23:54:07.406265] [INFO ] [FORECASTER] Starting predict_future for AESI
[2025-10-14T23:54:07.432769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:07.433561] [DEBUG] [LOCAL     ] No optimal features file found for AESI: ./output/feature-sets/AESI.txt
[2025-10-14T23:54:07.433617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:07.433687] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:07.433734] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:07.433793] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:07.452468] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:07.453287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:07.453375] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:07.453411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:07.487780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:07.487958] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:07.488000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:07.488032] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:07.491629] [DEBUG] [FORECASTER] AESI: Forecast T+1@11:T+2@11: DOWN (p=45.64%)
[2025-10-14T23:54:07.491938] [INFO ] [FORECASTER] Completed predict_future for AESI
[2025-10-14T23:54:07.492085] [INFO ] [sig       ] AESI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:07.650710] [INFO ] [LOCAL     ] Saved forecast: AESI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AESI.txt
[2025-10-14T23:54:07.650960] [INFO ] [sig       ] [28/1812] Completed AESI in 0.3s | 4.15 sym/s | Total: 6.7s | ETA: 7.2m
[2025-10-14T23:54:07.651005] [INFO ] [sig       ] [29/1812] Forecasting AFB...
[2025-10-14T23:54:07.651036] [INFO ] [sig       ] Generating forecast for: AFB
[2025-10-14T23:54:07.651068] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFB' from 'https://tdm.silogroup.org/data/derivative_storage/AFB.csv'.
[2025-10-14T23:54:07.661860] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFB'.
[2025-10-14T23:54:07.662308] [INFO ] [FORECASTER] Starting predict_future for AFB
[2025-10-14T23:54:07.689853] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:07.690747] [DEBUG] [LOCAL     ] No optimal features file found for AFB: ./output/feature-sets/AFB.txt
[2025-10-14T23:54:07.690803] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:07.690838] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:07.690866] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:07.690924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:07.708280] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:07.709046] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:07.709126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:07.709160] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:07.748412] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:07.748502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:07.748587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:07.748621] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:07.753927] [DEBUG] [FORECASTER] AFB: Forecast T+1@11:T+2@11: DOWN (p=30.83%)
[2025-10-14T23:54:07.754174] [INFO ] [FORECASTER] Completed predict_future for AFB
[2025-10-14T23:54:07.754307] [INFO ] [sig       ] AFB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:07.890761] [INFO ] [LOCAL     ] Saved forecast: AFB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AFB.txt
[2025-10-14T23:54:07.890988] [INFO ] [sig       ] [29/1812] Completed AFB in 0.2s | 4.16 sym/s | Total: 7.0s | ETA: 7.2m
[2025-10-14T23:54:07.891031] [INFO ] [sig       ] [30/1812] Forecasting AFG...
[2025-10-14T23:54:07.891062] [INFO ] [sig       ] Generating forecast for: AFG
[2025-10-14T23:54:07.891094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFG' from 'https://tdm.silogroup.org/data/derivative_storage/AFG.csv'.
[2025-10-14T23:54:07.900546] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFG'.
[2025-10-14T23:54:07.900907] [INFO ] [FORECASTER] Starting predict_future for AFG
[2025-10-14T23:54:07.925449] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:07.926138] [DEBUG] [LOCAL     ] No optimal features file found for AFG: ./output/feature-sets/AFG.txt
[2025-10-14T23:54:07.926191] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:07.926225] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:07.926253] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:07.926309] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:07.943335] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:07.943902] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:07.943981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:07.944015] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:07.979742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:07.979843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:07.979880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:07.979909] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:07.982989] [DEBUG] [FORECASTER] AFG: Forecast T+1@11:T+2@11: UP (p=59.82%)
[2025-10-14T23:54:07.983239] [INFO ] [FORECASTER] Completed predict_future for AFG
[2025-10-14T23:54:07.983370] [INFO ] [sig       ] AFG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:08.119089] [INFO ] [LOCAL     ] Saved forecast: AFG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AFG.txt
[2025-10-14T23:54:08.119297] [INFO ] [sig       ] [30/1812] Completed AFG in 0.2s | 4.16 sym/s | Total: 7.2s | ETA: 7.1m
[2025-10-14T23:54:08.119338] [INFO ] [sig       ] [31/1812] Forecasting AFGB...
[2025-10-14T23:54:08.119368] [INFO ] [sig       ] Generating forecast for: AFGB
[2025-10-14T23:54:08.119400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGB' from 'https://tdm.silogroup.org/data/derivative_storage/AFGB.csv'.
[2025-10-14T23:54:08.128181] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AFGB'.
[2025-10-14T23:54:08.128453] [INFO ] [FORECASTER] Starting predict_future for AFGB
[2025-10-14T23:54:08.154224] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:08.155021] [DEBUG] [LOCAL     ] No optimal features file found for AFGB: ./output/feature-sets/AFGB.txt
[2025-10-14T23:54:08.155077] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:08.155111] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:08.155139] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:08.155198] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:08.172632] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:08.173219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:08.173301] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:08.173335] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:08.207155] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:08.207233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:08.207268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:08.207297] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:08.210317] [DEBUG] [FORECASTER] AFGB: Forecast T+1@11:T+2@11: UP (p=88.10%)
[2025-10-14T23:54:08.210565] [INFO ] [FORECASTER] Completed predict_future for AFGB
[2025-10-14T23:54:08.210728] [INFO ] [sig       ] AFGB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:08.348024] [INFO ] [LOCAL     ] Saved forecast: AFGB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AFGB.txt
[2025-10-14T23:54:08.348293] [INFO ] [sig       ] [31/1812] Completed AFGB in 0.2s | 4.17 sym/s | Total: 7.4s | ETA: 7.1m
[2025-10-14T23:54:08.348343] [INFO ] [sig       ] [32/1812] Forecasting AFGC...
[2025-10-14T23:54:08.348374] [INFO ] [sig       ] Generating forecast for: AFGC
[2025-10-14T23:54:08.348406] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGC' from 'https://tdm.silogroup.org/data/derivative_storage/AFGC.csv'.
[2025-10-14T23:54:08.357375] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'AFGC'.
[2025-10-14T23:54:08.357627] [INFO ] [FORECASTER] Starting predict_future for AFGC
[2025-10-14T23:54:08.382808] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:08.383495] [DEBUG] [LOCAL     ] No optimal features file found for AFGC: ./output/feature-sets/AFGC.txt
[2025-10-14T23:54:08.383549] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:08.383583] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:08.383613] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:08.383694] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:08.400822] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:08.401339] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:08.401418] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:08.401451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:08.436862] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:08.436949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:08.436985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:08.437014] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:08.440094] [DEBUG] [FORECASTER] AFGC: Forecast T+1@11:T+2@11: DOWN (p=15.82%)
[2025-10-14T23:54:08.440347] [INFO ] [FORECASTER] Completed predict_future for AFGC
[2025-10-14T23:54:08.440475] [INFO ] [sig       ] AFGC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:08.583149] [INFO ] [LOCAL     ] Saved forecast: AFGC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AFGC.txt
[2025-10-14T23:54:08.583386] [INFO ] [sig       ] [32/1812] Completed AFGC in 0.2s | 4.17 sym/s | Total: 7.7s | ETA: 7.1m
[2025-10-14T23:54:08.583443] [INFO ] [sig       ] [33/1812] Forecasting AFGD...
[2025-10-14T23:54:08.583476] [INFO ] [sig       ] Generating forecast for: AFGD
[2025-10-14T23:54:08.583507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGD' from 'https://tdm.silogroup.org/data/derivative_storage/AFGD.csv'.
[2025-10-14T23:54:08.592104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFGD'.
[2025-10-14T23:54:08.592350] [INFO ] [FORECASTER] Starting predict_future for AFGD
[2025-10-14T23:54:08.616828] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:08.617518] [DEBUG] [LOCAL     ] No optimal features file found for AFGD: ./output/feature-sets/AFGD.txt
[2025-10-14T23:54:08.617573] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:08.617606] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:08.617634] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:08.617734] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:08.634910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:08.635425] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:08.635503] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:08.635538] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:08.671587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:08.671695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:08.671746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:08.671784] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:08.674826] [DEBUG] [FORECASTER] AFGD: Forecast T+1@11:T+2@11: UP (p=85.74%)
[2025-10-14T23:54:08.675080] [INFO ] [FORECASTER] Completed predict_future for AFGD
[2025-10-14T23:54:08.675219] [INFO ] [sig       ] AFGD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:08.815608] [INFO ] [LOCAL     ] Saved forecast: AFGD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AFGD.txt
[2025-10-14T23:54:08.815830] [INFO ] [sig       ] [33/1812] Completed AFGD in 0.2s | 4.18 sym/s | Total: 7.9s | ETA: 7.1m
[2025-10-14T23:54:08.815880] [INFO ] [sig       ] [34/1812] Forecasting AFGE...
[2025-10-14T23:54:08.815911] [INFO ] [sig       ] Generating forecast for: AFGE
[2025-10-14T23:54:08.815943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGE' from 'https://tdm.silogroup.org/data/derivative_storage/AFGE.csv'.
[2025-10-14T23:54:08.825538] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFGE'.
[2025-10-14T23:54:08.825819] [INFO ] [FORECASTER] Starting predict_future for AFGE
[2025-10-14T23:54:08.850450] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:08.851161] [DEBUG] [LOCAL     ] No optimal features file found for AFGE: ./output/feature-sets/AFGE.txt
[2025-10-14T23:54:08.851216] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:08.851249] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:08.851277] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:08.851334] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:08.868337] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:08.868907] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:08.868987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:08.869021] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:08.905530] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:08.905612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:08.905673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:08.905744] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:08.908767] [DEBUG] [FORECASTER] AFGE: Forecast T+1@11:T+2@11: UP (p=99.24%)
[2025-10-14T23:54:08.909014] [INFO ] [FORECASTER] Completed predict_future for AFGE
[2025-10-14T23:54:08.909150] [INFO ] [sig       ] AFGE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:09.048670] [INFO ] [LOCAL     ] Saved forecast: AFGE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AFGE.txt
[2025-10-14T23:54:09.048880] [INFO ] [sig       ] [34/1812] Completed AFGE in 0.2s | 4.18 sym/s | Total: 8.1s | ETA: 7.1m
[2025-10-14T23:54:09.048923] [INFO ] [sig       ] [35/1812] Forecasting AFL...
[2025-10-14T23:54:09.048955] [INFO ] [sig       ] Generating forecast for: AFL
[2025-10-14T23:54:09.048986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFL' from 'https://tdm.silogroup.org/data/derivative_storage/AFL.csv'.
[2025-10-14T23:54:09.058494] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFL'.
[2025-10-14T23:54:09.058797] [INFO ] [FORECASTER] Starting predict_future for AFL
[2025-10-14T23:54:09.083425] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:09.084128] [DEBUG] [LOCAL     ] No optimal features file found for AFL: ./output/feature-sets/AFL.txt
[2025-10-14T23:54:09.084192] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:09.084259] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:09.084307] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:09.084367] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:09.101343] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:09.101964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:09.102044] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:09.102078] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:09.141151] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:09.141328] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:09.141411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:09.141468] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:09.145079] [DEBUG] [FORECASTER] AFL: Forecast T+1@11:T+2@11: UP (p=87.80%)
[2025-10-14T23:54:09.145341] [INFO ] [FORECASTER] Completed predict_future for AFL
[2025-10-14T23:54:09.145477] [INFO ] [sig       ] AFL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:09.283459] [INFO ] [LOCAL     ] Saved forecast: AFL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AFL.txt
[2025-10-14T23:54:09.283680] [INFO ] [sig       ] [35/1812] Completed AFL in 0.2s | 4.18 sym/s | Total: 8.4s | ETA: 7.1m
[2025-10-14T23:54:09.283737] [INFO ] [sig       ] [36/1812] Forecasting AG...
[2025-10-14T23:54:09.283773] [INFO ] [sig       ] Generating forecast for: AG
[2025-10-14T23:54:09.283804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AG' from 'https://tdm.silogroup.org/data/derivative_storage/AG.csv'.
[2025-10-14T23:54:09.294384] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AG'.
[2025-10-14T23:54:09.294870] [INFO ] [FORECASTER] Starting predict_future for AG
[2025-10-14T23:54:09.321454] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:09.322410] [DEBUG] [LOCAL     ] No optimal features file found for AG: ./output/feature-sets/AG.txt
[2025-10-14T23:54:09.322465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:09.322499] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:09.322528] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:09.322585] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:09.339967] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:09.340976] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:09.341065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:09.341099] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:09.378695] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:09.378840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:09.378880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:09.378909] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:09.382319] [DEBUG] [FORECASTER] AG: Forecast T+1@11:T+2@11: UP (p=94.36%)
[2025-10-14T23:54:09.382585] [INFO ] [FORECASTER] Completed predict_future for AG
[2025-10-14T23:54:09.382747] [INFO ] [sig       ] AG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:09.520274] [INFO ] [LOCAL     ] Saved forecast: AG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AG.txt
[2025-10-14T23:54:09.520507] [INFO ] [sig       ] [36/1812] Completed AG in 0.2s | 4.18 sym/s | Total: 8.6s | ETA: 7.1m
[2025-10-14T23:54:09.520551] [INFO ] [sig       ] [37/1812] Forecasting AGCO...
[2025-10-14T23:54:09.520582] [INFO ] [sig       ] Generating forecast for: AGCO
[2025-10-14T23:54:09.520614] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGCO' from 'https://tdm.silogroup.org/data/derivative_storage/AGCO.csv'.
[2025-10-14T23:54:09.530438] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGCO'.
[2025-10-14T23:54:09.530788] [INFO ] [FORECASTER] Starting predict_future for AGCO
[2025-10-14T23:54:09.555158] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:09.555877] [DEBUG] [LOCAL     ] No optimal features file found for AGCO: ./output/feature-sets/AGCO.txt
[2025-10-14T23:54:09.555931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:09.555965] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:09.555992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:09.556050] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:09.572823] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:09.573398] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:09.573477] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:09.573510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:09.607751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:09.607942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:09.607986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:09.608017] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:09.612807] [DEBUG] [FORECASTER] AGCO: Forecast T+1@11:T+2@11: DOWN (p=12.98%)
[2025-10-14T23:54:09.613159] [INFO ] [FORECASTER] Completed predict_future for AGCO
[2025-10-14T23:54:09.613307] [INFO ] [sig       ] AGCO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:09.751338] [INFO ] [LOCAL     ] Saved forecast: AGCO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AGCO.txt
[2025-10-14T23:54:09.751584] [INFO ] [sig       ] [37/1812] Completed AGCO in 0.2s | 4.19 sym/s | Total: 8.8s | ETA: 7.1m
[2025-10-14T23:54:09.751629] [INFO ] [sig       ] [38/1812] Forecasting AGD...
[2025-10-14T23:54:09.751699] [INFO ] [sig       ] Generating forecast for: AGD
[2025-10-14T23:54:09.751744] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGD' from 'https://tdm.silogroup.org/data/derivative_storage/AGD.csv'.
[2025-10-14T23:54:09.761353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGD'.
[2025-10-14T23:54:09.761616] [INFO ] [FORECASTER] Starting predict_future for AGD
[2025-10-14T23:54:09.786711] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:09.787480] [DEBUG] [LOCAL     ] No optimal features file found for AGD: ./output/feature-sets/AGD.txt
[2025-10-14T23:54:09.787535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:09.787570] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:09.787599] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:09.787681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:09.804571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:09.805128] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:09.805205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:09.805238] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:09.840316] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:09.840408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:09.840445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:09.840474] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:09.843734] [DEBUG] [FORECASTER] AGD: Forecast T+1@11:T+2@11: UP (p=79.97%)
[2025-10-14T23:54:09.843988] [INFO ] [FORECASTER] Completed predict_future for AGD
[2025-10-14T23:54:09.844119] [INFO ] [sig       ] AGD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:09.984404] [INFO ] [LOCAL     ] Saved forecast: AGD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AGD.txt
[2025-10-14T23:54:09.984630] [INFO ] [sig       ] [38/1812] Completed AGD in 0.2s | 4.19 sym/s | Total: 9.1s | ETA: 7.1m
[2025-10-14T23:54:09.984709] [INFO ] [sig       ] [39/1812] Forecasting AGI...
[2025-10-14T23:54:09.984750] [INFO ] [sig       ] Generating forecast for: AGI
[2025-10-14T23:54:09.984781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGI' from 'https://tdm.silogroup.org/data/derivative_storage/AGI.csv'.
[2025-10-14T23:54:09.993919] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGI'.
[2025-10-14T23:54:09.994196] [INFO ] [FORECASTER] Starting predict_future for AGI
[2025-10-14T23:54:10.018541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:10.019239] [DEBUG] [LOCAL     ] No optimal features file found for AGI: ./output/feature-sets/AGI.txt
[2025-10-14T23:54:10.019292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:10.019325] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:10.019400] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:10.019472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:10.036246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:10.036821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:10.036899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:10.036933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:10.071060] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:10.071164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:10.071200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:10.071228] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:10.074274] [DEBUG] [FORECASTER] AGI: Forecast T+1@11:T+2@11: DOWN (p=20.69%)
[2025-10-14T23:54:10.074530] [INFO ] [FORECASTER] Completed predict_future for AGI
[2025-10-14T23:54:10.074694] [INFO ] [sig       ] AGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:10.213571] [INFO ] [LOCAL     ] Saved forecast: AGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AGI.txt
[2025-10-14T23:54:10.213834] [INFO ] [sig       ] [39/1812] Completed AGI in 0.2s | 4.19 sym/s | Total: 9.3s | ETA: 7.0m
[2025-10-14T23:54:10.213890] [INFO ] [sig       ] [40/1812] Forecasting AGL...
[2025-10-14T23:54:10.213947] [INFO ] [sig       ] Generating forecast for: AGL
[2025-10-14T23:54:10.214000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGL' from 'https://tdm.silogroup.org/data/derivative_storage/AGL.csv'.
[2025-10-14T23:54:10.223235] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGL'.
[2025-10-14T23:54:10.223527] [INFO ] [FORECASTER] Starting predict_future for AGL
[2025-10-14T23:54:10.250963] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:10.251714] [DEBUG] [LOCAL     ] No optimal features file found for AGL: ./output/feature-sets/AGL.txt
[2025-10-14T23:54:10.251773] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:10.251809] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:10.251841] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:10.251944] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:10.270127] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:10.270730] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:10.270813] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:10.270849] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:10.303976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:10.304104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:10.304178] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:10.304254] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:10.307631] [DEBUG] [FORECASTER] AGL: Forecast T+1@11:T+2@11: DOWN (p=48.37%)
[2025-10-14T23:54:10.307927] [INFO ] [FORECASTER] Completed predict_future for AGL
[2025-10-14T23:54:10.308086] [INFO ] [sig       ] AGL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:10.450959] [INFO ] [LOCAL     ] Saved forecast: AGL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AGL.txt
[2025-10-14T23:54:10.451168] [INFO ] [sig       ] [40/1812] Completed AGL in 0.2s | 4.19 sym/s | Total: 9.5s | ETA: 7.0m
[2025-10-14T23:54:10.451212] [INFO ] [sig       ] [41/1812] Forecasting AGM...
[2025-10-14T23:54:10.451243] [INFO ] [sig       ] Generating forecast for: AGM
[2025-10-14T23:54:10.451274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGM' from 'https://tdm.silogroup.org/data/derivative_storage/AGM.csv'.
[2025-10-14T23:54:10.460573] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGM'.
[2025-10-14T23:54:10.460873] [INFO ] [FORECASTER] Starting predict_future for AGM
[2025-10-14T23:54:10.486373] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:10.487130] [DEBUG] [LOCAL     ] No optimal features file found for AGM: ./output/feature-sets/AGM.txt
[2025-10-14T23:54:10.487187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:10.487222] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:10.487253] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:10.487313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:10.505309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:10.505965] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:10.506045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:10.506080] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:10.536139] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:10.536237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:10.536275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:10.536307] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:10.539578] [DEBUG] [FORECASTER] AGM: Forecast T+1@11:T+2@11: UP (p=82.48%)
[2025-10-14T23:54:10.539891] [INFO ] [FORECASTER] Completed predict_future for AGM
[2025-10-14T23:54:10.540029] [INFO ] [sig       ] AGM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:10.684797] [INFO ] [LOCAL     ] Saved forecast: AGM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AGM.txt
[2025-10-14T23:54:10.685041] [INFO ] [sig       ] [41/1812] Completed AGM in 0.2s | 4.20 sym/s | Total: 9.8s | ETA: 7.0m
[2025-10-14T23:54:10.685102] [INFO ] [sig       ] [42/1812] Forecasting AGO...
[2025-10-14T23:54:10.685139] [INFO ] [sig       ] Generating forecast for: AGO
[2025-10-14T23:54:10.685172] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGO' from 'https://tdm.silogroup.org/data/derivative_storage/AGO.csv'.
[2025-10-14T23:54:10.693562] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGO'.
[2025-10-14T23:54:10.693857] [INFO ] [FORECASTER] Starting predict_future for AGO
[2025-10-14T23:54:10.719154] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:10.719976] [DEBUG] [LOCAL     ] No optimal features file found for AGO: ./output/feature-sets/AGO.txt
[2025-10-14T23:54:10.720032] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:10.720064] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:10.720091] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:10.720148] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:10.737232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:10.737800] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:10.737878] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:10.737911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:10.766116] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:10.766237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:10.766274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:10.766303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:10.771621] [DEBUG] [FORECASTER] AGO: Forecast T+1@11:T+2@11: UP (p=56.15%)
[2025-10-14T23:54:10.771904] [INFO ] [FORECASTER] Completed predict_future for AGO
[2025-10-14T23:54:10.772032] [INFO ] [sig       ] AGO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:10.909798] [INFO ] [LOCAL     ] Saved forecast: AGO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AGO.txt
[2025-10-14T23:54:10.910002] [INFO ] [sig       ] [42/1812] Completed AGO in 0.2s | 4.20 sym/s | Total: 10.0s | ETA: 7.0m
[2025-10-14T23:54:10.910043] [INFO ] [sig       ] [43/1812] Forecasting AGRO...
[2025-10-14T23:54:10.910074] [INFO ] [sig       ] Generating forecast for: AGRO
[2025-10-14T23:54:10.910105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGRO' from 'https://tdm.silogroup.org/data/derivative_storage/AGRO.csv'.
[2025-10-14T23:54:10.919120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGRO'.
[2025-10-14T23:54:10.919391] [INFO ] [FORECASTER] Starting predict_future for AGRO
[2025-10-14T23:54:10.943832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:10.944497] [DEBUG] [LOCAL     ] No optimal features file found for AGRO: ./output/feature-sets/AGRO.txt
[2025-10-14T23:54:10.944549] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:10.944582] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:10.944610] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:10.944707] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:10.961487] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:10.962116] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:10.962236] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:10.962271] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:10.991609] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:10.991725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:10.991770] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:10.991800] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:10.994804] [DEBUG] [FORECASTER] AGRO: Forecast T+1@11:T+2@11: DOWN (p=15.42%)
[2025-10-14T23:54:10.995055] [INFO ] [FORECASTER] Completed predict_future for AGRO
[2025-10-14T23:54:10.995180] [INFO ] [sig       ] AGRO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:11.131673] [INFO ] [LOCAL     ] Saved forecast: AGRO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AGRO.txt
[2025-10-14T23:54:11.131892] [INFO ] [sig       ] [43/1812] Completed AGRO in 0.2s | 4.21 sym/s | Total: 10.2s | ETA: 7.0m
[2025-10-14T23:54:11.131936] [INFO ] [sig       ] [44/1812] Forecasting AGX...
[2025-10-14T23:54:11.131966] [INFO ] [sig       ] Generating forecast for: AGX
[2025-10-14T23:54:11.131997] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGX' from 'https://tdm.silogroup.org/data/derivative_storage/AGX.csv'.
[2025-10-14T23:54:11.141608] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGX'.
[2025-10-14T23:54:11.141906] [INFO ] [FORECASTER] Starting predict_future for AGX
[2025-10-14T23:54:11.166218] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:11.166940] [DEBUG] [LOCAL     ] No optimal features file found for AGX: ./output/feature-sets/AGX.txt
[2025-10-14T23:54:11.166994] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:11.167027] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:11.167055] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:11.167112] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:11.184027] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:11.184561] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:11.184665] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:11.184720] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:11.213413] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:11.213516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:11.213553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:11.213582] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:11.216696] [DEBUG] [FORECASTER] AGX: Forecast T+1@11:T+2@11: UP (p=85.59%)
[2025-10-14T23:54:11.216955] [INFO ] [FORECASTER] Completed predict_future for AGX
[2025-10-14T23:54:11.217082] [INFO ] [sig       ] AGX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:11.358224] [INFO ] [LOCAL     ] Saved forecast: AGX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AGX.txt
[2025-10-14T23:54:11.358442] [INFO ] [sig       ] [44/1812] Completed AGX in 0.2s | 4.21 sym/s | Total: 10.4s | ETA: 7.0m
[2025-10-14T23:54:11.358485] [INFO ] [sig       ] [45/1812] Forecasting AHH...
[2025-10-14T23:54:11.358517] [INFO ] [sig       ] Generating forecast for: AHH
[2025-10-14T23:54:11.358549] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHH' from 'https://tdm.silogroup.org/data/derivative_storage/AHH.csv'.
[2025-10-14T23:54:11.367853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHH'.
[2025-10-14T23:54:11.368149] [INFO ] [FORECASTER] Starting predict_future for AHH
[2025-10-14T23:54:11.393376] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:11.394090] [DEBUG] [LOCAL     ] No optimal features file found for AHH: ./output/feature-sets/AHH.txt
[2025-10-14T23:54:11.394159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:11.394193] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:11.394221] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:11.394282] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:11.411268] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:11.411835] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:11.411918] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:11.411951] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:11.446985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:11.447088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:11.447128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:11.447161] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:11.450843] [DEBUG] [FORECASTER] AHH: Forecast T+1@11:T+2@11: UP (p=66.99%)
[2025-10-14T23:54:11.451120] [INFO ] [FORECASTER] Completed predict_future for AHH
[2025-10-14T23:54:11.451257] [INFO ] [sig       ] AHH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:11.589766] [INFO ] [LOCAL     ] Saved forecast: AHH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AHH.txt
[2025-10-14T23:54:11.589961] [INFO ] [sig       ] [45/1812] Completed AHH in 0.2s | 4.21 sym/s | Total: 10.7s | ETA: 7.0m
[2025-10-14T23:54:11.590003] [INFO ] [sig       ] [46/1812] Forecasting AHR...
[2025-10-14T23:54:11.590033] [INFO ] [sig       ] Generating forecast for: AHR
[2025-10-14T23:54:11.590064] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHR' from 'https://tdm.silogroup.org/data/derivative_storage/AHR.csv'.
[2025-10-14T23:54:11.599344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHR'.
[2025-10-14T23:54:11.599634] [INFO ] [FORECASTER] Starting predict_future for AHR
[2025-10-14T23:54:11.624227] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:11.624947] [DEBUG] [LOCAL     ] No optimal features file found for AHR: ./output/feature-sets/AHR.txt
[2025-10-14T23:54:11.625002] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:11.625035] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:11.625063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:11.625120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:11.642282] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:11.642950] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:11.643032] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:11.643065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:11.679920] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:11.680010] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:11.680045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:11.680075] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:11.683116] [DEBUG] [FORECASTER] AHR: Forecast T+1@11:T+2@11: DOWN (p=25.85%)
[2025-10-14T23:54:11.683365] [INFO ] [FORECASTER] Completed predict_future for AHR
[2025-10-14T23:54:11.683489] [INFO ] [sig       ] AHR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:11.823143] [INFO ] [LOCAL     ] Saved forecast: AHR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AHR.txt
[2025-10-14T23:54:11.823345] [INFO ] [sig       ] [46/1812] Completed AHR in 0.2s | 4.22 sym/s | Total: 10.9s | ETA: 7.0m
[2025-10-14T23:54:11.823388] [INFO ] [sig       ] [47/1812] Forecasting AHT...
[2025-10-14T23:54:11.823419] [INFO ] [sig       ] Generating forecast for: AHT
[2025-10-14T23:54:11.823459] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHT' from 'https://tdm.silogroup.org/data/derivative_storage/AHT.csv'.
[2025-10-14T23:54:11.833725] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHT'.
[2025-10-14T23:54:11.834022] [INFO ] [FORECASTER] Starting predict_future for AHT
[2025-10-14T23:54:11.858709] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:11.859462] [DEBUG] [LOCAL     ] No optimal features file found for AHT: ./output/feature-sets/AHT.txt
[2025-10-14T23:54:11.859518] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:11.859550] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:11.859578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:11.859639] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:11.876674] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:11.877218] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:11.877303] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:11.877337] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:11.913136] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:11.913231] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:11.913314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:11.913363] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:11.916944] [DEBUG] [FORECASTER] AHT: Forecast T+1@11:T+2@11: UP (p=98.20%)
[2025-10-14T23:54:11.917224] [INFO ] [FORECASTER] Completed predict_future for AHT
[2025-10-14T23:54:11.917357] [INFO ] [sig       ] AHT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:12.053811] [INFO ] [LOCAL     ] Saved forecast: AHT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AHT.txt
[2025-10-14T23:54:12.054018] [INFO ] [sig       ] [47/1812] Completed AHT in 0.2s | 4.22 sym/s | Total: 11.1s | ETA: 7.0m
[2025-10-14T23:54:12.054059] [INFO ] [sig       ] [48/1812] Forecasting AI...
[2025-10-14T23:54:12.054091] [INFO ] [sig       ] Generating forecast for: AI
[2025-10-14T23:54:12.054122] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AI' from 'https://tdm.silogroup.org/data/derivative_storage/AI.csv'.
[2025-10-14T23:54:12.062962] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AI'.
[2025-10-14T23:54:12.063225] [INFO ] [FORECASTER] Starting predict_future for AI
[2025-10-14T23:54:12.087519] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:12.088271] [DEBUG] [LOCAL     ] No optimal features file found for AI: ./output/feature-sets/AI.txt
[2025-10-14T23:54:12.088328] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:12.088362] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:12.088390] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:12.088447] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:12.105377] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:12.105961] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:12.106040] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:12.106074] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:12.135572] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:12.135737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:12.135786] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:12.135817] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:12.139085] [DEBUG] [FORECASTER] AI: Forecast T+1@11:T+2@11: DOWN (p=12.42%)
[2025-10-14T23:54:12.139364] [INFO ] [FORECASTER] Completed predict_future for AI
[2025-10-14T23:54:12.139492] [INFO ] [sig       ] AI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:12.275634] [INFO ] [LOCAL     ] Saved forecast: AI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AI.txt
[2025-10-14T23:54:12.275866] [INFO ] [sig       ] [48/1812] Completed AI in 0.2s | 4.22 sym/s | Total: 11.4s | ETA: 7.0m
[2025-10-14T23:54:12.275910] [INFO ] [sig       ] [49/1812] Forecasting AIG...
[2025-10-14T23:54:12.275940] [INFO ] [sig       ] Generating forecast for: AIG
[2025-10-14T23:54:12.275971] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIG' from 'https://tdm.silogroup.org/data/derivative_storage/AIG.csv'.
[2025-10-14T23:54:12.285250] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIG'.
[2025-10-14T23:54:12.285533] [INFO ] [FORECASTER] Starting predict_future for AIG
[2025-10-14T23:54:12.316363] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:12.317285] [DEBUG] [LOCAL     ] No optimal features file found for AIG: ./output/feature-sets/AIG.txt
[2025-10-14T23:54:12.317346] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:12.317386] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:12.317420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:12.317495] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:12.337938] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:12.338773] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:12.338859] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:12.338896] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:12.379011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:12.379175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:12.379217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:12.379249] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:12.382783] [DEBUG] [FORECASTER] AIG: Forecast T+1@11:T+2@11: UP (p=75.38%)
[2025-10-14T23:54:12.383050] [INFO ] [FORECASTER] Completed predict_future for AIG
[2025-10-14T23:54:12.383181] [INFO ] [sig       ] AIG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:12.520695] [INFO ] [LOCAL     ] Saved forecast: AIG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AIG.txt
[2025-10-14T23:54:12.520966] [INFO ] [sig       ] [49/1812] Completed AIG in 0.2s | 4.22 sym/s | Total: 11.6s | ETA: 7.0m
[2025-10-14T23:54:12.521014] [INFO ] [sig       ] [50/1812] Forecasting AIN...
[2025-10-14T23:54:12.521052] [INFO ] [sig       ] Generating forecast for: AIN
[2025-10-14T23:54:12.521090] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIN' from 'https://tdm.silogroup.org/data/derivative_storage/AIN.csv'.
[2025-10-14T23:54:12.533118] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIN'.
[2025-10-14T23:54:12.533617] [INFO ] [FORECASTER] Starting predict_future for AIN
[2025-10-14T23:54:12.558352] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:12.559048] [DEBUG] [LOCAL     ] No optimal features file found for AIN: ./output/feature-sets/AIN.txt
[2025-10-14T23:54:12.559102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:12.559135] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:12.559163] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:12.559220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:12.575958] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:12.576484] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:12.576565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:12.576613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:12.606809] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:12.607159] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:12.607201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:12.607229] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:12.610855] [DEBUG] [FORECASTER] AIN: Forecast T+1@11:T+2@11: UP (p=88.16%)
[2025-10-14T23:54:12.611127] [INFO ] [FORECASTER] Completed predict_future for AIN
[2025-10-14T23:54:12.611262] [INFO ] [sig       ] AIN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:12.747721] [INFO ] [LOCAL     ] Saved forecast: AIN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AIN.txt
[2025-10-14T23:54:12.747971] [INFO ] [sig       ] [50/1812] Completed AIN in 0.2s | 4.22 sym/s | Total: 11.8s | ETA: 7.0m
[2025-10-14T23:54:12.748015] [INFO ] [sig       ] [51/1812] Forecasting AIO...
[2025-10-14T23:54:12.748046] [INFO ] [sig       ] Generating forecast for: AIO
[2025-10-14T23:54:12.748114] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIO' from 'https://tdm.silogroup.org/data/derivative_storage/AIO.csv'.
[2025-10-14T23:54:12.757397] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIO'.
[2025-10-14T23:54:12.757707] [INFO ] [FORECASTER] Starting predict_future for AIO
[2025-10-14T23:54:12.782999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:12.783715] [DEBUG] [LOCAL     ] No optimal features file found for AIO: ./output/feature-sets/AIO.txt
[2025-10-14T23:54:12.783772] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:12.783807] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:12.783836] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:12.783894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:12.800944] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:12.801469] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:12.801549] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:12.801583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:12.831443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:12.831534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:12.831571] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:12.831601] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:12.834833] [DEBUG] [FORECASTER] AIO: Forecast T+1@11:T+2@11: UP (p=85.36%)
[2025-10-14T23:54:12.835092] [INFO ] [FORECASTER] Completed predict_future for AIO
[2025-10-14T23:54:12.835224] [INFO ] [sig       ] AIO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:12.974015] [INFO ] [LOCAL     ] Saved forecast: AIO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AIO.txt
[2025-10-14T23:54:12.974237] [INFO ] [sig       ] [51/1812] Completed AIO in 0.2s | 4.23 sym/s | Total: 12.1s | ETA: 6.9m
[2025-10-14T23:54:12.974279] [INFO ] [sig       ] [52/1812] Forecasting AIR...
[2025-10-14T23:54:12.974309] [INFO ] [sig       ] Generating forecast for: AIR
[2025-10-14T23:54:12.974341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIR' from 'https://tdm.silogroup.org/data/derivative_storage/AIR.csv'.
[2025-10-14T23:54:12.984077] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AIR'.
[2025-10-14T23:54:12.984406] [INFO ] [FORECASTER] Starting predict_future for AIR
[2025-10-14T23:54:13.009114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:13.009901] [DEBUG] [LOCAL     ] No optimal features file found for AIR: ./output/feature-sets/AIR.txt
[2025-10-14T23:54:13.009956] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:13.010055] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:13.010094] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:13.010152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:13.027861] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:13.028472] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:13.028553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:13.028586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:13.064173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:13.064283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:13.064320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:13.064351] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:13.067777] [DEBUG] [FORECASTER] AIR: Forecast T+1@11:T+2@11: DOWN (p=14.47%)
[2025-10-14T23:54:13.068039] [INFO ] [FORECASTER] Completed predict_future for AIR
[2025-10-14T23:54:13.068210] [INFO ] [sig       ] AIR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:13.209882] [INFO ] [LOCAL     ] Saved forecast: AIR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AIR.txt
[2025-10-14T23:54:13.210170] [INFO ] [sig       ] [52/1812] Completed AIR in 0.2s | 4.23 sym/s | Total: 12.3s | ETA: 6.9m
[2025-10-14T23:54:13.210222] [INFO ] [sig       ] [53/1812] Forecasting AIT...
[2025-10-14T23:54:13.210256] [INFO ] [sig       ] Generating forecast for: AIT
[2025-10-14T23:54:13.210288] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIT' from 'https://tdm.silogroup.org/data/derivative_storage/AIT.csv'.
[2025-10-14T23:54:13.219904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIT'.
[2025-10-14T23:54:13.220203] [INFO ] [FORECASTER] Starting predict_future for AIT
[2025-10-14T23:54:13.245180] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:13.245961] [DEBUG] [LOCAL     ] No optimal features file found for AIT: ./output/feature-sets/AIT.txt
[2025-10-14T23:54:13.246017] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:13.246051] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:13.246080] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:13.246138] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:13.263080] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:13.263737] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:13.263825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:13.263858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:13.299192] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:13.299374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:13.299418] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:13.299449] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:13.302932] [DEBUG] [FORECASTER] AIT: Forecast T+1@11:T+2@11: DOWN (p=12.97%)
[2025-10-14T23:54:13.303204] [INFO ] [FORECASTER] Completed predict_future for AIT
[2025-10-14T23:54:13.303345] [INFO ] [sig       ] AIT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:13.441205] [INFO ] [LOCAL     ] Saved forecast: AIT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AIT.txt
[2025-10-14T23:54:13.441465] [INFO ] [sig       ] [53/1812] Completed AIT in 0.2s | 4.23 sym/s | Total: 12.5s | ETA: 6.9m
[2025-10-14T23:54:13.441507] [INFO ] [sig       ] [54/1812] Forecasting AIV...
[2025-10-14T23:54:13.441539] [INFO ] [sig       ] Generating forecast for: AIV
[2025-10-14T23:54:13.441570] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIV' from 'https://tdm.silogroup.org/data/derivative_storage/AIV.csv'.
[2025-10-14T23:54:13.450426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIV'.
[2025-10-14T23:54:13.450736] [INFO ] [FORECASTER] Starting predict_future for AIV
[2025-10-14T23:54:13.475270] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:13.476082] [DEBUG] [LOCAL     ] No optimal features file found for AIV: ./output/feature-sets/AIV.txt
[2025-10-14T23:54:13.476139] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:13.476173] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:13.476201] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:13.476258] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:13.493764] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:13.494550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:13.494634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:13.494711] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:13.533863] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:13.534034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:13.534076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:13.534107] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:13.537680] [DEBUG] [FORECASTER] AIV: Forecast T+1@11:T+2@11: UP (p=91.42%)
[2025-10-14T23:54:13.537975] [INFO ] [FORECASTER] Completed predict_future for AIV
[2025-10-14T23:54:13.538161] [INFO ] [sig       ] AIV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:13.676893] [INFO ] [LOCAL     ] Saved forecast: AIV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AIV.txt
[2025-10-14T23:54:13.677099] [INFO ] [sig       ] [54/1812] Completed AIV in 0.2s | 4.23 sym/s | Total: 12.8s | ETA: 6.9m
[2025-10-14T23:54:13.677142] [INFO ] [sig       ] [55/1812] Forecasting AIZ...
[2025-10-14T23:54:13.677174] [INFO ] [sig       ] Generating forecast for: AIZ
[2025-10-14T23:54:13.677206] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIZ' from 'https://tdm.silogroup.org/data/derivative_storage/AIZ.csv'.
[2025-10-14T23:54:13.686625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIZ'.
[2025-10-14T23:54:13.686990] [INFO ] [FORECASTER] Starting predict_future for AIZ
[2025-10-14T23:54:13.711531] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:13.712277] [DEBUG] [LOCAL     ] No optimal features file found for AIZ: ./output/feature-sets/AIZ.txt
[2025-10-14T23:54:13.712331] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:13.712364] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:13.712391] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:13.712449] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:13.729610] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:13.730222] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:13.730305] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:13.730341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:13.765063] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:13.765203] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:13.765241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:13.765270] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:13.768722] [DEBUG] [FORECASTER] AIZ: Forecast T+1@11:T+2@11: UP (p=66.61%)
[2025-10-14T23:54:13.768994] [INFO ] [FORECASTER] Completed predict_future for AIZ
[2025-10-14T23:54:13.769129] [INFO ] [sig       ] AIZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:13.909488] [INFO ] [LOCAL     ] Saved forecast: AIZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AIZ.txt
[2025-10-14T23:54:13.909762] [INFO ] [sig       ] [55/1812] Completed AIZ in 0.2s | 4.23 sym/s | Total: 13.0s | ETA: 6.9m
[2025-10-14T23:54:13.909824] [INFO ] [sig       ] [56/1812] Forecasting AIZN...
[2025-10-14T23:54:13.909858] [INFO ] [sig       ] Generating forecast for: AIZN
[2025-10-14T23:54:13.909890] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIZN' from 'https://tdm.silogroup.org/data/derivative_storage/AIZN.csv'.
[2025-10-14T23:54:13.919225] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIZN'.
[2025-10-14T23:54:13.919555] [INFO ] [FORECASTER] Starting predict_future for AIZN
[2025-10-14T23:54:13.944024] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:13.944853] [DEBUG] [LOCAL     ] No optimal features file found for AIZN: ./output/feature-sets/AIZN.txt
[2025-10-14T23:54:13.944909] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:13.944942] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:13.944970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:13.945027] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:13.962136] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:13.962743] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:13.962829] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:13.962863] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:13.994286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:13.994394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:13.994430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:13.994458] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:13.997604] [DEBUG] [FORECASTER] AIZN: Forecast T+1@11:T+2@11: DOWN (p=13.09%)
[2025-10-14T23:54:13.997893] [INFO ] [FORECASTER] Completed predict_future for AIZN
[2025-10-14T23:54:13.998027] [INFO ] [sig       ] AIZN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:14.135093] [INFO ] [LOCAL     ] Saved forecast: AIZN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AIZN.txt
[2025-10-14T23:54:14.135323] [INFO ] [sig       ] [56/1812] Completed AIZN in 0.2s | 4.23 sym/s | Total: 13.2s | ETA: 6.9m
[2025-10-14T23:54:14.135364] [INFO ] [sig       ] [57/1812] Forecasting AJG...
[2025-10-14T23:54:14.135395] [INFO ] [sig       ] Generating forecast for: AJG
[2025-10-14T23:54:14.135426] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AJG' from 'https://tdm.silogroup.org/data/derivative_storage/AJG.csv'.
[2025-10-14T23:54:14.144576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AJG'.
[2025-10-14T23:54:14.144879] [INFO ] [FORECASTER] Starting predict_future for AJG
[2025-10-14T23:54:14.169252] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:14.169958] [DEBUG] [LOCAL     ] No optimal features file found for AJG: ./output/feature-sets/AJG.txt
[2025-10-14T23:54:14.170011] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:14.170044] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:14.170072] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:14.170129] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:14.187171] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:14.187783] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:14.187864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:14.187897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:14.222014] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:14.222101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:14.222136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:14.222164] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:14.225135] [DEBUG] [FORECASTER] AJG: Forecast T+1@11:T+2@11: UP (p=68.44%)
[2025-10-14T23:54:14.225384] [INFO ] [FORECASTER] Completed predict_future for AJG
[2025-10-14T23:54:14.225507] [INFO ] [sig       ] AJG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:14.366304] [INFO ] [LOCAL     ] Saved forecast: AJG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AJG.txt
[2025-10-14T23:54:14.366528] [INFO ] [sig       ] [57/1812] Completed AJG in 0.2s | 4.24 sym/s | Total: 13.5s | ETA: 6.9m
[2025-10-14T23:54:14.366576] [INFO ] [sig       ] [58/1812] Forecasting AKR...
[2025-10-14T23:54:14.366608] [INFO ] [sig       ] Generating forecast for: AKR
[2025-10-14T23:54:14.366660] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AKR' from 'https://tdm.silogroup.org/data/derivative_storage/AKR.csv'.
[2025-10-14T23:54:14.375923] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AKR'.
[2025-10-14T23:54:14.376204] [INFO ] [FORECASTER] Starting predict_future for AKR
[2025-10-14T23:54:14.400915] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:14.401589] [DEBUG] [LOCAL     ] No optimal features file found for AKR: ./output/feature-sets/AKR.txt
[2025-10-14T23:54:14.401663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:14.401718] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:14.401749] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:14.401806] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:14.418749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:14.419270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:14.419348] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:14.419381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:14.454183] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:14.454276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:14.454312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:14.454340] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:14.457386] [DEBUG] [FORECASTER] AKR: Forecast T+1@11:T+2@11: UP (p=97.24%)
[2025-10-14T23:54:14.457633] [INFO ] [FORECASTER] Completed predict_future for AKR
[2025-10-14T23:54:14.457827] [INFO ] [sig       ] AKR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:14.597892] [INFO ] [LOCAL     ] Saved forecast: AKR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AKR.txt
[2025-10-14T23:54:14.598136] [INFO ] [sig       ] [58/1812] Completed AKR in 0.2s | 4.24 sym/s | Total: 13.7s | ETA: 6.9m
[2025-10-14T23:54:14.598195] [INFO ] [sig       ] [59/1812] Forecasting AL...
[2025-10-14T23:54:14.598228] [INFO ] [sig       ] Generating forecast for: AL
[2025-10-14T23:54:14.598259] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AL' from 'https://tdm.silogroup.org/data/derivative_storage/AL.csv'.
[2025-10-14T23:54:14.609034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AL'.
[2025-10-14T23:54:14.609492] [INFO ] [FORECASTER] Starting predict_future for AL
[2025-10-14T23:54:14.635256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:14.636072] [DEBUG] [LOCAL     ] No optimal features file found for AL: ./output/feature-sets/AL.txt
[2025-10-14T23:54:14.636127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:14.636184] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:14.636214] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:14.636272] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:14.653601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:14.654491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:14.654581] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:14.654614] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:14.691272] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:14.691462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:14.691532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:14.691567] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:14.695138] [DEBUG] [FORECASTER] AL: Forecast T+1@11:T+2@11: DOWN (p=5.59%)
[2025-10-14T23:54:14.695409] [INFO ] [FORECASTER] Completed predict_future for AL
[2025-10-14T23:54:14.695554] [INFO ] [sig       ] AL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:14.837920] [INFO ] [LOCAL     ] Saved forecast: AL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AL.txt
[2025-10-14T23:54:14.838222] [INFO ] [sig       ] [59/1812] Completed AL in 0.2s | 4.24 sym/s | Total: 13.9s | ETA: 6.9m
[2025-10-14T23:54:14.838284] [INFO ] [sig       ] [60/1812] Forecasting ALB...
[2025-10-14T23:54:14.838319] [INFO ] [sig       ] Generating forecast for: ALB
[2025-10-14T23:54:14.838351] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALB' from 'https://tdm.silogroup.org/data/derivative_storage/ALB.csv'.
[2025-10-14T23:54:14.847264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALB'.
[2025-10-14T23:54:14.847552] [INFO ] [FORECASTER] Starting predict_future for ALB
[2025-10-14T23:54:14.873449] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:14.874272] [DEBUG] [LOCAL     ] No optimal features file found for ALB: ./output/feature-sets/ALB.txt
[2025-10-14T23:54:14.874329] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:14.874365] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:14.874393] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:14.874450] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:14.891496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:14.892057] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:14.892138] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:14.892172] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:14.929516] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:14.929593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:14.929629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:14.929698] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:14.932788] [DEBUG] [FORECASTER] ALB: Forecast T+1@11:T+2@11: DOWN (p=7.98%)
[2025-10-14T23:54:14.933051] [INFO ] [FORECASTER] Completed predict_future for ALB
[2025-10-14T23:54:14.933184] [INFO ] [sig       ] ALB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:15.071803] [INFO ] [LOCAL     ] Saved forecast: ALB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALB.txt
[2025-10-14T23:54:15.071994] [INFO ] [sig       ] [60/1812] Completed ALB in 0.2s | 4.24 sym/s | Total: 14.2s | ETA: 6.9m
[2025-10-14T23:54:15.072036] [INFO ] [sig       ] [61/1812] Forecasting ALC...
[2025-10-14T23:54:15.072066] [INFO ] [sig       ] Generating forecast for: ALC
[2025-10-14T23:54:15.072097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALC' from 'https://tdm.silogroup.org/data/derivative_storage/ALC.csv'.
[2025-10-14T23:54:15.080316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALC'.
[2025-10-14T23:54:15.080566] [INFO ] [FORECASTER] Starting predict_future for ALC
[2025-10-14T23:54:15.105739] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:15.106414] [DEBUG] [LOCAL     ] No optimal features file found for ALC: ./output/feature-sets/ALC.txt
[2025-10-14T23:54:15.106468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:15.106503] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:15.106531] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:15.106590] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:15.124025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:15.124550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:15.124630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:15.124702] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:15.161442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:15.161562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:15.161607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:15.161639] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:15.164957] [DEBUG] [FORECASTER] ALC: Forecast T+1@11:T+2@11: UP (p=89.40%)
[2025-10-14T23:54:15.165233] [INFO ] [FORECASTER] Completed predict_future for ALC
[2025-10-14T23:54:15.165369] [INFO ] [sig       ] ALC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:15.323563] [INFO ] [LOCAL     ] Saved forecast: ALC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALC.txt
[2025-10-14T23:54:15.323831] [INFO ] [sig       ] [61/1812] Completed ALC in 0.3s | 4.23 sym/s | Total: 14.4s | ETA: 6.9m
[2025-10-14T23:54:15.323889] [INFO ] [sig       ] [62/1812] Forecasting ALE...
[2025-10-14T23:54:15.323922] [INFO ] [sig       ] Generating forecast for: ALE
[2025-10-14T23:54:15.323953] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALE' from 'https://tdm.silogroup.org/data/derivative_storage/ALE.csv'.
[2025-10-14T23:54:15.333098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALE'.
[2025-10-14T23:54:15.333426] [INFO ] [FORECASTER] Starting predict_future for ALE
[2025-10-14T23:54:15.358142] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:15.358921] [DEBUG] [LOCAL     ] No optimal features file found for ALE: ./output/feature-sets/ALE.txt
[2025-10-14T23:54:15.358975] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:15.359009] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:15.359038] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:15.359094] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:15.376077] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:15.376755] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:15.376838] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:15.376872] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:15.412574] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:15.412764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:15.412814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:15.412844] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:15.416217] [DEBUG] [FORECASTER] ALE: Forecast T+1@11:T+2@11: DOWN (p=18.90%)
[2025-10-14T23:54:15.416487] [INFO ] [FORECASTER] Completed predict_future for ALE
[2025-10-14T23:54:15.416619] [INFO ] [sig       ] ALE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:15.556253] [INFO ] [LOCAL     ] Saved forecast: ALE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALE.txt
[2025-10-14T23:54:15.556523] [INFO ] [sig       ] [62/1812] Completed ALE in 0.2s | 4.23 sym/s | Total: 14.6s | ETA: 6.9m
[2025-10-14T23:54:15.556585] [INFO ] [sig       ] [63/1812] Forecasting ALEX...
[2025-10-14T23:54:15.556618] [INFO ] [sig       ] Generating forecast for: ALEX
[2025-10-14T23:54:15.556678] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALEX' from 'https://tdm.silogroup.org/data/derivative_storage/ALEX.csv'.
[2025-10-14T23:54:15.564885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALEX'.
[2025-10-14T23:54:15.565160] [INFO ] [FORECASTER] Starting predict_future for ALEX
[2025-10-14T23:54:15.591180] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:15.592166] [DEBUG] [LOCAL     ] No optimal features file found for ALEX: ./output/feature-sets/ALEX.txt
[2025-10-14T23:54:15.592250] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:15.592319] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:15.592393] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:15.592496] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:15.613457] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:15.614152] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:15.614236] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:15.614271] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:15.648904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:15.649028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:15.649069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:15.649100] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:15.652312] [DEBUG] [FORECASTER] ALEX: Forecast T+1@11:T+2@11: DOWN (p=42.40%)
[2025-10-14T23:54:15.652575] [INFO ] [FORECASTER] Completed predict_future for ALEX
[2025-10-14T23:54:15.652754] [INFO ] [sig       ] ALEX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:15.796387] [INFO ] [LOCAL     ] Saved forecast: ALEX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALEX.txt
[2025-10-14T23:54:15.796639] [INFO ] [sig       ] [63/1812] Completed ALEX in 0.2s | 4.23 sym/s | Total: 14.9s | ETA: 6.9m
[2025-10-14T23:54:15.796722] [INFO ] [sig       ] [64/1812] Forecasting ALG...
[2025-10-14T23:54:15.796758] [INFO ] [sig       ] Generating forecast for: ALG
[2025-10-14T23:54:15.796789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALG' from 'https://tdm.silogroup.org/data/derivative_storage/ALG.csv'.
[2025-10-14T23:54:15.806162] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALG'.
[2025-10-14T23:54:15.806452] [INFO ] [FORECASTER] Starting predict_future for ALG
[2025-10-14T23:54:15.831146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:15.831884] [DEBUG] [LOCAL     ] No optimal features file found for ALG: ./output/feature-sets/ALG.txt
[2025-10-14T23:54:15.831938] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:15.831971] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:15.832000] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:15.832057] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:15.849294] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:15.850004] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:15.850090] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:15.850125] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:15.884937] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:15.885104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:15.885145] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:15.885174] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:15.888575] [DEBUG] [FORECASTER] ALG: Forecast T+1@11:T+2@11: DOWN (p=0.14%)
[2025-10-14T23:54:15.888881] [INFO ] [FORECASTER] Completed predict_future for ALG
[2025-10-14T23:54:15.889039] [INFO ] [sig       ] ALG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:16.029514] [INFO ] [LOCAL     ] Saved forecast: ALG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALG.txt
[2025-10-14T23:54:16.029785] [INFO ] [sig       ] [64/1812] Completed ALG in 0.2s | 4.23 sym/s | Total: 15.1s | ETA: 6.9m
[2025-10-14T23:54:16.029847] [INFO ] [sig       ] [65/1812] Forecasting ALIT...
[2025-10-14T23:54:16.029880] [INFO ] [sig       ] Generating forecast for: ALIT
[2025-10-14T23:54:16.029911] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALIT' from 'https://tdm.silogroup.org/data/derivative_storage/ALIT.csv'.
[2025-10-14T23:54:16.039096] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALIT'.
[2025-10-14T23:54:16.039473] [INFO ] [FORECASTER] Starting predict_future for ALIT
[2025-10-14T23:54:16.064520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:16.065308] [DEBUG] [LOCAL     ] No optimal features file found for ALIT: ./output/feature-sets/ALIT.txt
[2025-10-14T23:54:16.065363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:16.065447] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:16.065486] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:16.065545] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:16.082514] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:16.083140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:16.083220] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:16.083254] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:16.120396] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:16.120558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:16.120601] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:16.120631] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:16.124095] [DEBUG] [FORECASTER] ALIT: Forecast T+1@11:T+2@11: UP (p=60.18%)
[2025-10-14T23:54:16.124362] [INFO ] [FORECASTER] Completed predict_future for ALIT
[2025-10-14T23:54:16.124498] [INFO ] [sig       ] ALIT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:16.265300] [INFO ] [LOCAL     ] Saved forecast: ALIT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALIT.txt
[2025-10-14T23:54:16.265550] [INFO ] [sig       ] [65/1812] Completed ALIT in 0.2s | 4.23 sym/s | Total: 15.4s | ETA: 6.9m
[2025-10-14T23:54:16.265593] [INFO ] [sig       ] [66/1812] Forecasting ALK...
[2025-10-14T23:54:16.265624] [INFO ] [sig       ] Generating forecast for: ALK
[2025-10-14T23:54:16.265688] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALK' from 'https://tdm.silogroup.org/data/derivative_storage/ALK.csv'.
[2025-10-14T23:54:16.275176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALK'.
[2025-10-14T23:54:16.275464] [INFO ] [FORECASTER] Starting predict_future for ALK
[2025-10-14T23:54:16.300782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:16.301589] [DEBUG] [LOCAL     ] No optimal features file found for ALK: ./output/feature-sets/ALK.txt
[2025-10-14T23:54:16.301668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:16.301725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:16.301780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:16.301842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:16.319581] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:16.320480] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:16.320567] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:16.320601] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:16.355442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:16.355627] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:16.355712] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:16.355758] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:16.362867] [DEBUG] [FORECASTER] ALK: Forecast T+1@11:T+2@11: DOWN (p=43.22%)
[2025-10-14T23:54:16.363261] [INFO ] [FORECASTER] Completed predict_future for ALK
[2025-10-14T23:54:16.363407] [INFO ] [sig       ] ALK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:16.501301] [INFO ] [LOCAL     ] Saved forecast: ALK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALK.txt
[2025-10-14T23:54:16.501504] [INFO ] [sig       ] [66/1812] Completed ALK in 0.2s | 4.23 sym/s | Total: 15.6s | ETA: 6.9m
[2025-10-14T23:54:16.501545] [INFO ] [sig       ] [67/1812] Forecasting ALL...
[2025-10-14T23:54:16.501576] [INFO ] [sig       ] Generating forecast for: ALL
[2025-10-14T23:54:16.501608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALL' from 'https://tdm.silogroup.org/data/derivative_storage/ALL.csv'.
[2025-10-14T23:54:16.510344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALL'.
[2025-10-14T23:54:16.510599] [INFO ] [FORECASTER] Starting predict_future for ALL
[2025-10-14T23:54:16.535258] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:16.536045] [DEBUG] [LOCAL     ] No optimal features file found for ALL: ./output/feature-sets/ALL.txt
[2025-10-14T23:54:16.536100] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:16.536133] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:16.536161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:16.536219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:16.553229] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:16.553893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:16.553972] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:16.554007] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:16.590383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:16.590496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:16.590532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:16.590561] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:16.593734] [DEBUG] [FORECASTER] ALL: Forecast T+1@11:T+2@11: DOWN (p=6.84%)
[2025-10-14T23:54:16.593990] [INFO ] [FORECASTER] Completed predict_future for ALL
[2025-10-14T23:54:16.594119] [INFO ] [sig       ] ALL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:16.733133] [INFO ] [LOCAL     ] Saved forecast: ALL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALL.txt
[2025-10-14T23:54:16.733331] [INFO ] [sig       ] [67/1812] Completed ALL in 0.2s | 4.23 sym/s | Total: 15.8s | ETA: 6.9m
[2025-10-14T23:54:16.733373] [INFO ] [sig       ] [68/1812] Forecasting ALLE...
[2025-10-14T23:54:16.733403] [INFO ] [sig       ] Generating forecast for: ALLE
[2025-10-14T23:54:16.733434] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALLE' from 'https://tdm.silogroup.org/data/derivative_storage/ALLE.csv'.
[2025-10-14T23:54:16.742265] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALLE'.
[2025-10-14T23:54:16.742543] [INFO ] [FORECASTER] Starting predict_future for ALLE
[2025-10-14T23:54:16.766993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:16.767698] [DEBUG] [LOCAL     ] No optimal features file found for ALLE: ./output/feature-sets/ALLE.txt
[2025-10-14T23:54:16.767758] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:16.767791] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:16.767819] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:16.767875] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:16.785137] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:16.785705] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:16.785784] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:16.785819] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:16.822158] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:16.822259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:16.822295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:16.822324] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:16.825436] [DEBUG] [FORECASTER] ALLE: Forecast T+1@11:T+2@11: DOWN (p=11.42%)
[2025-10-14T23:54:16.825715] [INFO ] [FORECASTER] Completed predict_future for ALLE
[2025-10-14T23:54:16.825852] [INFO ] [sig       ] ALLE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:16.964440] [INFO ] [LOCAL     ] Saved forecast: ALLE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALLE.txt
[2025-10-14T23:54:16.964667] [INFO ] [sig       ] [68/1812] Completed ALLE in 0.2s | 4.24 sym/s | Total: 16.1s | ETA: 6.9m
[2025-10-14T23:54:16.964730] [INFO ] [sig       ] [69/1812] Forecasting ALLY...
[2025-10-14T23:54:16.964763] [INFO ] [sig       ] Generating forecast for: ALLY
[2025-10-14T23:54:16.964794] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALLY' from 'https://tdm.silogroup.org/data/derivative_storage/ALLY.csv'.
[2025-10-14T23:54:16.974992] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALLY'.
[2025-10-14T23:54:16.975367] [INFO ] [FORECASTER] Starting predict_future for ALLY
[2025-10-14T23:54:17.000464] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:17.001189] [DEBUG] [LOCAL     ] No optimal features file found for ALLY: ./output/feature-sets/ALLY.txt
[2025-10-14T23:54:17.001246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:17.001280] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:17.001308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:17.001366] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:17.018583] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:17.019167] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:17.019249] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:17.019283] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:17.060134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:17.060240] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:17.060277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:17.060306] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:17.063503] [DEBUG] [FORECASTER] ALLY: Forecast T+1@11:T+2@11: DOWN (p=7.57%)
[2025-10-14T23:54:17.063812] [INFO ] [FORECASTER] Completed predict_future for ALLY
[2025-10-14T23:54:17.063954] [INFO ] [sig       ] ALLY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:17.205508] [INFO ] [LOCAL     ] Saved forecast: ALLY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALLY.txt
[2025-10-14T23:54:17.205760] [INFO ] [sig       ] [69/1812] Completed ALLY in 0.2s | 4.23 sym/s | Total: 16.3s | ETA: 6.9m
[2025-10-14T23:54:17.205821] [INFO ] [sig       ] [70/1812] Forecasting ALSN...
[2025-10-14T23:54:17.205855] [INFO ] [sig       ] Generating forecast for: ALSN
[2025-10-14T23:54:17.205886] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALSN' from 'https://tdm.silogroup.org/data/derivative_storage/ALSN.csv'.
[2025-10-14T23:54:17.214449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALSN'.
[2025-10-14T23:54:17.214757] [INFO ] [FORECASTER] Starting predict_future for ALSN
[2025-10-14T23:54:17.240401] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:17.241222] [DEBUG] [LOCAL     ] No optimal features file found for ALSN: ./output/feature-sets/ALSN.txt
[2025-10-14T23:54:17.241279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:17.241313] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:17.241342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:17.241402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:17.259145] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:17.259845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:17.259930] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:17.259966] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:17.293182] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:17.293310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:17.293347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:17.293377] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:17.296562] [DEBUG] [FORECASTER] ALSN: Forecast T+1@11:T+2@11: UP (p=59.71%)
[2025-10-14T23:54:17.296852] [INFO ] [FORECASTER] Completed predict_future for ALSN
[2025-10-14T23:54:17.296990] [INFO ] [sig       ] ALSN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:17.453266] [INFO ] [LOCAL     ] Saved forecast: ALSN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALSN.txt
[2025-10-14T23:54:17.453472] [INFO ] [sig       ] [70/1812] Completed ALSN in 0.2s | 4.23 sym/s | Total: 16.5s | ETA: 6.9m
[2025-10-14T23:54:17.453514] [INFO ] [sig       ] [71/1812] Forecasting ALTG...
[2025-10-14T23:54:17.453544] [INFO ] [sig       ] Generating forecast for: ALTG
[2025-10-14T23:54:17.453575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALTG' from 'https://tdm.silogroup.org/data/derivative_storage/ALTG.csv'.
[2025-10-14T23:54:17.461729] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALTG'.
[2025-10-14T23:54:17.461991] [INFO ] [FORECASTER] Starting predict_future for ALTG
[2025-10-14T23:54:17.486338] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:17.487100] [DEBUG] [LOCAL     ] No optimal features file found for ALTG: ./output/feature-sets/ALTG.txt
[2025-10-14T23:54:17.487155] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:17.487188] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:17.487216] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:17.487272] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:17.504405] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:17.504961] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:17.505038] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:17.505071] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:17.539517] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:17.539626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:17.539717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:17.539764] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:17.542871] [DEBUG] [FORECASTER] ALTG: Forecast T+1@11:T+2@11: UP (p=85.60%)
[2025-10-14T23:54:17.543155] [INFO ] [FORECASTER] Completed predict_future for ALTG
[2025-10-14T23:54:17.543284] [INFO ] [sig       ] ALTG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:17.681329] [INFO ] [LOCAL     ] Saved forecast: ALTG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALTG.txt
[2025-10-14T23:54:17.681560] [INFO ] [sig       ] [71/1812] Completed ALTG in 0.2s | 4.23 sym/s | Total: 16.8s | ETA: 6.9m
[2025-10-14T23:54:17.681601] [INFO ] [sig       ] [72/1812] Forecasting ALUR...
[2025-10-14T23:54:17.681632] [INFO ] [sig       ] Generating forecast for: ALUR
[2025-10-14T23:54:17.681705] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALUR' from 'https://tdm.silogroup.org/data/derivative_storage/ALUR.csv'.
[2025-10-14T23:54:17.690200] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALUR'.
[2025-10-14T23:54:17.690447] [INFO ] [FORECASTER] Starting predict_future for ALUR
[2025-10-14T23:54:17.714954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:17.715634] [DEBUG] [LOCAL     ] No optimal features file found for ALUR: ./output/feature-sets/ALUR.txt
[2025-10-14T23:54:17.715714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:17.715753] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:17.715784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:17.715839] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:17.733065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:17.733593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:17.733693] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:17.733743] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:17.769404] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:17.769537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:17.769575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:17.769604] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:17.772866] [DEBUG] [FORECASTER] ALUR: Forecast T+1@11:T+2@11: DOWN (p=11.59%)
[2025-10-14T23:54:17.773121] [INFO ] [FORECASTER] Completed predict_future for ALUR
[2025-10-14T23:54:17.773249] [INFO ] [sig       ] ALUR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:17.912340] [INFO ] [LOCAL     ] Saved forecast: ALUR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ALUR.txt
[2025-10-14T23:54:17.912555] [INFO ] [sig       ] [72/1812] Completed ALUR in 0.2s | 4.24 sym/s | Total: 17.0s | ETA: 6.8m
[2025-10-14T23:54:17.912597] [INFO ] [sig       ] [73/1812] Forecasting ALV...
[2025-10-14T23:54:17.912632] [INFO ] [sig       ] Generating forecast for: ALV
[2025-10-14T23:54:17.912732] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALV' from 'https://tdm.silogroup.org/data/derivative_storage/ALV.csv'.
[2025-10-14T23:54:17.921468] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALV'.
[2025-10-14T23:54:17.921783] [INFO ] [FORECASTER] Starting predict_future for ALV
[2025-10-14T23:54:17.946849] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:17.947588] [DEBUG] [LOCAL     ] No optimal features file found for ALV: ./output/feature-sets/ALV.txt
[2025-10-14T23:54:17.947663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:17.947720] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:17.947771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:17.947830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:17.965248] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:17.965896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:17.965979] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:17.966014] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:18.002591] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:18.002752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:18.002803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:18.002834] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:18.006101] [DEBUG] [FORECASTER] ALV: Forecast T+1@11:T+2@11: UP (p=72.91%)
[2025-10-14T23:54:18.006359] [INFO ] [FORECASTER] Completed predict_future for ALV
[2025-10-14T23:54:18.006489] [INFO ] [sig       ] ALV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:18.145491] [INFO ] [LOCAL     ] Saved forecast: ALV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALV.txt
[2025-10-14T23:54:18.145716] [INFO ] [sig       ] [73/1812] Completed ALV in 0.2s | 4.24 sym/s | Total: 17.2s | ETA: 6.8m
[2025-10-14T23:54:18.145778] [INFO ] [sig       ] [74/1812] Forecasting ALX...
[2025-10-14T23:54:18.145815] [INFO ] [sig       ] Generating forecast for: ALX
[2025-10-14T23:54:18.145882] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALX' from 'https://tdm.silogroup.org/data/derivative_storage/ALX.csv'.
[2025-10-14T23:54:18.154070] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALX'.
[2025-10-14T23:54:18.154354] [INFO ] [FORECASTER] Starting predict_future for ALX
[2025-10-14T23:54:18.178923] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:18.179617] [DEBUG] [LOCAL     ] No optimal features file found for ALX: ./output/feature-sets/ALX.txt
[2025-10-14T23:54:18.179695] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:18.179739] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:18.179768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:18.179829] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:18.196910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:18.197450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:18.197551] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:18.197615] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:18.232676] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:18.232832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:18.232872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:18.232902] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:18.236220] [DEBUG] [FORECASTER] ALX: Forecast T+1@11:T+2@11: UP (p=66.55%)
[2025-10-14T23:54:18.236479] [INFO ] [FORECASTER] Completed predict_future for ALX
[2025-10-14T23:54:18.236613] [INFO ] [sig       ] ALX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:18.381350] [INFO ] [LOCAL     ] Saved forecast: ALX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ALX.txt
[2025-10-14T23:54:18.381588] [INFO ] [sig       ] [74/1812] Completed ALX in 0.2s | 4.24 sym/s | Total: 17.5s | ETA: 6.8m
[2025-10-14T23:54:18.381632] [INFO ] [sig       ] [75/1812] Forecasting AM...
[2025-10-14T23:54:18.381737] [INFO ] [sig       ] Generating forecast for: AM
[2025-10-14T23:54:18.381778] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AM' from 'https://tdm.silogroup.org/data/derivative_storage/AM.csv'.
[2025-10-14T23:54:18.390349] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AM'.
[2025-10-14T23:54:18.390786] [INFO ] [FORECASTER] Starting predict_future for AM
[2025-10-14T23:54:18.415712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:18.416560] [DEBUG] [LOCAL     ] No optimal features file found for AM: ./output/feature-sets/AM.txt
[2025-10-14T23:54:18.416616] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:18.416683] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:18.416731] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:18.416793] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:18.434349] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:18.435016] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:18.435100] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:18.435136] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:18.469401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:18.469561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:18.469600] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:18.469631] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:18.473208] [DEBUG] [FORECASTER] AM: Forecast T+1@11:T+2@11: DOWN (p=8.89%)
[2025-10-14T23:54:18.473477] [INFO ] [FORECASTER] Completed predict_future for AM
[2025-10-14T23:54:18.473614] [INFO ] [sig       ] AM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:18.615235] [INFO ] [LOCAL     ] Saved forecast: AM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AM.txt
[2025-10-14T23:54:18.615443] [INFO ] [sig       ] [75/1812] Completed AM in 0.2s | 4.24 sym/s | Total: 17.7s | ETA: 6.8m
[2025-10-14T23:54:18.615484] [INFO ] [sig       ] [76/1812] Forecasting AMBC...
[2025-10-14T23:54:18.615515] [INFO ] [sig       ] Generating forecast for: AMBC
[2025-10-14T23:54:18.615551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMBC' from 'https://tdm.silogroup.org/data/derivative_storage/AMBC.csv'.
[2025-10-14T23:54:18.623879] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMBC'.
[2025-10-14T23:54:18.624220] [INFO ] [FORECASTER] Starting predict_future for AMBC
[2025-10-14T23:54:18.653409] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:18.654476] [DEBUG] [LOCAL     ] No optimal features file found for AMBC: ./output/feature-sets/AMBC.txt
[2025-10-14T23:54:18.654552] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:18.654603] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:18.654634] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:18.654744] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:18.679351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:18.680188] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:18.680269] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:18.680303] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:18.717799] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:18.717972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:18.718011] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:18.718041] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:18.722837] [DEBUG] [FORECASTER] AMBC: Forecast T+1@11:T+2@11: UP (p=98.90%)
[2025-10-14T23:54:18.723173] [INFO ] [FORECASTER] Completed predict_future for AMBC
[2025-10-14T23:54:18.723351] [INFO ] [sig       ] AMBC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:18.875904] [INFO ] [LOCAL     ] Saved forecast: AMBC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMBC.txt
[2025-10-14T23:54:18.876159] [INFO ] [sig       ] [76/1812] Completed AMBC in 0.3s | 4.23 sym/s | Total: 18.0s | ETA: 6.8m
[2025-10-14T23:54:18.876204] [INFO ] [sig       ] [77/1812] Forecasting AMBP...
[2025-10-14T23:54:18.876235] [INFO ] [sig       ] Generating forecast for: AMBP
[2025-10-14T23:54:18.876266] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMBP' from 'https://tdm.silogroup.org/data/derivative_storage/AMBP.csv'.
[2025-10-14T23:54:18.885496] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMBP'.
[2025-10-14T23:54:18.885889] [INFO ] [FORECASTER] Starting predict_future for AMBP
[2025-10-14T23:54:18.911529] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:18.912304] [DEBUG] [LOCAL     ] No optimal features file found for AMBP: ./output/feature-sets/AMBP.txt
[2025-10-14T23:54:18.912359] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:18.912393] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:18.912421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:18.912478] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:18.929590] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:18.930223] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:18.930304] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:18.930338] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:18.964563] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:18.964744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:18.964801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:18.964833] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:18.968193] [DEBUG] [FORECASTER] AMBP: Forecast T+1@11:T+2@11: DOWN (p=10.14%)
[2025-10-14T23:54:18.968458] [INFO ] [FORECASTER] Completed predict_future for AMBP
[2025-10-14T23:54:18.968593] [INFO ] [sig       ] AMBP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:19.106361] [INFO ] [LOCAL     ] Saved forecast: AMBP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMBP.txt
[2025-10-14T23:54:19.106585] [INFO ] [sig       ] [77/1812] Completed AMBP in 0.2s | 4.23 sym/s | Total: 18.2s | ETA: 6.8m
[2025-10-14T23:54:19.106628] [INFO ] [sig       ] [78/1812] Forecasting AMC...
[2025-10-14T23:54:19.106697] [INFO ] [sig       ] Generating forecast for: AMC
[2025-10-14T23:54:19.106742] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMC' from 'https://tdm.silogroup.org/data/derivative_storage/AMC.csv'.
[2025-10-14T23:54:19.115558] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMC'.
[2025-10-14T23:54:19.115910] [INFO ] [FORECASTER] Starting predict_future for AMC
[2025-10-14T23:54:19.143286] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:19.144453] [DEBUG] [LOCAL     ] No optimal features file found for AMC: ./output/feature-sets/AMC.txt
[2025-10-14T23:54:19.144532] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:19.144587] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:19.144635] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:19.144789] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:19.168866] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:19.169763] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:19.169856] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:19.169893] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:19.201138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:19.201317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:19.201382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:19.201415] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:19.205041] [DEBUG] [FORECASTER] AMC: Forecast T+1@11:T+2@11: UP (p=80.13%)
[2025-10-14T23:54:19.205329] [INFO ] [FORECASTER] Completed predict_future for AMC
[2025-10-14T23:54:19.205474] [INFO ] [sig       ] AMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:19.363350] [INFO ] [LOCAL     ] Saved forecast: AMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMC.txt
[2025-10-14T23:54:19.363601] [INFO ] [sig       ] [78/1812] Completed AMC in 0.3s | 4.23 sym/s | Total: 18.5s | ETA: 6.8m
[2025-10-14T23:54:19.363678] [INFO ] [sig       ] [79/1812] Forecasting AMCR...
[2025-10-14T23:54:19.363755] [INFO ] [sig       ] Generating forecast for: AMCR
[2025-10-14T23:54:19.363826] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMCR' from 'https://tdm.silogroup.org/data/derivative_storage/AMCR.csv'.
[2025-10-14T23:54:19.373033] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMCR'.
[2025-10-14T23:54:19.373480] [INFO ] [FORECASTER] Starting predict_future for AMCR
[2025-10-14T23:54:19.404545] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:19.405375] [DEBUG] [LOCAL     ] No optimal features file found for AMCR: ./output/feature-sets/AMCR.txt
[2025-10-14T23:54:19.405433] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:19.405468] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:19.405499] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:19.405559] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:19.427730] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:19.428534] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:19.428627] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:19.428701] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:19.470352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:19.470523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:19.470566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:19.470598] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:19.474289] [DEBUG] [FORECASTER] AMCR: Forecast T+1@11:T+2@11: UP (p=89.92%)
[2025-10-14T23:54:19.474765] [INFO ] [FORECASTER] Completed predict_future for AMCR
[2025-10-14T23:54:19.474969] [INFO ] [sig       ] AMCR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:19.624261] [INFO ] [LOCAL     ] Saved forecast: AMCR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMCR.txt
[2025-10-14T23:54:19.624471] [INFO ] [sig       ] [79/1812] Completed AMCR in 0.3s | 4.22 sym/s | Total: 18.7s | ETA: 6.8m
[2025-10-14T23:54:19.624514] [INFO ] [sig       ] [80/1812] Forecasting AME...
[2025-10-14T23:54:19.624544] [INFO ] [sig       ] Generating forecast for: AME
[2025-10-14T23:54:19.624574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AME' from 'https://tdm.silogroup.org/data/derivative_storage/AME.csv'.
[2025-10-14T23:54:19.632976] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AME'.
[2025-10-14T23:54:19.633217] [INFO ] [FORECASTER] Starting predict_future for AME
[2025-10-14T23:54:19.657526] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:19.658292] [DEBUG] [LOCAL     ] No optimal features file found for AME: ./output/feature-sets/AME.txt
[2025-10-14T23:54:19.658346] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:19.658379] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:19.658406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:19.658478] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:19.675500] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:19.676054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:19.676131] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:19.676165] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:19.712698] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:19.712843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:19.712891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:19.712927] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:19.716300] [DEBUG] [FORECASTER] AME: Forecast T+1@11:T+2@11: DOWN (p=8.24%)
[2025-10-14T23:54:19.716561] [INFO ] [FORECASTER] Completed predict_future for AME
[2025-10-14T23:54:19.716723] [INFO ] [sig       ] AME: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:19.855328] [INFO ] [LOCAL     ] Saved forecast: AME	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AME.txt
[2025-10-14T23:54:19.855564] [INFO ] [sig       ] [80/1812] Completed AME in 0.2s | 4.22 sym/s | Total: 18.9s | ETA: 6.8m
[2025-10-14T23:54:19.855606] [INFO ] [sig       ] [81/1812] Forecasting AMH...
[2025-10-14T23:54:19.855638] [INFO ] [sig       ] Generating forecast for: AMH
[2025-10-14T23:54:19.855719] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMH' from 'https://tdm.silogroup.org/data/derivative_storage/AMH.csv'.
[2025-10-14T23:54:19.864006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMH'.
[2025-10-14T23:54:19.864306] [INFO ] [FORECASTER] Starting predict_future for AMH
[2025-10-14T23:54:19.892902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:19.893682] [DEBUG] [LOCAL     ] No optimal features file found for AMH: ./output/feature-sets/AMH.txt
[2025-10-14T23:54:19.893739] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:19.893774] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:19.893802] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:19.893859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:19.910841] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:19.911423] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:19.911505] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:19.911539] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:19.948036] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:19.948174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:19.948218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:19.948278] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:19.951639] [DEBUG] [FORECASTER] AMH: Forecast T+1@11:T+2@11: DOWN (p=1.06%)
[2025-10-14T23:54:19.951943] [INFO ] [FORECASTER] Completed predict_future for AMH
[2025-10-14T23:54:19.952091] [INFO ] [sig       ] AMH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:20.090141] [INFO ] [LOCAL     ] Saved forecast: AMH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMH.txt
[2025-10-14T23:54:20.090356] [INFO ] [sig       ] [81/1812] Completed AMH in 0.2s | 4.22 sym/s | Total: 19.2s | ETA: 6.8m
[2025-10-14T23:54:20.090398] [INFO ] [sig       ] [82/1812] Forecasting AMN...
[2025-10-14T23:54:20.090429] [INFO ] [sig       ] Generating forecast for: AMN
[2025-10-14T23:54:20.090460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMN' from 'https://tdm.silogroup.org/data/derivative_storage/AMN.csv'.
[2025-10-14T23:54:20.099210] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMN'.
[2025-10-14T23:54:20.099517] [INFO ] [FORECASTER] Starting predict_future for AMN
[2025-10-14T23:54:20.123740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:20.124401] [DEBUG] [LOCAL     ] No optimal features file found for AMN: ./output/feature-sets/AMN.txt
[2025-10-14T23:54:20.124454] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:20.124487] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:20.124514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:20.124570] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:20.141563] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:20.142124] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:20.142201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:20.142234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:20.179075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:20.179229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:20.179269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:20.179298] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:20.182668] [DEBUG] [FORECASTER] AMN: Forecast T+1@11:T+2@11: DOWN (p=8.98%)
[2025-10-14T23:54:20.182943] [INFO ] [FORECASTER] Completed predict_future for AMN
[2025-10-14T23:54:20.183080] [INFO ] [sig       ] AMN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:20.321356] [INFO ] [LOCAL     ] Saved forecast: AMN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMN.txt
[2025-10-14T23:54:20.321568] [INFO ] [sig       ] [82/1812] Completed AMN in 0.2s | 4.22 sym/s | Total: 19.4s | ETA: 6.8m
[2025-10-14T23:54:20.321609] [INFO ] [sig       ] [83/1812] Forecasting AMP...
[2025-10-14T23:54:20.321640] [INFO ] [sig       ] Generating forecast for: AMP
[2025-10-14T23:54:20.321718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMP' from 'https://tdm.silogroup.org/data/derivative_storage/AMP.csv'.
[2025-10-14T23:54:20.330662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMP'.
[2025-10-14T23:54:20.330939] [INFO ] [FORECASTER] Starting predict_future for AMP
[2025-10-14T23:54:20.356375] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:20.357175] [DEBUG] [LOCAL     ] No optimal features file found for AMP: ./output/feature-sets/AMP.txt
[2025-10-14T23:54:20.357232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:20.357266] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:20.357296] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:20.357355] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:20.374607] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:20.375219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:20.375303] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:20.375336] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:20.411792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:20.411899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:20.411936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:20.411965] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:20.415091] [DEBUG] [FORECASTER] AMP: Forecast T+1@11:T+2@11: UP (p=85.72%)
[2025-10-14T23:54:20.415345] [INFO ] [FORECASTER] Completed predict_future for AMP
[2025-10-14T23:54:20.415479] [INFO ] [sig       ] AMP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:20.558430] [INFO ] [LOCAL     ] Saved forecast: AMP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMP.txt
[2025-10-14T23:54:20.558711] [INFO ] [sig       ] [83/1812] Completed AMP in 0.2s | 4.22 sym/s | Total: 19.6s | ETA: 6.8m
[2025-10-14T23:54:20.558772] [INFO ] [sig       ] [84/1812] Forecasting AMPX...
[2025-10-14T23:54:20.558805] [INFO ] [sig       ] Generating forecast for: AMPX
[2025-10-14T23:54:20.558836] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMPX' from 'https://tdm.silogroup.org/data/derivative_storage/AMPX.csv'.
[2025-10-14T23:54:20.568825] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMPX'.
[2025-10-14T23:54:20.569130] [INFO ] [FORECASTER] Starting predict_future for AMPX
[2025-10-14T23:54:20.593599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:20.594357] [DEBUG] [LOCAL     ] No optimal features file found for AMPX: ./output/feature-sets/AMPX.txt
[2025-10-14T23:54:20.594411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:20.594443] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:20.594471] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:20.594526] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:20.611633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:20.612201] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:20.612279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:20.612312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:20.649082] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:20.649184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:20.649221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:20.649342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:20.655287] [DEBUG] [FORECASTER] AMPX: Forecast T+1@11:T+2@11: DOWN (p=6.57%)
[2025-10-14T23:54:20.655542] [INFO ] [FORECASTER] Completed predict_future for AMPX
[2025-10-14T23:54:20.655703] [INFO ] [sig       ] AMPX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:20.794183] [INFO ] [LOCAL     ] Saved forecast: AMPX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMPX.txt
[2025-10-14T23:54:20.794400] [INFO ] [sig       ] [84/1812] Completed AMPX in 0.2s | 4.22 sym/s | Total: 19.9s | ETA: 6.8m
[2025-10-14T23:54:20.794442] [INFO ] [sig       ] [85/1812] Forecasting AMR...
[2025-10-14T23:54:20.794473] [INFO ] [sig       ] Generating forecast for: AMR
[2025-10-14T23:54:20.794504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMR' from 'https://tdm.silogroup.org/data/derivative_storage/AMR.csv'.
[2025-10-14T23:54:20.803484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMR'.
[2025-10-14T23:54:20.803773] [INFO ] [FORECASTER] Starting predict_future for AMR
[2025-10-14T23:54:20.828249] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:20.828964] [DEBUG] [LOCAL     ] No optimal features file found for AMR: ./output/feature-sets/AMR.txt
[2025-10-14T23:54:20.829018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:20.829050] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:20.829078] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:20.829134] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:20.845936] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:20.846521] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:20.846599] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:20.846633] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:20.883834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:20.883944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:20.883981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:20.884029] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:20.887179] [DEBUG] [FORECASTER] AMR: Forecast T+1@11:T+2@11: DOWN (p=34.56%)
[2025-10-14T23:54:20.887437] [INFO ] [FORECASTER] Completed predict_future for AMR
[2025-10-14T23:54:20.887565] [INFO ] [sig       ] AMR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:21.024399] [INFO ] [LOCAL     ] Saved forecast: AMR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMR.txt
[2025-10-14T23:54:21.024635] [INFO ] [sig       ] [85/1812] Completed AMR in 0.2s | 4.23 sym/s | Total: 20.1s | ETA: 6.8m
[2025-10-14T23:54:21.024717] [INFO ] [sig       ] [86/1812] Forecasting AMRC...
[2025-10-14T23:54:21.024754] [INFO ] [sig       ] Generating forecast for: AMRC
[2025-10-14T23:54:21.024786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMRC' from 'https://tdm.silogroup.org/data/derivative_storage/AMRC.csv'.
[2025-10-14T23:54:21.032896] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMRC'.
[2025-10-14T23:54:21.033178] [INFO ] [FORECASTER] Starting predict_future for AMRC
[2025-10-14T23:54:21.057698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:21.058417] [DEBUG] [LOCAL     ] No optimal features file found for AMRC: ./output/feature-sets/AMRC.txt
[2025-10-14T23:54:21.058472] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:21.058506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:21.058535] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:21.058592] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:21.075405] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:21.076089] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:21.076172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:21.076206] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:21.113687] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:21.113840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:21.113879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:21.113909] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:21.117217] [DEBUG] [FORECASTER] AMRC: Forecast T+1@11:T+2@11: UP (p=98.29%)
[2025-10-14T23:54:21.117479] [INFO ] [FORECASTER] Completed predict_future for AMRC
[2025-10-14T23:54:21.117618] [INFO ] [sig       ] AMRC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:21.263361] [INFO ] [LOCAL     ] Saved forecast: AMRC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMRC.txt
[2025-10-14T23:54:21.263617] [INFO ] [sig       ] [86/1812] Completed AMRC in 0.2s | 4.23 sym/s | Total: 20.4s | ETA: 6.8m
[2025-10-14T23:54:21.263697] [INFO ] [sig       ] [87/1812] Forecasting AMT...
[2025-10-14T23:54:21.263743] [INFO ] [sig       ] Generating forecast for: AMT
[2025-10-14T23:54:21.263776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMT' from 'https://tdm.silogroup.org/data/derivative_storage/AMT.csv'.
[2025-10-14T23:54:21.272488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMT'.
[2025-10-14T23:54:21.272852] [INFO ] [FORECASTER] Starting predict_future for AMT
[2025-10-14T23:54:21.298822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:21.299561] [DEBUG] [LOCAL     ] No optimal features file found for AMT: ./output/feature-sets/AMT.txt
[2025-10-14T23:54:21.299617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:21.299679] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:21.299727] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:21.299806] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:21.318196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:21.318899] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:21.318983] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:21.319016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:21.354825] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:21.354922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:21.354959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:21.354987] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:21.358128] [DEBUG] [FORECASTER] AMT: Forecast T+1@11:T+2@11: UP (p=92.82%)
[2025-10-14T23:54:21.358389] [INFO ] [FORECASTER] Completed predict_future for AMT
[2025-10-14T23:54:21.358523] [INFO ] [sig       ] AMT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:21.495272] [INFO ] [LOCAL     ] Saved forecast: AMT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMT.txt
[2025-10-14T23:54:21.495497] [INFO ] [sig       ] [87/1812] Completed AMT in 0.2s | 4.23 sym/s | Total: 20.6s | ETA: 6.8m
[2025-10-14T23:54:21.495584] [INFO ] [sig       ] [88/1812] Forecasting AMTB...
[2025-10-14T23:54:21.495624] [INFO ] [sig       ] Generating forecast for: AMTB
[2025-10-14T23:54:21.495692] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMTB' from 'https://tdm.silogroup.org/data/derivative_storage/AMTB.csv'.
[2025-10-14T23:54:21.504908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMTB'.
[2025-10-14T23:54:21.505282] [INFO ] [FORECASTER] Starting predict_future for AMTB
[2025-10-14T23:54:21.530536] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:21.531386] [DEBUG] [LOCAL     ] No optimal features file found for AMTB: ./output/feature-sets/AMTB.txt
[2025-10-14T23:54:21.531441] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:21.531476] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:21.531504] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:21.531560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:21.548751] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:21.549298] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:21.549378] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:21.549410] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:21.582996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:21.583072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:21.583108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:21.583136] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:21.586099] [DEBUG] [FORECASTER] AMTB: Forecast T+1@11:T+2@11: UP (p=88.67%)
[2025-10-14T23:54:21.586345] [INFO ] [FORECASTER] Completed predict_future for AMTB
[2025-10-14T23:54:21.586476] [INFO ] [sig       ] AMTB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:21.723705] [INFO ] [LOCAL     ] Saved forecast: AMTB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMTB.txt
[2025-10-14T23:54:21.723912] [INFO ] [sig       ] [88/1812] Completed AMTB in 0.2s | 4.23 sym/s | Total: 20.8s | ETA: 6.8m
[2025-10-14T23:54:21.723955] [INFO ] [sig       ] [89/1812] Forecasting AMTD...
[2025-10-14T23:54:21.723985] [INFO ] [sig       ] Generating forecast for: AMTD
[2025-10-14T23:54:21.724017] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMTD' from 'https://tdm.silogroup.org/data/derivative_storage/AMTD.csv'.
[2025-10-14T23:54:21.732345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMTD'.
[2025-10-14T23:54:21.732609] [INFO ] [FORECASTER] Starting predict_future for AMTD
[2025-10-14T23:54:21.756994] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:21.757671] [DEBUG] [LOCAL     ] No optimal features file found for AMTD: ./output/feature-sets/AMTD.txt
[2025-10-14T23:54:21.757728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:21.757762] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:21.757790] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:21.757846] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:21.775041] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:21.775553] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:21.775629] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:21.775698] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:21.807731] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:21.807814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:21.807850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:21.807878] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:21.810930] [DEBUG] [FORECASTER] AMTD: Forecast T+1@11:T+2@11: UP (p=88.65%)
[2025-10-14T23:54:21.811176] [INFO ] [FORECASTER] Completed predict_future for AMTD
[2025-10-14T23:54:21.811298] [INFO ] [sig       ] AMTD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:21.947790] [INFO ] [LOCAL     ] Saved forecast: AMTD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMTD.txt
[2025-10-14T23:54:21.947983] [INFO ] [sig       ] [89/1812] Completed AMTD in 0.2s | 4.23 sym/s | Total: 21.0s | ETA: 6.8m
[2025-10-14T23:54:21.948026] [INFO ] [sig       ] [90/1812] Forecasting AMWL...
[2025-10-14T23:54:21.948083] [INFO ] [sig       ] Generating forecast for: AMWL
[2025-10-14T23:54:21.948138] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMWL' from 'https://tdm.silogroup.org/data/derivative_storage/AMWL.csv'.
[2025-10-14T23:54:21.956621] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMWL'.
[2025-10-14T23:54:21.956901] [INFO ] [FORECASTER] Starting predict_future for AMWL
[2025-10-14T23:54:21.981308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:21.982006] [DEBUG] [LOCAL     ] No optimal features file found for AMWL: ./output/feature-sets/AMWL.txt
[2025-10-14T23:54:21.982059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:21.982092] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:21.982119] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:21.982175] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:21.999091] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:21.999599] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:21.999700] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:21.999751] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:22.032280] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:22.032362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:22.032396] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:22.032424] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:22.035412] [DEBUG] [FORECASTER] AMWL: Forecast T+1@11:T+2@11: DOWN (p=0.62%)
[2025-10-14T23:54:22.035682] [INFO ] [FORECASTER] Completed predict_future for AMWL
[2025-10-14T23:54:22.035825] [INFO ] [sig       ] AMWL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:22.172210] [INFO ] [LOCAL     ] Saved forecast: AMWL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AMWL.txt
[2025-10-14T23:54:22.172417] [INFO ] [sig       ] [90/1812] Completed AMWL in 0.2s | 4.23 sym/s | Total: 21.3s | ETA: 6.8m
[2025-10-14T23:54:22.172458] [INFO ] [sig       ] [91/1812] Forecasting AMX...
[2025-10-14T23:54:22.172489] [INFO ] [sig       ] Generating forecast for: AMX
[2025-10-14T23:54:22.172520] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMX' from 'https://tdm.silogroup.org/data/derivative_storage/AMX.csv'.
[2025-10-14T23:54:22.181003] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMX'.
[2025-10-14T23:54:22.181262] [INFO ] [FORECASTER] Starting predict_future for AMX
[2025-10-14T23:54:22.205680] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:22.206348] [DEBUG] [LOCAL     ] No optimal features file found for AMX: ./output/feature-sets/AMX.txt
[2025-10-14T23:54:22.206401] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:22.206435] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:22.206462] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:22.206519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:22.223757] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:22.224272] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:22.224349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:22.224382] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:22.256722] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:22.256802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:22.256838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:22.256866] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:22.259902] [DEBUG] [FORECASTER] AMX: Forecast T+1@11:T+2@11: UP (p=96.92%)
[2025-10-14T23:54:22.260146] [INFO ] [FORECASTER] Completed predict_future for AMX
[2025-10-14T23:54:22.260271] [INFO ] [sig       ] AMX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:22.396716] [INFO ] [LOCAL     ] Saved forecast: AMX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AMX.txt
[2025-10-14T23:54:22.396915] [INFO ] [sig       ] [91/1812] Completed AMX in 0.2s | 4.24 sym/s | Total: 21.5s | ETA: 6.8m
[2025-10-14T23:54:22.396958] [INFO ] [sig       ] [92/1812] Forecasting AN...
[2025-10-14T23:54:22.396989] [INFO ] [sig       ] Generating forecast for: AN
[2025-10-14T23:54:22.397020] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AN' from 'https://tdm.silogroup.org/data/derivative_storage/AN.csv'.
[2025-10-14T23:54:22.405623] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AN'.
[2025-10-14T23:54:22.405908] [INFO ] [FORECASTER] Starting predict_future for AN
[2025-10-14T23:54:22.430280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:22.430982] [DEBUG] [LOCAL     ] No optimal features file found for AN: ./output/feature-sets/AN.txt
[2025-10-14T23:54:22.431036] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:22.431069] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:22.431097] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:22.431152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:22.447937] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:22.448482] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:22.448560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:22.448593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:22.480878] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:22.480959] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:22.480994] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:22.481043] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:22.484003] [DEBUG] [FORECASTER] AN: Forecast T+1@11:T+2@11: UP (p=81.22%)
[2025-10-14T23:54:22.484245] [INFO ] [FORECASTER] Completed predict_future for AN
[2025-10-14T23:54:22.484372] [INFO ] [sig       ] AN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:22.624406] [INFO ] [LOCAL     ] Saved forecast: AN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AN.txt
[2025-10-14T23:54:22.624622] [INFO ] [sig       ] [92/1812] Completed AN in 0.2s | 4.24 sym/s | Total: 21.7s | ETA: 6.8m
[2025-10-14T23:54:22.624696] [INFO ] [sig       ] [93/1812] Forecasting ANET...
[2025-10-14T23:54:22.624740] [INFO ] [sig       ] Generating forecast for: ANET
[2025-10-14T23:54:22.624773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANET' from 'https://tdm.silogroup.org/data/derivative_storage/ANET.csv'.
[2025-10-14T23:54:22.634588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANET'.
[2025-10-14T23:54:22.635030] [INFO ] [FORECASTER] Starting predict_future for ANET
[2025-10-14T23:54:22.660151] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:22.660941] [DEBUG] [LOCAL     ] No optimal features file found for ANET: ./output/feature-sets/ANET.txt
[2025-10-14T23:54:22.660995] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:22.661029] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:22.661057] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:22.661113] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:22.678277] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:22.678961] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:22.679048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:22.679081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:22.714337] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:22.714520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:22.714561] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:22.714590] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:22.718077] [DEBUG] [FORECASTER] ANET: Forecast T+1@11:T+2@11: UP (p=85.88%)
[2025-10-14T23:54:22.718365] [INFO ] [FORECASTER] Completed predict_future for ANET
[2025-10-14T23:54:22.718505] [INFO ] [sig       ] ANET: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:22.857689] [INFO ] [LOCAL     ] Saved forecast: ANET	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ANET.txt
[2025-10-14T23:54:22.857958] [INFO ] [sig       ] [93/1812] Completed ANET in 0.2s | 4.24 sym/s | Total: 21.9s | ETA: 6.8m
[2025-10-14T23:54:22.858003] [INFO ] [sig       ] [94/1812] Forecasting ANF...
[2025-10-14T23:54:22.858033] [INFO ] [sig       ] Generating forecast for: ANF
[2025-10-14T23:54:22.858097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANF' from 'https://tdm.silogroup.org/data/derivative_storage/ANF.csv'.
[2025-10-14T23:54:22.866877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANF'.
[2025-10-14T23:54:22.867243] [INFO ] [FORECASTER] Starting predict_future for ANF
[2025-10-14T23:54:22.892349] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:22.893186] [DEBUG] [LOCAL     ] No optimal features file found for ANF: ./output/feature-sets/ANF.txt
[2025-10-14T23:54:22.893243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:22.893277] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:22.893305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:22.893422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:22.910346] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:22.911097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:22.911183] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:22.911218] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:22.946304] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:22.946493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:22.946534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:22.946563] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:22.950127] [DEBUG] [FORECASTER] ANF: Forecast T+1@11:T+2@11: UP (p=51.80%)
[2025-10-14T23:54:22.950405] [INFO ] [FORECASTER] Completed predict_future for ANF
[2025-10-14T23:54:22.950552] [INFO ] [sig       ] ANF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:23.087253] [INFO ] [LOCAL     ] Saved forecast: ANF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ANF.txt
[2025-10-14T23:54:23.087467] [INFO ] [sig       ] [94/1812] Completed ANF in 0.2s | 4.24 sym/s | Total: 22.2s | ETA: 6.8m
[2025-10-14T23:54:23.087510] [INFO ] [sig       ] [95/1812] Forecasting ANRO...
[2025-10-14T23:54:23.087541] [INFO ] [sig       ] Generating forecast for: ANRO
[2025-10-14T23:54:23.087572] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANRO' from 'https://tdm.silogroup.org/data/derivative_storage/ANRO.csv'.
[2025-10-14T23:54:23.095478] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANRO'.
[2025-10-14T23:54:23.095764] [INFO ] [FORECASTER] Starting predict_future for ANRO
[2025-10-14T23:54:23.120195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:23.120934] [DEBUG] [LOCAL     ] No optimal features file found for ANRO: ./output/feature-sets/ANRO.txt
[2025-10-14T23:54:23.120988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:23.121020] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:23.121048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:23.121104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:23.138087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:23.138623] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:23.138730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:23.138770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:23.173375] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:23.173483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:23.173519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:23.173548] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:23.176721] [DEBUG] [FORECASTER] ANRO: Forecast T+1@11:T+2@11: DOWN (p=26.28%)
[2025-10-14T23:54:23.176979] [INFO ] [FORECASTER] Completed predict_future for ANRO
[2025-10-14T23:54:23.177113] [INFO ] [sig       ] ANRO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:23.319740] [INFO ] [LOCAL     ] Saved forecast: ANRO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ANRO.txt
[2025-10-14T23:54:23.319951] [INFO ] [sig       ] [95/1812] Completed ANRO in 0.2s | 4.24 sym/s | Total: 22.4s | ETA: 6.7m
[2025-10-14T23:54:23.319993] [INFO ] [sig       ] [96/1812] Forecasting ANVS...
[2025-10-14T23:54:23.320024] [INFO ] [sig       ] Generating forecast for: ANVS
[2025-10-14T23:54:23.320055] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANVS' from 'https://tdm.silogroup.org/data/derivative_storage/ANVS.csv'.
[2025-10-14T23:54:23.328671] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANVS'.
[2025-10-14T23:54:23.328937] [INFO ] [FORECASTER] Starting predict_future for ANVS
[2025-10-14T23:54:23.354138] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:23.354861] [DEBUG] [LOCAL     ] No optimal features file found for ANVS: ./output/feature-sets/ANVS.txt
[2025-10-14T23:54:23.354917] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:23.354954] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:23.354984] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:23.355044] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:23.372913] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:23.373447] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:23.373526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:23.373561] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:23.407636] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:23.407733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:23.407770] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:23.407800] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:23.410938] [DEBUG] [FORECASTER] ANVS: Forecast T+1@11:T+2@11: DOWN (p=8.10%)
[2025-10-14T23:54:23.411188] [INFO ] [FORECASTER] Completed predict_future for ANVS
[2025-10-14T23:54:23.411326] [INFO ] [sig       ] ANVS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:23.551898] [INFO ] [LOCAL     ] Saved forecast: ANVS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ANVS.txt
[2025-10-14T23:54:23.552302] [INFO ] [sig       ] [96/1812] Completed ANVS in 0.2s | 4.24 sym/s | Total: 22.6s | ETA: 6.7m
[2025-10-14T23:54:23.552344] [INFO ] [sig       ] [97/1812] Forecasting AOD...
[2025-10-14T23:54:23.552375] [INFO ] [sig       ] Generating forecast for: AOD
[2025-10-14T23:54:23.552407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOD' from 'https://tdm.silogroup.org/data/derivative_storage/AOD.csv'.
[2025-10-14T23:54:23.560303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOD'.
[2025-10-14T23:54:23.560571] [INFO ] [FORECASTER] Starting predict_future for AOD
[2025-10-14T23:54:23.586063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:23.586788] [DEBUG] [LOCAL     ] No optimal features file found for AOD: ./output/feature-sets/AOD.txt
[2025-10-14T23:54:23.586843] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:23.586877] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:23.586907] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:23.586971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:23.605195] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:23.605803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:23.605884] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:23.605920] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:23.646361] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:23.646446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:23.646510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:23.646539] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:23.651936] [DEBUG] [FORECASTER] AOD: Forecast T+1@11:T+2@11: UP (p=89.12%)
[2025-10-14T23:54:23.652187] [INFO ] [FORECASTER] Completed predict_future for AOD
[2025-10-14T23:54:23.652324] [INFO ] [sig       ] AOD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:23.794605] [INFO ] [LOCAL     ] Saved forecast: AOD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AOD.txt
[2025-10-14T23:54:23.794831] [INFO ] [sig       ] [97/1812] Completed AOD in 0.2s | 4.24 sym/s | Total: 22.9s | ETA: 6.7m
[2025-10-14T23:54:23.794891] [INFO ] [sig       ] [98/1812] Forecasting AOMR...
[2025-10-14T23:54:23.794924] [INFO ] [sig       ] Generating forecast for: AOMR
[2025-10-14T23:54:23.794955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOMR' from 'https://tdm.silogroup.org/data/derivative_storage/AOMR.csv'.
[2025-10-14T23:54:23.803388] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOMR'.
[2025-10-14T23:54:23.803695] [INFO ] [FORECASTER] Starting predict_future for AOMR
[2025-10-14T23:54:23.829259] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:23.829988] [DEBUG] [LOCAL     ] No optimal features file found for AOMR: ./output/feature-sets/AOMR.txt
[2025-10-14T23:54:23.830045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:23.830081] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:23.830112] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:23.830171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:23.848296] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:23.848879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:23.848964] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:23.849000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:23.881736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:23.881828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:23.881864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:23.881896] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:23.884957] [DEBUG] [FORECASTER] AOMR: Forecast T+1@11:T+2@11: UP (p=92.44%)
[2025-10-14T23:54:23.885211] [INFO ] [FORECASTER] Completed predict_future for AOMR
[2025-10-14T23:54:23.885338] [INFO ] [sig       ] AOMR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:24.026438] [INFO ] [LOCAL     ] Saved forecast: AOMR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AOMR.txt
[2025-10-14T23:54:24.026629] [INFO ] [sig       ] [98/1812] Completed AOMR in 0.2s | 4.24 sym/s | Total: 23.1s | ETA: 6.7m
[2025-10-14T23:54:24.026705] [INFO ] [sig       ] [99/1812] Forecasting AON...
[2025-10-14T23:54:24.026747] [INFO ] [sig       ] Generating forecast for: AON
[2025-10-14T23:54:24.026780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AON' from 'https://tdm.silogroup.org/data/derivative_storage/AON.csv'.
[2025-10-14T23:54:24.035332] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AON'.
[2025-10-14T23:54:24.035589] [INFO ] [FORECASTER] Starting predict_future for AON
[2025-10-14T23:54:24.060114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:24.060810] [DEBUG] [LOCAL     ] No optimal features file found for AON: ./output/feature-sets/AON.txt
[2025-10-14T23:54:24.060865] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:24.060899] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:24.060926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:24.060982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:24.078314] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:24.078878] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:24.078957] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:24.078992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:24.111443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:24.111538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:24.111575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:24.111622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:24.114666] [DEBUG] [FORECASTER] AON: Forecast T+1@11:T+2@11: DOWN (p=3.13%)
[2025-10-14T23:54:24.114923] [INFO ] [FORECASTER] Completed predict_future for AON
[2025-10-14T23:54:24.115051] [INFO ] [sig       ] AON: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:24.263587] [INFO ] [LOCAL     ] Saved forecast: AON	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AON.txt
[2025-10-14T23:54:24.263910] [INFO ] [sig       ] [99/1812] Completed AON in 0.2s | 4.24 sym/s | Total: 23.4s | ETA: 6.7m
[2025-10-14T23:54:24.263961] [INFO ] [sig       ] [100/1812] Forecasting AORT...
[2025-10-14T23:54:24.263993] [INFO ] [sig       ] Generating forecast for: AORT
[2025-10-14T23:54:24.264025] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AORT' from 'https://tdm.silogroup.org/data/derivative_storage/AORT.csv'.
[2025-10-14T23:54:24.274488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AORT'.
[2025-10-14T23:54:24.274907] [INFO ] [FORECASTER] Starting predict_future for AORT
[2025-10-14T23:54:24.302747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:24.303517] [DEBUG] [LOCAL     ] No optimal features file found for AORT: ./output/feature-sets/AORT.txt
[2025-10-14T23:54:24.303572] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:24.303606] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:24.303635] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:24.303736] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:24.321884] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:24.322519] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:24.322599] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:24.322633] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:24.362930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:24.363068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:24.363108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:24.363137] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:24.366661] [DEBUG] [FORECASTER] AORT: Forecast T+1@11:T+2@11: DOWN (p=10.10%)
[2025-10-14T23:54:24.366936] [INFO ] [FORECASTER] Completed predict_future for AORT
[2025-10-14T23:54:24.367076] [INFO ] [sig       ] AORT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:24.514313] [INFO ] [LOCAL     ] Saved forecast: AORT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AORT.txt
[2025-10-14T23:54:24.514556] [INFO ] [sig       ] [100/1812] Completed AORT in 0.3s | 4.24 sym/s | Total: 23.6s | ETA: 6.7m
[2025-10-14T23:54:24.514602] [INFO ] [sig       ] [101/1812] Forecasting AOS...
[2025-10-14T23:54:24.514633] [INFO ] [sig       ] Generating forecast for: AOS
[2025-10-14T23:54:24.514706] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOS' from 'https://tdm.silogroup.org/data/derivative_storage/AOS.csv'.
[2025-10-14T23:54:24.523386] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOS'.
[2025-10-14T23:54:24.523724] [INFO ] [FORECASTER] Starting predict_future for AOS
[2025-10-14T23:54:24.548431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:24.549149] [DEBUG] [LOCAL     ] No optimal features file found for AOS: ./output/feature-sets/AOS.txt
[2025-10-14T23:54:24.549203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:24.549235] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:24.549262] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:24.549319] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:24.566512] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:24.567065] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:24.567146] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:24.567181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:24.600218] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:24.600300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:24.600334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:24.600362] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:24.603361] [DEBUG] [FORECASTER] AOS: Forecast T+1@11:T+2@11: UP (p=86.25%)
[2025-10-14T23:54:24.603608] [INFO ] [FORECASTER] Completed predict_future for AOS
[2025-10-14T23:54:24.603779] [INFO ] [sig       ] AOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:24.741214] [INFO ] [LOCAL     ] Saved forecast: AOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AOS.txt
[2025-10-14T23:54:24.741455] [INFO ] [sig       ] [101/1812] Completed AOS in 0.2s | 4.24 sym/s | Total: 23.8s | ETA: 6.7m
[2025-10-14T23:54:24.741497] [INFO ] [sig       ] [102/1812] Forecasting AP...
[2025-10-14T23:54:24.741527] [INFO ] [sig       ] Generating forecast for: AP
[2025-10-14T23:54:24.741559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AP' from 'https://tdm.silogroup.org/data/derivative_storage/AP.csv'.
[2025-10-14T23:54:24.750636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AP'.
[2025-10-14T23:54:24.750920] [INFO ] [FORECASTER] Starting predict_future for AP
[2025-10-14T23:54:24.775242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:24.775938] [DEBUG] [LOCAL     ] No optimal features file found for AP: ./output/feature-sets/AP.txt
[2025-10-14T23:54:24.775992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:24.776025] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:24.776053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:24.776110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:24.793051] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:24.793566] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:24.793664] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:24.793718] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:24.825991] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:24.826072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:24.826107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:24.826135] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:24.829093] [DEBUG] [FORECASTER] AP: Forecast T+1@11:T+2@11: UP (p=96.99%)
[2025-10-14T23:54:24.829340] [INFO ] [FORECASTER] Completed predict_future for AP
[2025-10-14T23:54:24.829466] [INFO ] [sig       ] AP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:24.965784] [INFO ] [LOCAL     ] Saved forecast: AP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AP.txt
[2025-10-14T23:54:24.965977] [INFO ] [sig       ] [102/1812] Completed AP in 0.2s | 4.24 sym/s | Total: 24.1s | ETA: 6.7m
[2025-10-14T23:54:24.966019] [INFO ] [sig       ] [103/1812] Forecasting APAM...
[2025-10-14T23:54:24.966050] [INFO ] [sig       ] Generating forecast for: APAM
[2025-10-14T23:54:24.966080] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APAM' from 'https://tdm.silogroup.org/data/derivative_storage/APAM.csv'.
[2025-10-14T23:54:24.974134] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APAM'.
[2025-10-14T23:54:24.974391] [INFO ] [FORECASTER] Starting predict_future for APAM
[2025-10-14T23:54:24.998616] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:24.999315] [DEBUG] [LOCAL     ] No optimal features file found for APAM: ./output/feature-sets/APAM.txt
[2025-10-14T23:54:24.999368] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:24.999401] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:24.999429] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:24.999486] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:25.016350] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:25.016914] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:25.016991] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:25.017025] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:25.048940] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:25.049019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:25.049053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:25.049082] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:25.052005] [DEBUG] [FORECASTER] APAM: Forecast T+1@11:T+2@11: UP (p=75.41%)
[2025-10-14T23:54:25.052255] [INFO ] [FORECASTER] Completed predict_future for APAM
[2025-10-14T23:54:25.052384] [INFO ] [sig       ] APAM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:25.189382] [INFO ] [LOCAL     ] Saved forecast: APAM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/APAM.txt
[2025-10-14T23:54:25.189576] [INFO ] [sig       ] [103/1812] Completed APAM in 0.2s | 4.24 sym/s | Total: 24.3s | ETA: 6.7m
[2025-10-14T23:54:25.189617] [INFO ] [sig       ] [104/1812] Forecasting APD...
[2025-10-14T23:54:25.189675] [INFO ] [sig       ] Generating forecast for: APD
[2025-10-14T23:54:25.189727] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APD' from 'https://tdm.silogroup.org/data/derivative_storage/APD.csv'.
[2025-10-14T23:54:25.197617] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APD'.
[2025-10-14T23:54:25.197919] [INFO ] [FORECASTER] Starting predict_future for APD
[2025-10-14T23:54:25.222314] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:25.223024] [DEBUG] [LOCAL     ] No optimal features file found for APD: ./output/feature-sets/APD.txt
[2025-10-14T23:54:25.223078] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:25.223111] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:25.223139] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:25.223201] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:25.240119] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:25.240628] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:25.240729] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:25.240767] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:25.275288] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:25.275417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:25.275454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:25.275483] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:25.282441] [DEBUG] [FORECASTER] APD: Forecast T+1@11:T+2@11: DOWN (p=41.06%)
[2025-10-14T23:54:25.282809] [INFO ] [FORECASTER] Completed predict_future for APD
[2025-10-14T23:54:25.282969] [INFO ] [sig       ] APD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:25.421212] [INFO ] [LOCAL     ] Saved forecast: APD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/APD.txt
[2025-10-14T23:54:25.421447] [INFO ] [sig       ] [104/1812] Completed APD in 0.2s | 4.24 sym/s | Total: 24.5s | ETA: 6.7m
[2025-10-14T23:54:25.421522] [INFO ] [sig       ] [105/1812] Forecasting APG...
[2025-10-14T23:54:25.421557] [INFO ] [sig       ] Generating forecast for: APG
[2025-10-14T23:54:25.421589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APG' from 'https://tdm.silogroup.org/data/derivative_storage/APG.csv'.
[2025-10-14T23:54:25.429922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APG'.
[2025-10-14T23:54:25.430186] [INFO ] [FORECASTER] Starting predict_future for APG
[2025-10-14T23:54:25.455099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:25.455815] [DEBUG] [LOCAL     ] No optimal features file found for APG: ./output/feature-sets/APG.txt
[2025-10-14T23:54:25.455871] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:25.455905] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:25.455934] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:25.455993] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:25.473309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:25.473913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:25.473994] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:25.474029] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:25.509462] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:25.509540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:25.509579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:25.509607] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:25.512562] [DEBUG] [FORECASTER] APG: Forecast T+1@11:T+2@11: UP (p=91.86%)
[2025-10-14T23:54:25.512837] [INFO ] [FORECASTER] Completed predict_future for APG
[2025-10-14T23:54:25.512980] [INFO ] [sig       ] APG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:25.649538] [INFO ] [LOCAL     ] Saved forecast: APG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/APG.txt
[2025-10-14T23:54:25.649746] [INFO ] [sig       ] [105/1812] Completed APG in 0.2s | 4.24 sym/s | Total: 24.7s | ETA: 6.7m
[2025-10-14T23:54:25.649806] [INFO ] [sig       ] [106/1812] Forecasting APLE...
[2025-10-14T23:54:25.649838] [INFO ] [sig       ] Generating forecast for: APLE
[2025-10-14T23:54:25.649869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APLE' from 'https://tdm.silogroup.org/data/derivative_storage/APLE.csv'.
[2025-10-14T23:54:25.658288] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APLE'.
[2025-10-14T23:54:25.658542] [INFO ] [FORECASTER] Starting predict_future for APLE
[2025-10-14T23:54:25.682897] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:25.683567] [DEBUG] [LOCAL     ] No optimal features file found for APLE: ./output/feature-sets/APLE.txt
[2025-10-14T23:54:25.683620] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:25.683682] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:25.683728] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:25.683787] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:25.700755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:25.701270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:25.701345] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:25.701378] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:25.740423] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:25.740568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:25.740606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:25.740636] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:25.744098] [DEBUG] [FORECASTER] APLE: Forecast T+1@11:T+2@11: UP (p=97.82%)
[2025-10-14T23:54:25.744355] [INFO ] [FORECASTER] Completed predict_future for APLE
[2025-10-14T23:54:25.744483] [INFO ] [sig       ] APLE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:25.881620] [INFO ] [LOCAL     ] Saved forecast: APLE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/APLE.txt
[2025-10-14T23:54:25.881847] [INFO ] [sig       ] [106/1812] Completed APLE in 0.2s | 4.25 sym/s | Total: 25.0s | ETA: 6.7m
[2025-10-14T23:54:25.881893] [INFO ] [sig       ] [107/1812] Forecasting APO...
[2025-10-14T23:54:25.881924] [INFO ] [sig       ] Generating forecast for: APO
[2025-10-14T23:54:25.881955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APO' from 'https://tdm.silogroup.org/data/derivative_storage/APO.csv'.
[2025-10-14T23:54:25.890366] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APO'.
[2025-10-14T23:54:25.890623] [INFO ] [FORECASTER] Starting predict_future for APO
[2025-10-14T23:54:25.919856] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:25.921562] [DEBUG] [LOCAL     ] No optimal features file found for APO: ./output/feature-sets/APO.txt
[2025-10-14T23:54:25.921619] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:25.921685] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:25.921834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:25.921901] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:25.938940] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:25.939458] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:25.939535] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:25.939567] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:25.976630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:25.976727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:25.976766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:25.976795] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:25.979833] [DEBUG] [FORECASTER] APO: Forecast T+1@11:T+2@11: DOWN (p=10.05%)
[2025-10-14T23:54:25.980078] [INFO ] [FORECASTER] Completed predict_future for APO
[2025-10-14T23:54:25.980199] [INFO ] [sig       ] APO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:26.116996] [INFO ] [LOCAL     ] Saved forecast: APO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/APO.txt
[2025-10-14T23:54:26.117189] [INFO ] [sig       ] [107/1812] Completed APO in 0.2s | 4.25 sym/s | Total: 25.2s | ETA: 6.7m
[2025-10-14T23:54:26.117231] [INFO ] [sig       ] [108/1812] Forecasting APTV...
[2025-10-14T23:54:26.117262] [INFO ] [sig       ] Generating forecast for: APTV
[2025-10-14T23:54:26.117292] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APTV' from 'https://tdm.silogroup.org/data/derivative_storage/APTV.csv'.
[2025-10-14T23:54:26.126670] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APTV'.
[2025-10-14T23:54:26.126940] [INFO ] [FORECASTER] Starting predict_future for APTV
[2025-10-14T23:54:26.151244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:26.151935] [DEBUG] [LOCAL     ] No optimal features file found for APTV: ./output/feature-sets/APTV.txt
[2025-10-14T23:54:26.151988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:26.152020] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:26.152048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:26.152104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:26.168991] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:26.169541] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:26.169617] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:26.169679] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:26.205424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:26.205495] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:26.205530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:26.205557] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:26.208541] [DEBUG] [FORECASTER] APTV: Forecast T+1@11:T+2@11: UP (p=96.11%)
[2025-10-14T23:54:26.208830] [INFO ] [FORECASTER] Completed predict_future for APTV
[2025-10-14T23:54:26.208972] [INFO ] [sig       ] APTV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:26.345745] [INFO ] [LOCAL     ] Saved forecast: APTV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/APTV.txt
[2025-10-14T23:54:26.345922] [INFO ] [sig       ] [108/1812] Completed APTV in 0.2s | 4.25 sym/s | Total: 25.4s | ETA: 6.7m
[2025-10-14T23:54:26.345963] [INFO ] [sig       ] [109/1812] Forecasting AQNB...
[2025-10-14T23:54:26.345998] [INFO ] [sig       ] Generating forecast for: AQNB
[2025-10-14T23:54:26.346030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AQNB' from 'https://tdm.silogroup.org/data/derivative_storage/AQNB.csv'.
[2025-10-14T23:54:26.354342] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AQNB'.
[2025-10-14T23:54:26.354581] [INFO ] [FORECASTER] Starting predict_future for AQNB
[2025-10-14T23:54:26.378984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:26.379634] [DEBUG] [LOCAL     ] No optimal features file found for AQNB: ./output/feature-sets/AQNB.txt
[2025-10-14T23:54:26.379714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:26.379751] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:26.379779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:26.379837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:26.396437] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:26.396985] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:26.397062] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:26.397095] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:26.431847] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:26.431918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:26.431953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:26.431981] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:26.434905] [DEBUG] [FORECASTER] AQNB: Forecast T+1@11:T+2@11: UP (p=57.21%)
[2025-10-14T23:54:26.435146] [INFO ] [FORECASTER] Completed predict_future for AQNB
[2025-10-14T23:54:26.435279] [INFO ] [sig       ] AQNB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:26.575710] [INFO ] [LOCAL     ] Saved forecast: AQNB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AQNB.txt
[2025-10-14T23:54:26.575898] [INFO ] [sig       ] [109/1812] Completed AQNB in 0.2s | 4.25 sym/s | Total: 25.7s | ETA: 6.7m
[2025-10-14T23:54:26.575941] [INFO ] [sig       ] [110/1812] Forecasting AR...
[2025-10-14T23:54:26.575972] [INFO ] [sig       ] Generating forecast for: AR
[2025-10-14T23:54:26.576004] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AR' from 'https://tdm.silogroup.org/data/derivative_storage/AR.csv'.
[2025-10-14T23:54:26.584494] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AR'.
[2025-10-14T23:54:26.584890] [INFO ] [FORECASTER] Starting predict_future for AR
[2025-10-14T23:54:26.609318] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:26.610030] [DEBUG] [LOCAL     ] No optimal features file found for AR: ./output/feature-sets/AR.txt
[2025-10-14T23:54:26.610083] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:26.610116] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:26.610143] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:26.610199] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:26.626857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:26.627430] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:26.627507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:26.627540] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:26.665581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:26.665817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:26.665865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:26.665895] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:26.672523] [DEBUG] [FORECASTER] AR: Forecast T+1@11:T+2@11: UP (p=99.28%)
[2025-10-14T23:54:26.672844] [INFO ] [FORECASTER] Completed predict_future for AR
[2025-10-14T23:54:26.672999] [INFO ] [sig       ] AR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:26.809866] [INFO ] [LOCAL     ] Saved forecast: AR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AR.txt
[2025-10-14T23:54:26.810065] [INFO ] [sig       ] [110/1812] Completed AR in 0.2s | 4.25 sym/s | Total: 25.9s | ETA: 6.7m
[2025-10-14T23:54:26.810107] [INFO ] [sig       ] [111/1812] Forecasting ARCO...
[2025-10-14T23:54:26.810137] [INFO ] [sig       ] Generating forecast for: ARCO
[2025-10-14T23:54:26.810167] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARCO' from 'https://tdm.silogroup.org/data/derivative_storage/ARCO.csv'.
[2025-10-14T23:54:26.820567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARCO'.
[2025-10-14T23:54:26.820934] [INFO ] [FORECASTER] Starting predict_future for ARCO
[2025-10-14T23:54:26.845794] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:26.846518] [DEBUG] [LOCAL     ] No optimal features file found for ARCO: ./output/feature-sets/ARCO.txt
[2025-10-14T23:54:26.846576] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:26.846610] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:26.846637] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:26.846739] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:26.863877] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:26.864443] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:26.864526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:26.864559] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:26.903465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:26.903569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:26.903605] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:26.903634] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:26.906752] [DEBUG] [FORECASTER] ARCO: Forecast T+1@11:T+2@11: DOWN (p=35.16%)
[2025-10-14T23:54:26.907011] [INFO ] [FORECASTER] Completed predict_future for ARCO
[2025-10-14T23:54:26.907137] [INFO ] [sig       ] ARCO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:27.043993] [INFO ] [LOCAL     ] Saved forecast: ARCO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARCO.txt
[2025-10-14T23:54:27.044196] [INFO ] [sig       ] [111/1812] Completed ARCO in 0.2s | 4.25 sym/s | Total: 26.1s | ETA: 6.7m
[2025-10-14T23:54:27.044237] [INFO ] [sig       ] [112/1812] Forecasting ARDC...
[2025-10-14T23:54:27.044276] [INFO ] [sig       ] Generating forecast for: ARDC
[2025-10-14T23:54:27.044308] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARDC' from 'https://tdm.silogroup.org/data/derivative_storage/ARDC.csv'.
[2025-10-14T23:54:27.053232] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARDC'.
[2025-10-14T23:54:27.053574] [INFO ] [FORECASTER] Starting predict_future for ARDC
[2025-10-14T23:54:27.077986] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:27.078762] [DEBUG] [LOCAL     ] No optimal features file found for ARDC: ./output/feature-sets/ARDC.txt
[2025-10-14T23:54:27.078817] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:27.078849] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:27.078877] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:27.078933] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:27.095842] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:27.096365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:27.096443] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:27.096477] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:27.129407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:27.129489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:27.129524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:27.129552] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:27.132578] [DEBUG] [FORECASTER] ARDC: Forecast T+1@11:T+2@11: DOWN (p=42.95%)
[2025-10-14T23:54:27.132857] [INFO ] [FORECASTER] Completed predict_future for ARDC
[2025-10-14T23:54:27.132994] [INFO ] [sig       ] ARDC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:27.270078] [INFO ] [LOCAL     ] Saved forecast: ARDC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARDC.txt
[2025-10-14T23:54:27.270296] [INFO ] [sig       ] [112/1812] Completed ARDC in 0.2s | 4.25 sym/s | Total: 26.4s | ETA: 6.7m
[2025-10-14T23:54:27.270338] [INFO ] [sig       ] [113/1812] Forecasting ARDT...
[2025-10-14T23:54:27.270368] [INFO ] [sig       ] Generating forecast for: ARDT
[2025-10-14T23:54:27.270399] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARDT' from 'https://tdm.silogroup.org/data/derivative_storage/ARDT.csv'.
[2025-10-14T23:54:27.278682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARDT'.
[2025-10-14T23:54:27.278938] [INFO ] [FORECASTER] Starting predict_future for ARDT
[2025-10-14T23:54:27.303260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:27.303964] [DEBUG] [LOCAL     ] No optimal features file found for ARDT: ./output/feature-sets/ARDT.txt
[2025-10-14T23:54:27.304018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:27.304052] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:27.304081] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:27.304138] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:27.321172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:27.321773] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:27.321855] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:27.321888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:27.357731] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:27.357818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:27.357855] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:27.357885] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:27.361216] [DEBUG] [FORECASTER] ARDT: Forecast T+1@11:T+2@11: UP (p=92.99%)
[2025-10-14T23:54:27.361471] [INFO ] [FORECASTER] Completed predict_future for ARDT
[2025-10-14T23:54:27.365102] [INFO ] [sig       ] ARDT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:27.505044] [INFO ] [LOCAL     ] Saved forecast: ARDT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ARDT.txt
[2025-10-14T23:54:27.505298] [INFO ] [sig       ] [113/1812] Completed ARDT in 0.2s | 4.25 sym/s | Total: 26.6s | ETA: 6.7m
[2025-10-14T23:54:27.505375] [INFO ] [sig       ] [114/1812] Forecasting ARE...
[2025-10-14T23:54:27.505429] [INFO ] [sig       ] Generating forecast for: ARE
[2025-10-14T23:54:27.505465] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARE' from 'https://tdm.silogroup.org/data/derivative_storage/ARE.csv'.
[2025-10-14T23:54:27.514886] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARE'.
[2025-10-14T23:54:27.515225] [INFO ] [FORECASTER] Starting predict_future for ARE
[2025-10-14T23:54:27.540238] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:27.540938] [DEBUG] [LOCAL     ] No optimal features file found for ARE: ./output/feature-sets/ARE.txt
[2025-10-14T23:54:27.540992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:27.541025] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:27.541053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:27.541110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:27.557979] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:27.558556] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:27.558635] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:27.558710] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:27.593433] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:27.593520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:27.593556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:27.593585] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:27.596696] [DEBUG] [FORECASTER] ARE: Forecast T+1@11:T+2@11: UP (p=59.28%)
[2025-10-14T23:54:27.596950] [INFO ] [FORECASTER] Completed predict_future for ARE
[2025-10-14T23:54:27.597078] [INFO ] [sig       ] ARE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:27.735078] [INFO ] [LOCAL     ] Saved forecast: ARE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ARE.txt
[2025-10-14T23:54:27.735294] [INFO ] [sig       ] [114/1812] Completed ARE in 0.2s | 4.25 sym/s | Total: 26.8s | ETA: 6.7m
[2025-10-14T23:54:27.735337] [INFO ] [sig       ] [115/1812] Forecasting ARES...
[2025-10-14T23:54:27.735367] [INFO ] [sig       ] Generating forecast for: ARES
[2025-10-14T23:54:27.735400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARES' from 'https://tdm.silogroup.org/data/derivative_storage/ARES.csv'.
[2025-10-14T23:54:27.744242] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARES'.
[2025-10-14T23:54:27.744502] [INFO ] [FORECASTER] Starting predict_future for ARES
[2025-10-14T23:54:27.768909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:27.769598] [DEBUG] [LOCAL     ] No optimal features file found for ARES: ./output/feature-sets/ARES.txt
[2025-10-14T23:54:27.769674] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:27.769725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:27.769756] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:27.769812] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:27.786954] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:27.787496] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:27.787575] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:27.787608] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:27.822975] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:27.823073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:27.823109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:27.823139] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:27.826164] [DEBUG] [FORECASTER] ARES: Forecast T+1@11:T+2@11: DOWN (p=6.72%)
[2025-10-14T23:54:27.826409] [INFO ] [FORECASTER] Completed predict_future for ARES
[2025-10-14T23:54:27.826535] [INFO ] [sig       ] ARES: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:27.963784] [INFO ] [LOCAL     ] Saved forecast: ARES	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARES.txt
[2025-10-14T23:54:27.963999] [INFO ] [sig       ] [115/1812] Completed ARES in 0.2s | 4.25 sym/s | Total: 27.1s | ETA: 6.7m
[2025-10-14T23:54:27.964041] [INFO ] [sig       ] [116/1812] Forecasting ARI...
[2025-10-14T23:54:27.964071] [INFO ] [sig       ] Generating forecast for: ARI
[2025-10-14T23:54:27.964103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARI' from 'https://tdm.silogroup.org/data/derivative_storage/ARI.csv'.
[2025-10-14T23:54:27.972452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARI'.
[2025-10-14T23:54:27.972729] [INFO ] [FORECASTER] Starting predict_future for ARI
[2025-10-14T23:54:27.997056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:27.997752] [DEBUG] [LOCAL     ] No optimal features file found for ARI: ./output/feature-sets/ARI.txt
[2025-10-14T23:54:27.997807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:27.997840] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:27.997869] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:27.997926] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:28.014632] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:28.015177] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:28.015255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:28.015288] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:28.051591] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:28.051746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:28.051793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:28.051823] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:28.055041] [DEBUG] [FORECASTER] ARI: Forecast T+1@11:T+2@11: DOWN (p=35.28%)
[2025-10-14T23:54:28.055300] [INFO ] [FORECASTER] Completed predict_future for ARI
[2025-10-14T23:54:28.055434] [INFO ] [sig       ] ARI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:28.191859] [INFO ] [LOCAL     ] Saved forecast: ARI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARI.txt
[2025-10-14T23:54:28.192123] [INFO ] [sig       ] [116/1812] Completed ARI in 0.2s | 4.25 sym/s | Total: 27.3s | ETA: 6.6m
[2025-10-14T23:54:28.192166] [INFO ] [sig       ] [117/1812] Forecasting ARIS...
[2025-10-14T23:54:28.192196] [INFO ] [sig       ] Generating forecast for: ARIS
[2025-10-14T23:54:28.192275] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARIS' from 'https://tdm.silogroup.org/data/derivative_storage/ARIS.csv'.
[2025-10-14T23:54:28.200426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARIS'.
[2025-10-14T23:54:28.200771] [INFO ] [FORECASTER] Starting predict_future for ARIS
[2025-10-14T23:54:28.225324] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:28.226107] [DEBUG] [LOCAL     ] No optimal features file found for ARIS: ./output/feature-sets/ARIS.txt
[2025-10-14T23:54:28.226162] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:28.226195] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:28.226223] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:28.226280] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:28.243926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:28.244854] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:28.244948] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:28.244982] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:28.285355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:28.285548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:28.285620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:28.285700] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:28.289685] [DEBUG] [FORECASTER] ARIS: Forecast T+1@11:T+2@11: UP (p=92.94%)
[2025-10-14T23:54:28.290051] [INFO ] [FORECASTER] Completed predict_future for ARIS
[2025-10-14T23:54:28.290212] [INFO ] [sig       ] ARIS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:28.430863] [INFO ] [LOCAL     ] Saved forecast: ARIS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ARIS.txt
[2025-10-14T23:54:28.431092] [INFO ] [sig       ] [117/1812] Completed ARIS in 0.2s | 4.25 sym/s | Total: 27.5s | ETA: 6.6m
[2025-10-14T23:54:28.431135] [INFO ] [sig       ] [118/1812] Forecasting ARLO...
[2025-10-14T23:54:28.431165] [INFO ] [sig       ] Generating forecast for: ARLO
[2025-10-14T23:54:28.431196] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARLO' from 'https://tdm.silogroup.org/data/derivative_storage/ARLO.csv'.
[2025-10-14T23:54:28.439843] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARLO'.
[2025-10-14T23:54:28.440113] [INFO ] [FORECASTER] Starting predict_future for ARLO
[2025-10-14T23:54:28.464996] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:28.465741] [DEBUG] [LOCAL     ] No optimal features file found for ARLO: ./output/feature-sets/ARLO.txt
[2025-10-14T23:54:28.465796] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:28.465829] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:28.465857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:28.465914] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:28.483018] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:28.483563] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:28.483639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:28.483714] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:28.518550] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:28.518758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:28.518809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:28.518840] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:28.522483] [DEBUG] [FORECASTER] ARLO: Forecast T+1@11:T+2@11: DOWN (p=13.23%)
[2025-10-14T23:54:28.522830] [INFO ] [FORECASTER] Completed predict_future for ARLO
[2025-10-14T23:54:28.522978] [INFO ] [sig       ] ARLO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:28.663110] [INFO ] [LOCAL     ] Saved forecast: ARLO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARLO.txt
[2025-10-14T23:54:28.663408] [INFO ] [sig       ] [118/1812] Completed ARLO in 0.2s | 4.25 sym/s | Total: 27.8s | ETA: 6.6m
[2025-10-14T23:54:28.663483] [INFO ] [sig       ] [119/1812] Forecasting ARMK...
[2025-10-14T23:54:28.663545] [INFO ] [sig       ] Generating forecast for: ARMK
[2025-10-14T23:54:28.663589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARMK' from 'https://tdm.silogroup.org/data/derivative_storage/ARMK.csv'.
[2025-10-14T23:54:28.672523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARMK'.
[2025-10-14T23:54:28.673081] [INFO ] [FORECASTER] Starting predict_future for ARMK
[2025-10-14T23:54:28.700429] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:28.701285] [DEBUG] [LOCAL     ] No optimal features file found for ARMK: ./output/feature-sets/ARMK.txt
[2025-10-14T23:54:28.701344] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:28.701380] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:28.701411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:28.701470] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:28.719906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:28.720784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:28.720884] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:28.720918] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:28.758684] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:28.758871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:28.758913] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:28.758945] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:28.762466] [DEBUG] [FORECASTER] ARMK: Forecast T+1@11:T+2@11: DOWN (p=10.72%)
[2025-10-14T23:54:28.762801] [INFO ] [FORECASTER] Completed predict_future for ARMK
[2025-10-14T23:54:28.762950] [INFO ] [sig       ] ARMK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:28.911167] [INFO ] [LOCAL     ] Saved forecast: ARMK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARMK.txt
[2025-10-14T23:54:28.911455] [INFO ] [sig       ] [119/1812] Completed ARMK in 0.2s | 4.25 sym/s | Total: 28.0s | ETA: 6.6m
[2025-10-14T23:54:28.911515] [INFO ] [sig       ] [120/1812] Forecasting AROC...
[2025-10-14T23:54:28.911549] [INFO ] [sig       ] Generating forecast for: AROC
[2025-10-14T23:54:28.911580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AROC' from 'https://tdm.silogroup.org/data/derivative_storage/AROC.csv'.
[2025-10-14T23:54:28.920837] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AROC'.
[2025-10-14T23:54:28.921121] [INFO ] [FORECASTER] Starting predict_future for AROC
[2025-10-14T23:54:28.946197] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:28.947010] [DEBUG] [LOCAL     ] No optimal features file found for AROC: ./output/feature-sets/AROC.txt
[2025-10-14T23:54:28.947066] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:28.947102] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:28.947130] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:28.947186] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:28.964406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:28.964967] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:28.965049] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:28.965083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:28.994965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:28.995042] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:28.995077] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:28.995106] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:28.998046] [DEBUG] [FORECASTER] AROC: Forecast T+1@11:T+2@11: DOWN (p=43.30%)
[2025-10-14T23:54:28.998327] [INFO ] [FORECASTER] Completed predict_future for AROC
[2025-10-14T23:54:28.998460] [INFO ] [sig       ] AROC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:29.135516] [INFO ] [LOCAL     ] Saved forecast: AROC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AROC.txt
[2025-10-14T23:54:29.135733] [INFO ] [sig       ] [120/1812] Completed AROC in 0.2s | 4.25 sym/s | Total: 28.2s | ETA: 6.6m
[2025-10-14T23:54:29.135793] [INFO ] [sig       ] [121/1812] Forecasting ARR...
[2025-10-14T23:54:29.135826] [INFO ] [sig       ] Generating forecast for: ARR
[2025-10-14T23:54:29.135858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARR' from 'https://tdm.silogroup.org/data/derivative_storage/ARR.csv'.
[2025-10-14T23:54:29.144487] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARR'.
[2025-10-14T23:54:29.144805] [INFO ] [FORECASTER] Starting predict_future for ARR
[2025-10-14T23:54:29.169236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:29.169954] [DEBUG] [LOCAL     ] No optimal features file found for ARR: ./output/feature-sets/ARR.txt
[2025-10-14T23:54:29.170008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:29.170041] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:29.170068] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:29.170129] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:29.187005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:29.187519] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:29.187596] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:29.187629] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:29.220938] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:29.221017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:29.221057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:29.221085] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:29.224013] [DEBUG] [FORECASTER] ARR: Forecast T+1@11:T+2@11: DOWN (p=7.64%)
[2025-10-14T23:54:29.224262] [INFO ] [FORECASTER] Completed predict_future for ARR
[2025-10-14T23:54:29.224389] [INFO ] [sig       ] ARR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:29.361408] [INFO ] [LOCAL     ] Saved forecast: ARR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ARR.txt
[2025-10-14T23:54:29.361604] [INFO ] [sig       ] [121/1812] Completed ARR in 0.2s | 4.25 sym/s | Total: 28.4s | ETA: 6.6m
[2025-10-14T23:54:29.361668] [INFO ] [sig       ] [122/1812] Forecasting ARW...
[2025-10-14T23:54:29.361723] [INFO ] [sig       ] Generating forecast for: ARW
[2025-10-14T23:54:29.361757] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARW' from 'https://tdm.silogroup.org/data/derivative_storage/ARW.csv'.
[2025-10-14T23:54:29.370270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARW'.
[2025-10-14T23:54:29.370535] [INFO ] [FORECASTER] Starting predict_future for ARW
[2025-10-14T23:54:29.394930] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:29.395604] [DEBUG] [LOCAL     ] No optimal features file found for ARW: ./output/feature-sets/ARW.txt
[2025-10-14T23:54:29.395679] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:29.395728] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:29.395759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:29.395816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:29.412891] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:29.413474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:29.413553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:29.413587] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:29.446254] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:29.446339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:29.446376] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:29.446405] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:29.449464] [DEBUG] [FORECASTER] ARW: Forecast T+1@11:T+2@11: UP (p=87.57%)
[2025-10-14T23:54:29.449765] [INFO ] [FORECASTER] Completed predict_future for ARW
[2025-10-14T23:54:29.449901] [INFO ] [sig       ] ARW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:29.587757] [INFO ] [LOCAL     ] Saved forecast: ARW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ARW.txt
[2025-10-14T23:54:29.588014] [INFO ] [sig       ] [122/1812] Completed ARW in 0.2s | 4.25 sym/s | Total: 28.7s | ETA: 6.6m
[2025-10-14T23:54:29.588074] [INFO ] [sig       ] [123/1812] Forecasting AS...
[2025-10-14T23:54:29.588131] [INFO ] [sig       ] Generating forecast for: AS
[2025-10-14T23:54:29.588165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AS' from 'https://tdm.silogroup.org/data/derivative_storage/AS.csv'.
[2025-10-14T23:54:29.596689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AS'.
[2025-10-14T23:54:29.596988] [INFO ] [FORECASTER] Starting predict_future for AS
[2025-10-14T23:54:29.621492] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:29.622178] [DEBUG] [LOCAL     ] No optimal features file found for AS: ./output/feature-sets/AS.txt
[2025-10-14T23:54:29.622231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:29.622264] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:29.622291] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:29.622347] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:29.639343] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:29.639970] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:29.640048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:29.640082] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:29.674314] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:29.674407] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:29.674443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:29.674471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:29.677558] [DEBUG] [FORECASTER] AS: Forecast T+1@11:T+2@11: UP (p=66.41%)
[2025-10-14T23:54:29.677840] [INFO ] [FORECASTER] Completed predict_future for AS
[2025-10-14T23:54:29.677974] [INFO ] [sig       ] AS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:29.815386] [INFO ] [LOCAL     ] Saved forecast: AS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AS.txt
[2025-10-14T23:54:29.815588] [INFO ] [sig       ] [123/1812] Completed AS in 0.2s | 4.26 sym/s | Total: 28.9s | ETA: 6.6m
[2025-10-14T23:54:29.815630] [INFO ] [sig       ] [124/1812] Forecasting ASA...
[2025-10-14T23:54:29.815699] [INFO ] [sig       ] Generating forecast for: ASA
[2025-10-14T23:54:29.815742] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASA' from 'https://tdm.silogroup.org/data/derivative_storage/ASA.csv'.
[2025-10-14T23:54:29.824305] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASA'.
[2025-10-14T23:54:29.824722] [INFO ] [FORECASTER] Starting predict_future for ASA
[2025-10-14T23:54:29.849318] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:29.850105] [DEBUG] [LOCAL     ] No optimal features file found for ASA: ./output/feature-sets/ASA.txt
[2025-10-14T23:54:29.850158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:29.850191] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:29.850219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:29.850280] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:29.867602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:29.868266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:29.868347] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:29.868381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:29.899806] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:29.899903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:29.899939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:29.899967] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:29.903037] [DEBUG] [FORECASTER] ASA: Forecast T+1@11:T+2@11: UP (p=59.30%)
[2025-10-14T23:54:29.903293] [INFO ] [FORECASTER] Completed predict_future for ASA
[2025-10-14T23:54:29.903419] [INFO ] [sig       ] ASA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:30.044907] [INFO ] [LOCAL     ] Saved forecast: ASA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ASA.txt
[2025-10-14T23:54:30.045124] [INFO ] [sig       ] [124/1812] Completed ASA in 0.2s | 4.26 sym/s | Total: 29.1s | ETA: 6.6m
[2025-10-14T23:54:30.045184] [INFO ] [sig       ] [125/1812] Forecasting ASB...
[2025-10-14T23:54:30.045217] [INFO ] [sig       ] Generating forecast for: ASB
[2025-10-14T23:54:30.045248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASB' from 'https://tdm.silogroup.org/data/derivative_storage/ASB.csv'.
[2025-10-14T23:54:30.053816] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASB'.
[2025-10-14T23:54:30.054093] [INFO ] [FORECASTER] Starting predict_future for ASB
[2025-10-14T23:54:30.078854] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:30.079506] [DEBUG] [LOCAL     ] No optimal features file found for ASB: ./output/feature-sets/ASB.txt
[2025-10-14T23:54:30.079559] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:30.079591] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:30.079617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:30.079700] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:30.096370] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:30.096983] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:30.097064] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:30.097097] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:30.129281] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:30.129364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:30.129400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:30.129429] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:30.132457] [DEBUG] [FORECASTER] ASB: Forecast T+1@11:T+2@11: UP (p=98.18%)
[2025-10-14T23:54:30.132754] [INFO ] [FORECASTER] Completed predict_future for ASB
[2025-10-14T23:54:30.132890] [INFO ] [sig       ] ASB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:30.269914] [INFO ] [LOCAL     ] Saved forecast: ASB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ASB.txt
[2025-10-14T23:54:30.270114] [INFO ] [sig       ] [125/1812] Completed ASB in 0.2s | 4.26 sym/s | Total: 29.4s | ETA: 6.6m
[2025-10-14T23:54:30.270156] [INFO ] [sig       ] [126/1812] Forecasting ASBA...
[2025-10-14T23:54:30.270195] [INFO ] [sig       ] Generating forecast for: ASBA
[2025-10-14T23:54:30.270227] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASBA' from 'https://tdm.silogroup.org/data/derivative_storage/ASBA.csv'.
[2025-10-14T23:54:30.278328] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASBA'.
[2025-10-14T23:54:30.278577] [INFO ] [FORECASTER] Starting predict_future for ASBA
[2025-10-14T23:54:30.302845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:30.303509] [DEBUG] [LOCAL     ] No optimal features file found for ASBA: ./output/feature-sets/ASBA.txt
[2025-10-14T23:54:30.303562] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:30.303595] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:30.303622] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:30.303708] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:30.320770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:30.321295] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:30.321372] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:30.321406] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:30.350972] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:30.351051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:30.351085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:30.351143] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:30.356827] [DEBUG] [FORECASTER] ASBA: Forecast T+1@11:T+2@11: DOWN (p=42.13%)
[2025-10-14T23:54:30.357074] [INFO ] [FORECASTER] Completed predict_future for ASBA
[2025-10-14T23:54:30.357200] [INFO ] [sig       ] ASBA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:30.494339] [INFO ] [LOCAL     ] Saved forecast: ASBA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASBA.txt
[2025-10-14T23:54:30.494533] [INFO ] [sig       ] [126/1812] Completed ASBA in 0.2s | 4.26 sym/s | Total: 29.6s | ETA: 6.6m
[2025-10-14T23:54:30.494575] [INFO ] [sig       ] [127/1812] Forecasting ASC...
[2025-10-14T23:54:30.494605] [INFO ] [sig       ] Generating forecast for: ASC
[2025-10-14T23:54:30.494637] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASC' from 'https://tdm.silogroup.org/data/derivative_storage/ASC.csv'.
[2025-10-14T23:54:30.502526] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASC'.
[2025-10-14T23:54:30.502813] [INFO ] [FORECASTER] Starting predict_future for ASC
[2025-10-14T23:54:30.527226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:30.527925] [DEBUG] [LOCAL     ] No optimal features file found for ASC: ./output/feature-sets/ASC.txt
[2025-10-14T23:54:30.527978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:30.528012] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:30.528040] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:30.528144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:30.545351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:30.545905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:30.545984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:30.546017] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:30.579030] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:30.579109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:30.579144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:30.579173] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:30.582114] [DEBUG] [FORECASTER] ASC: Forecast T+1@11:T+2@11: UP (p=97.99%)
[2025-10-14T23:54:30.582372] [INFO ] [FORECASTER] Completed predict_future for ASC
[2025-10-14T23:54:30.582501] [INFO ] [sig       ] ASC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:30.726348] [INFO ] [LOCAL     ] Saved forecast: ASC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ASC.txt
[2025-10-14T23:54:30.726693] [INFO ] [sig       ] [127/1812] Completed ASC in 0.2s | 4.26 sym/s | Total: 29.8s | ETA: 6.6m
[2025-10-14T23:54:30.726754] [INFO ] [sig       ] [128/1812] Forecasting ASG...
[2025-10-14T23:54:30.726789] [INFO ] [sig       ] Generating forecast for: ASG
[2025-10-14T23:54:30.726821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASG' from 'https://tdm.silogroup.org/data/derivative_storage/ASG.csv'.
[2025-10-14T23:54:30.735786] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASG'.
[2025-10-14T23:54:30.736082] [INFO ] [FORECASTER] Starting predict_future for ASG
[2025-10-14T23:54:30.761211] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:30.761995] [DEBUG] [LOCAL     ] No optimal features file found for ASG: ./output/feature-sets/ASG.txt
[2025-10-14T23:54:30.762050] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:30.762084] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:30.762111] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:30.762171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:30.779300] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:30.779951] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:30.780034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:30.780069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:30.815359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:30.815432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:30.815466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:30.815494] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:30.818502] [DEBUG] [FORECASTER] ASG: Forecast T+1@11:T+2@11: DOWN (p=17.63%)
[2025-10-14T23:54:30.818791] [INFO ] [FORECASTER] Completed predict_future for ASG
[2025-10-14T23:54:30.818928] [INFO ] [sig       ] ASG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:30.955014] [INFO ] [LOCAL     ] Saved forecast: ASG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASG.txt
[2025-10-14T23:54:30.955189] [INFO ] [sig       ] [128/1812] Completed ASG in 0.2s | 4.26 sym/s | Total: 30.0s | ETA: 6.6m
[2025-10-14T23:54:30.955231] [INFO ] [sig       ] [129/1812] Forecasting ASGI...
[2025-10-14T23:54:30.955262] [INFO ] [sig       ] Generating forecast for: ASGI
[2025-10-14T23:54:30.955293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASGI' from 'https://tdm.silogroup.org/data/derivative_storage/ASGI.csv'.
[2025-10-14T23:54:30.963607] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASGI'.
[2025-10-14T23:54:30.963876] [INFO ] [FORECASTER] Starting predict_future for ASGI
[2025-10-14T23:54:30.988278] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:30.988989] [DEBUG] [LOCAL     ] No optimal features file found for ASGI: ./output/feature-sets/ASGI.txt
[2025-10-14T23:54:30.989042] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:30.989077] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:30.989108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:30.989165] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:31.005859] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:31.006377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:31.006466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:31.006500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:31.042074] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:31.042149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:31.042184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:31.042212] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:31.045150] [DEBUG] [FORECASTER] ASGI: Forecast T+1@11:T+2@11: DOWN (p=3.94%)
[2025-10-14T23:54:31.045394] [INFO ] [FORECASTER] Completed predict_future for ASGI
[2025-10-14T23:54:31.045525] [INFO ] [sig       ] ASGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:31.181440] [INFO ] [LOCAL     ] Saved forecast: ASGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASGI.txt
[2025-10-14T23:54:31.181620] [INFO ] [sig       ] [129/1812] Completed ASGI in 0.2s | 4.26 sym/s | Total: 30.3s | ETA: 6.6m
[2025-10-14T23:54:31.181747] [INFO ] [sig       ] [130/1812] Forecasting ASGN...
[2025-10-14T23:54:31.181787] [INFO ] [sig       ] Generating forecast for: ASGN
[2025-10-14T23:54:31.181820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASGN' from 'https://tdm.silogroup.org/data/derivative_storage/ASGN.csv'.
[2025-10-14T23:54:31.189986] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASGN'.
[2025-10-14T23:54:31.190226] [INFO ] [FORECASTER] Starting predict_future for ASGN
[2025-10-14T23:54:31.214504] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:31.215200] [DEBUG] [LOCAL     ] No optimal features file found for ASGN: ./output/feature-sets/ASGN.txt
[2025-10-14T23:54:31.215254] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:31.215286] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:31.215313] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:31.215369] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:31.232220] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:31.232772] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:31.232850] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:31.232882] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:31.268114] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:31.268187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:31.268222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:31.268249] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:31.271294] [DEBUG] [FORECASTER] ASGN: Forecast T+1@11:T+2@11: UP (p=85.10%)
[2025-10-14T23:54:31.271538] [INFO ] [FORECASTER] Completed predict_future for ASGN
[2025-10-14T23:54:31.271705] [INFO ] [sig       ] ASGN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:31.413675] [INFO ] [LOCAL     ] Saved forecast: ASGN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ASGN.txt
[2025-10-14T23:54:31.413973] [INFO ] [sig       ] [130/1812] Completed ASGN in 0.2s | 4.26 sym/s | Total: 30.5s | ETA: 6.6m
[2025-10-14T23:54:31.414033] [INFO ] [sig       ] [131/1812] Forecasting ASH...
[2025-10-14T23:54:31.414067] [INFO ] [sig       ] Generating forecast for: ASH
[2025-10-14T23:54:31.414099] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASH' from 'https://tdm.silogroup.org/data/derivative_storage/ASH.csv'.
[2025-10-14T23:54:31.423281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASH'.
[2025-10-14T23:54:31.423525] [INFO ] [FORECASTER] Starting predict_future for ASH
[2025-10-14T23:54:31.448140] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:31.448832] [DEBUG] [LOCAL     ] No optimal features file found for ASH: ./output/feature-sets/ASH.txt
[2025-10-14T23:54:31.448915] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:31.448967] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:31.448998] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:31.449077] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:31.465839] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:31.466386] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:31.466464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:31.466498] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:31.503822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:31.503903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:31.503938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:31.503966] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:31.506978] [DEBUG] [FORECASTER] ASH: Forecast T+1@11:T+2@11: UP (p=79.65%)
[2025-10-14T23:54:31.507227] [INFO ] [FORECASTER] Completed predict_future for ASH
[2025-10-14T23:54:31.507359] [INFO ] [sig       ] ASH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:31.644022] [INFO ] [LOCAL     ] Saved forecast: ASH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ASH.txt
[2025-10-14T23:54:31.644209] [INFO ] [sig       ] [131/1812] Completed ASH in 0.2s | 4.26 sym/s | Total: 30.7s | ETA: 6.6m
[2025-10-14T23:54:31.644250] [INFO ] [sig       ] [132/1812] Forecasting ASPN...
[2025-10-14T23:54:31.644280] [INFO ] [sig       ] Generating forecast for: ASPN
[2025-10-14T23:54:31.644312] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASPN' from 'https://tdm.silogroup.org/data/derivative_storage/ASPN.csv'.
[2025-10-14T23:54:31.654237] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASPN'.
[2025-10-14T23:54:31.654579] [INFO ] [FORECASTER] Starting predict_future for ASPN
[2025-10-14T23:54:31.679842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:31.680566] [DEBUG] [LOCAL     ] No optimal features file found for ASPN: ./output/feature-sets/ASPN.txt
[2025-10-14T23:54:31.680621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:31.680692] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:31.680736] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:31.680820] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:31.698488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:31.699120] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:31.699219] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:31.699255] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:31.735961] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:31.736092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:31.736130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:31.736160] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:31.739486] [DEBUG] [FORECASTER] ASPN: Forecast T+1@11:T+2@11: DOWN (p=44.87%)
[2025-10-14T23:54:31.739794] [INFO ] [FORECASTER] Completed predict_future for ASPN
[2025-10-14T23:54:31.739941] [INFO ] [sig       ] ASPN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:31.883513] [INFO ] [LOCAL     ] Saved forecast: ASPN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASPN.txt
[2025-10-14T23:54:31.883795] [INFO ] [sig       ] [132/1812] Completed ASPN in 0.2s | 4.26 sym/s | Total: 31.0s | ETA: 6.6m
[2025-10-14T23:54:31.883857] [INFO ] [sig       ] [133/1812] Forecasting ASR...
[2025-10-14T23:54:31.883900] [INFO ] [sig       ] Generating forecast for: ASR
[2025-10-14T23:54:31.883934] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASR' from 'https://tdm.silogroup.org/data/derivative_storage/ASR.csv'.
[2025-10-14T23:54:31.893029] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASR'.
[2025-10-14T23:54:31.893323] [INFO ] [FORECASTER] Starting predict_future for ASR
[2025-10-14T23:54:31.917810] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:31.918508] [DEBUG] [LOCAL     ] No optimal features file found for ASR: ./output/feature-sets/ASR.txt
[2025-10-14T23:54:31.918563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:31.918596] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:31.918624] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:31.918715] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:31.935482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:31.936053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:31.936130] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:31.936164] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:31.976500] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:31.976630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:31.976709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:31.976747] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:31.980300] [DEBUG] [FORECASTER] ASR: Forecast T+1@11:T+2@11: DOWN (p=34.17%)
[2025-10-14T23:54:31.980613] [INFO ] [FORECASTER] Completed predict_future for ASR
[2025-10-14T23:54:31.980803] [INFO ] [sig       ] ASR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:32.118308] [INFO ] [LOCAL     ] Saved forecast: ASR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASR.txt
[2025-10-14T23:54:32.118531] [INFO ] [sig       ] [133/1812] Completed ASR in 0.2s | 4.26 sym/s | Total: 31.2s | ETA: 6.6m
[2025-10-14T23:54:32.118574] [INFO ] [sig       ] [134/1812] Forecasting ASX...
[2025-10-14T23:54:32.118604] [INFO ] [sig       ] Generating forecast for: ASX
[2025-10-14T23:54:32.118663] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASX' from 'https://tdm.silogroup.org/data/derivative_storage/ASX.csv'.
[2025-10-14T23:54:32.127205] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASX'.
[2025-10-14T23:54:32.127471] [INFO ] [FORECASTER] Starting predict_future for ASX
[2025-10-14T23:54:32.152233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:32.152995] [DEBUG] [LOCAL     ] No optimal features file found for ASX: ./output/feature-sets/ASX.txt
[2025-10-14T23:54:32.153048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:32.153083] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:32.153113] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:32.153174] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:32.170132] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:32.170718] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:32.170805] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:32.170839] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:32.204199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:32.204354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:32.204395] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:32.204424] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:32.207865] [DEBUG] [FORECASTER] ASX: Forecast T+1@11:T+2@11: DOWN (p=13.91%)
[2025-10-14T23:54:32.208202] [INFO ] [FORECASTER] Completed predict_future for ASX
[2025-10-14T23:54:32.208348] [INFO ] [sig       ] ASX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:32.346359] [INFO ] [LOCAL     ] Saved forecast: ASX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ASX.txt
[2025-10-14T23:54:32.346598] [INFO ] [sig       ] [134/1812] Completed ASX in 0.2s | 4.26 sym/s | Total: 31.4s | ETA: 6.6m
[2025-10-14T23:54:32.346666] [INFO ] [sig       ] [135/1812] Forecasting ATEN...
[2025-10-14T23:54:32.346722] [INFO ] [sig       ] Generating forecast for: ATEN
[2025-10-14T23:54:32.346758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATEN' from 'https://tdm.silogroup.org/data/derivative_storage/ATEN.csv'.
[2025-10-14T23:54:32.355579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATEN'.
[2025-10-14T23:54:32.355917] [INFO ] [FORECASTER] Starting predict_future for ATEN
[2025-10-14T23:54:32.380350] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:32.381071] [DEBUG] [LOCAL     ] No optimal features file found for ATEN: ./output/feature-sets/ATEN.txt
[2025-10-14T23:54:32.381125] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:32.381157] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:32.381185] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:32.381241] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:32.399005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:32.399701] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:32.399788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:32.399823] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:32.433888] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:32.434021] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:32.434059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:32.434091] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:32.437305] [DEBUG] [FORECASTER] ATEN: Forecast T+1@11:T+2@11: DOWN (p=16.03%)
[2025-10-14T23:54:32.437566] [INFO ] [FORECASTER] Completed predict_future for ATEN
[2025-10-14T23:54:32.437727] [INFO ] [sig       ] ATEN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:32.628177] [INFO ] [LOCAL     ] Saved forecast: ATEN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATEN.txt
[2025-10-14T23:54:32.628366] [INFO ] [sig       ] [135/1812] Completed ATEN in 0.3s | 4.26 sym/s | Total: 31.7s | ETA: 6.6m
[2025-10-14T23:54:32.628408] [INFO ] [sig       ] [136/1812] Forecasting ATGE...
[2025-10-14T23:54:32.628438] [INFO ] [sig       ] Generating forecast for: ATGE
[2025-10-14T23:54:32.628468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATGE' from 'https://tdm.silogroup.org/data/derivative_storage/ATGE.csv'.
[2025-10-14T23:54:32.637500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATGE'.
[2025-10-14T23:54:32.637786] [INFO ] [FORECASTER] Starting predict_future for ATGE
[2025-10-14T23:54:32.662248] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:32.662980] [DEBUG] [LOCAL     ] No optimal features file found for ATGE: ./output/feature-sets/ATGE.txt
[2025-10-14T23:54:32.663040] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:32.663075] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:32.663104] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:32.663208] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:32.680392] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:32.680939] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:32.681029] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:32.681064] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:32.718887] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:32.719031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:32.719088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:32.719121] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:32.722491] [DEBUG] [FORECASTER] ATGE: Forecast T+1@11:T+2@11: DOWN (p=5.04%)
[2025-10-14T23:54:32.722797] [INFO ] [FORECASTER] Completed predict_future for ATGE
[2025-10-14T23:54:32.722932] [INFO ] [sig       ] ATGE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:32.860734] [INFO ] [LOCAL     ] Saved forecast: ATGE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATGE.txt
[2025-10-14T23:54:32.860922] [INFO ] [sig       ] [136/1812] Completed ATGE in 0.2s | 4.26 sym/s | Total: 31.9s | ETA: 6.6m
[2025-10-14T23:54:32.860964] [INFO ] [sig       ] [137/1812] Forecasting ATHM...
[2025-10-14T23:54:32.860994] [INFO ] [sig       ] Generating forecast for: ATHM
[2025-10-14T23:54:32.861025] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATHM' from 'https://tdm.silogroup.org/data/derivative_storage/ATHM.csv'.
[2025-10-14T23:54:32.869715] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATHM'.
[2025-10-14T23:54:32.869967] [INFO ] [FORECASTER] Starting predict_future for ATHM
[2025-10-14T23:54:32.894135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:32.894829] [DEBUG] [LOCAL     ] No optimal features file found for ATHM: ./output/feature-sets/ATHM.txt
[2025-10-14T23:54:32.894883] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:32.894916] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:32.894944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:32.895000] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:32.912106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:32.912621] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:32.912725] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:32.912768] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:32.946959] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:32.947034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:32.947068] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:32.947097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:32.950099] [DEBUG] [FORECASTER] ATHM: Forecast T+1@11:T+2@11: UP (p=78.15%)
[2025-10-14T23:54:32.950342] [INFO ] [FORECASTER] Completed predict_future for ATHM
[2025-10-14T23:54:32.950477] [INFO ] [sig       ] ATHM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:33.088834] [INFO ] [LOCAL     ] Saved forecast: ATHM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ATHM.txt
[2025-10-14T23:54:33.089018] [INFO ] [sig       ] [137/1812] Completed ATHM in 0.2s | 4.26 sym/s | Total: 32.2s | ETA: 6.6m
[2025-10-14T23:54:33.089060] [INFO ] [sig       ] [138/1812] Forecasting ATHS...
[2025-10-14T23:54:33.089090] [INFO ] [sig       ] Generating forecast for: ATHS
[2025-10-14T23:54:33.089120] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATHS' from 'https://tdm.silogroup.org/data/derivative_storage/ATHS.csv'.
[2025-10-14T23:54:33.097310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATHS'.
[2025-10-14T23:54:33.097572] [INFO ] [FORECASTER] Starting predict_future for ATHS
[2025-10-14T23:54:33.121983] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:33.122674] [DEBUG] [LOCAL     ] No optimal features file found for ATHS: ./output/feature-sets/ATHS.txt
[2025-10-14T23:54:33.122758] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:33.122810] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:33.122842] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:33.122899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:33.139608] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:33.140157] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:33.140234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:33.140268] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:33.172125] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:33.172205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:33.172240] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:33.172268] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:33.175203] [DEBUG] [FORECASTER] ATHS: Forecast T+1@11:T+2@11: DOWN (p=1.90%)
[2025-10-14T23:54:33.175447] [INFO ] [FORECASTER] Completed predict_future for ATHS
[2025-10-14T23:54:33.175572] [INFO ] [sig       ] ATHS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:33.313845] [INFO ] [LOCAL     ] Saved forecast: ATHS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATHS.txt
[2025-10-14T23:54:33.314051] [INFO ] [sig       ] [138/1812] Completed ATHS in 0.2s | 4.26 sym/s | Total: 32.4s | ETA: 6.6m
[2025-10-14T23:54:33.314094] [INFO ] [sig       ] [139/1812] Forecasting ATI...
[2025-10-14T23:54:33.314126] [INFO ] [sig       ] Generating forecast for: ATI
[2025-10-14T23:54:33.314160] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATI' from 'https://tdm.silogroup.org/data/derivative_storage/ATI.csv'.
[2025-10-14T23:54:33.322297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATI'.
[2025-10-14T23:54:33.322554] [INFO ] [FORECASTER] Starting predict_future for ATI
[2025-10-14T23:54:33.346721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:33.347371] [DEBUG] [LOCAL     ] No optimal features file found for ATI: ./output/feature-sets/ATI.txt
[2025-10-14T23:54:33.347424] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:33.347457] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:33.347485] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:33.347541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:33.364622] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:33.365165] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:33.365240] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:33.365273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:33.401121] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:33.401224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:33.401323] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:33.401361] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:33.407060] [DEBUG] [FORECASTER] ATI: Forecast T+1@11:T+2@11: UP (p=59.56%)
[2025-10-14T23:54:33.407308] [INFO ] [FORECASTER] Completed predict_future for ATI
[2025-10-14T23:54:33.407434] [INFO ] [sig       ] ATI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:33.545761] [INFO ] [LOCAL     ] Saved forecast: ATI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ATI.txt
[2025-10-14T23:54:33.545940] [INFO ] [sig       ] [139/1812] Completed ATI in 0.2s | 4.26 sym/s | Total: 32.6s | ETA: 6.5m
[2025-10-14T23:54:33.545999] [INFO ] [sig       ] [140/1812] Forecasting ATKR...
[2025-10-14T23:54:33.546042] [INFO ] [sig       ] Generating forecast for: ATKR
[2025-10-14T23:54:33.546076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATKR' from 'https://tdm.silogroup.org/data/derivative_storage/ATKR.csv'.
[2025-10-14T23:54:33.554271] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATKR'.
[2025-10-14T23:54:33.554527] [INFO ] [FORECASTER] Starting predict_future for ATKR
[2025-10-14T23:54:33.579036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:33.579744] [DEBUG] [LOCAL     ] No optimal features file found for ATKR: ./output/feature-sets/ATKR.txt
[2025-10-14T23:54:33.579802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:33.579836] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:33.579863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:33.579919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:33.596949] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:33.597681] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:33.597769] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:33.597803] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:33.630858] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:33.630938] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:33.630974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:33.631001] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:33.633985] [DEBUG] [FORECASTER] ATKR: Forecast T+1@11:T+2@11: DOWN (p=24.96%)
[2025-10-14T23:54:33.634236] [INFO ] [FORECASTER] Completed predict_future for ATKR
[2025-10-14T23:54:33.634360] [INFO ] [sig       ] ATKR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:33.771956] [INFO ] [LOCAL     ] Saved forecast: ATKR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATKR.txt
[2025-10-14T23:54:33.772130] [INFO ] [sig       ] [140/1812] Completed ATKR in 0.2s | 4.26 sym/s | Total: 32.9s | ETA: 6.5m
[2025-10-14T23:54:33.772171] [INFO ] [sig       ] [141/1812] Forecasting ATMU...
[2025-10-14T23:54:33.772202] [INFO ] [sig       ] Generating forecast for: ATMU
[2025-10-14T23:54:33.772233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATMU' from 'https://tdm.silogroup.org/data/derivative_storage/ATMU.csv'.
[2025-10-14T23:54:33.780144] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATMU'.
[2025-10-14T23:54:33.780406] [INFO ] [FORECASTER] Starting predict_future for ATMU
[2025-10-14T23:54:33.805525] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:33.806254] [DEBUG] [LOCAL     ] No optimal features file found for ATMU: ./output/feature-sets/ATMU.txt
[2025-10-14T23:54:33.806308] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:33.806380] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:33.806430] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:33.806489] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:33.823575] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:33.824126] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:33.824205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:33.824238] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:33.858261] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:33.858342] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:33.858377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:33.858405] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:33.861423] [DEBUG] [FORECASTER] ATMU: Forecast T+1@11:T+2@11: DOWN (p=41.76%)
[2025-10-14T23:54:33.861719] [INFO ] [FORECASTER] Completed predict_future for ATMU
[2025-10-14T23:54:33.862110] [INFO ] [sig       ] ATMU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:33.999335] [INFO ] [LOCAL     ] Saved forecast: ATMU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATMU.txt
[2025-10-14T23:54:33.999517] [INFO ] [sig       ] [141/1812] Completed ATMU in 0.2s | 4.26 sym/s | Total: 33.1s | ETA: 6.5m
[2025-10-14T23:54:33.999559] [INFO ] [sig       ] [142/1812] Forecasting ATO...
[2025-10-14T23:54:33.999591] [INFO ] [sig       ] Generating forecast for: ATO
[2025-10-14T23:54:33.999623] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATO' from 'https://tdm.silogroup.org/data/derivative_storage/ATO.csv'.
[2025-10-14T23:54:34.007736] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATO'.
[2025-10-14T23:54:34.007995] [INFO ] [FORECASTER] Starting predict_future for ATO
[2025-10-14T23:54:34.032334] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:34.033034] [DEBUG] [LOCAL     ] No optimal features file found for ATO: ./output/feature-sets/ATO.txt
[2025-10-14T23:54:34.033087] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:34.033121] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:34.033150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:34.033212] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:34.050159] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:34.050701] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:34.050783] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:34.050816] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:34.083475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:34.083549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:34.083584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:34.083613] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:34.086561] [DEBUG] [FORECASTER] ATO: Forecast T+1@11:T+2@11: UP (p=60.75%)
[2025-10-14T23:54:34.086834] [INFO ] [FORECASTER] Completed predict_future for ATO
[2025-10-14T23:54:34.086965] [INFO ] [sig       ] ATO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:34.225273] [INFO ] [LOCAL     ] Saved forecast: ATO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ATO.txt
[2025-10-14T23:54:34.225447] [INFO ] [sig       ] [142/1812] Completed ATO in 0.2s | 4.26 sym/s | Total: 33.3s | ETA: 6.5m
[2025-10-14T23:54:34.225488] [INFO ] [sig       ] [143/1812] Forecasting ATR...
[2025-10-14T23:54:34.225518] [INFO ] [sig       ] Generating forecast for: ATR
[2025-10-14T23:54:34.225550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATR' from 'https://tdm.silogroup.org/data/derivative_storage/ATR.csv'.
[2025-10-14T23:54:34.233802] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATR'.
[2025-10-14T23:54:34.234051] [INFO ] [FORECASTER] Starting predict_future for ATR
[2025-10-14T23:54:34.258393] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:34.259092] [DEBUG] [LOCAL     ] No optimal features file found for ATR: ./output/feature-sets/ATR.txt
[2025-10-14T23:54:34.259150] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:34.259183] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:34.259210] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:34.259266] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:34.276007] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:34.276517] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:34.276607] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:34.276670] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:34.312406] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:34.312509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:34.312560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:34.312613] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:34.316052] [DEBUG] [FORECASTER] ATR: Forecast T+1@11:T+2@11: DOWN (p=21.74%)
[2025-10-14T23:54:34.316336] [INFO ] [FORECASTER] Completed predict_future for ATR
[2025-10-14T23:54:34.316497] [INFO ] [sig       ] ATR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:34.453561] [INFO ] [LOCAL     ] Saved forecast: ATR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATR.txt
[2025-10-14T23:54:34.453761] [INFO ] [sig       ] [143/1812] Completed ATR in 0.2s | 4.26 sym/s | Total: 33.5s | ETA: 6.5m
[2025-10-14T23:54:34.453820] [INFO ] [sig       ] [144/1812] Forecasting ATS...
[2025-10-14T23:54:34.453854] [INFO ] [sig       ] Generating forecast for: ATS
[2025-10-14T23:54:34.453885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATS' from 'https://tdm.silogroup.org/data/derivative_storage/ATS.csv'.
[2025-10-14T23:54:34.462352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATS'.
[2025-10-14T23:54:34.462605] [INFO ] [FORECASTER] Starting predict_future for ATS
[2025-10-14T23:54:34.487084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:34.487784] [DEBUG] [LOCAL     ] No optimal features file found for ATS: ./output/feature-sets/ATS.txt
[2025-10-14T23:54:34.487838] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:34.487871] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:34.487899] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:34.487956] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:34.505152] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:34.505715] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:34.505793] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:34.505827] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:34.538897] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:34.538975] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:34.539010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:34.539039] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:34.542018] [DEBUG] [FORECASTER] ATS: Forecast T+1@11:T+2@11: DOWN (p=15.06%)
[2025-10-14T23:54:34.542266] [INFO ] [FORECASTER] Completed predict_future for ATS
[2025-10-14T23:54:34.542388] [INFO ] [sig       ] ATS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:34.678478] [INFO ] [LOCAL     ] Saved forecast: ATS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATS.txt
[2025-10-14T23:54:34.678660] [INFO ] [sig       ] [144/1812] Completed ATS in 0.2s | 4.26 sym/s | Total: 33.8s | ETA: 6.5m
[2025-10-14T23:54:34.678721] [INFO ] [sig       ] [145/1812] Forecasting ATUS...
[2025-10-14T23:54:34.678754] [INFO ] [sig       ] Generating forecast for: ATUS
[2025-10-14T23:54:34.678784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATUS' from 'https://tdm.silogroup.org/data/derivative_storage/ATUS.csv'.
[2025-10-14T23:54:34.687043] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATUS'.
[2025-10-14T23:54:34.687290] [INFO ] [FORECASTER] Starting predict_future for ATUS
[2025-10-14T23:54:34.711761] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:34.712431] [DEBUG] [LOCAL     ] No optimal features file found for ATUS: ./output/feature-sets/ATUS.txt
[2025-10-14T23:54:34.712524] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:34.712576] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:34.712608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:34.712686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:34.729468] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:34.730044] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:34.730123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:34.730160] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:34.761682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:34.761761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:34.761797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:34.761827] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:34.764829] [DEBUG] [FORECASTER] ATUS: Forecast T+1@11:T+2@11: DOWN (p=9.47%)
[2025-10-14T23:54:34.765075] [INFO ] [FORECASTER] Completed predict_future for ATUS
[2025-10-14T23:54:34.765213] [INFO ] [sig       ] ATUS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:34.903321] [INFO ] [LOCAL     ] Saved forecast: ATUS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ATUS.txt
[2025-10-14T23:54:34.903491] [INFO ] [sig       ] [145/1812] Completed ATUS in 0.2s | 4.27 sym/s | Total: 34.0s | ETA: 6.5m
[2025-10-14T23:54:34.903531] [INFO ] [sig       ] [146/1812] Forecasting AUB...
[2025-10-14T23:54:34.903562] [INFO ] [sig       ] Generating forecast for: AUB
[2025-10-14T23:54:34.903593] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AUB' from 'https://tdm.silogroup.org/data/derivative_storage/AUB.csv'.
[2025-10-14T23:54:34.917877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AUB'.
[2025-10-14T23:54:34.918320] [INFO ] [FORECASTER] Starting predict_future for AUB
[2025-10-14T23:54:34.943279] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:34.943988] [DEBUG] [LOCAL     ] No optimal features file found for AUB: ./output/feature-sets/AUB.txt
[2025-10-14T23:54:34.944041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:34.944075] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:34.944103] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:34.944160] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:34.961347] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:34.961969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:34.962051] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:34.962085] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:34.996157] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:34.996238] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:34.996273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:34.996302] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:34.999307] [DEBUG] [FORECASTER] AUB: Forecast T+1@11:T+2@11: DOWN (p=1.43%)
[2025-10-14T23:54:34.999553] [INFO ] [FORECASTER] Completed predict_future for AUB
[2025-10-14T23:54:34.999712] [INFO ] [sig       ] AUB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:35.138863] [INFO ] [LOCAL     ] Saved forecast: AUB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AUB.txt
[2025-10-14T23:54:35.139091] [INFO ] [sig       ] [146/1812] Completed AUB in 0.2s | 4.27 sym/s | Total: 34.2s | ETA: 6.5m
[2025-10-14T23:54:35.139133] [INFO ] [sig       ] [147/1812] Forecasting AUNA...
[2025-10-14T23:54:35.139166] [INFO ] [sig       ] Generating forecast for: AUNA
[2025-10-14T23:54:35.139207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AUNA' from 'https://tdm.silogroup.org/data/derivative_storage/AUNA.csv'.
[2025-10-14T23:54:35.147482] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AUNA'.
[2025-10-14T23:54:35.147744] [INFO ] [FORECASTER] Starting predict_future for AUNA
[2025-10-14T23:54:35.172378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:35.173090] [DEBUG] [LOCAL     ] No optimal features file found for AUNA: ./output/feature-sets/AUNA.txt
[2025-10-14T23:54:35.173143] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:35.173177] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:35.173204] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:35.173261] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:35.190042] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:35.190561] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:35.190637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:35.190712] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:35.224564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:35.224637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:35.224715] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:35.224748] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:35.227703] [DEBUG] [FORECASTER] AUNA: Forecast T+1@11:T+2@11: DOWN (p=9.74%)
[2025-10-14T23:54:35.227947] [INFO ] [FORECASTER] Completed predict_future for AUNA
[2025-10-14T23:54:35.228107] [INFO ] [sig       ] AUNA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:35.365981] [INFO ] [LOCAL     ] Saved forecast: AUNA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AUNA.txt
[2025-10-14T23:54:35.366217] [INFO ] [sig       ] [147/1812] Completed AUNA in 0.2s | 4.27 sym/s | Total: 34.5s | ETA: 6.5m
[2025-10-14T23:54:35.366259] [INFO ] [sig       ] [148/1812] Forecasting AVA...
[2025-10-14T23:54:35.366290] [INFO ] [sig       ] Generating forecast for: AVA
[2025-10-14T23:54:35.366320] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVA' from 'https://tdm.silogroup.org/data/derivative_storage/AVA.csv'.
[2025-10-14T23:54:35.375118] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVA'.
[2025-10-14T23:54:35.375380] [INFO ] [FORECASTER] Starting predict_future for AVA
[2025-10-14T23:54:35.399753] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:35.400470] [DEBUG] [LOCAL     ] No optimal features file found for AVA: ./output/feature-sets/AVA.txt
[2025-10-14T23:54:35.400522] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:35.400556] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:35.400584] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:35.400660] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:35.417746] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:35.418307] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:35.418385] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:35.418418] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:35.452583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:35.452704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:35.452753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:35.452783] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:35.455872] [DEBUG] [FORECASTER] AVA: Forecast T+1@11:T+2@11: DOWN (p=26.57%)
[2025-10-14T23:54:35.456144] [INFO ] [FORECASTER] Completed predict_future for AVA
[2025-10-14T23:54:35.456275] [INFO ] [sig       ] AVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:35.593759] [INFO ] [LOCAL     ] Saved forecast: AVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AVA.txt
[2025-10-14T23:54:35.593989] [INFO ] [sig       ] [148/1812] Completed AVA in 0.2s | 4.27 sym/s | Total: 34.7s | ETA: 6.5m
[2025-10-14T23:54:35.594031] [INFO ] [sig       ] [149/1812] Forecasting AVAL...
[2025-10-14T23:54:35.594061] [INFO ] [sig       ] Generating forecast for: AVAL
[2025-10-14T23:54:35.594091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVAL' from 'https://tdm.silogroup.org/data/derivative_storage/AVAL.csv'.
[2025-10-14T23:54:35.602736] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVAL'.
[2025-10-14T23:54:35.603002] [INFO ] [FORECASTER] Starting predict_future for AVAL
[2025-10-14T23:54:35.627237] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:35.627963] [DEBUG] [LOCAL     ] No optimal features file found for AVAL: ./output/feature-sets/AVAL.txt
[2025-10-14T23:54:35.628017] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:35.628107] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:35.628146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:35.628205] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:35.645080] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:35.645615] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:35.645722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:35.645764] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:35.679244] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:35.679394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:35.679434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:35.679464] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:35.682867] [DEBUG] [FORECASTER] AVAL: Forecast T+1@11:T+2@11: UP (p=71.34%)
[2025-10-14T23:54:35.683143] [INFO ] [FORECASTER] Completed predict_future for AVAL
[2025-10-14T23:54:35.683282] [INFO ] [sig       ] AVAL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:35.819900] [INFO ] [LOCAL     ] Saved forecast: AVAL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVAL.txt
[2025-10-14T23:54:35.820123] [INFO ] [sig       ] [149/1812] Completed AVAL in 0.2s | 4.27 sym/s | Total: 34.9s | ETA: 6.5m
[2025-10-14T23:54:35.820169] [INFO ] [sig       ] [150/1812] Forecasting AVB...
[2025-10-14T23:54:35.820203] [INFO ] [sig       ] Generating forecast for: AVB
[2025-10-14T23:54:35.820234] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVB' from 'https://tdm.silogroup.org/data/derivative_storage/AVB.csv'.
[2025-10-14T23:54:35.828788] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVB'.
[2025-10-14T23:54:35.829039] [INFO ] [FORECASTER] Starting predict_future for AVB
[2025-10-14T23:54:35.853328] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:35.854104] [DEBUG] [LOCAL     ] No optimal features file found for AVB: ./output/feature-sets/AVB.txt
[2025-10-14T23:54:35.854163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:35.854198] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:35.854227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:35.854290] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:35.871360] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:35.872017] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:35.872119] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:35.872153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:35.909094] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:35.909217] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:35.909256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:35.909286] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:35.912506] [DEBUG] [FORECASTER] AVB: Forecast T+1@11:T+2@11: UP (p=82.10%)
[2025-10-14T23:54:35.912810] [INFO ] [FORECASTER] Completed predict_future for AVB
[2025-10-14T23:54:35.912952] [INFO ] [sig       ] AVB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:36.061150] [INFO ] [LOCAL     ] Saved forecast: AVB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVB.txt
[2025-10-14T23:54:36.061361] [INFO ] [sig       ] [150/1812] Completed AVB in 0.2s | 4.27 sym/s | Total: 35.1s | ETA: 6.5m
[2025-10-14T23:54:36.061403] [INFO ] [sig       ] [151/1812] Forecasting AVD...
[2025-10-14T23:54:36.061433] [INFO ] [sig       ] Generating forecast for: AVD
[2025-10-14T23:54:36.061465] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVD' from 'https://tdm.silogroup.org/data/derivative_storage/AVD.csv'.
[2025-10-14T23:54:36.069849] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVD'.
[2025-10-14T23:54:36.070152] [INFO ] [FORECASTER] Starting predict_future for AVD
[2025-10-14T23:54:36.099177] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:36.100033] [DEBUG] [LOCAL     ] No optimal features file found for AVD: ./output/feature-sets/AVD.txt
[2025-10-14T23:54:36.100090] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:36.100126] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:36.100154] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:36.100210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:36.117111] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:36.117682] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:36.117775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:36.117830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:36.153965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:36.154079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:36.154117] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:36.154147] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:36.157357] [DEBUG] [FORECASTER] AVD: Forecast T+1@11:T+2@11: UP (p=88.06%)
[2025-10-14T23:54:36.157612] [INFO ] [FORECASTER] Completed predict_future for AVD
[2025-10-14T23:54:36.157780] [INFO ] [sig       ] AVD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:36.295042] [INFO ] [LOCAL     ] Saved forecast: AVD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVD.txt
[2025-10-14T23:54:36.295259] [INFO ] [sig       ] [151/1812] Completed AVD in 0.2s | 4.27 sym/s | Total: 35.4s | ETA: 6.5m
[2025-10-14T23:54:36.295319] [INFO ] [sig       ] [152/1812] Forecasting AVK...
[2025-10-14T23:54:36.295374] [INFO ] [sig       ] Generating forecast for: AVK
[2025-10-14T23:54:36.295408] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVK' from 'https://tdm.silogroup.org/data/derivative_storage/AVK.csv'.
[2025-10-14T23:54:36.305067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVK'.
[2025-10-14T23:54:36.305422] [INFO ] [FORECASTER] Starting predict_future for AVK
[2025-10-14T23:54:36.330039] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:36.330760] [DEBUG] [LOCAL     ] No optimal features file found for AVK: ./output/feature-sets/AVK.txt
[2025-10-14T23:54:36.330831] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:36.330866] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:36.330894] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:36.330950] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:36.347936] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:36.348486] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:36.348565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:36.348598] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:36.382830] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:36.382952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:36.383028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:36.383097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:36.386355] [DEBUG] [FORECASTER] AVK: Forecast T+1@11:T+2@11: UP (p=62.21%)
[2025-10-14T23:54:36.386620] [INFO ] [FORECASTER] Completed predict_future for AVK
[2025-10-14T23:54:36.386801] [INFO ] [sig       ] AVK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:36.526930] [INFO ] [LOCAL     ] Saved forecast: AVK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVK.txt
[2025-10-14T23:54:36.527170] [INFO ] [sig       ] [152/1812] Completed AVK in 0.2s | 4.27 sym/s | Total: 35.6s | ETA: 6.5m
[2025-10-14T23:54:36.527232] [INFO ] [sig       ] [153/1812] Forecasting AVNS...
[2025-10-14T23:54:36.527266] [INFO ] [sig       ] Generating forecast for: AVNS
[2025-10-14T23:54:36.527297] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVNS' from 'https://tdm.silogroup.org/data/derivative_storage/AVNS.csv'.
[2025-10-14T23:54:36.535877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVNS'.
[2025-10-14T23:54:36.536136] [INFO ] [FORECASTER] Starting predict_future for AVNS
[2025-10-14T23:54:36.561013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:36.561790] [DEBUG] [LOCAL     ] No optimal features file found for AVNS: ./output/feature-sets/AVNS.txt
[2025-10-14T23:54:36.561848] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:36.561883] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:36.561912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:36.561971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:36.579463] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:36.580147] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:36.580229] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:36.580269] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:36.617559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:36.617693] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:36.617745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:36.617776] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:36.621011] [DEBUG] [FORECASTER] AVNS: Forecast T+1@11:T+2@11: UP (p=52.30%)
[2025-10-14T23:54:36.621277] [INFO ] [FORECASTER] Completed predict_future for AVNS
[2025-10-14T23:54:36.621411] [INFO ] [sig       ] AVNS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:36.760420] [INFO ] [LOCAL     ] Saved forecast: AVNS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVNS.txt
[2025-10-14T23:54:36.760665] [INFO ] [sig       ] [153/1812] Completed AVNS in 0.2s | 4.27 sym/s | Total: 35.8s | ETA: 6.5m
[2025-10-14T23:54:36.760727] [INFO ] [sig       ] [154/1812] Forecasting AVNT...
[2025-10-14T23:54:36.760760] [INFO ] [sig       ] Generating forecast for: AVNT
[2025-10-14T23:54:36.760801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVNT' from 'https://tdm.silogroup.org/data/derivative_storage/AVNT.csv'.
[2025-10-14T23:54:36.769180] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVNT'.
[2025-10-14T23:54:36.769447] [INFO ] [FORECASTER] Starting predict_future for AVNT
[2025-10-14T23:54:36.794027] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:36.794760] [DEBUG] [LOCAL     ] No optimal features file found for AVNT: ./output/feature-sets/AVNT.txt
[2025-10-14T23:54:36.794815] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:36.794849] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:36.794877] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:36.794933] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:36.811990] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:36.812539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:36.812616] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:36.812677] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:36.849919] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:36.850053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:36.850091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:36.850120] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:36.853348] [DEBUG] [FORECASTER] AVNT: Forecast T+1@11:T+2@11: DOWN (p=7.48%)
[2025-10-14T23:54:36.853609] [INFO ] [FORECASTER] Completed predict_future for AVNT
[2025-10-14T23:54:36.853780] [INFO ] [sig       ] AVNT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:36.990980] [INFO ] [LOCAL     ] Saved forecast: AVNT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AVNT.txt
[2025-10-14T23:54:36.991183] [INFO ] [sig       ] [154/1812] Completed AVNT in 0.2s | 4.27 sym/s | Total: 36.1s | ETA: 6.5m
[2025-10-14T23:54:36.991225] [INFO ] [sig       ] [155/1812] Forecasting AVTR...
[2025-10-14T23:54:36.991255] [INFO ] [sig       ] Generating forecast for: AVTR
[2025-10-14T23:54:36.991287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVTR' from 'https://tdm.silogroup.org/data/derivative_storage/AVTR.csv'.
[2025-10-14T23:54:36.999956] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVTR'.
[2025-10-14T23:54:37.000226] [INFO ] [FORECASTER] Starting predict_future for AVTR
[2025-10-14T23:54:37.025082] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:37.025918] [DEBUG] [LOCAL     ] No optimal features file found for AVTR: ./output/feature-sets/AVTR.txt
[2025-10-14T23:54:37.025976] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:37.026011] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:37.026041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:37.026098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:37.043538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:37.044331] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:37.044417] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:37.044454] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:37.081058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:37.081228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:37.081270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:37.081301] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:37.084762] [DEBUG] [FORECASTER] AVTR: Forecast T+1@11:T+2@11: UP (p=51.85%)
[2025-10-14T23:54:37.085065] [INFO ] [FORECASTER] Completed predict_future for AVTR
[2025-10-14T23:54:37.085230] [INFO ] [sig       ] AVTR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:37.232169] [INFO ] [LOCAL     ] Saved forecast: AVTR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AVTR.txt
[2025-10-14T23:54:37.232397] [INFO ] [sig       ] [155/1812] Completed AVTR in 0.2s | 4.27 sym/s | Total: 36.3s | ETA: 6.5m
[2025-10-14T23:54:37.232457] [INFO ] [sig       ] [156/1812] Forecasting AWF...
[2025-10-14T23:54:37.232492] [INFO ] [sig       ] Generating forecast for: AWF
[2025-10-14T23:54:37.232524] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWF' from 'https://tdm.silogroup.org/data/derivative_storage/AWF.csv'.
[2025-10-14T23:54:37.242404] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWF'.
[2025-10-14T23:54:37.242803] [INFO ] [FORECASTER] Starting predict_future for AWF
[2025-10-14T23:54:37.267622] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:37.268380] [DEBUG] [LOCAL     ] No optimal features file found for AWF: ./output/feature-sets/AWF.txt
[2025-10-14T23:54:37.268435] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:37.268468] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:37.268496] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:37.268551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:37.285454] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:37.286056] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:37.286135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:37.286168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:37.321046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:37.321158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:37.321196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:37.321225] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:37.324410] [DEBUG] [FORECASTER] AWF: Forecast T+1@11:T+2@11: UP (p=74.77%)
[2025-10-14T23:54:37.324683] [INFO ] [FORECASTER] Completed predict_future for AWF
[2025-10-14T23:54:37.324830] [INFO ] [sig       ] AWF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:37.463415] [INFO ] [LOCAL     ] Saved forecast: AWF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AWF.txt
[2025-10-14T23:54:37.463719] [INFO ] [sig       ] [156/1812] Completed AWF in 0.2s | 4.27 sym/s | Total: 36.6s | ETA: 6.5m
[2025-10-14T23:54:37.463780] [INFO ] [sig       ] [157/1812] Forecasting AWI...
[2025-10-14T23:54:37.463814] [INFO ] [sig       ] Generating forecast for: AWI
[2025-10-14T23:54:37.463846] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWI' from 'https://tdm.silogroup.org/data/derivative_storage/AWI.csv'.
[2025-10-14T23:54:37.473141] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWI'.
[2025-10-14T23:54:37.473466] [INFO ] [FORECASTER] Starting predict_future for AWI
[2025-10-14T23:54:37.497855] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:37.498546] [DEBUG] [LOCAL     ] No optimal features file found for AWI: ./output/feature-sets/AWI.txt
[2025-10-14T23:54:37.498600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:37.498632] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:37.498698] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:37.498767] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:37.515968] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:37.516486] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:37.516562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:37.516632] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:37.556787] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:37.556868] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:37.556903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:37.556931] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:37.559926] [DEBUG] [FORECASTER] AWI: Forecast T+1@11:T+2@11: DOWN (p=11.95%)
[2025-10-14T23:54:37.560169] [INFO ] [FORECASTER] Completed predict_future for AWI
[2025-10-14T23:54:37.560303] [INFO ] [sig       ] AWI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:37.698691] [INFO ] [LOCAL     ] Saved forecast: AWI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AWI.txt
[2025-10-14T23:54:37.698909] [INFO ] [sig       ] [157/1812] Completed AWI in 0.2s | 4.27 sym/s | Total: 36.8s | ETA: 6.5m
[2025-10-14T23:54:37.698952] [INFO ] [sig       ] [158/1812] Forecasting AWK...
[2025-10-14T23:54:37.698982] [INFO ] [sig       ] Generating forecast for: AWK
[2025-10-14T23:54:37.699013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWK' from 'https://tdm.silogroup.org/data/derivative_storage/AWK.csv'.
[2025-10-14T23:54:37.707363] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWK'.
[2025-10-14T23:54:37.707612] [INFO ] [FORECASTER] Starting predict_future for AWK
[2025-10-14T23:54:37.732308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:37.733032] [DEBUG] [LOCAL     ] No optimal features file found for AWK: ./output/feature-sets/AWK.txt
[2025-10-14T23:54:37.733103] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:37.733166] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:37.733199] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:37.733263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:37.750517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:37.751098] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:37.751178] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:37.751212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:37.787338] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:37.787427] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:37.787464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:37.787493] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:37.790611] [DEBUG] [FORECASTER] AWK: Forecast T+1@11:T+2@11: UP (p=93.05%)
[2025-10-14T23:54:37.790895] [INFO ] [FORECASTER] Completed predict_future for AWK
[2025-10-14T23:54:37.791035] [INFO ] [sig       ] AWK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:37.930036] [INFO ] [LOCAL     ] Saved forecast: AWK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AWK.txt
[2025-10-14T23:54:37.930308] [INFO ] [sig       ] [158/1812] Completed AWK in 0.2s | 4.27 sym/s | Total: 37.0s | ETA: 6.5m
[2025-10-14T23:54:37.930350] [INFO ] [sig       ] [159/1812] Forecasting AWP...
[2025-10-14T23:54:37.930380] [INFO ] [sig       ] Generating forecast for: AWP
[2025-10-14T23:54:37.930460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWP' from 'https://tdm.silogroup.org/data/derivative_storage/AWP.csv'.
[2025-10-14T23:54:37.939693] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWP'.
[2025-10-14T23:54:37.939986] [INFO ] [FORECASTER] Starting predict_future for AWP
[2025-10-14T23:54:37.965059] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:37.965839] [DEBUG] [LOCAL     ] No optimal features file found for AWP: ./output/feature-sets/AWP.txt
[2025-10-14T23:54:37.965911] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:37.965946] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:37.965974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:37.966031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:37.983153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:37.983812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:37.983901] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:37.983934] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:38.029008] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:38.029141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:38.029204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:38.029257] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:38.032689] [DEBUG] [FORECASTER] AWP: Forecast T+1@11:T+2@11: DOWN (p=8.36%)
[2025-10-14T23:54:38.032964] [INFO ] [FORECASTER] Completed predict_future for AWP
[2025-10-14T23:54:38.033101] [INFO ] [sig       ] AWP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:38.170820] [INFO ] [LOCAL     ] Saved forecast: AWP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AWP.txt
[2025-10-14T23:54:38.171082] [INFO ] [sig       ] [159/1812] Completed AWP in 0.2s | 4.27 sym/s | Total: 37.3s | ETA: 6.5m
[2025-10-14T23:54:38.171142] [INFO ] [sig       ] [160/1812] Forecasting AWR...
[2025-10-14T23:54:38.171176] [INFO ] [sig       ] Generating forecast for: AWR
[2025-10-14T23:54:38.171207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWR' from 'https://tdm.silogroup.org/data/derivative_storage/AWR.csv'.
[2025-10-14T23:54:38.179417] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWR'.
[2025-10-14T23:54:38.179693] [INFO ] [FORECASTER] Starting predict_future for AWR
[2025-10-14T23:54:38.204608] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:38.205346] [DEBUG] [LOCAL     ] No optimal features file found for AWR: ./output/feature-sets/AWR.txt
[2025-10-14T23:54:38.205401] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:38.205436] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:38.205464] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:38.205522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:38.223041] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:38.223582] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:38.223685] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:38.223739] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:38.258429] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:38.258584] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:38.258624] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:38.258686] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:38.262090] [DEBUG] [FORECASTER] AWR: Forecast T+1@11:T+2@11: UP (p=92.06%)
[2025-10-14T23:54:38.262373] [INFO ] [FORECASTER] Completed predict_future for AWR
[2025-10-14T23:54:38.262509] [INFO ] [sig       ] AWR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:38.401407] [INFO ] [LOCAL     ] Saved forecast: AWR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AWR.txt
[2025-10-14T23:54:38.401660] [INFO ] [sig       ] [160/1812] Completed AWR in 0.2s | 4.27 sym/s | Total: 37.5s | ETA: 6.5m
[2025-10-14T23:54:38.401723] [INFO ] [sig       ] [161/1812] Forecasting AX...
[2025-10-14T23:54:38.401757] [INFO ] [sig       ] Generating forecast for: AX
[2025-10-14T23:54:38.401788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AX' from 'https://tdm.silogroup.org/data/derivative_storage/AX.csv'.
[2025-10-14T23:54:38.410137] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AX'.
[2025-10-14T23:54:38.410410] [INFO ] [FORECASTER] Starting predict_future for AX
[2025-10-14T23:54:38.434609] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:38.435290] [DEBUG] [LOCAL     ] No optimal features file found for AX: ./output/feature-sets/AX.txt
[2025-10-14T23:54:38.435344] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:38.435377] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:38.435405] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:38.435462] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:38.453167] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:38.454220] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:38.454334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:38.454381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:38.496484] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:38.496697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:38.496756] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:38.496788] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:38.500363] [DEBUG] [FORECASTER] AX: Forecast T+1@11:T+2@11: UP (p=96.74%)
[2025-10-14T23:54:38.500636] [INFO ] [FORECASTER] Completed predict_future for AX
[2025-10-14T23:54:38.500813] [INFO ] [sig       ] AX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:38.643869] [INFO ] [LOCAL     ] Saved forecast: AX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AX.txt
[2025-10-14T23:54:38.644105] [INFO ] [sig       ] [161/1812] Completed AX in 0.2s | 4.27 sym/s | Total: 37.7s | ETA: 6.4m
[2025-10-14T23:54:38.644148] [INFO ] [sig       ] [162/1812] Forecasting AXL...
[2025-10-14T23:54:38.644179] [INFO ] [sig       ] Generating forecast for: AXL
[2025-10-14T23:54:38.644210] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXL' from 'https://tdm.silogroup.org/data/derivative_storage/AXL.csv'.
[2025-10-14T23:54:38.656799] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXL'.
[2025-10-14T23:54:38.657102] [INFO ] [FORECASTER] Starting predict_future for AXL
[2025-10-14T23:54:38.682481] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:38.683201] [DEBUG] [LOCAL     ] No optimal features file found for AXL: ./output/feature-sets/AXL.txt
[2025-10-14T23:54:38.683290] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:38.683332] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:38.683366] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:38.683426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:38.700961] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:38.701500] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:38.701579] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:38.701613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:38.738288] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:38.738392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:38.738429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:38.738458] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:38.741664] [DEBUG] [FORECASTER] AXL: Forecast T+1@11:T+2@11: DOWN (p=32.67%)
[2025-10-14T23:54:38.741927] [INFO ] [FORECASTER] Completed predict_future for AXL
[2025-10-14T23:54:38.742084] [INFO ] [sig       ] AXL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:38.884437] [INFO ] [LOCAL     ] Saved forecast: AXL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AXL.txt
[2025-10-14T23:54:38.884668] [INFO ] [sig       ] [162/1812] Completed AXL in 0.2s | 4.27 sym/s | Total: 38.0s | ETA: 6.4m
[2025-10-14T23:54:38.884728] [INFO ] [sig       ] [163/1812] Forecasting AXP...
[2025-10-14T23:54:38.884761] [INFO ] [sig       ] Generating forecast for: AXP
[2025-10-14T23:54:38.884792] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXP' from 'https://tdm.silogroup.org/data/derivative_storage/AXP.csv'.
[2025-10-14T23:54:38.893836] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXP'.
[2025-10-14T23:54:38.894100] [INFO ] [FORECASTER] Starting predict_future for AXP
[2025-10-14T23:54:38.918697] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:38.919349] [DEBUG] [LOCAL     ] No optimal features file found for AXP: ./output/feature-sets/AXP.txt
[2025-10-14T23:54:38.919403] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:38.919437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:38.919465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:38.919522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:38.936258] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:38.936812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:38.936890] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:38.936923] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:38.972272] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:38.972390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:38.972428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:38.972456] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:38.975634] [DEBUG] [FORECASTER] AXP: Forecast T+1@11:T+2@11: DOWN (p=27.36%)
[2025-10-14T23:54:38.975918] [INFO ] [FORECASTER] Completed predict_future for AXP
[2025-10-14T23:54:38.976055] [INFO ] [sig       ] AXP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:39.113104] [INFO ] [LOCAL     ] Saved forecast: AXP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AXP.txt
[2025-10-14T23:54:39.113307] [INFO ] [sig       ] [163/1812] Completed AXP in 0.2s | 4.27 sym/s | Total: 38.2s | ETA: 6.4m
[2025-10-14T23:54:39.113348] [INFO ] [sig       ] [164/1812] Forecasting AXR...
[2025-10-14T23:54:39.113378] [INFO ] [sig       ] Generating forecast for: AXR
[2025-10-14T23:54:39.113409] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXR' from 'https://tdm.silogroup.org/data/derivative_storage/AXR.csv'.
[2025-10-14T23:54:39.121635] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXR'.
[2025-10-14T23:54:39.121917] [INFO ] [FORECASTER] Starting predict_future for AXR
[2025-10-14T23:54:39.147529] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:39.148263] [DEBUG] [LOCAL     ] No optimal features file found for AXR: ./output/feature-sets/AXR.txt
[2025-10-14T23:54:39.148320] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:39.148355] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:39.148382] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:39.148439] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:39.165407] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:39.165961] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:39.166039] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:39.166071] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:39.199174] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:39.199332] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:39.199372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:39.199401] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:39.202833] [DEBUG] [FORECASTER] AXR: Forecast T+1@11:T+2@11: DOWN (p=10.42%)
[2025-10-14T23:54:39.203093] [INFO ] [FORECASTER] Completed predict_future for AXR
[2025-10-14T23:54:39.203230] [INFO ] [sig       ] AXR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:39.345168] [INFO ] [LOCAL     ] Saved forecast: AXR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AXR.txt
[2025-10-14T23:54:39.345396] [INFO ] [sig       ] [164/1812] Completed AXR in 0.2s | 4.27 sym/s | Total: 38.4s | ETA: 6.4m
[2025-10-14T23:54:39.345440] [INFO ] [sig       ] [165/1812] Forecasting AXS...
[2025-10-14T23:54:39.345480] [INFO ] [sig       ] Generating forecast for: AXS
[2025-10-14T23:54:39.345536] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXS' from 'https://tdm.silogroup.org/data/derivative_storage/AXS.csv'.
[2025-10-14T23:54:39.354027] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXS'.
[2025-10-14T23:54:39.354288] [INFO ] [FORECASTER] Starting predict_future for AXS
[2025-10-14T23:54:39.378702] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:39.379383] [DEBUG] [LOCAL     ] No optimal features file found for AXS: ./output/feature-sets/AXS.txt
[2025-10-14T23:54:39.379441] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:39.379474] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:39.379502] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:39.379559] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:39.396609] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:39.397158] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:39.397267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:39.397306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:39.432998] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:39.433090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:39.433127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:39.433155] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:39.436175] [DEBUG] [FORECASTER] AXS: Forecast T+1@11:T+2@11: DOWN (p=23.15%)
[2025-10-14T23:54:39.436426] [INFO ] [FORECASTER] Completed predict_future for AXS
[2025-10-14T23:54:39.436558] [INFO ] [sig       ] AXS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:39.573358] [INFO ] [LOCAL     ] Saved forecast: AXS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AXS.txt
[2025-10-14T23:54:39.573604] [INFO ] [sig       ] [165/1812] Completed AXS in 0.2s | 4.27 sym/s | Total: 38.7s | ETA: 6.4m
[2025-10-14T23:54:39.573673] [INFO ] [sig       ] [166/1812] Forecasting AXTA...
[2025-10-14T23:54:39.573725] [INFO ] [sig       ] Generating forecast for: AXTA
[2025-10-14T23:54:39.573760] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXTA' from 'https://tdm.silogroup.org/data/derivative_storage/AXTA.csv'.
[2025-10-14T23:54:39.582051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXTA'.
[2025-10-14T23:54:39.582314] [INFO ] [FORECASTER] Starting predict_future for AXTA
[2025-10-14T23:54:39.606552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:39.607233] [DEBUG] [LOCAL     ] No optimal features file found for AXTA: ./output/feature-sets/AXTA.txt
[2025-10-14T23:54:39.607287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:39.607333] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:39.607363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:39.607420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:39.624212] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:39.624787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:39.624865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:39.624898] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:39.660772] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:39.660860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:39.660896] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:39.660925] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:39.663960] [DEBUG] [FORECASTER] AXTA: Forecast T+1@11:T+2@11: DOWN (p=18.60%)
[2025-10-14T23:54:39.664210] [INFO ] [FORECASTER] Completed predict_future for AXTA
[2025-10-14T23:54:39.664342] [INFO ] [sig       ] AXTA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:39.803952] [INFO ] [LOCAL     ] Saved forecast: AXTA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AXTA.txt
[2025-10-14T23:54:39.804170] [INFO ] [sig       ] [166/1812] Completed AXTA in 0.2s | 4.27 sym/s | Total: 38.9s | ETA: 6.4m
[2025-10-14T23:54:39.804212] [INFO ] [sig       ] [167/1812] Forecasting AYI...
[2025-10-14T23:54:39.804242] [INFO ] [sig       ] Generating forecast for: AYI
[2025-10-14T23:54:39.804274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AYI' from 'https://tdm.silogroup.org/data/derivative_storage/AYI.csv'.
[2025-10-14T23:54:39.813368] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AYI'.
[2025-10-14T23:54:39.813705] [INFO ] [FORECASTER] Starting predict_future for AYI
[2025-10-14T23:54:39.838302] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:39.839026] [DEBUG] [LOCAL     ] No optimal features file found for AYI: ./output/feature-sets/AYI.txt
[2025-10-14T23:54:39.839080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:39.839114] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:39.839141] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:39.839198] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:39.856088] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:39.856606] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:39.856713] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:39.856759] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:39.895762] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:39.895884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:39.895922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:39.895950] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:39.899169] [DEBUG] [FORECASTER] AYI: Forecast T+1@11:T+2@11: DOWN (p=8.20%)
[2025-10-14T23:54:39.899425] [INFO ] [FORECASTER] Completed predict_future for AYI
[2025-10-14T23:54:39.899554] [INFO ] [sig       ] AYI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:40.036810] [INFO ] [LOCAL     ] Saved forecast: AYI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AYI.txt
[2025-10-14T23:54:40.037021] [INFO ] [sig       ] [167/1812] Completed AYI in 0.2s | 4.27 sym/s | Total: 39.1s | ETA: 6.4m
[2025-10-14T23:54:40.037064] [INFO ] [sig       ] [168/1812] Forecasting AZO...
[2025-10-14T23:54:40.037094] [INFO ] [sig       ] Generating forecast for: AZO
[2025-10-14T23:54:40.037124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AZO' from 'https://tdm.silogroup.org/data/derivative_storage/AZO.csv'.
[2025-10-14T23:54:40.046416] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AZO'.
[2025-10-14T23:54:40.046786] [INFO ] [FORECASTER] Starting predict_future for AZO
[2025-10-14T23:54:40.071967] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:40.072753] [DEBUG] [LOCAL     ] No optimal features file found for AZO: ./output/feature-sets/AZO.txt
[2025-10-14T23:54:40.072808] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:40.072841] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:40.072868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:40.072924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:40.090018] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:40.090589] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:40.090695] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:40.090747] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:40.126765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:40.126917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:40.126956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:40.126985] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:40.133005] [DEBUG] [FORECASTER] AZO: Forecast T+1@11:T+2@11: UP (p=91.11%)
[2025-10-14T23:54:40.133308] [INFO ] [FORECASTER] Completed predict_future for AZO
[2025-10-14T23:54:40.133445] [INFO ] [sig       ] AZO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:40.271371] [INFO ] [LOCAL     ] Saved forecast: AZO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/AZO.txt
[2025-10-14T23:54:40.271573] [INFO ] [sig       ] [168/1812] Completed AZO in 0.2s | 4.27 sym/s | Total: 39.4s | ETA: 6.4m
[2025-10-14T23:54:40.271614] [INFO ] [sig       ] [169/1812] Forecasting AZZ...
[2025-10-14T23:54:40.271670] [INFO ] [sig       ] Generating forecast for: AZZ
[2025-10-14T23:54:40.271723] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AZZ' from 'https://tdm.silogroup.org/data/derivative_storage/AZZ.csv'.
[2025-10-14T23:54:40.279979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AZZ'.
[2025-10-14T23:54:40.280225] [INFO ] [FORECASTER] Starting predict_future for AZZ
[2025-10-14T23:54:40.304583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:40.305280] [DEBUG] [LOCAL     ] No optimal features file found for AZZ: ./output/feature-sets/AZZ.txt
[2025-10-14T23:54:40.305336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:40.305368] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:40.305396] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:40.305452] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:40.322722] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:40.323239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:40.323317] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:40.323350] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:40.359234] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:40.359319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:40.359354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:40.359381] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:40.362453] [DEBUG] [FORECASTER] AZZ: Forecast T+1@11:T+2@11: DOWN (p=5.76%)
[2025-10-14T23:54:40.362739] [INFO ] [FORECASTER] Completed predict_future for AZZ
[2025-10-14T23:54:40.362877] [INFO ] [sig       ] AZZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:40.499128] [INFO ] [LOCAL     ] Saved forecast: AZZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/AZZ.txt
[2025-10-14T23:54:40.499311] [INFO ] [sig       ] [169/1812] Completed AZZ in 0.2s | 4.27 sym/s | Total: 39.6s | ETA: 6.4m
[2025-10-14T23:54:40.499353] [INFO ] [sig       ] [170/1812] Forecasting BA...
[2025-10-14T23:54:40.499384] [INFO ] [sig       ] Generating forecast for: BA
[2025-10-14T23:54:40.499415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BA' from 'https://tdm.silogroup.org/data/derivative_storage/BA.csv'.
[2025-10-14T23:54:40.508261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BA'.
[2025-10-14T23:54:40.508526] [INFO ] [FORECASTER] Starting predict_future for BA
[2025-10-14T23:54:40.532999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:40.533671] [DEBUG] [LOCAL     ] No optimal features file found for BA: ./output/feature-sets/BA.txt
[2025-10-14T23:54:40.533728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:40.533761] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:40.533789] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:40.533845] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:40.550871] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:40.551378] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:40.551452] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:40.551486] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:40.591879] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:40.591958] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:40.591993] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:40.592022] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:40.594980] [DEBUG] [FORECASTER] BA: Forecast T+1@11:T+2@11: DOWN (p=10.70%)
[2025-10-14T23:54:40.595223] [INFO ] [FORECASTER] Completed predict_future for BA
[2025-10-14T23:54:40.595351] [INFO ] [sig       ] BA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:40.736848] [INFO ] [LOCAL     ] Saved forecast: BA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BA.txt
[2025-10-14T23:54:40.737058] [INFO ] [sig       ] [170/1812] Completed BA in 0.2s | 4.27 sym/s | Total: 39.8s | ETA: 6.4m
[2025-10-14T23:54:40.737114] [INFO ] [sig       ] [171/1812] Forecasting BABA...
[2025-10-14T23:54:40.737147] [INFO ] [sig       ] Generating forecast for: BABA
[2025-10-14T23:54:40.737178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BABA' from 'https://tdm.silogroup.org/data/derivative_storage/BABA.csv'.
[2025-10-14T23:54:40.746400] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BABA'.
[2025-10-14T23:54:40.746714] [INFO ] [FORECASTER] Starting predict_future for BABA
[2025-10-14T23:54:40.771337] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:40.772064] [DEBUG] [LOCAL     ] No optimal features file found for BABA: ./output/feature-sets/BABA.txt
[2025-10-14T23:54:40.772118] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:40.772151] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:40.772178] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:40.772235] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:40.789292] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:40.789876] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:40.789954] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:40.789987] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:40.824896] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:40.825029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:40.825068] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:40.825097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:40.828265] [DEBUG] [FORECASTER] BABA: Forecast T+1@11:T+2@11: UP (p=89.72%)
[2025-10-14T23:54:40.828523] [INFO ] [FORECASTER] Completed predict_future for BABA
[2025-10-14T23:54:40.828684] [INFO ] [sig       ] BABA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:40.965090] [INFO ] [LOCAL     ] Saved forecast: BABA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BABA.txt
[2025-10-14T23:54:40.965297] [INFO ] [sig       ] [171/1812] Completed BABA in 0.2s | 4.27 sym/s | Total: 40.1s | ETA: 6.4m
[2025-10-14T23:54:40.965379] [INFO ] [sig       ] [172/1812] Forecasting BAC...
[2025-10-14T23:54:40.965418] [INFO ] [sig       ] Generating forecast for: BAC
[2025-10-14T23:54:40.965450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAC' from 'https://tdm.silogroup.org/data/derivative_storage/BAC.csv'.
[2025-10-14T23:54:40.973766] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAC'.
[2025-10-14T23:54:40.974035] [INFO ] [FORECASTER] Starting predict_future for BAC
[2025-10-14T23:54:40.998434] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:40.999146] [DEBUG] [LOCAL     ] No optimal features file found for BAC: ./output/feature-sets/BAC.txt
[2025-10-14T23:54:40.999199] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:40.999232] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:40.999259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:40.999315] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:41.016198] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:41.016846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:41.016927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:41.016960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:41.053134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:41.053301] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:41.053341] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:41.053371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:41.056815] [DEBUG] [FORECASTER] BAC: Forecast T+1@11:T+2@11: UP (p=68.53%)
[2025-10-14T23:54:41.057082] [INFO ] [FORECASTER] Completed predict_future for BAC
[2025-10-14T23:54:41.057226] [INFO ] [sig       ] BAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:41.195947] [INFO ] [LOCAL     ] Saved forecast: BAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BAC.txt
[2025-10-14T23:54:41.196183] [INFO ] [sig       ] [172/1812] Completed BAC in 0.2s | 4.27 sym/s | Total: 40.3s | ETA: 6.4m
[2025-10-14T23:54:41.196226] [INFO ] [sig       ] [173/1812] Forecasting BAH...
[2025-10-14T23:54:41.196257] [INFO ] [sig       ] Generating forecast for: BAH
[2025-10-14T23:54:41.196289] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAH' from 'https://tdm.silogroup.org/data/derivative_storage/BAH.csv'.
[2025-10-14T23:54:41.205010] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAH'.
[2025-10-14T23:54:41.205373] [INFO ] [FORECASTER] Starting predict_future for BAH
[2025-10-14T23:54:41.230353] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:41.231137] [DEBUG] [LOCAL     ] No optimal features file found for BAH: ./output/feature-sets/BAH.txt
[2025-10-14T23:54:41.231193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:41.231276] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:41.231325] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:41.231385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:41.248226] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:41.248881] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:41.248963] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:41.248997] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:41.293312] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:41.293574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:41.293659] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:41.293905] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:41.298117] [DEBUG] [FORECASTER] BAH: Forecast T+1@11:T+2@11: DOWN (p=1.71%)
[2025-10-14T23:54:41.298408] [INFO ] [FORECASTER] Completed predict_future for BAH
[2025-10-14T23:54:41.298551] [INFO ] [sig       ] BAH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:41.460852] [INFO ] [LOCAL     ] Saved forecast: BAH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BAH.txt
[2025-10-14T23:54:41.461133] [INFO ] [sig       ] [173/1812] Completed BAH in 0.3s | 4.27 sym/s | Total: 40.5s | ETA: 6.4m
[2025-10-14T23:54:41.461179] [INFO ] [sig       ] [174/1812] Forecasting BAK...
[2025-10-14T23:54:41.461210] [INFO ] [sig       ] Generating forecast for: BAK
[2025-10-14T23:54:41.461242] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAK' from 'https://tdm.silogroup.org/data/derivative_storage/BAK.csv'.
[2025-10-14T23:54:41.472484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAK'.
[2025-10-14T23:54:41.473006] [INFO ] [FORECASTER] Starting predict_future for BAK
[2025-10-14T23:54:41.505529] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:41.506801] [DEBUG] [LOCAL     ] No optimal features file found for BAK: ./output/feature-sets/BAK.txt
[2025-10-14T23:54:41.506877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:41.506933] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:41.506980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:41.507075] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:41.536081] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:41.537338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:41.537459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:41.537746] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:41.585106] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:41.585307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:41.585365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:41.585404] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:41.590175] [DEBUG] [FORECASTER] BAK: Forecast T+1@11:T+2@11: DOWN (p=29.67%)
[2025-10-14T23:54:41.590547] [INFO ] [FORECASTER] Completed predict_future for BAK
[2025-10-14T23:54:41.590766] [INFO ] [sig       ] BAK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:41.831296] [INFO ] [LOCAL     ] Saved forecast: BAK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BAK.txt
[2025-10-14T23:54:41.831745] [INFO ] [sig       ] [174/1812] Completed BAK in 0.4s | 4.25 sym/s | Total: 40.9s | ETA: 6.4m
[2025-10-14T23:54:41.831829] [INFO ] [sig       ] [175/1812] Forecasting BALL...
[2025-10-14T23:54:41.831898] [INFO ] [sig       ] Generating forecast for: BALL
[2025-10-14T23:54:41.831977] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BALL' from 'https://tdm.silogroup.org/data/derivative_storage/BALL.csv'.
[2025-10-14T23:54:41.843699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BALL'.
[2025-10-14T23:54:41.844209] [INFO ] [FORECASTER] Starting predict_future for BALL
[2025-10-14T23:54:41.876236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:41.877189] [DEBUG] [LOCAL     ] No optimal features file found for BALL: ./output/feature-sets/BALL.txt
[2025-10-14T23:54:41.877253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:41.877291] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:41.877323] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:41.877392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:41.899038] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:41.899941] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:41.900036] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:41.900072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:41.947785] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:41.948000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:41.948086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:41.948158] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:41.953616] [DEBUG] [FORECASTER] BALL: Forecast T+1@11:T+2@11: DOWN (p=16.05%)
[2025-10-14T23:54:41.954149] [INFO ] [FORECASTER] Completed predict_future for BALL
[2025-10-14T23:54:41.954355] [INFO ] [sig       ] BALL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:42.144181] [INFO ] [LOCAL     ] Saved forecast: BALL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BALL.txt
[2025-10-14T23:54:42.144468] [INFO ] [sig       ] [175/1812] Completed BALL in 0.3s | 4.24 sym/s | Total: 41.2s | ETA: 6.4m
[2025-10-14T23:54:42.144521] [INFO ] [sig       ] [176/1812] Forecasting BAM...
[2025-10-14T23:54:42.144563] [INFO ] [sig       ] Generating forecast for: BAM
[2025-10-14T23:54:42.144599] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAM' from 'https://tdm.silogroup.org/data/derivative_storage/BAM.csv'.
[2025-10-14T23:54:42.156680] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAM'.
[2025-10-14T23:54:42.157201] [INFO ] [FORECASTER] Starting predict_future for BAM
[2025-10-14T23:54:42.195018] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:42.195900] [DEBUG] [LOCAL     ] No optimal features file found for BAM: ./output/feature-sets/BAM.txt
[2025-10-14T23:54:42.195961] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:42.195997] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:42.196027] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:42.196085] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:42.213444] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:42.214323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:42.214417] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:42.214452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:42.256443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:42.256896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:42.256959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:42.256995] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:42.261714] [DEBUG] [FORECASTER] BAM: Forecast T+1@11:T+2@11: UP (p=52.51%)
[2025-10-14T23:54:42.262057] [INFO ] [FORECASTER] Completed predict_future for BAM
[2025-10-14T23:54:42.262216] [INFO ] [sig       ] BAM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:42.409365] [INFO ] [LOCAL     ] Saved forecast: BAM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BAM.txt
[2025-10-14T23:54:42.410491] [INFO ] [sig       ] [176/1812] Completed BAM in 0.3s | 4.24 sym/s | Total: 41.5s | ETA: 6.4m
[2025-10-14T23:54:42.410550] [INFO ] [sig       ] [177/1812] Forecasting BANC...
[2025-10-14T23:54:42.410583] [INFO ] [sig       ] Generating forecast for: BANC
[2025-10-14T23:54:42.410615] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BANC' from 'https://tdm.silogroup.org/data/derivative_storage/BANC.csv'.
[2025-10-14T23:54:42.419841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BANC'.
[2025-10-14T23:54:42.420235] [INFO ] [FORECASTER] Starting predict_future for BANC
[2025-10-14T23:54:42.446486] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:42.447367] [DEBUG] [LOCAL     ] No optimal features file found for BANC: ./output/feature-sets/BANC.txt
[2025-10-14T23:54:42.447427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:42.447462] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:42.447721] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:42.447792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:42.467093] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:42.467947] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:42.468033] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:42.468114] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:42.515880] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:42.516071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:42.516119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:42.516151] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:42.520445] [DEBUG] [FORECASTER] BANC: Forecast T+1@11:T+2@11: UP (p=78.60%)
[2025-10-14T23:54:42.520840] [INFO ] [FORECASTER] Completed predict_future for BANC
[2025-10-14T23:54:42.520998] [INFO ] [sig       ] BANC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:42.668442] [INFO ] [LOCAL     ] Saved forecast: BANC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BANC.txt
[2025-10-14T23:54:42.668711] [INFO ] [sig       ] [177/1812] Completed BANC in 0.3s | 4.24 sym/s | Total: 41.8s | ETA: 6.4m
[2025-10-14T23:54:42.668773] [INFO ] [sig       ] [178/1812] Forecasting BAP...
[2025-10-14T23:54:42.668807] [INFO ] [sig       ] Generating forecast for: BAP
[2025-10-14T23:54:42.668839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAP' from 'https://tdm.silogroup.org/data/derivative_storage/BAP.csv'.
[2025-10-14T23:54:42.677778] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAP'.
[2025-10-14T23:54:42.678207] [INFO ] [FORECASTER] Starting predict_future for BAP
[2025-10-14T23:54:42.704724] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:42.705557] [DEBUG] [LOCAL     ] No optimal features file found for BAP: ./output/feature-sets/BAP.txt
[2025-10-14T23:54:42.705625] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:42.705700] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:42.705743] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:42.705864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:42.723574] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:42.724455] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:42.724555] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:42.724592] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:42.758036] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:42.758257] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:42.758303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:42.758333] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:42.761990] [DEBUG] [FORECASTER] BAP: Forecast T+1@11:T+2@11: UP (p=82.71%)
[2025-10-14T23:54:42.762344] [INFO ] [FORECASTER] Completed predict_future for BAP
[2025-10-14T23:54:42.762492] [INFO ] [sig       ] BAP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:42.904502] [INFO ] [LOCAL     ] Saved forecast: BAP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BAP.txt
[2025-10-14T23:54:42.904742] [INFO ] [sig       ] [178/1812] Completed BAP in 0.2s | 4.24 sym/s | Total: 42.0s | ETA: 6.4m
[2025-10-14T23:54:42.904802] [INFO ] [sig       ] [179/1812] Forecasting BARK...
[2025-10-14T23:54:42.904836] [INFO ] [sig       ] Generating forecast for: BARK
[2025-10-14T23:54:42.904867] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BARK' from 'https://tdm.silogroup.org/data/derivative_storage/BARK.csv'.
[2025-10-14T23:54:42.912576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BARK'.
[2025-10-14T23:54:42.912858] [INFO ] [FORECASTER] Starting predict_future for BARK
[2025-10-14T23:54:42.937513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:42.938251] [DEBUG] [LOCAL     ] No optimal features file found for BARK: ./output/feature-sets/BARK.txt
[2025-10-14T23:54:42.938306] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:42.938339] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:42.938370] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:42.938430] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:42.955506] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:42.956125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:42.956201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:42.956235] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:42.988739] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:42.988823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:42.988859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:42.988888] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:42.991885] [DEBUG] [FORECASTER] BARK: Forecast T+1@11:T+2@11: UP (p=84.64%)
[2025-10-14T23:54:42.992135] [INFO ] [FORECASTER] Completed predict_future for BARK
[2025-10-14T23:54:42.992258] [INFO ] [sig       ] BARK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:43.130122] [INFO ] [LOCAL     ] Saved forecast: BARK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BARK.txt
[2025-10-14T23:54:43.130366] [INFO ] [sig       ] [179/1812] Completed BARK in 0.2s | 4.24 sym/s | Total: 42.2s | ETA: 6.4m
[2025-10-14T23:54:43.130413] [INFO ] [sig       ] [180/1812] Forecasting BAX...
[2025-10-14T23:54:43.130443] [INFO ] [sig       ] Generating forecast for: BAX
[2025-10-14T23:54:43.130474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAX' from 'https://tdm.silogroup.org/data/derivative_storage/BAX.csv'.
[2025-10-14T23:54:43.138622] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAX'.
[2025-10-14T23:54:43.138935] [INFO ] [FORECASTER] Starting predict_future for BAX
[2025-10-14T23:54:43.163499] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:43.164316] [DEBUG] [LOCAL     ] No optimal features file found for BAX: ./output/feature-sets/BAX.txt
[2025-10-14T23:54:43.164371] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:43.164423] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:43.164453] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:43.164510] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:43.181586] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:43.182182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:43.182260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:43.182294] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:43.216775] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:43.216889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:43.216926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:43.216955] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:43.220155] [DEBUG] [FORECASTER] BAX: Forecast T+1@11:T+2@11: UP (p=96.22%)
[2025-10-14T23:54:43.220411] [INFO ] [FORECASTER] Completed predict_future for BAX
[2025-10-14T23:54:43.220537] [INFO ] [sig       ] BAX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:43.358224] [INFO ] [LOCAL     ] Saved forecast: BAX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BAX.txt
[2025-10-14T23:54:43.358416] [INFO ] [sig       ] [180/1812] Completed BAX in 0.2s | 4.24 sym/s | Total: 42.4s | ETA: 6.4m
[2025-10-14T23:54:43.358458] [INFO ] [sig       ] [181/1812] Forecasting BB...
[2025-10-14T23:54:43.358488] [INFO ] [sig       ] Generating forecast for: BB
[2025-10-14T23:54:43.358519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BB' from 'https://tdm.silogroup.org/data/derivative_storage/BB.csv'.
[2025-10-14T23:54:43.366781] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BB'.
[2025-10-14T23:54:43.367047] [INFO ] [FORECASTER] Starting predict_future for BB
[2025-10-14T23:54:43.391494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:43.392210] [DEBUG] [LOCAL     ] No optimal features file found for BB: ./output/feature-sets/BB.txt
[2025-10-14T23:54:43.392264] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:43.392296] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:43.392324] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:43.392381] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:43.409373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:43.409940] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:43.410018] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:43.410052] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:43.439929] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:43.440108] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:43.440521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:43.440559] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:43.444822] [DEBUG] [FORECASTER] BB: Forecast T+1@11:T+2@11: UP (p=85.18%)
[2025-10-14T23:54:43.445118] [INFO ] [FORECASTER] Completed predict_future for BB
[2025-10-14T23:54:43.445258] [INFO ] [sig       ] BB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:43.583411] [INFO ] [LOCAL     ] Saved forecast: BB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BB.txt
[2025-10-14T23:54:43.583677] [INFO ] [sig       ] [181/1812] Completed BB in 0.2s | 4.24 sym/s | Total: 42.7s | ETA: 6.4m
[2025-10-14T23:54:43.583738] [INFO ] [sig       ] [182/1812] Forecasting BBAI...
[2025-10-14T23:54:43.583772] [INFO ] [sig       ] Generating forecast for: BBAI
[2025-10-14T23:54:43.583805] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBAI' from 'https://tdm.silogroup.org/data/derivative_storage/BBAI.csv'.
[2025-10-14T23:54:43.592547] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBAI'.
[2025-10-14T23:54:43.592951] [INFO ] [FORECASTER] Starting predict_future for BBAI
[2025-10-14T23:54:43.617470] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:43.618246] [DEBUG] [LOCAL     ] No optimal features file found for BBAI: ./output/feature-sets/BBAI.txt
[2025-10-14T23:54:43.618300] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:43.618334] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:43.618363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:43.618424] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:43.635425] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:43.636120] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:43.636201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:43.636235] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:43.675095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:43.675271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:43.675313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:43.675344] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:43.678984] [DEBUG] [FORECASTER] BBAI: Forecast T+1@11:T+2@11: DOWN (p=20.25%)
[2025-10-14T23:54:43.679287] [INFO ] [FORECASTER] Completed predict_future for BBAI
[2025-10-14T23:54:43.679437] [INFO ] [sig       ] BBAI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:43.831090] [INFO ] [LOCAL     ] Saved forecast: BBAI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BBAI.txt
[2025-10-14T23:54:43.831318] [INFO ] [sig       ] [182/1812] Completed BBAI in 0.2s | 4.24 sym/s | Total: 42.9s | ETA: 6.4m
[2025-10-14T23:54:43.831360] [INFO ] [sig       ] [183/1812] Forecasting BBAR...
[2025-10-14T23:54:43.831392] [INFO ] [sig       ] Generating forecast for: BBAR
[2025-10-14T23:54:43.831424] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBAR' from 'https://tdm.silogroup.org/data/derivative_storage/BBAR.csv'.
[2025-10-14T23:54:43.839872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBAR'.
[2025-10-14T23:54:43.840166] [INFO ] [FORECASTER] Starting predict_future for BBAR
[2025-10-14T23:54:43.864961] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:43.865699] [DEBUG] [LOCAL     ] No optimal features file found for BBAR: ./output/feature-sets/BBAR.txt
[2025-10-14T23:54:43.865755] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:43.865790] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:43.865818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:43.865874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:43.882900] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:43.883513] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:43.883591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:43.883624] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:43.919954] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:43.920100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:43.920140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:43.920170] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:43.923543] [DEBUG] [FORECASTER] BBAR: Forecast T+1@11:T+2@11: DOWN (p=8.63%)
[2025-10-14T23:54:43.923860] [INFO ] [FORECASTER] Completed predict_future for BBAR
[2025-10-14T23:54:43.924006] [INFO ] [sig       ] BBAR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:44.061977] [INFO ] [LOCAL     ] Saved forecast: BBAR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BBAR.txt
[2025-10-14T23:54:44.062197] [INFO ] [sig       ] [183/1812] Completed BBAR in 0.2s | 4.24 sym/s | Total: 43.2s | ETA: 6.4m
[2025-10-14T23:54:44.062266] [INFO ] [sig       ] [184/1812] Forecasting BBD...
[2025-10-14T23:54:44.062317] [INFO ] [sig       ] Generating forecast for: BBD
[2025-10-14T23:54:44.062351] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBD' from 'https://tdm.silogroup.org/data/derivative_storage/BBD.csv'.
[2025-10-14T23:54:44.070570] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBD'.
[2025-10-14T23:54:44.070853] [INFO ] [FORECASTER] Starting predict_future for BBD
[2025-10-14T23:54:44.095119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:44.095942] [DEBUG] [LOCAL     ] No optimal features file found for BBD: ./output/feature-sets/BBD.txt
[2025-10-14T23:54:44.095996] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:44.096029] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:44.096059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:44.096116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:44.113325] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:44.114142] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:44.114225] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:44.114259] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:44.148933] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:44.149031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:44.149066] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:44.149094] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:44.152161] [DEBUG] [FORECASTER] BBD: Forecast T+1@11:T+2@11: UP (p=80.77%)
[2025-10-14T23:54:44.152412] [INFO ] [FORECASTER] Completed predict_future for BBD
[2025-10-14T23:54:44.152544] [INFO ] [sig       ] BBD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:44.294433] [INFO ] [LOCAL     ] Saved forecast: BBD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BBD.txt
[2025-10-14T23:54:44.294776] [INFO ] [sig       ] [184/1812] Completed BBD in 0.2s | 4.24 sym/s | Total: 43.4s | ETA: 6.4m
[2025-10-14T23:54:44.294838] [INFO ] [sig       ] [185/1812] Forecasting BBDC...
[2025-10-14T23:54:44.294872] [INFO ] [sig       ] Generating forecast for: BBDC
[2025-10-14T23:54:44.294904] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBDC' from 'https://tdm.silogroup.org/data/derivative_storage/BBDC.csv'.
[2025-10-14T23:54:44.303332] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBDC'.
[2025-10-14T23:54:44.303666] [INFO ] [FORECASTER] Starting predict_future for BBDC
[2025-10-14T23:54:44.329242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:44.330037] [DEBUG] [LOCAL     ] No optimal features file found for BBDC: ./output/feature-sets/BBDC.txt
[2025-10-14T23:54:44.330092] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:44.330126] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:44.330154] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:44.330212] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:44.347375] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:44.348027] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:44.348131] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:44.348174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:44.382806] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:44.382982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:44.383043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:44.383075] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:44.386471] [DEBUG] [FORECASTER] BBDC: Forecast T+1@11:T+2@11: DOWN (p=6.07%)
[2025-10-14T23:54:44.386779] [INFO ] [FORECASTER] Completed predict_future for BBDC
[2025-10-14T23:54:44.386919] [INFO ] [sig       ] BBDC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:44.525096] [INFO ] [LOCAL     ] Saved forecast: BBDC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BBDC.txt
[2025-10-14T23:54:44.525330] [INFO ] [sig       ] [185/1812] Completed BBDC in 0.2s | 4.24 sym/s | Total: 43.6s | ETA: 6.4m
[2025-10-14T23:54:44.525373] [INFO ] [sig       ] [186/1812] Forecasting BBDO...
[2025-10-14T23:54:44.525404] [INFO ] [sig       ] Generating forecast for: BBDO
[2025-10-14T23:54:44.525435] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBDO' from 'https://tdm.silogroup.org/data/derivative_storage/BBDO.csv'.
[2025-10-14T23:54:44.533636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBDO'.
[2025-10-14T23:54:44.533984] [INFO ] [FORECASTER] Starting predict_future for BBDO
[2025-10-14T23:54:44.558804] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:44.559604] [DEBUG] [LOCAL     ] No optimal features file found for BBDO: ./output/feature-sets/BBDO.txt
[2025-10-14T23:54:44.559683] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:44.559731] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:44.559762] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:44.559820] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:44.577004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:44.577586] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:44.577689] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:44.577742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:44.613031] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:44.613126] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:44.613161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:44.613190] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:44.616243] [DEBUG] [FORECASTER] BBDO: Forecast T+1@11:T+2@11: UP (p=67.35%)
[2025-10-14T23:54:44.616491] [INFO ] [FORECASTER] Completed predict_future for BBDO
[2025-10-14T23:54:44.616619] [INFO ] [sig       ] BBDO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:44.755150] [INFO ] [LOCAL     ] Saved forecast: BBDO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BBDO.txt
[2025-10-14T23:54:44.755376] [INFO ] [sig       ] [186/1812] Completed BBDO in 0.2s | 4.24 sym/s | Total: 43.8s | ETA: 6.4m
[2025-10-14T23:54:44.755418] [INFO ] [sig       ] [187/1812] Forecasting BBN...
[2025-10-14T23:54:44.755448] [INFO ] [sig       ] Generating forecast for: BBN
[2025-10-14T23:54:44.755479] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBN' from 'https://tdm.silogroup.org/data/derivative_storage/BBN.csv'.
[2025-10-14T23:54:44.763903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBN'.
[2025-10-14T23:54:44.764167] [INFO ] [FORECASTER] Starting predict_future for BBN
[2025-10-14T23:54:44.789036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:44.789776] [DEBUG] [LOCAL     ] No optimal features file found for BBN: ./output/feature-sets/BBN.txt
[2025-10-14T23:54:44.789831] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:44.789865] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:44.789912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:44.789973] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:44.807249] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:44.807840] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:44.807920] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:44.807955] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:44.842988] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:44.843138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:44.843177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:44.843207] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:44.846523] [DEBUG] [FORECASTER] BBN: Forecast T+1@11:T+2@11: UP (p=85.41%)
[2025-10-14T23:54:44.846827] [INFO ] [FORECASTER] Completed predict_future for BBN
[2025-10-14T23:54:44.846970] [INFO ] [sig       ] BBN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:44.986028] [INFO ] [LOCAL     ] Saved forecast: BBN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BBN.txt
[2025-10-14T23:54:44.986268] [INFO ] [sig       ] [187/1812] Completed BBN in 0.2s | 4.24 sym/s | Total: 44.1s | ETA: 6.4m
[2025-10-14T23:54:44.986310] [INFO ] [sig       ] [188/1812] Forecasting BBUC...
[2025-10-14T23:54:44.986341] [INFO ] [sig       ] Generating forecast for: BBUC
[2025-10-14T23:54:44.986373] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBUC' from 'https://tdm.silogroup.org/data/derivative_storage/BBUC.csv'.
[2025-10-14T23:54:44.994480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBUC'.
[2025-10-14T23:54:44.994893] [INFO ] [FORECASTER] Starting predict_future for BBUC
[2025-10-14T23:54:45.020190] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:45.021045] [DEBUG] [LOCAL     ] No optimal features file found for BBUC: ./output/feature-sets/BBUC.txt
[2025-10-14T23:54:45.021103] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:45.021138] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:45.021168] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:45.021227] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:45.038858] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:45.039702] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:45.039793] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:45.039827] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:45.076102] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:45.076267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:45.076307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:45.076336] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:45.079803] [DEBUG] [FORECASTER] BBUC: Forecast T+1@11:T+2@11: UP (p=79.60%)
[2025-10-14T23:54:45.080075] [INFO ] [FORECASTER] Completed predict_future for BBUC
[2025-10-14T23:54:45.080208] [INFO ] [sig       ] BBUC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:45.221115] [INFO ] [LOCAL     ] Saved forecast: BBUC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BBUC.txt
[2025-10-14T23:54:45.221347] [INFO ] [sig       ] [188/1812] Completed BBUC in 0.2s | 4.24 sym/s | Total: 44.3s | ETA: 6.4m
[2025-10-14T23:54:45.221390] [INFO ] [sig       ] [189/1812] Forecasting BBVA...
[2025-10-14T23:54:45.221421] [INFO ] [sig       ] Generating forecast for: BBVA
[2025-10-14T23:54:45.221452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBVA' from 'https://tdm.silogroup.org/data/derivative_storage/BBVA.csv'.
[2025-10-14T23:54:45.230172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBVA'.
[2025-10-14T23:54:45.230495] [INFO ] [FORECASTER] Starting predict_future for BBVA
[2025-10-14T23:54:45.255814] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:45.256512] [DEBUG] [LOCAL     ] No optimal features file found for BBVA: ./output/feature-sets/BBVA.txt
[2025-10-14T23:54:45.256566] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:45.256599] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:45.256627] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:45.256721] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:45.274230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:45.274858] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:45.274943] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:45.274978] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:45.310423] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:45.310541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:45.310581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:45.310614] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:45.313993] [DEBUG] [FORECASTER] BBVA: Forecast T+1@11:T+2@11: UP (p=90.60%)
[2025-10-14T23:54:45.314259] [INFO ] [FORECASTER] Completed predict_future for BBVA
[2025-10-14T23:54:45.314396] [INFO ] [sig       ] BBVA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:45.457351] [INFO ] [LOCAL     ] Saved forecast: BBVA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BBVA.txt
[2025-10-14T23:54:45.457594] [INFO ] [sig       ] [189/1812] Completed BBVA in 0.2s | 4.24 sym/s | Total: 44.5s | ETA: 6.4m
[2025-10-14T23:54:45.457664] [INFO ] [sig       ] [190/1812] Forecasting BBW...
[2025-10-14T23:54:45.457719] [INFO ] [sig       ] Generating forecast for: BBW
[2025-10-14T23:54:45.457755] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBW' from 'https://tdm.silogroup.org/data/derivative_storage/BBW.csv'.
[2025-10-14T23:54:45.466222] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBW'.
[2025-10-14T23:54:45.466503] [INFO ] [FORECASTER] Starting predict_future for BBW
[2025-10-14T23:54:45.491106] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:45.491891] [DEBUG] [LOCAL     ] No optimal features file found for BBW: ./output/feature-sets/BBW.txt
[2025-10-14T23:54:45.491948] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:45.491983] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:45.492011] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:45.492069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:45.509299] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:45.509911] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:45.509993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:45.510028] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:45.545891] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:45.546050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:45.546096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:45.546127] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:45.549449] [DEBUG] [FORECASTER] BBW: Forecast T+1@11:T+2@11: DOWN (p=36.69%)
[2025-10-14T23:54:45.549759] [INFO ] [FORECASTER] Completed predict_future for BBW
[2025-10-14T23:54:45.549902] [INFO ] [sig       ] BBW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:45.693902] [INFO ] [LOCAL     ] Saved forecast: BBW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BBW.txt
[2025-10-14T23:54:45.694145] [INFO ] [sig       ] [190/1812] Completed BBW in 0.2s | 4.24 sym/s | Total: 44.8s | ETA: 6.4m
[2025-10-14T23:54:45.694190] [INFO ] [sig       ] [191/1812] Forecasting BBWI...
[2025-10-14T23:54:45.694221] [INFO ] [sig       ] Generating forecast for: BBWI
[2025-10-14T23:54:45.694253] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBWI' from 'https://tdm.silogroup.org/data/derivative_storage/BBWI.csv'.
[2025-10-14T23:54:45.703533] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBWI'.
[2025-10-14T23:54:45.703889] [INFO ] [FORECASTER] Starting predict_future for BBWI
[2025-10-14T23:54:45.731339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:45.732127] [DEBUG] [LOCAL     ] No optimal features file found for BBWI: ./output/feature-sets/BBWI.txt
[2025-10-14T23:54:45.732182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:45.732215] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:45.732306] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:45.732377] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:45.750538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:45.751185] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:45.751268] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:45.751302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:45.787310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:45.787453] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:45.787492] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:45.787521] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:45.790856] [DEBUG] [FORECASTER] BBWI: Forecast T+1@11:T+2@11: DOWN (p=1.29%)
[2025-10-14T23:54:45.791118] [INFO ] [FORECASTER] Completed predict_future for BBWI
[2025-10-14T23:54:45.791248] [INFO ] [sig       ] BBWI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:45.936326] [INFO ] [LOCAL     ] Saved forecast: BBWI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BBWI.txt
[2025-10-14T23:54:45.936562] [INFO ] [sig       ] [191/1812] Completed BBWI in 0.2s | 4.24 sym/s | Total: 45.0s | ETA: 6.4m
[2025-10-14T23:54:45.936619] [INFO ] [sig       ] [192/1812] Forecasting BC...
[2025-10-14T23:54:45.936709] [INFO ] [sig       ] Generating forecast for: BC
[2025-10-14T23:54:45.936753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BC' from 'https://tdm.silogroup.org/data/derivative_storage/BC.csv'.
[2025-10-14T23:54:45.945034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BC'.
[2025-10-14T23:54:45.945351] [INFO ] [FORECASTER] Starting predict_future for BC
[2025-10-14T23:54:45.969690] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:45.970422] [DEBUG] [LOCAL     ] No optimal features file found for BC: ./output/feature-sets/BC.txt
[2025-10-14T23:54:45.970477] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:45.970510] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:45.970539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:45.970595] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:45.987522] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:45.988154] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:45.988234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:45.988266] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:46.023803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:46.023941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:46.024000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:46.024030] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:46.027261] [DEBUG] [FORECASTER] BC: Forecast T+1@11:T+2@11: DOWN (p=2.22%)
[2025-10-14T23:54:46.027522] [INFO ] [FORECASTER] Completed predict_future for BC
[2025-10-14T23:54:46.027678] [INFO ] [sig       ] BC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:46.164585] [INFO ] [LOCAL     ] Saved forecast: BC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BC.txt
[2025-10-14T23:54:46.164833] [INFO ] [sig       ] [192/1812] Completed BC in 0.2s | 4.24 sym/s | Total: 45.3s | ETA: 6.4m
[2025-10-14T23:54:46.164886] [INFO ] [sig       ] [193/1812] Forecasting BCAT...
[2025-10-14T23:54:46.164918] [INFO ] [sig       ] Generating forecast for: BCAT
[2025-10-14T23:54:46.164949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCAT' from 'https://tdm.silogroup.org/data/derivative_storage/BCAT.csv'.
[2025-10-14T23:54:46.173353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCAT'.
[2025-10-14T23:54:46.173639] [INFO ] [FORECASTER] Starting predict_future for BCAT
[2025-10-14T23:54:46.198909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:46.199708] [DEBUG] [LOCAL     ] No optimal features file found for BCAT: ./output/feature-sets/BCAT.txt
[2025-10-14T23:54:46.199765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:46.199800] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:46.199828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:46.199885] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:46.217903] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:46.218543] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:46.218626] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:46.218693] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:46.251515] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:46.251703] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:46.251761] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:46.251793] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:46.255152] [DEBUG] [FORECASTER] BCAT: Forecast T+1@11:T+2@11: UP (p=99.61%)
[2025-10-14T23:54:46.255423] [INFO ] [FORECASTER] Completed predict_future for BCAT
[2025-10-14T23:54:46.255554] [INFO ] [sig       ] BCAT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:46.398511] [INFO ] [LOCAL     ] Saved forecast: BCAT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCAT.txt
[2025-10-14T23:54:46.398800] [INFO ] [sig       ] [193/1812] Completed BCAT in 0.2s | 4.24 sym/s | Total: 45.5s | ETA: 6.4m
[2025-10-14T23:54:46.398862] [INFO ] [sig       ] [194/1812] Forecasting BCC...
[2025-10-14T23:54:46.398897] [INFO ] [sig       ] Generating forecast for: BCC
[2025-10-14T23:54:46.398930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCC' from 'https://tdm.silogroup.org/data/derivative_storage/BCC.csv'.
[2025-10-14T23:54:46.407269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCC'.
[2025-10-14T23:54:46.407686] [INFO ] [FORECASTER] Starting predict_future for BCC
[2025-10-14T23:54:46.432752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:46.433528] [DEBUG] [LOCAL     ] No optimal features file found for BCC: ./output/feature-sets/BCC.txt
[2025-10-14T23:54:46.433582] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:46.433616] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:46.433692] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:46.433772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:46.450703] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:46.451424] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:46.451516] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:46.451550] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:46.485424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:46.485621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:46.486047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:46.486092] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:46.491175] [DEBUG] [FORECASTER] BCC: Forecast T+1@11:T+2@11: DOWN (p=2.70%)
[2025-10-14T23:54:46.491491] [INFO ] [FORECASTER] Completed predict_future for BCC
[2025-10-14T23:54:46.491637] [INFO ] [sig       ] BCC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:46.632995] [INFO ] [LOCAL     ] Saved forecast: BCC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BCC.txt
[2025-10-14T23:54:46.633218] [INFO ] [sig       ] [194/1812] Completed BCC in 0.2s | 4.24 sym/s | Total: 45.7s | ETA: 6.4m
[2025-10-14T23:54:46.633262] [INFO ] [sig       ] [195/1812] Forecasting BCE...
[2025-10-14T23:54:46.633294] [INFO ] [sig       ] Generating forecast for: BCE
[2025-10-14T23:54:46.633324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCE' from 'https://tdm.silogroup.org/data/derivative_storage/BCE.csv'.
[2025-10-14T23:54:46.642133] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCE'.
[2025-10-14T23:54:46.642425] [INFO ] [FORECASTER] Starting predict_future for BCE
[2025-10-14T23:54:46.667944] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:46.668680] [DEBUG] [LOCAL     ] No optimal features file found for BCE: ./output/feature-sets/BCE.txt
[2025-10-14T23:54:46.668737] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:46.668771] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:46.668799] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:46.668855] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:46.686867] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:46.687841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:46.687933] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:46.687967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:46.728986] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:46.729165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:46.729207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:46.729237] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:46.732725] [DEBUG] [FORECASTER] BCE: Forecast T+1@11:T+2@11: UP (p=91.58%)
[2025-10-14T23:54:46.732990] [INFO ] [FORECASTER] Completed predict_future for BCE
[2025-10-14T23:54:46.733121] [INFO ] [sig       ] BCE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:46.873447] [INFO ] [LOCAL     ] Saved forecast: BCE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCE.txt
[2025-10-14T23:54:46.873746] [INFO ] [sig       ] [195/1812] Completed BCE in 0.2s | 4.24 sym/s | Total: 46.0s | ETA: 6.4m
[2025-10-14T23:54:46.873816] [INFO ] [sig       ] [196/1812] Forecasting BCH...
[2025-10-14T23:54:46.873852] [INFO ] [sig       ] Generating forecast for: BCH
[2025-10-14T23:54:46.873885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCH' from 'https://tdm.silogroup.org/data/derivative_storage/BCH.csv'.
[2025-10-14T23:54:46.884923] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCH'.
[2025-10-14T23:54:46.885540] [INFO ] [FORECASTER] Starting predict_future for BCH
[2025-10-14T23:54:46.911968] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:46.912761] [DEBUG] [LOCAL     ] No optimal features file found for BCH: ./output/feature-sets/BCH.txt
[2025-10-14T23:54:46.912818] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:46.912854] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:46.912883] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:46.912943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:46.930252] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:46.930836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:46.930921] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:46.930960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:46.965942] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:46.966017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:46.966052] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:46.966081] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:46.969145] [DEBUG] [FORECASTER] BCH: Forecast T+1@11:T+2@11: UP (p=57.17%)
[2025-10-14T23:54:46.969392] [INFO ] [FORECASTER] Completed predict_future for BCH
[2025-10-14T23:54:46.969534] [INFO ] [sig       ] BCH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:47.110208] [INFO ] [LOCAL     ] Saved forecast: BCH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCH.txt
[2025-10-14T23:54:47.110498] [INFO ] [sig       ] [196/1812] Completed BCH in 0.2s | 4.24 sym/s | Total: 46.2s | ETA: 6.3m
[2025-10-14T23:54:47.110547] [INFO ] [sig       ] [197/1812] Forecasting BCO...
[2025-10-14T23:54:47.110579] [INFO ] [sig       ] Generating forecast for: BCO
[2025-10-14T23:54:47.110611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCO' from 'https://tdm.silogroup.org/data/derivative_storage/BCO.csv'.
[2025-10-14T23:54:47.119501] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCO'.
[2025-10-14T23:54:47.119772] [INFO ] [FORECASTER] Starting predict_future for BCO
[2025-10-14T23:54:47.144107] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:47.144803] [DEBUG] [LOCAL     ] No optimal features file found for BCO: ./output/feature-sets/BCO.txt
[2025-10-14T23:54:47.144857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:47.144891] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:47.144918] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:47.144979] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:47.162285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:47.162850] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:47.162932] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:47.162965] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:47.199620] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:47.199716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:47.199759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:47.199789] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:47.202730] [DEBUG] [FORECASTER] BCO: Forecast T+1@11:T+2@11: UP (p=56.76%)
[2025-10-14T23:54:47.202974] [INFO ] [FORECASTER] Completed predict_future for BCO
[2025-10-14T23:54:47.203104] [INFO ] [sig       ] BCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:47.340088] [INFO ] [LOCAL     ] Saved forecast: BCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCO.txt
[2025-10-14T23:54:47.340321] [INFO ] [sig       ] [197/1812] Completed BCO in 0.2s | 4.24 sym/s | Total: 46.4s | ETA: 6.3m
[2025-10-14T23:54:47.340364] [INFO ] [sig       ] [198/1812] Forecasting BCS...
[2025-10-14T23:54:47.340394] [INFO ] [sig       ] Generating forecast for: BCS
[2025-10-14T23:54:47.340425] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCS' from 'https://tdm.silogroup.org/data/derivative_storage/BCS.csv'.
[2025-10-14T23:54:47.349191] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCS'.
[2025-10-14T23:54:47.349464] [INFO ] [FORECASTER] Starting predict_future for BCS
[2025-10-14T23:54:47.374238] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:47.374966] [DEBUG] [LOCAL     ] No optimal features file found for BCS: ./output/feature-sets/BCS.txt
[2025-10-14T23:54:47.375022] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:47.375056] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:47.375085] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:47.375143] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:47.392266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:47.392847] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:47.392930] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:47.392969] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:47.429393] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:47.429494] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:47.429530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:47.429559] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:47.432690] [DEBUG] [FORECASTER] BCS: Forecast T+1@11:T+2@11: DOWN (p=14.15%)
[2025-10-14T23:54:47.432948] [INFO ] [FORECASTER] Completed predict_future for BCS
[2025-10-14T23:54:47.433080] [INFO ] [sig       ] BCS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:47.569629] [INFO ] [LOCAL     ] Saved forecast: BCS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BCS.txt
[2025-10-14T23:54:47.569930] [INFO ] [sig       ] [198/1812] Completed BCS in 0.2s | 4.24 sym/s | Total: 46.7s | ETA: 6.3m
[2025-10-14T23:54:47.569974] [INFO ] [sig       ] [199/1812] Forecasting BCSF...
[2025-10-14T23:54:47.570005] [INFO ] [sig       ] Generating forecast for: BCSF
[2025-10-14T23:54:47.570037] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCSF' from 'https://tdm.silogroup.org/data/derivative_storage/BCSF.csv'.
[2025-10-14T23:54:47.578960] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCSF'.
[2025-10-14T23:54:47.579236] [INFO ] [FORECASTER] Starting predict_future for BCSF
[2025-10-14T23:54:47.603756] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:47.604419] [DEBUG] [LOCAL     ] No optimal features file found for BCSF: ./output/feature-sets/BCSF.txt
[2025-10-14T23:54:47.604473] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:47.604506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:47.604533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:47.604589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:47.621702] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:47.622226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:47.622306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:47.622341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:47.659146] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:47.659222] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:47.659276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:47.659306] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:47.662254] [DEBUG] [FORECASTER] BCSF: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-14T23:54:47.662503] [INFO ] [FORECASTER] Completed predict_future for BCSF
[2025-10-14T23:54:47.662636] [INFO ] [sig       ] BCSF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:47.804010] [INFO ] [LOCAL     ] Saved forecast: BCSF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCSF.txt
[2025-10-14T23:54:47.804241] [INFO ] [sig       ] [199/1812] Completed BCSF in 0.2s | 4.24 sym/s | Total: 46.9s | ETA: 6.3m
[2025-10-14T23:54:47.804283] [INFO ] [sig       ] [200/1812] Forecasting BCX...
[2025-10-14T23:54:47.804313] [INFO ] [sig       ] Generating forecast for: BCX
[2025-10-14T23:54:47.804344] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCX' from 'https://tdm.silogroup.org/data/derivative_storage/BCX.csv'.
[2025-10-14T23:54:47.812957] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCX'.
[2025-10-14T23:54:47.813206] [INFO ] [FORECASTER] Starting predict_future for BCX
[2025-10-14T23:54:47.837850] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:47.838594] [DEBUG] [LOCAL     ] No optimal features file found for BCX: ./output/feature-sets/BCX.txt
[2025-10-14T23:54:47.838671] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:47.838723] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:47.838754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:47.838810] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:47.855598] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:47.856153] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:47.856232] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:47.856265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:47.893909] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:47.893992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:47.894026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:47.894053] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:47.896999] [DEBUG] [FORECASTER] BCX: Forecast T+1@11:T+2@11: UP (p=98.16%)
[2025-10-14T23:54:47.897243] [INFO ] [FORECASTER] Completed predict_future for BCX
[2025-10-14T23:54:47.897372] [INFO ] [sig       ] BCX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:48.035037] [INFO ] [LOCAL     ] Saved forecast: BCX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BCX.txt
[2025-10-14T23:54:48.035259] [INFO ] [sig       ] [200/1812] Completed BCX in 0.2s | 4.24 sym/s | Total: 47.1s | ETA: 6.3m
[2025-10-14T23:54:48.035302] [INFO ] [sig       ] [201/1812] Forecasting BDC...
[2025-10-14T23:54:48.035331] [INFO ] [sig       ] Generating forecast for: BDC
[2025-10-14T23:54:48.035361] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDC' from 'https://tdm.silogroup.org/data/derivative_storage/BDC.csv'.
[2025-10-14T23:54:48.044251] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDC'.
[2025-10-14T23:54:48.044502] [INFO ] [FORECASTER] Starting predict_future for BDC
[2025-10-14T23:54:48.070728] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:48.071411] [DEBUG] [LOCAL     ] No optimal features file found for BDC: ./output/feature-sets/BDC.txt
[2025-10-14T23:54:48.071468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:48.071506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:48.071534] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:48.071610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:48.088544] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:48.089098] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:48.089179] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:48.089212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:48.126945] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:48.127049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:48.127086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:48.127114] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:48.130330] [DEBUG] [FORECASTER] BDC: Forecast T+1@11:T+2@11: UP (p=99.03%)
[2025-10-14T23:54:48.130585] [INFO ] [FORECASTER] Completed predict_future for BDC
[2025-10-14T23:54:48.130753] [INFO ] [sig       ] BDC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:48.268749] [INFO ] [LOCAL     ] Saved forecast: BDC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BDC.txt
[2025-10-14T23:54:48.268978] [INFO ] [sig       ] [201/1812] Completed BDC in 0.2s | 4.24 sym/s | Total: 47.4s | ETA: 6.3m
[2025-10-14T23:54:48.269023] [INFO ] [sig       ] [202/1812] Forecasting BDJ...
[2025-10-14T23:54:48.269055] [INFO ] [sig       ] Generating forecast for: BDJ
[2025-10-14T23:54:48.269087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDJ' from 'https://tdm.silogroup.org/data/derivative_storage/BDJ.csv'.
[2025-10-14T23:54:48.277386] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDJ'.
[2025-10-14T23:54:48.277682] [INFO ] [FORECASTER] Starting predict_future for BDJ
[2025-10-14T23:54:48.302667] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:48.303321] [DEBUG] [LOCAL     ] No optimal features file found for BDJ: ./output/feature-sets/BDJ.txt
[2025-10-14T23:54:48.303374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:48.303406] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:48.303433] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:48.303489] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:48.321756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:48.322398] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:48.322480] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:48.322515] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:48.358522] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:48.358620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:48.358692] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:48.358738] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:48.361878] [DEBUG] [FORECASTER] BDJ: Forecast T+1@11:T+2@11: DOWN (p=13.25%)
[2025-10-14T23:54:48.362137] [INFO ] [FORECASTER] Completed predict_future for BDJ
[2025-10-14T23:54:48.362278] [INFO ] [sig       ] BDJ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:48.505985] [INFO ] [LOCAL     ] Saved forecast: BDJ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BDJ.txt
[2025-10-14T23:54:48.506302] [INFO ] [sig       ] [202/1812] Completed BDJ in 0.2s | 4.24 sym/s | Total: 47.6s | ETA: 6.3m
[2025-10-14T23:54:48.506347] [INFO ] [sig       ] [203/1812] Forecasting BDN...
[2025-10-14T23:54:48.506380] [INFO ] [sig       ] Generating forecast for: BDN
[2025-10-14T23:54:48.506412] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDN' from 'https://tdm.silogroup.org/data/derivative_storage/BDN.csv'.
[2025-10-14T23:54:48.515352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDN'.
[2025-10-14T23:54:48.515683] [INFO ] [FORECASTER] Starting predict_future for BDN
[2025-10-14T23:54:48.540464] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:48.541173] [DEBUG] [LOCAL     ] No optimal features file found for BDN: ./output/feature-sets/BDN.txt
[2025-10-14T23:54:48.541227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:48.541261] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:48.541290] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:48.541353] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:48.558244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:48.558825] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:48.558910] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:48.558943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:48.593478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:48.593579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:48.593616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:48.593670] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:48.596778] [DEBUG] [FORECASTER] BDN: Forecast T+1@11:T+2@11: DOWN (p=12.55%)
[2025-10-14T23:54:48.597033] [INFO ] [FORECASTER] Completed predict_future for BDN
[2025-10-14T23:54:48.597163] [INFO ] [sig       ] BDN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:48.735558] [INFO ] [LOCAL     ] Saved forecast: BDN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BDN.txt
[2025-10-14T23:54:48.735805] [INFO ] [sig       ] [203/1812] Completed BDN in 0.2s | 4.24 sym/s | Total: 47.8s | ETA: 6.3m
[2025-10-14T23:54:48.735866] [INFO ] [sig       ] [204/1812] Forecasting BDX...
[2025-10-14T23:54:48.735899] [INFO ] [sig       ] Generating forecast for: BDX
[2025-10-14T23:54:48.735930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDX' from 'https://tdm.silogroup.org/data/derivative_storage/BDX.csv'.
[2025-10-14T23:54:48.744724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDX'.
[2025-10-14T23:54:48.745014] [INFO ] [FORECASTER] Starting predict_future for BDX
[2025-10-14T23:54:48.769829] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:48.770572] [DEBUG] [LOCAL     ] No optimal features file found for BDX: ./output/feature-sets/BDX.txt
[2025-10-14T23:54:48.770627] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:48.770728] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:48.770766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:48.770825] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:48.787750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:48.788370] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:48.788453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:48.788488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:48.821169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:48.821275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:48.821313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:48.821342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:48.824493] [DEBUG] [FORECASTER] BDX: Forecast T+1@11:T+2@11: UP (p=88.73%)
[2025-10-14T23:54:48.824801] [INFO ] [FORECASTER] Completed predict_future for BDX
[2025-10-14T23:54:48.824941] [INFO ] [sig       ] BDX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:48.964233] [INFO ] [LOCAL     ] Saved forecast: BDX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BDX.txt
[2025-10-14T23:54:48.964459] [INFO ] [sig       ] [204/1812] Completed BDX in 0.2s | 4.25 sym/s | Total: 48.1s | ETA: 6.3m
[2025-10-14T23:54:48.964502] [INFO ] [sig       ] [205/1812] Forecasting BEKE...
[2025-10-14T23:54:48.964533] [INFO ] [sig       ] Generating forecast for: BEKE
[2025-10-14T23:54:48.964563] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEKE' from 'https://tdm.silogroup.org/data/derivative_storage/BEKE.csv'.
[2025-10-14T23:54:48.973425] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEKE'.
[2025-10-14T23:54:48.973799] [INFO ] [FORECASTER] Starting predict_future for BEKE
[2025-10-14T23:54:48.998788] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:48.999464] [DEBUG] [LOCAL     ] No optimal features file found for BEKE: ./output/feature-sets/BEKE.txt
[2025-10-14T23:54:48.999518] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:48.999553] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:48.999582] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:48.999660] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:49.016860] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:49.017409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:49.017488] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:49.017522] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:49.050709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:49.050830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:49.050870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:49.050899] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:49.054060] [DEBUG] [FORECASTER] BEKE: Forecast T+1@11:T+2@11: DOWN (p=27.60%)
[2025-10-14T23:54:49.054318] [INFO ] [FORECASTER] Completed predict_future for BEKE
[2025-10-14T23:54:49.054445] [INFO ] [sig       ] BEKE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:49.191355] [INFO ] [LOCAL     ] Saved forecast: BEKE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BEKE.txt
[2025-10-14T23:54:49.191572] [INFO ] [sig       ] [205/1812] Completed BEKE in 0.2s | 4.25 sym/s | Total: 48.3s | ETA: 6.3m
[2025-10-14T23:54:49.191615] [INFO ] [sig       ] [206/1812] Forecasting BEN...
[2025-10-14T23:54:49.191671] [INFO ] [sig       ] Generating forecast for: BEN
[2025-10-14T23:54:49.191725] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEN' from 'https://tdm.silogroup.org/data/derivative_storage/BEN.csv'.
[2025-10-14T23:54:49.200270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEN'.
[2025-10-14T23:54:49.200561] [INFO ] [FORECASTER] Starting predict_future for BEN
[2025-10-14T23:54:49.225157] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:49.225881] [DEBUG] [LOCAL     ] No optimal features file found for BEN: ./output/feature-sets/BEN.txt
[2025-10-14T23:54:49.225935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:49.225968] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:49.225996] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:49.226053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:49.242997] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:49.243530] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:49.243611] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:49.243670] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:49.276791] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:49.276929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:49.276970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:49.277020] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:49.280331] [DEBUG] [FORECASTER] BEN: Forecast T+1@11:T+2@11: UP (p=88.22%)
[2025-10-14T23:54:49.280589] [INFO ] [FORECASTER] Completed predict_future for BEN
[2025-10-14T23:54:49.280829] [INFO ] [sig       ] BEN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:49.417331] [INFO ] [LOCAL     ] Saved forecast: BEN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BEN.txt
[2025-10-14T23:54:49.417548] [INFO ] [sig       ] [206/1812] Completed BEN in 0.2s | 4.25 sym/s | Total: 48.5s | ETA: 6.3m
[2025-10-14T23:54:49.417592] [INFO ] [sig       ] [207/1812] Forecasting BEP...
[2025-10-14T23:54:49.417622] [INFO ] [sig       ] Generating forecast for: BEP
[2025-10-14T23:54:49.417684] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEP' from 'https://tdm.silogroup.org/data/derivative_storage/BEP.csv'.
[2025-10-14T23:54:49.426204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEP'.
[2025-10-14T23:54:49.426497] [INFO ] [FORECASTER] Starting predict_future for BEP
[2025-10-14T23:54:49.450867] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:49.451507] [DEBUG] [LOCAL     ] No optimal features file found for BEP: ./output/feature-sets/BEP.txt
[2025-10-14T23:54:49.451560] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:49.451592] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:49.451618] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:49.451702] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:49.468571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:49.469124] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:49.469203] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:49.469236] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:49.501089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:49.501173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:49.501208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:49.501236] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:49.504187] [DEBUG] [FORECASTER] BEP: Forecast T+1@11:T+2@11: DOWN (p=24.49%)
[2025-10-14T23:54:49.504484] [INFO ] [FORECASTER] Completed predict_future for BEP
[2025-10-14T23:54:49.504627] [INFO ] [sig       ] BEP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:49.642121] [INFO ] [LOCAL     ] Saved forecast: BEP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BEP.txt
[2025-10-14T23:54:49.642321] [INFO ] [sig       ] [207/1812] Completed BEP in 0.2s | 4.25 sym/s | Total: 48.7s | ETA: 6.3m
[2025-10-14T23:54:49.642362] [INFO ] [sig       ] [208/1812] Forecasting BEPC...
[2025-10-14T23:54:49.642392] [INFO ] [sig       ] Generating forecast for: BEPC
[2025-10-14T23:54:49.642423] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPC' from 'https://tdm.silogroup.org/data/derivative_storage/BEPC.csv'.
[2025-10-14T23:54:49.650445] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPC'.
[2025-10-14T23:54:49.650717] [INFO ] [FORECASTER] Starting predict_future for BEPC
[2025-10-14T23:54:49.674970] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:49.675612] [DEBUG] [LOCAL     ] No optimal features file found for BEPC: ./output/feature-sets/BEPC.txt
[2025-10-14T23:54:49.675690] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:49.675736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:49.675765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:49.675835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:49.693082] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:49.693603] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:49.693705] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:49.693751] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:49.725592] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:49.725691] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:49.725739] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:49.725769] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:49.728832] [DEBUG] [FORECASTER] BEPC: Forecast T+1@11:T+2@11: DOWN (p=37.25%)
[2025-10-14T23:54:49.729081] [INFO ] [FORECASTER] Completed predict_future for BEPC
[2025-10-14T23:54:49.729206] [INFO ] [sig       ] BEPC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:49.866196] [INFO ] [LOCAL     ] Saved forecast: BEPC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BEPC.txt
[2025-10-14T23:54:49.866382] [INFO ] [sig       ] [208/1812] Completed BEPC in 0.2s | 4.25 sym/s | Total: 49.0s | ETA: 6.3m
[2025-10-14T23:54:49.866423] [INFO ] [sig       ] [209/1812] Forecasting BEPH...
[2025-10-14T23:54:49.866454] [INFO ] [sig       ] Generating forecast for: BEPH
[2025-10-14T23:54:49.866485] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPH' from 'https://tdm.silogroup.org/data/derivative_storage/BEPH.csv'.
[2025-10-14T23:54:49.876036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPH'.
[2025-10-14T23:54:49.876411] [INFO ] [FORECASTER] Starting predict_future for BEPH
[2025-10-14T23:54:49.903422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:49.904218] [DEBUG] [LOCAL     ] No optimal features file found for BEPH: ./output/feature-sets/BEPH.txt
[2025-10-14T23:54:49.904273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:49.904313] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:49.904382] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:49.904459] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:49.922855] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:49.923409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:49.923492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:49.923526] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:49.958633] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:49.958758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:49.958799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:49.958829] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:49.962137] [DEBUG] [FORECASTER] BEPH: Forecast T+1@11:T+2@11: DOWN (p=45.76%)
[2025-10-14T23:54:49.962403] [INFO ] [FORECASTER] Completed predict_future for BEPH
[2025-10-14T23:54:49.962539] [INFO ] [sig       ] BEPH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:50.108752] [INFO ] [LOCAL     ] Saved forecast: BEPH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BEPH.txt
[2025-10-14T23:54:50.108997] [INFO ] [sig       ] [209/1812] Completed BEPH in 0.2s | 4.25 sym/s | Total: 49.2s | ETA: 6.3m
[2025-10-14T23:54:50.109042] [INFO ] [sig       ] [210/1812] Forecasting BEPI...
[2025-10-14T23:54:50.109074] [INFO ] [sig       ] Generating forecast for: BEPI
[2025-10-14T23:54:50.109107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPI' from 'https://tdm.silogroup.org/data/derivative_storage/BEPI.csv'.
[2025-10-14T23:54:50.117310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPI'.
[2025-10-14T23:54:50.117636] [INFO ] [FORECASTER] Starting predict_future for BEPI
[2025-10-14T23:54:50.143677] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:50.144364] [DEBUG] [LOCAL     ] No optimal features file found for BEPI: ./output/feature-sets/BEPI.txt
[2025-10-14T23:54:50.144420] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:50.144453] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:50.144481] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:50.144539] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:50.163477] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:50.164181] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:50.164270] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:50.164306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:50.195059] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:50.195235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:50.195277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:50.195308] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:50.198980] [DEBUG] [FORECASTER] BEPI: Forecast T+1@11:T+2@11: DOWN (p=19.92%)
[2025-10-14T23:54:50.199622] [INFO ] [FORECASTER] Completed predict_future for BEPI
[2025-10-14T23:54:50.199797] [INFO ] [sig       ] BEPI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:50.340760] [INFO ] [LOCAL     ] Saved forecast: BEPI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BEPI.txt
[2025-10-14T23:54:50.340974] [INFO ] [sig       ] [210/1812] Completed BEPI in 0.2s | 4.25 sym/s | Total: 49.4s | ETA: 6.3m
[2025-10-14T23:54:50.341015] [INFO ] [sig       ] [211/1812] Forecasting BEPJ...
[2025-10-14T23:54:50.341046] [INFO ] [sig       ] Generating forecast for: BEPJ
[2025-10-14T23:54:50.341077] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BEPJ.csv'.
[2025-10-14T23:54:50.348972] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPJ'.
[2025-10-14T23:54:50.349246] [INFO ] [FORECASTER] Starting predict_future for BEPJ
[2025-10-14T23:54:50.375282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:50.376090] [DEBUG] [LOCAL     ] No optimal features file found for BEPJ: ./output/feature-sets/BEPJ.txt
[2025-10-14T23:54:50.376148] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:50.376182] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:50.376212] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:50.376269] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:50.394979] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:50.395639] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:50.395749] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:50.395785] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:50.425539] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:50.425672] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:50.425728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:50.425759] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:50.428931] [DEBUG] [FORECASTER] BEPJ: Forecast T+1@11:T+2@11: UP (p=91.12%)
[2025-10-14T23:54:50.429185] [INFO ] [FORECASTER] Completed predict_future for BEPJ
[2025-10-14T23:54:50.429313] [INFO ] [sig       ] BEPJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:50.573475] [INFO ] [LOCAL     ] Saved forecast: BEPJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BEPJ.txt
[2025-10-14T23:54:50.573759] [INFO ] [sig       ] [211/1812] Completed BEPJ in 0.2s | 4.25 sym/s | Total: 49.7s | ETA: 6.3m
[2025-10-14T23:54:50.573822] [INFO ] [sig       ] [212/1812] Forecasting BFAM...
[2025-10-14T23:54:50.573856] [INFO ] [sig       ] Generating forecast for: BFAM
[2025-10-14T23:54:50.573887] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFAM' from 'https://tdm.silogroup.org/data/derivative_storage/BFAM.csv'.
[2025-10-14T23:54:50.582827] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFAM'.
[2025-10-14T23:54:50.583216] [INFO ] [FORECASTER] Starting predict_future for BFAM
[2025-10-14T23:54:50.609049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:50.609811] [DEBUG] [LOCAL     ] No optimal features file found for BFAM: ./output/feature-sets/BFAM.txt
[2025-10-14T23:54:50.609866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:50.609898] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:50.609926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:50.609982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:50.626709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:50.627315] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:50.627394] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:50.627428] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:50.659118] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:50.659269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:50.659309] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:50.659342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:50.662800] [DEBUG] [FORECASTER] BFAM: Forecast T+1@11:T+2@11: DOWN (p=4.84%)
[2025-10-14T23:54:50.663064] [INFO ] [FORECASTER] Completed predict_future for BFAM
[2025-10-14T23:54:50.663195] [INFO ] [sig       ] BFAM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:50.811176] [INFO ] [LOCAL     ] Saved forecast: BFAM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BFAM.txt
[2025-10-14T23:54:50.811411] [INFO ] [sig       ] [212/1812] Completed BFAM in 0.2s | 4.25 sym/s | Total: 49.9s | ETA: 6.3m
[2025-10-14T23:54:50.811454] [INFO ] [sig       ] [213/1812] Forecasting BFS...
[2025-10-14T23:54:50.811487] [INFO ] [sig       ] Generating forecast for: BFS
[2025-10-14T23:54:50.811519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFS' from 'https://tdm.silogroup.org/data/derivative_storage/BFS.csv'.
[2025-10-14T23:54:50.820417] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFS'.
[2025-10-14T23:54:50.820901] [INFO ] [FORECASTER] Starting predict_future for BFS
[2025-10-14T23:54:50.846711] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:50.847469] [DEBUG] [LOCAL     ] No optimal features file found for BFS: ./output/feature-sets/BFS.txt
[2025-10-14T23:54:50.847524] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:50.847558] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:50.847588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:50.847669] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:50.865064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:50.865627] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:50.865732] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:50.865772] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:50.900977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:50.901158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:50.901199] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:50.901249] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:50.904751] [DEBUG] [FORECASTER] BFS: Forecast T+1@11:T+2@11: DOWN (p=45.38%)
[2025-10-14T23:54:50.905036] [INFO ] [FORECASTER] Completed predict_future for BFS
[2025-10-14T23:54:50.905173] [INFO ] [sig       ] BFS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:51.043141] [INFO ] [LOCAL     ] Saved forecast: BFS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BFS.txt
[2025-10-14T23:54:51.043342] [INFO ] [sig       ] [213/1812] Completed BFS in 0.2s | 4.25 sym/s | Total: 50.1s | ETA: 6.3m
[2025-10-14T23:54:51.043384] [INFO ] [sig       ] [214/1812] Forecasting BFZ...
[2025-10-14T23:54:51.043462] [INFO ] [sig       ] Generating forecast for: BFZ
[2025-10-14T23:54:51.043503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFZ' from 'https://tdm.silogroup.org/data/derivative_storage/BFZ.csv'.
[2025-10-14T23:54:51.051905] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFZ'.
[2025-10-14T23:54:51.052178] [INFO ] [FORECASTER] Starting predict_future for BFZ
[2025-10-14T23:54:51.076606] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:51.077325] [DEBUG] [LOCAL     ] No optimal features file found for BFZ: ./output/feature-sets/BFZ.txt
[2025-10-14T23:54:51.077378] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:51.077411] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:51.077439] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:51.077497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:51.094541] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:51.095094] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:51.095172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:51.095205] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:51.126113] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:51.126290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:51.126333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:51.126363] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:51.130126] [DEBUG] [FORECASTER] BFZ: Forecast T+1@11:T+2@11: DOWN (p=12.27%)
[2025-10-14T23:54:51.130400] [INFO ] [FORECASTER] Completed predict_future for BFZ
[2025-10-14T23:54:51.130537] [INFO ] [sig       ] BFZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:51.268290] [INFO ] [LOCAL     ] Saved forecast: BFZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BFZ.txt
[2025-10-14T23:54:51.268499] [INFO ] [sig       ] [214/1812] Completed BFZ in 0.2s | 4.25 sym/s | Total: 50.4s | ETA: 6.3m
[2025-10-14T23:54:51.268542] [INFO ] [sig       ] [215/1812] Forecasting BG...
[2025-10-14T23:54:51.268573] [INFO ] [sig       ] Generating forecast for: BG
[2025-10-14T23:54:51.268603] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BG' from 'https://tdm.silogroup.org/data/derivative_storage/BG.csv'.
[2025-10-14T23:54:51.278084] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BG'.
[2025-10-14T23:54:51.278466] [INFO ] [FORECASTER] Starting predict_future for BG
[2025-10-14T23:54:51.304234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:51.305057] [DEBUG] [LOCAL     ] No optimal features file found for BG: ./output/feature-sets/BG.txt
[2025-10-14T23:54:51.305114] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:51.305149] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:51.305179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:51.305236] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:51.323526] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:51.324462] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:51.324558] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:51.324592] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:51.364297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:51.364490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:51.364536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:51.364568] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:51.368251] [DEBUG] [FORECASTER] BG: Forecast T+1@11:T+2@11: DOWN (p=3.94%)
[2025-10-14T23:54:51.368575] [INFO ] [FORECASTER] Completed predict_future for BG
[2025-10-14T23:54:51.368759] [INFO ] [sig       ] BG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:51.508504] [INFO ] [LOCAL     ] Saved forecast: BG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BG.txt
[2025-10-14T23:54:51.508790] [INFO ] [sig       ] [215/1812] Completed BG in 0.2s | 4.25 sym/s | Total: 50.6s | ETA: 6.3m
[2025-10-14T23:54:51.508854] [INFO ] [sig       ] [216/1812] Forecasting BGB...
[2025-10-14T23:54:51.508890] [INFO ] [sig       ] Generating forecast for: BGB
[2025-10-14T23:54:51.508923] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGB' from 'https://tdm.silogroup.org/data/derivative_storage/BGB.csv'.
[2025-10-14T23:54:51.517890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGB'.
[2025-10-14T23:54:51.518218] [INFO ] [FORECASTER] Starting predict_future for BGB
[2025-10-14T23:54:51.543443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:51.544159] [DEBUG] [LOCAL     ] No optimal features file found for BGB: ./output/feature-sets/BGB.txt
[2025-10-14T23:54:51.544214] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:51.544248] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:51.544277] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:51.544335] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:51.561856] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:51.562387] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:51.562467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:51.562502] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:51.598713] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:51.598842] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:51.598880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:51.598909] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:51.602909] [DEBUG] [FORECASTER] BGB: Forecast T+1@11:T+2@11: UP (p=80.67%)
[2025-10-14T23:54:51.603198] [INFO ] [FORECASTER] Completed predict_future for BGB
[2025-10-14T23:54:51.603341] [INFO ] [sig       ] BGB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:51.744222] [INFO ] [LOCAL     ] Saved forecast: BGB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BGB.txt
[2025-10-14T23:54:51.744482] [INFO ] [sig       ] [216/1812] Completed BGB in 0.2s | 4.25 sym/s | Total: 50.8s | ETA: 6.3m
[2025-10-14T23:54:51.744532] [INFO ] [sig       ] [217/1812] Forecasting BGH...
[2025-10-14T23:54:51.744563] [INFO ] [sig       ] Generating forecast for: BGH
[2025-10-14T23:54:51.744594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGH' from 'https://tdm.silogroup.org/data/derivative_storage/BGH.csv'.
[2025-10-14T23:54:51.753247] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGH'.
[2025-10-14T23:54:51.753545] [INFO ] [FORECASTER] Starting predict_future for BGH
[2025-10-14T23:54:51.780635] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:51.781489] [DEBUG] [LOCAL     ] No optimal features file found for BGH: ./output/feature-sets/BGH.txt
[2025-10-14T23:54:51.781547] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:51.781583] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:51.781612] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:51.781692] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:51.800056] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:51.801096] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:51.801201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:51.801236] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:51.840145] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:51.840345] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:51.840400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:51.840434] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:51.844084] [DEBUG] [FORECASTER] BGH: Forecast T+1@11:T+2@11: UP (p=71.00%)
[2025-10-14T23:54:51.844434] [INFO ] [FORECASTER] Completed predict_future for BGH
[2025-10-14T23:54:51.844596] [INFO ] [sig       ] BGH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:51.987744] [INFO ] [LOCAL     ] Saved forecast: BGH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BGH.txt
[2025-10-14T23:54:51.987986] [INFO ] [sig       ] [217/1812] Completed BGH in 0.2s | 4.25 sym/s | Total: 51.1s | ETA: 6.3m
[2025-10-14T23:54:51.988032] [INFO ] [sig       ] [218/1812] Forecasting BGR...
[2025-10-14T23:54:51.988099] [INFO ] [sig       ] Generating forecast for: BGR
[2025-10-14T23:54:51.988151] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGR' from 'https://tdm.silogroup.org/data/derivative_storage/BGR.csv'.
[2025-10-14T23:54:51.997057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGR'.
[2025-10-14T23:54:51.997381] [INFO ] [FORECASTER] Starting predict_future for BGR
[2025-10-14T23:54:52.022055] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:52.022798] [DEBUG] [LOCAL     ] No optimal features file found for BGR: ./output/feature-sets/BGR.txt
[2025-10-14T23:54:52.022854] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:52.022887] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:52.022915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:52.022971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:52.044478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:52.045282] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:52.045367] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:52.045403] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:52.079273] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:52.079394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:52.079432] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:52.079463] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:52.082838] [DEBUG] [FORECASTER] BGR: Forecast T+1@11:T+2@11: UP (p=89.76%)
[2025-10-14T23:54:52.083108] [INFO ] [FORECASTER] Completed predict_future for BGR
[2025-10-14T23:54:52.083247] [INFO ] [sig       ] BGR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:52.227520] [INFO ] [LOCAL     ] Saved forecast: BGR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BGR.txt
[2025-10-14T23:54:52.227796] [INFO ] [sig       ] [218/1812] Completed BGR in 0.2s | 4.25 sym/s | Total: 51.3s | ETA: 6.3m
[2025-10-14T23:54:52.227868] [INFO ] [sig       ] [219/1812] Forecasting BGS...
[2025-10-14T23:54:52.227903] [INFO ] [sig       ] Generating forecast for: BGS
[2025-10-14T23:54:52.227933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGS' from 'https://tdm.silogroup.org/data/derivative_storage/BGS.csv'.
[2025-10-14T23:54:52.236568] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGS'.
[2025-10-14T23:54:52.236891] [INFO ] [FORECASTER] Starting predict_future for BGS
[2025-10-14T23:54:52.262178] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:52.262949] [DEBUG] [LOCAL     ] No optimal features file found for BGS: ./output/feature-sets/BGS.txt
[2025-10-14T23:54:52.263005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:52.263039] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:52.263068] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:52.263126] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:52.280341] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:52.280926] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:52.281008] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:52.281044] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:52.316559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:52.316688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:52.316740] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:52.316770] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:52.319919] [DEBUG] [FORECASTER] BGS: Forecast T+1@11:T+2@11: DOWN (p=5.51%)
[2025-10-14T23:54:52.320170] [INFO ] [FORECASTER] Completed predict_future for BGS
[2025-10-14T23:54:52.320300] [INFO ] [sig       ] BGS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:52.460422] [INFO ] [LOCAL     ] Saved forecast: BGS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BGS.txt
[2025-10-14T23:54:52.460679] [INFO ] [sig       ] [219/1812] Completed BGS in 0.2s | 4.25 sym/s | Total: 51.5s | ETA: 6.2m
[2025-10-14T23:54:52.460740] [INFO ] [sig       ] [220/1812] Forecasting BGSF...
[2025-10-14T23:54:52.460773] [INFO ] [sig       ] Generating forecast for: BGSF
[2025-10-14T23:54:52.460804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGSF' from 'https://tdm.silogroup.org/data/derivative_storage/BGSF.csv'.
[2025-10-14T23:54:52.469026] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BGSF'.
[2025-10-14T23:54:52.469320] [INFO ] [FORECASTER] Starting predict_future for BGSF
[2025-10-14T23:54:52.494964] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:52.495728] [DEBUG] [LOCAL     ] No optimal features file found for BGSF: ./output/feature-sets/BGSF.txt
[2025-10-14T23:54:52.495784] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:52.495820] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:52.495848] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:52.495905] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:52.513473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:52.514174] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:52.514256] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:52.514291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:52.551622] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:52.551721] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:52.551764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:52.551811] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:52.554764] [DEBUG] [FORECASTER] BGSF: Forecast T+1@11:T+2@11: UP (p=79.45%)
[2025-10-14T23:54:52.555012] [INFO ] [FORECASTER] Completed predict_future for BGSF
[2025-10-14T23:54:52.555139] [INFO ] [sig       ] BGSF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:52.694600] [INFO ] [LOCAL     ] Saved forecast: BGSF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BGSF.txt
[2025-10-14T23:54:52.694809] [INFO ] [sig       ] [220/1812] Completed BGSF in 0.2s | 4.25 sym/s | Total: 51.8s | ETA: 6.2m
[2025-10-14T23:54:52.694863] [INFO ] [sig       ] [221/1812] Forecasting BGT...
[2025-10-14T23:54:52.694895] [INFO ] [sig       ] Generating forecast for: BGT
[2025-10-14T23:54:52.694927] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGT' from 'https://tdm.silogroup.org/data/derivative_storage/BGT.csv'.
[2025-10-14T23:54:52.703138] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGT'.
[2025-10-14T23:54:52.703377] [INFO ] [FORECASTER] Starting predict_future for BGT
[2025-10-14T23:54:52.730948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:52.731627] [DEBUG] [LOCAL     ] No optimal features file found for BGT: ./output/feature-sets/BGT.txt
[2025-10-14T23:54:52.731706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:52.731747] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:52.731775] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:52.731831] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:52.748926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:52.749452] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:52.749528] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:52.749562] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:52.784171] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:52.784245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:52.784288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:52.784353] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:52.787606] [DEBUG] [FORECASTER] BGT: Forecast T+1@11:T+2@11: DOWN (p=25.66%)
[2025-10-14T23:54:52.787888] [INFO ] [FORECASTER] Completed predict_future for BGT
[2025-10-14T23:54:52.788027] [INFO ] [sig       ] BGT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:52.927454] [INFO ] [LOCAL     ] Saved forecast: BGT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BGT.txt
[2025-10-14T23:54:52.927686] [INFO ] [sig       ] [221/1812] Completed BGT in 0.2s | 4.25 sym/s | Total: 52.0s | ETA: 6.2m
[2025-10-14T23:54:52.927746] [INFO ] [sig       ] [222/1812] Forecasting BGX...
[2025-10-14T23:54:52.927780] [INFO ] [sig       ] Generating forecast for: BGX
[2025-10-14T23:54:52.927813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGX' from 'https://tdm.silogroup.org/data/derivative_storage/BGX.csv'.
[2025-10-14T23:54:52.936619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGX'.
[2025-10-14T23:54:52.936936] [INFO ] [FORECASTER] Starting predict_future for BGX
[2025-10-14T23:54:52.962448] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:52.963221] [DEBUG] [LOCAL     ] No optimal features file found for BGX: ./output/feature-sets/BGX.txt
[2025-10-14T23:54:52.963276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:52.963310] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:52.963339] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:52.963398] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:52.981723] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:52.982278] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:52.982378] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:52.982424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:53.016185] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:53.016276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:53.016312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:53.016342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:53.019532] [DEBUG] [FORECASTER] BGX: Forecast T+1@11:T+2@11: UP (p=99.72%)
[2025-10-14T23:54:53.019824] [INFO ] [FORECASTER] Completed predict_future for BGX
[2025-10-14T23:54:53.019967] [INFO ] [sig       ] BGX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:53.159773] [INFO ] [LOCAL     ] Saved forecast: BGX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BGX.txt
[2025-10-14T23:54:53.160007] [INFO ] [sig       ] [222/1812] Completed BGX in 0.2s | 4.25 sym/s | Total: 52.2s | ETA: 6.2m
[2025-10-14T23:54:53.160067] [INFO ] [sig       ] [223/1812] Forecasting BGY...
[2025-10-14T23:54:53.160101] [INFO ] [sig       ] Generating forecast for: BGY
[2025-10-14T23:54:53.160132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGY' from 'https://tdm.silogroup.org/data/derivative_storage/BGY.csv'.
[2025-10-14T23:54:53.168421] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGY'.
[2025-10-14T23:54:53.168751] [INFO ] [FORECASTER] Starting predict_future for BGY
[2025-10-14T23:54:53.194165] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:53.194922] [DEBUG] [LOCAL     ] No optimal features file found for BGY: ./output/feature-sets/BGY.txt
[2025-10-14T23:54:53.194977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:53.195011] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:53.195041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:53.195098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:53.212863] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:53.213409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:53.213488] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:53.213523] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:53.249715] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:53.249860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:53.249898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:53.250324] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:53.254740] [DEBUG] [FORECASTER] BGY: Forecast T+1@11:T+2@11: DOWN (p=35.06%)
[2025-10-14T23:54:53.255006] [INFO ] [FORECASTER] Completed predict_future for BGY
[2025-10-14T23:54:53.255138] [INFO ] [sig       ] BGY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:53.395286] [INFO ] [LOCAL     ] Saved forecast: BGY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BGY.txt
[2025-10-14T23:54:53.395521] [INFO ] [sig       ] [223/1812] Completed BGY in 0.2s | 4.25 sym/s | Total: 52.5s | ETA: 6.2m
[2025-10-14T23:54:53.395565] [INFO ] [sig       ] [224/1812] Forecasting BH...
[2025-10-14T23:54:53.395597] [INFO ] [sig       ] Generating forecast for: BH
[2025-10-14T23:54:53.395629] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BH' from 'https://tdm.silogroup.org/data/derivative_storage/BH.csv'.
[2025-10-14T23:54:53.403831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BH'.
[2025-10-14T23:54:53.404113] [INFO ] [FORECASTER] Starting predict_future for BH
[2025-10-14T23:54:53.433601] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:53.434549] [DEBUG] [LOCAL     ] No optimal features file found for BH: ./output/feature-sets/BH.txt
[2025-10-14T23:54:53.434603] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:53.434636] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:53.434707] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:53.434771] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:53.451842] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:53.452436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:53.452515] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:53.452548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:53.496875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:53.497085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:53.497161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:53.497213] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:53.501776] [DEBUG] [FORECASTER] BH: Forecast T+1@11:T+2@11: DOWN (p=10.12%)
[2025-10-14T23:54:53.502210] [INFO ] [FORECASTER] Completed predict_future for BH
[2025-10-14T23:54:53.502397] [INFO ] [sig       ] BH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:53.646092] [INFO ] [LOCAL     ] Saved forecast: BH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BH.txt
[2025-10-14T23:54:53.646333] [INFO ] [sig       ] [224/1812] Completed BH in 0.3s | 4.25 sym/s | Total: 52.7s | ETA: 6.2m
[2025-10-14T23:54:53.646378] [INFO ] [sig       ] [225/1812] Forecasting BHC...
[2025-10-14T23:54:53.646409] [INFO ] [sig       ] Generating forecast for: BHC
[2025-10-14T23:54:53.646441] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHC' from 'https://tdm.silogroup.org/data/derivative_storage/BHC.csv'.
[2025-10-14T23:54:53.656570] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHC'.
[2025-10-14T23:54:53.656935] [INFO ] [FORECASTER] Starting predict_future for BHC
[2025-10-14T23:54:53.681622] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:53.682300] [DEBUG] [LOCAL     ] No optimal features file found for BHC: ./output/feature-sets/BHC.txt
[2025-10-14T23:54:53.682353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:53.682386] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:53.682414] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:53.682470] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:53.699284] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:53.699843] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:53.699920] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:53.699953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:53.736435] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:53.736511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:53.736546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:53.736574] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:53.739614] [DEBUG] [FORECASTER] BHC: Forecast T+1@11:T+2@11: UP (p=92.21%)
[2025-10-14T23:54:53.739898] [INFO ] [FORECASTER] Completed predict_future for BHC
[2025-10-14T23:54:53.740034] [INFO ] [sig       ] BHC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:53.878491] [INFO ] [LOCAL     ] Saved forecast: BHC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BHC.txt
[2025-10-14T23:54:53.878734] [INFO ] [sig       ] [225/1812] Completed BHC in 0.2s | 4.25 sym/s | Total: 53.0s | ETA: 6.2m
[2025-10-14T23:54:53.878803] [INFO ] [sig       ] [226/1812] Forecasting BHE...
[2025-10-14T23:54:53.878838] [INFO ] [sig       ] Generating forecast for: BHE
[2025-10-14T23:54:53.878869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHE' from 'https://tdm.silogroup.org/data/derivative_storage/BHE.csv'.
[2025-10-14T23:54:53.886895] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHE'.
[2025-10-14T23:54:53.887141] [INFO ] [FORECASTER] Starting predict_future for BHE
[2025-10-14T23:54:53.911483] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:53.912164] [DEBUG] [LOCAL     ] No optimal features file found for BHE: ./output/feature-sets/BHE.txt
[2025-10-14T23:54:53.912217] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:53.912250] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:53.912277] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:53.912334] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:53.929475] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:53.930031] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:53.930109] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:53.930142] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:53.964709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:53.964794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:53.964830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:53.964858] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:53.967877] [DEBUG] [FORECASTER] BHE: Forecast T+1@11:T+2@11: DOWN (p=15.76%)
[2025-10-14T23:54:53.968155] [INFO ] [FORECASTER] Completed predict_future for BHE
[2025-10-14T23:54:53.968297] [INFO ] [sig       ] BHE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:54.105303] [INFO ] [LOCAL     ] Saved forecast: BHE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BHE.txt
[2025-10-14T23:54:54.105508] [INFO ] [sig       ] [226/1812] Completed BHE in 0.2s | 4.25 sym/s | Total: 53.2s | ETA: 6.2m
[2025-10-14T23:54:54.105619] [INFO ] [sig       ] [227/1812] Forecasting BHK...
[2025-10-14T23:54:54.105693] [INFO ] [sig       ] Generating forecast for: BHK
[2025-10-14T23:54:54.105739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHK' from 'https://tdm.silogroup.org/data/derivative_storage/BHK.csv'.
[2025-10-14T23:54:54.114044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHK'.
[2025-10-14T23:54:54.114298] [INFO ] [FORECASTER] Starting predict_future for BHK
[2025-10-14T23:54:54.140162] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:54.141016] [DEBUG] [LOCAL     ] No optimal features file found for BHK: ./output/feature-sets/BHK.txt
[2025-10-14T23:54:54.141071] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:54.141106] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:54.141134] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:54.141192] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:54.158272] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:54.158860] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:54.158942] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:54.158976] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:54.193869] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:54.193967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:54.194003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:54.194031] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:54.197088] [DEBUG] [FORECASTER] BHK: Forecast T+1@11:T+2@11: UP (p=56.76%)
[2025-10-14T23:54:54.197340] [INFO ] [FORECASTER] Completed predict_future for BHK
[2025-10-14T23:54:54.197475] [INFO ] [sig       ] BHK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:54.335318] [INFO ] [LOCAL     ] Saved forecast: BHK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BHK.txt
[2025-10-14T23:54:54.335545] [INFO ] [sig       ] [227/1812] Completed BHK in 0.2s | 4.25 sym/s | Total: 53.4s | ETA: 6.2m
[2025-10-14T23:54:54.335587] [INFO ] [sig       ] [228/1812] Forecasting BHP...
[2025-10-14T23:54:54.335617] [INFO ] [sig       ] Generating forecast for: BHP
[2025-10-14T23:54:54.335677] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHP' from 'https://tdm.silogroup.org/data/derivative_storage/BHP.csv'.
[2025-10-14T23:54:54.344141] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHP'.
[2025-10-14T23:54:54.344393] [INFO ] [FORECASTER] Starting predict_future for BHP
[2025-10-14T23:54:54.370005] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:54.370735] [DEBUG] [LOCAL     ] No optimal features file found for BHP: ./output/feature-sets/BHP.txt
[2025-10-14T23:54:54.370791] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:54.370825] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:54.370852] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:54.370910] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:54.388297] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:54.388913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:54.388996] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:54.389031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:54.425434] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:54.425531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:54.425568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:54.425596] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:54.428840] [DEBUG] [FORECASTER] BHP: Forecast T+1@11:T+2@11: UP (p=71.87%)
[2025-10-14T23:54:54.429100] [INFO ] [FORECASTER] Completed predict_future for BHP
[2025-10-14T23:54:54.429239] [INFO ] [sig       ] BHP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:54.567967] [INFO ] [LOCAL     ] Saved forecast: BHP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BHP.txt
[2025-10-14T23:54:54.568219] [INFO ] [sig       ] [228/1812] Completed BHP in 0.2s | 4.25 sym/s | Total: 53.7s | ETA: 6.2m
[2025-10-14T23:54:54.568278] [INFO ] [sig       ] [229/1812] Forecasting BHR...
[2025-10-14T23:54:54.568310] [INFO ] [sig       ] Generating forecast for: BHR
[2025-10-14T23:54:54.568341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHR' from 'https://tdm.silogroup.org/data/derivative_storage/BHR.csv'.
[2025-10-14T23:54:54.576741] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHR'.
[2025-10-14T23:54:54.577020] [INFO ] [FORECASTER] Starting predict_future for BHR
[2025-10-14T23:54:54.601721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:54.602427] [DEBUG] [LOCAL     ] No optimal features file found for BHR: ./output/feature-sets/BHR.txt
[2025-10-14T23:54:54.602480] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:54.602512] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:54.602539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:54.602596] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:54.619473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:54.620077] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:54.620158] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:54.620191] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:54.656567] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:54.656773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:54.656826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:54.656856] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:54.660048] [DEBUG] [FORECASTER] BHR: Forecast T+1@11:T+2@11: DOWN (p=2.85%)
[2025-10-14T23:54:54.660303] [INFO ] [FORECASTER] Completed predict_future for BHR
[2025-10-14T23:54:54.660437] [INFO ] [sig       ] BHR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:54.797422] [INFO ] [LOCAL     ] Saved forecast: BHR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BHR.txt
[2025-10-14T23:54:54.797639] [INFO ] [sig       ] [229/1812] Completed BHR in 0.2s | 4.25 sym/s | Total: 53.9s | ETA: 6.2m
[2025-10-14T23:54:54.797720] [INFO ] [sig       ] [230/1812] Forecasting BHVN...
[2025-10-14T23:54:54.797755] [INFO ] [sig       ] Generating forecast for: BHVN
[2025-10-14T23:54:54.797786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHVN' from 'https://tdm.silogroup.org/data/derivative_storage/BHVN.csv'.
[2025-10-14T23:54:54.807083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHVN'.
[2025-10-14T23:54:54.807367] [INFO ] [FORECASTER] Starting predict_future for BHVN
[2025-10-14T23:54:54.832316] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:54.833113] [DEBUG] [LOCAL     ] No optimal features file found for BHVN: ./output/feature-sets/BHVN.txt
[2025-10-14T23:54:54.833167] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:54.833201] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:54.833228] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:54.833285] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:54.850355] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:54.850979] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:54.851061] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:54.851094] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:54.885356] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:54.885474] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:54.885512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:54.885541] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:54.888816] [DEBUG] [FORECASTER] BHVN: Forecast T+1@11:T+2@11: DOWN (p=1.60%)
[2025-10-14T23:54:54.889078] [INFO ] [FORECASTER] Completed predict_future for BHVN
[2025-10-14T23:54:54.889211] [INFO ] [sig       ] BHVN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:55.025889] [INFO ] [LOCAL     ] Saved forecast: BHVN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BHVN.txt
[2025-10-14T23:54:55.026112] [INFO ] [sig       ] [230/1812] Completed BHVN in 0.2s | 4.25 sym/s | Total: 54.1s | ETA: 6.2m
[2025-10-14T23:54:55.026154] [INFO ] [sig       ] [231/1812] Forecasting BILL...
[2025-10-14T23:54:55.026185] [INFO ] [sig       ] Generating forecast for: BILL
[2025-10-14T23:54:55.026216] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BILL' from 'https://tdm.silogroup.org/data/derivative_storage/BILL.csv'.
[2025-10-14T23:54:55.034684] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BILL'.
[2025-10-14T23:54:55.034958] [INFO ] [FORECASTER] Starting predict_future for BILL
[2025-10-14T23:54:55.059571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:55.060295] [DEBUG] [LOCAL     ] No optimal features file found for BILL: ./output/feature-sets/BILL.txt
[2025-10-14T23:54:55.060348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:55.060381] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:55.060408] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:55.060463] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:55.077347] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:55.077927] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:55.078006] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:55.078039] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:55.114697] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:55.114862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:55.114903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:55.114931] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:55.118341] [DEBUG] [FORECASTER] BILL: Forecast T+1@11:T+2@11: DOWN (p=16.74%)
[2025-10-14T23:54:55.118616] [INFO ] [FORECASTER] Completed predict_future for BILL
[2025-10-14T23:54:55.118790] [INFO ] [sig       ] BILL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:55.257822] [INFO ] [LOCAL     ] Saved forecast: BILL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BILL.txt
[2025-10-14T23:54:55.258107] [INFO ] [sig       ] [231/1812] Completed BILL in 0.2s | 4.25 sym/s | Total: 54.3s | ETA: 6.2m
[2025-10-14T23:54:55.258167] [INFO ] [sig       ] [232/1812] Forecasting BIO...
[2025-10-14T23:54:55.258200] [INFO ] [sig       ] Generating forecast for: BIO
[2025-10-14T23:54:55.258231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIO' from 'https://tdm.silogroup.org/data/derivative_storage/BIO.csv'.
[2025-10-14T23:54:55.266432] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIO'.
[2025-10-14T23:54:55.266743] [INFO ] [FORECASTER] Starting predict_future for BIO
[2025-10-14T23:54:55.291508] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:55.292206] [DEBUG] [LOCAL     ] No optimal features file found for BIO: ./output/feature-sets/BIO.txt
[2025-10-14T23:54:55.292259] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:55.292291] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:55.292319] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:55.292375] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:55.309684] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:55.310226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:55.310302] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:55.310335] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:55.345381] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:55.345466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:55.345502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:55.345531] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:55.348608] [DEBUG] [FORECASTER] BIO: Forecast T+1@11:T+2@11: UP (p=53.61%)
[2025-10-14T23:54:55.348890] [INFO ] [FORECASTER] Completed predict_future for BIO
[2025-10-14T23:54:55.349023] [INFO ] [sig       ] BIO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:55.489314] [INFO ] [LOCAL     ] Saved forecast: BIO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BIO.txt
[2025-10-14T23:54:55.489530] [INFO ] [sig       ] [232/1812] Completed BIO in 0.2s | 4.25 sym/s | Total: 54.6s | ETA: 6.2m
[2025-10-14T23:54:55.489590] [INFO ] [sig       ] [233/1812] Forecasting BIP...
[2025-10-14T23:54:55.489633] [INFO ] [sig       ] Generating forecast for: BIP
[2025-10-14T23:54:55.489704] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIP' from 'https://tdm.silogroup.org/data/derivative_storage/BIP.csv'.
[2025-10-14T23:54:55.499349] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIP'.
[2025-10-14T23:54:55.499670] [INFO ] [FORECASTER] Starting predict_future for BIP
[2025-10-14T23:54:55.523895] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:55.524554] [DEBUG] [LOCAL     ] No optimal features file found for BIP: ./output/feature-sets/BIP.txt
[2025-10-14T23:54:55.524608] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:55.524661] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:55.524716] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:55.524821] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:55.541770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:55.542307] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:55.542387] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:55.542421] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:55.579186] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:55.579294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:55.579332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:55.579361] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:55.582515] [DEBUG] [FORECASTER] BIP: Forecast T+1@11:T+2@11: DOWN (p=12.07%)
[2025-10-14T23:54:55.582810] [INFO ] [FORECASTER] Completed predict_future for BIP
[2025-10-14T23:54:55.582948] [INFO ] [sig       ] BIP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:55.720825] [INFO ] [LOCAL     ] Saved forecast: BIP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BIP.txt
[2025-10-14T23:54:55.721038] [INFO ] [sig       ] [233/1812] Completed BIP in 0.2s | 4.25 sym/s | Total: 54.8s | ETA: 6.2m
[2025-10-14T23:54:55.721081] [INFO ] [sig       ] [234/1812] Forecasting BIPC...
[2025-10-14T23:54:55.721113] [INFO ] [sig       ] Generating forecast for: BIPC
[2025-10-14T23:54:55.721144] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPC' from 'https://tdm.silogroup.org/data/derivative_storage/BIPC.csv'.
[2025-10-14T23:54:55.729377] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPC'.
[2025-10-14T23:54:55.729634] [INFO ] [FORECASTER] Starting predict_future for BIPC
[2025-10-14T23:54:55.754019] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:55.754726] [DEBUG] [LOCAL     ] No optimal features file found for BIPC: ./output/feature-sets/BIPC.txt
[2025-10-14T23:54:55.754781] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:55.754813] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:55.754840] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:55.754896] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:55.771921] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:55.772433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:55.772510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:55.772543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:55.807253] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:55.807337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:55.807372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:55.807401] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:55.810478] [DEBUG] [FORECASTER] BIPC: Forecast T+1@11:T+2@11: DOWN (p=24.29%)
[2025-10-14T23:54:55.810765] [INFO ] [FORECASTER] Completed predict_future for BIPC
[2025-10-14T23:54:55.810897] [INFO ] [sig       ] BIPC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:55.948200] [INFO ] [LOCAL     ] Saved forecast: BIPC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BIPC.txt
[2025-10-14T23:54:55.948486] [INFO ] [sig       ] [234/1812] Completed BIPC in 0.2s | 4.25 sym/s | Total: 55.0s | ETA: 6.2m
[2025-10-14T23:54:55.948530] [INFO ] [sig       ] [235/1812] Forecasting BIPH...
[2025-10-14T23:54:55.948561] [INFO ] [sig       ] Generating forecast for: BIPH
[2025-10-14T23:54:55.948593] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPH' from 'https://tdm.silogroup.org/data/derivative_storage/BIPH.csv'.
[2025-10-14T23:54:55.957078] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPH'.
[2025-10-14T23:54:55.957334] [INFO ] [FORECASTER] Starting predict_future for BIPH
[2025-10-14T23:54:55.981688] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:55.982337] [DEBUG] [LOCAL     ] No optimal features file found for BIPH: ./output/feature-sets/BIPH.txt
[2025-10-14T23:54:55.982391] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:55.982424] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:55.982453] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:55.982509] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:55.999271] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:55.999826] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:55.999907] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:55.999940] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:56.034447] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:56.034635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:56.034730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:56.034766] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:56.038324] [DEBUG] [FORECASTER] BIPH: Forecast T+1@11:T+2@11: DOWN (p=3.63%)
[2025-10-14T23:54:56.038595] [INFO ] [FORECASTER] Completed predict_future for BIPH
[2025-10-14T23:54:56.038768] [INFO ] [sig       ] BIPH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:56.179956] [INFO ] [LOCAL     ] Saved forecast: BIPH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BIPH.txt
[2025-10-14T23:54:56.180252] [INFO ] [sig       ] [235/1812] Completed BIPH in 0.2s | 4.25 sym/s | Total: 55.3s | ETA: 6.2m
[2025-10-14T23:54:56.180314] [INFO ] [sig       ] [236/1812] Forecasting BIPI...
[2025-10-14T23:54:56.180347] [INFO ] [sig       ] Generating forecast for: BIPI
[2025-10-14T23:54:56.180381] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPI' from 'https://tdm.silogroup.org/data/derivative_storage/BIPI.csv'.
[2025-10-14T23:54:56.188678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPI'.
[2025-10-14T23:54:56.188919] [INFO ] [FORECASTER] Starting predict_future for BIPI
[2025-10-14T23:54:56.213277] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:56.213966] [DEBUG] [LOCAL     ] No optimal features file found for BIPI: ./output/feature-sets/BIPI.txt
[2025-10-14T23:54:56.214019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:56.214051] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:56.214078] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:56.214134] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:56.231093] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:56.231623] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:56.231730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:56.231770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:56.266137] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:56.266214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:56.266280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:56.266310] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:56.271519] [DEBUG] [FORECASTER] BIPI: Forecast T+1@11:T+2@11: UP (p=98.03%)
[2025-10-14T23:54:56.271809] [INFO ] [FORECASTER] Completed predict_future for BIPI
[2025-10-14T23:54:56.271941] [INFO ] [sig       ] BIPI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:56.409023] [INFO ] [LOCAL     ] Saved forecast: BIPI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BIPI.txt
[2025-10-14T23:54:56.409239] [INFO ] [sig       ] [236/1812] Completed BIPI in 0.2s | 4.25 sym/s | Total: 55.5s | ETA: 6.2m
[2025-10-14T23:54:56.409281] [INFO ] [sig       ] [237/1812] Forecasting BIPJ...
[2025-10-14T23:54:56.409312] [INFO ] [sig       ] Generating forecast for: BIPJ
[2025-10-14T23:54:56.409343] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BIPJ.csv'.
[2025-10-14T23:54:56.417763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPJ'.
[2025-10-14T23:54:56.418013] [INFO ] [FORECASTER] Starting predict_future for BIPJ
[2025-10-14T23:54:56.442694] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:56.443351] [DEBUG] [LOCAL     ] No optimal features file found for BIPJ: ./output/feature-sets/BIPJ.txt
[2025-10-14T23:54:56.443404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:56.443436] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:56.443463] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:56.443519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:56.460399] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:56.460950] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:56.461029] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:56.461063] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:56.494937] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:56.495015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:56.495050] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:56.495077] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:56.498034] [DEBUG] [FORECASTER] BIPJ: Forecast T+1@11:T+2@11: DOWN (p=42.50%)
[2025-10-14T23:54:56.498300] [INFO ] [FORECASTER] Completed predict_future for BIPJ
[2025-10-14T23:54:56.498426] [INFO ] [sig       ] BIPJ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:56.635436] [INFO ] [LOCAL     ] Saved forecast: BIPJ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BIPJ.txt
[2025-10-14T23:54:56.635668] [INFO ] [sig       ] [237/1812] Completed BIPJ in 0.2s | 4.25 sym/s | Total: 55.7s | ETA: 6.2m
[2025-10-14T23:54:56.635729] [INFO ] [sig       ] [238/1812] Forecasting BIRK...
[2025-10-14T23:54:56.635761] [INFO ] [sig       ] Generating forecast for: BIRK
[2025-10-14T23:54:56.635791] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIRK' from 'https://tdm.silogroup.org/data/derivative_storage/BIRK.csv'.
[2025-10-14T23:54:56.643944] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BIRK'.
[2025-10-14T23:54:56.644195] [INFO ] [FORECASTER] Starting predict_future for BIRK
[2025-10-14T23:54:56.668551] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:56.669280] [DEBUG] [LOCAL     ] No optimal features file found for BIRK: ./output/feature-sets/BIRK.txt
[2025-10-14T23:54:56.669334] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:56.669366] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:56.669393] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:56.669450] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:56.686247] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:56.686862] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:56.686940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:56.686973] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:56.722952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:56.723033] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:56.723069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:56.723097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:56.726082] [DEBUG] [FORECASTER] BIRK: Forecast T+1@11:T+2@11: DOWN (p=3.20%)
[2025-10-14T23:54:56.726329] [INFO ] [FORECASTER] Completed predict_future for BIRK
[2025-10-14T23:54:56.726462] [INFO ] [sig       ] BIRK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:56.869478] [INFO ] [LOCAL     ] Saved forecast: BIRK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BIRK.txt
[2025-10-14T23:54:56.869742] [INFO ] [sig       ] [238/1812] Completed BIRK in 0.2s | 4.25 sym/s | Total: 56.0s | ETA: 6.2m
[2025-10-14T23:54:56.869801] [INFO ] [sig       ] [239/1812] Forecasting BIT...
[2025-10-14T23:54:56.869835] [INFO ] [sig       ] Generating forecast for: BIT
[2025-10-14T23:54:56.869865] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIT' from 'https://tdm.silogroup.org/data/derivative_storage/BIT.csv'.
[2025-10-14T23:54:56.880508] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIT'.
[2025-10-14T23:54:56.881028] [INFO ] [FORECASTER] Starting predict_future for BIT
[2025-10-14T23:54:56.905888] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:56.906559] [DEBUG] [LOCAL     ] No optimal features file found for BIT: ./output/feature-sets/BIT.txt
[2025-10-14T23:54:56.906614] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:56.906676] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:56.906727] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:56.906788] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:56.923621] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:56.924187] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:56.924267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:56.924300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:56.955022] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:56.955154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:56.955192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:56.955221] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:56.958484] [DEBUG] [FORECASTER] BIT: Forecast T+1@11:T+2@11: UP (p=89.79%)
[2025-10-14T23:54:56.958789] [INFO ] [FORECASTER] Completed predict_future for BIT
[2025-10-14T23:54:56.958937] [INFO ] [sig       ] BIT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:57.099180] [INFO ] [LOCAL     ] Saved forecast: BIT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BIT.txt
[2025-10-14T23:54:57.099446] [INFO ] [sig       ] [239/1812] Completed BIT in 0.2s | 4.25 sym/s | Total: 56.2s | ETA: 6.2m
[2025-10-14T23:54:57.099513] [INFO ] [sig       ] [240/1812] Forecasting BJ...
[2025-10-14T23:54:57.099583] [INFO ] [sig       ] Generating forecast for: BJ
[2025-10-14T23:54:57.099636] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BJ' from 'https://tdm.silogroup.org/data/derivative_storage/BJ.csv'.
[2025-10-14T23:54:57.108915] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BJ'.
[2025-10-14T23:54:57.109370] [INFO ] [FORECASTER] Starting predict_future for BJ
[2025-10-14T23:54:57.136218] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:57.137062] [DEBUG] [LOCAL     ] No optimal features file found for BJ: ./output/feature-sets/BJ.txt
[2025-10-14T23:54:57.137118] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:57.137153] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:57.137182] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:57.137240] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:57.156779] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:57.157425] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:57.157508] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:57.157543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:57.193556] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:57.193909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:57.193968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:57.194000] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:57.197391] [DEBUG] [FORECASTER] BJ: Forecast T+1@11:T+2@11: UP (p=83.83%)
[2025-10-14T23:54:57.197674] [INFO ] [FORECASTER] Completed predict_future for BJ
[2025-10-14T23:54:57.197825] [INFO ] [sig       ] BJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:57.336444] [INFO ] [LOCAL     ] Saved forecast: BJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BJ.txt
[2025-10-14T23:54:57.336668] [INFO ] [sig       ] [240/1812] Completed BJ in 0.2s | 4.25 sym/s | Total: 56.4s | ETA: 6.2m
[2025-10-14T23:54:57.336729] [INFO ] [sig       ] [241/1812] Forecasting BK...
[2025-10-14T23:54:57.336762] [INFO ] [sig       ] Generating forecast for: BK
[2025-10-14T23:54:57.336793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BK' from 'https://tdm.silogroup.org/data/derivative_storage/BK.csv'.
[2025-10-14T23:54:57.345239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BK'.
[2025-10-14T23:54:57.345495] [INFO ] [FORECASTER] Starting predict_future for BK
[2025-10-14T23:54:57.370055] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:57.370745] [DEBUG] [LOCAL     ] No optimal features file found for BK: ./output/feature-sets/BK.txt
[2025-10-14T23:54:57.370799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:57.370832] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:57.370860] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:57.370917] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:57.387858] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:57.388409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:57.388487] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:57.388521] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:57.425082] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:57.425166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:57.425201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:57.425228] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:57.428269] [DEBUG] [FORECASTER] BK: Forecast T+1@11:T+2@11: UP (p=81.31%)
[2025-10-14T23:54:57.428561] [INFO ] [FORECASTER] Completed predict_future for BK
[2025-10-14T23:54:57.428741] [INFO ] [sig       ] BK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:57.570291] [INFO ] [LOCAL     ] Saved forecast: BK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BK.txt
[2025-10-14T23:54:57.570559] [INFO ] [sig       ] [241/1812] Completed BK in 0.2s | 4.25 sym/s | Total: 56.7s | ETA: 6.2m
[2025-10-14T23:54:57.570603] [INFO ] [sig       ] [242/1812] Forecasting BKD...
[2025-10-14T23:54:57.570633] [INFO ] [sig       ] Generating forecast for: BKD
[2025-10-14T23:54:57.570706] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKD' from 'https://tdm.silogroup.org/data/derivative_storage/BKD.csv'.
[2025-10-14T23:54:57.579616] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKD'.
[2025-10-14T23:54:57.579958] [INFO ] [FORECASTER] Starting predict_future for BKD
[2025-10-14T23:54:57.604821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:57.605485] [DEBUG] [LOCAL     ] No optimal features file found for BKD: ./output/feature-sets/BKD.txt
[2025-10-14T23:54:57.605540] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:57.605573] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:57.605601] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:57.605681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:57.622601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:57.623197] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:57.623278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:57.623312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:57.661058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:57.661143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:57.661179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:57.661208] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:57.664234] [DEBUG] [FORECASTER] BKD: Forecast T+1@11:T+2@11: UP (p=63.49%)
[2025-10-14T23:54:57.664483] [INFO ] [FORECASTER] Completed predict_future for BKD
[2025-10-14T23:54:57.664618] [INFO ] [sig       ] BKD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:57.802337] [INFO ] [LOCAL     ] Saved forecast: BKD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BKD.txt
[2025-10-14T23:54:57.802577] [INFO ] [sig       ] [242/1812] Completed BKD in 0.2s | 4.25 sym/s | Total: 56.9s | ETA: 6.2m
[2025-10-14T23:54:57.802620] [INFO ] [sig       ] [243/1812] Forecasting BKE...
[2025-10-14T23:54:57.802684] [INFO ] [sig       ] Generating forecast for: BKE
[2025-10-14T23:54:57.802733] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKE' from 'https://tdm.silogroup.org/data/derivative_storage/BKE.csv'.
[2025-10-14T23:54:57.811034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKE'.
[2025-10-14T23:54:57.811305] [INFO ] [FORECASTER] Starting predict_future for BKE
[2025-10-14T23:54:57.835885] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:57.836578] [DEBUG] [LOCAL     ] No optimal features file found for BKE: ./output/feature-sets/BKE.txt
[2025-10-14T23:54:57.836632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:57.836703] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:57.836741] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:57.836799] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:57.853701] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:57.854265] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:57.854363] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:57.854397] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:57.891071] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:57.891171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:57.891208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:57.891236] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:57.894309] [DEBUG] [FORECASTER] BKE: Forecast T+1@11:T+2@11: DOWN (p=11.48%)
[2025-10-14T23:54:57.894565] [INFO ] [FORECASTER] Completed predict_future for BKE
[2025-10-14T23:54:57.894729] [INFO ] [sig       ] BKE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:58.032109] [INFO ] [LOCAL     ] Saved forecast: BKE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BKE.txt
[2025-10-14T23:54:58.032363] [INFO ] [sig       ] [243/1812] Completed BKE in 0.2s | 4.25 sym/s | Total: 57.1s | ETA: 6.1m
[2025-10-14T23:54:58.032407] [INFO ] [sig       ] [244/1812] Forecasting BKH...
[2025-10-14T23:54:58.032438] [INFO ] [sig       ] Generating forecast for: BKH
[2025-10-14T23:54:58.032469] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKH' from 'https://tdm.silogroup.org/data/derivative_storage/BKH.csv'.
[2025-10-14T23:54:58.041233] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKH'.
[2025-10-14T23:54:58.041504] [INFO ] [FORECASTER] Starting predict_future for BKH
[2025-10-14T23:54:58.066100] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:58.066854] [DEBUG] [LOCAL     ] No optimal features file found for BKH: ./output/feature-sets/BKH.txt
[2025-10-14T23:54:58.066908] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:58.066941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:58.066969] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:58.067026] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:58.084154] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:58.085030] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:58.085119] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:58.085153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:58.119868] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:58.119976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:58.120014] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:58.120042] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:58.123168] [DEBUG] [FORECASTER] BKH: Forecast T+1@11:T+2@11: UP (p=73.45%)
[2025-10-14T23:54:58.123428] [INFO ] [FORECASTER] Completed predict_future for BKH
[2025-10-14T23:54:58.123561] [INFO ] [sig       ] BKH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:58.259842] [INFO ] [LOCAL     ] Saved forecast: BKH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BKH.txt
[2025-10-14T23:54:58.260075] [INFO ] [sig       ] [244/1812] Completed BKH in 0.2s | 4.25 sym/s | Total: 57.3s | ETA: 6.1m
[2025-10-14T23:54:58.260117] [INFO ] [sig       ] [245/1812] Forecasting BKKT...
[2025-10-14T23:54:58.260147] [INFO ] [sig       ] Generating forecast for: BKKT
[2025-10-14T23:54:58.260177] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKKT.csv'.
[2025-10-14T23:54:58.271921] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKKT'.
[2025-10-14T23:54:58.272367] [INFO ] [FORECASTER] Starting predict_future for BKKT
[2025-10-14T23:54:58.297374] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:58.298229] [DEBUG] [LOCAL     ] No optimal features file found for BKKT: ./output/feature-sets/BKKT.txt
[2025-10-14T23:54:58.298305] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:58.298340] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:58.298370] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:58.298427] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:58.315144] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:58.315725] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:58.315810] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:58.315844] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:58.355115] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:58.355214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:58.355250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:58.355278] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:58.358387] [DEBUG] [FORECASTER] BKKT: Forecast T+1@11:T+2@11: DOWN (p=30.65%)
[2025-10-14T23:54:58.358670] [INFO ] [FORECASTER] Completed predict_future for BKKT
[2025-10-14T23:54:58.358824] [INFO ] [sig       ] BKKT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:58.496246] [INFO ] [LOCAL     ] Saved forecast: BKKT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BKKT.txt
[2025-10-14T23:54:58.496459] [INFO ] [sig       ] [245/1812] Completed BKKT in 0.2s | 4.25 sym/s | Total: 57.6s | ETA: 6.1m
[2025-10-14T23:54:58.496500] [INFO ] [sig       ] [246/1812] Forecasting BKN...
[2025-10-14T23:54:58.496530] [INFO ] [sig       ] Generating forecast for: BKN
[2025-10-14T23:54:58.496562] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKN' from 'https://tdm.silogroup.org/data/derivative_storage/BKN.csv'.
[2025-10-14T23:54:58.505401] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKN'.
[2025-10-14T23:54:58.505688] [INFO ] [FORECASTER] Starting predict_future for BKN
[2025-10-14T23:54:58.530249] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:58.531014] [DEBUG] [LOCAL     ] No optimal features file found for BKN: ./output/feature-sets/BKN.txt
[2025-10-14T23:54:58.531068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:58.531148] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:58.531186] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:58.531245] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:58.548269] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:58.548911] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:58.548990] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:58.549023] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:58.582596] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:58.582745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:58.582791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:58.582821] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:58.585958] [DEBUG] [FORECASTER] BKN: Forecast T+1@11:T+2@11: DOWN (p=36.65%)
[2025-10-14T23:54:58.586218] [INFO ] [FORECASTER] Completed predict_future for BKN
[2025-10-14T23:54:58.586357] [INFO ] [sig       ] BKN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:58.732752] [INFO ] [LOCAL     ] Saved forecast: BKN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BKN.txt
[2025-10-14T23:54:58.732957] [INFO ] [sig       ] [246/1812] Completed BKN in 0.2s | 4.25 sym/s | Total: 57.8s | ETA: 6.1m
[2025-10-14T23:54:58.733000] [INFO ] [sig       ] [247/1812] Forecasting BKSY...
[2025-10-14T23:54:58.733030] [INFO ] [sig       ] Generating forecast for: BKSY
[2025-10-14T23:54:58.733070] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKSY' from 'https://tdm.silogroup.org/data/derivative_storage/BKSY.csv'.
[2025-10-14T23:54:58.741412] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKSY'.
[2025-10-14T23:54:58.741697] [INFO ] [FORECASTER] Starting predict_future for BKSY
[2025-10-14T23:54:58.766406] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:58.767140] [DEBUG] [LOCAL     ] No optimal features file found for BKSY: ./output/feature-sets/BKSY.txt
[2025-10-14T23:54:58.767194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:58.767227] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:58.767254] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:58.767310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:58.784469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:58.785025] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:58.785104] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:58.785137] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:58.822715] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:58.822813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:58.822854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:58.822882] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:58.826279] [DEBUG] [FORECASTER] BKSY: Forecast T+1@11:T+2@11: DOWN (p=39.54%)
[2025-10-14T23:54:58.826529] [INFO ] [FORECASTER] Completed predict_future for BKSY
[2025-10-14T23:54:58.826691] [INFO ] [sig       ] BKSY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:58.970595] [INFO ] [LOCAL     ] Saved forecast: BKSY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BKSY.txt
[2025-10-14T23:54:58.970890] [INFO ] [sig       ] [247/1812] Completed BKSY in 0.2s | 4.25 sym/s | Total: 58.1s | ETA: 6.1m
[2025-10-14T23:54:58.970951] [INFO ] [sig       ] [248/1812] Forecasting BKT...
[2025-10-14T23:54:58.970984] [INFO ] [sig       ] Generating forecast for: BKT
[2025-10-14T23:54:58.971016] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKT.csv'.
[2025-10-14T23:54:58.980045] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKT'.
[2025-10-14T23:54:58.980311] [INFO ] [FORECASTER] Starting predict_future for BKT
[2025-10-14T23:54:59.005119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:59.005821] [DEBUG] [LOCAL     ] No optimal features file found for BKT: ./output/feature-sets/BKT.txt
[2025-10-14T23:54:59.005875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:59.005908] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:59.005936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:59.005992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:59.023017] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:59.023539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:59.023616] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:59.023678] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:59.058588] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:59.058692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:59.058740] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:59.058774] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:59.061853] [DEBUG] [FORECASTER] BKT: Forecast T+1@11:T+2@11: UP (p=95.39%)
[2025-10-14T23:54:59.062120] [INFO ] [FORECASTER] Completed predict_future for BKT
[2025-10-14T23:54:59.062245] [INFO ] [sig       ] BKT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:59.204627] [INFO ] [LOCAL     ] Saved forecast: BKT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BKT.txt
[2025-10-14T23:54:59.204913] [INFO ] [sig       ] [248/1812] Completed BKT in 0.2s | 4.25 sym/s | Total: 58.3s | ETA: 6.1m
[2025-10-14T23:54:59.204960] [INFO ] [sig       ] [249/1812] Forecasting BKU...
[2025-10-14T23:54:59.204991] [INFO ] [sig       ] Generating forecast for: BKU
[2025-10-14T23:54:59.205022] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKU' from 'https://tdm.silogroup.org/data/derivative_storage/BKU.csv'.
[2025-10-14T23:54:59.213676] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKU'.
[2025-10-14T23:54:59.214037] [INFO ] [FORECASTER] Starting predict_future for BKU
[2025-10-14T23:54:59.238765] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:59.239430] [DEBUG] [LOCAL     ] No optimal features file found for BKU: ./output/feature-sets/BKU.txt
[2025-10-14T23:54:59.239483] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:59.239516] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:59.239543] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:59.239601] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:59.256853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:59.257590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:59.257703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:59.257758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:59.302452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:59.302637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:59.302725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:59.302760] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:59.306260] [DEBUG] [FORECASTER] BKU: Forecast T+1@11:T+2@11: DOWN (p=43.37%)
[2025-10-14T23:54:59.306530] [INFO ] [FORECASTER] Completed predict_future for BKU
[2025-10-14T23:54:59.306701] [INFO ] [sig       ] BKU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:59.443356] [INFO ] [LOCAL     ] Saved forecast: BKU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BKU.txt
[2025-10-14T23:54:59.443585] [INFO ] [sig       ] [249/1812] Completed BKU in 0.2s | 4.25 sym/s | Total: 58.5s | ETA: 6.1m
[2025-10-14T23:54:59.443626] [INFO ] [sig       ] [250/1812] Forecasting BKV...
[2025-10-14T23:54:59.443692] [INFO ] [sig       ] Generating forecast for: BKV
[2025-10-14T23:54:59.443740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKV' from 'https://tdm.silogroup.org/data/derivative_storage/BKV.csv'.
[2025-10-14T23:54:59.452686] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKV'.
[2025-10-14T23:54:59.452955] [INFO ] [FORECASTER] Starting predict_future for BKV
[2025-10-14T23:54:59.477922] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:59.478613] [DEBUG] [LOCAL     ] No optimal features file found for BKV: ./output/feature-sets/BKV.txt
[2025-10-14T23:54:59.478690] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:59.478735] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:59.478766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:59.478825] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:59.495559] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:59.496172] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:59.496249] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:59.496298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:59.540350] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:59.540440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:59.540476] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:59.540504] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:59.543682] [DEBUG] [FORECASTER] BKV: Forecast T+1@11:T+2@11: UP (p=90.89%)
[2025-10-14T23:54:59.543945] [INFO ] [FORECASTER] Completed predict_future for BKV
[2025-10-14T23:54:59.544077] [INFO ] [sig       ] BKV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:54:59.688285] [INFO ] [LOCAL     ] Saved forecast: BKV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BKV.txt
[2025-10-14T23:54:59.688557] [INFO ] [sig       ] [250/1812] Completed BKV in 0.2s | 4.25 sym/s | Total: 58.8s | ETA: 6.1m
[2025-10-14T23:54:59.688611] [INFO ] [sig       ] [251/1812] Forecasting BLCO...
[2025-10-14T23:54:59.688679] [INFO ] [sig       ] Generating forecast for: BLCO
[2025-10-14T23:54:59.688765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLCO' from 'https://tdm.silogroup.org/data/derivative_storage/BLCO.csv'.
[2025-10-14T23:54:59.698912] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLCO'.
[2025-10-14T23:54:59.699195] [INFO ] [FORECASTER] Starting predict_future for BLCO
[2025-10-14T23:54:59.724005] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:59.724684] [DEBUG] [LOCAL     ] No optimal features file found for BLCO: ./output/feature-sets/BLCO.txt
[2025-10-14T23:54:59.724745] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:59.724780] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:59.724807] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:59.724863] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:59.741790] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:59.742318] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:59.742396] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:59.742430] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:54:59.775088] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:54:59.775168] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:54:59.775203] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:54:59.775232] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:54:59.778228] [DEBUG] [FORECASTER] BLCO: Forecast T+1@11:T+2@11: DOWN (p=6.39%)
[2025-10-14T23:54:59.778477] [INFO ] [FORECASTER] Completed predict_future for BLCO
[2025-10-14T23:54:59.778607] [INFO ] [sig       ] BLCO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:54:59.916171] [INFO ] [LOCAL     ] Saved forecast: BLCO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BLCO.txt
[2025-10-14T23:54:59.916462] [INFO ] [sig       ] [251/1812] Completed BLCO in 0.2s | 4.25 sym/s | Total: 59.0s | ETA: 6.1m
[2025-10-14T23:54:59.916509] [INFO ] [sig       ] [252/1812] Forecasting BLD...
[2025-10-14T23:54:59.916541] [INFO ] [sig       ] Generating forecast for: BLD
[2025-10-14T23:54:59.916573] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLD' from 'https://tdm.silogroup.org/data/derivative_storage/BLD.csv'.
[2025-10-14T23:54:59.925831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLD'.
[2025-10-14T23:54:59.926121] [INFO ] [FORECASTER] Starting predict_future for BLD
[2025-10-14T23:54:59.951707] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:54:59.952407] [DEBUG] [LOCAL     ] No optimal features file found for BLD: ./output/feature-sets/BLD.txt
[2025-10-14T23:54:59.952479] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:54:59.952515] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:54:59.952543] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:54:59.952602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:54:59.970137] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:54:59.970729] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:54:59.970825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:54:59.970859] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:00.007942] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:00.008175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:00.008230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:00.008262] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:00.011954] [DEBUG] [FORECASTER] BLD: Forecast T+1@11:T+2@11: DOWN (p=2.61%)
[2025-10-14T23:55:00.012246] [INFO ] [FORECASTER] Completed predict_future for BLD
[2025-10-14T23:55:00.012431] [INFO ] [sig       ] BLD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:00.150867] [INFO ] [LOCAL     ] Saved forecast: BLD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BLD.txt
[2025-10-14T23:55:00.151131] [INFO ] [sig       ] [252/1812] Completed BLD in 0.2s | 4.25 sym/s | Total: 59.2s | ETA: 6.1m
[2025-10-14T23:55:00.151175] [INFO ] [sig       ] [253/1812] Forecasting BLDR...
[2025-10-14T23:55:00.151206] [INFO ] [sig       ] Generating forecast for: BLDR
[2025-10-14T23:55:00.151238] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLDR' from 'https://tdm.silogroup.org/data/derivative_storage/BLDR.csv'.
[2025-10-14T23:55:00.160262] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLDR'.
[2025-10-14T23:55:00.160575] [INFO ] [FORECASTER] Starting predict_future for BLDR
[2025-10-14T23:55:00.185206] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:00.185983] [DEBUG] [LOCAL     ] No optimal features file found for BLDR: ./output/feature-sets/BLDR.txt
[2025-10-14T23:55:00.186039] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:00.186074] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:00.186103] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:00.186161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:00.203019] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:00.203586] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:00.203688] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:00.203742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:00.242229] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:00.242400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:00.242441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:00.242471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:00.245900] [DEBUG] [FORECASTER] BLDR: Forecast T+1@11:T+2@11: DOWN (p=32.56%)
[2025-10-14T23:55:00.246167] [INFO ] [FORECASTER] Completed predict_future for BLDR
[2025-10-14T23:55:00.246304] [INFO ] [sig       ] BLDR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:00.390469] [INFO ] [LOCAL     ] Saved forecast: BLDR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BLDR.txt
[2025-10-14T23:55:00.390817] [INFO ] [sig       ] [253/1812] Completed BLDR in 0.2s | 4.25 sym/s | Total: 59.5s | ETA: 6.1m
[2025-10-14T23:55:00.390881] [INFO ] [sig       ] [254/1812] Forecasting BLE...
[2025-10-14T23:55:00.390915] [INFO ] [sig       ] Generating forecast for: BLE
[2025-10-14T23:55:00.390956] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLE' from 'https://tdm.silogroup.org/data/derivative_storage/BLE.csv'.
[2025-10-14T23:55:00.401230] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLE'.
[2025-10-14T23:55:00.401593] [INFO ] [FORECASTER] Starting predict_future for BLE
[2025-10-14T23:55:00.427949] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:00.428834] [DEBUG] [LOCAL     ] No optimal features file found for BLE: ./output/feature-sets/BLE.txt
[2025-10-14T23:55:00.428911] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:00.428956] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:00.428988] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:00.429048] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:00.446993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:00.447783] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:00.447871] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:00.447906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:00.494133] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:00.494270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:00.494311] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:00.494340] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:00.497856] [DEBUG] [FORECASTER] BLE: Forecast T+1@11:T+2@11: UP (p=91.77%)
[2025-10-14T23:55:00.498171] [INFO ] [FORECASTER] Completed predict_future for BLE
[2025-10-14T23:55:00.498327] [INFO ] [sig       ] BLE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:00.638584] [INFO ] [LOCAL     ] Saved forecast: BLE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BLE.txt
[2025-10-14T23:55:00.638892] [INFO ] [sig       ] [254/1812] Completed BLE in 0.2s | 4.25 sym/s | Total: 59.7s | ETA: 6.1m
[2025-10-14T23:55:00.638947] [INFO ] [sig       ] [255/1812] Forecasting BLK...
[2025-10-14T23:55:00.638979] [INFO ] [sig       ] Generating forecast for: BLK
[2025-10-14T23:55:00.639011] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLK' from 'https://tdm.silogroup.org/data/derivative_storage/BLK.csv'.
[2025-10-14T23:55:00.648326] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLK'.
[2025-10-14T23:55:00.648698] [INFO ] [FORECASTER] Starting predict_future for BLK
[2025-10-14T23:55:00.673334] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:00.674033] [DEBUG] [LOCAL     ] No optimal features file found for BLK: ./output/feature-sets/BLK.txt
[2025-10-14T23:55:00.674086] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:00.674119] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:00.674147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:00.674203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:00.691199] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:00.691784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:00.691865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:00.691898] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:00.732808] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:00.732926] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:00.732963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:00.732992] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:00.736177] [DEBUG] [FORECASTER] BLK: Forecast T+1@11:T+2@11: UP (p=86.32%)
[2025-10-14T23:55:00.736438] [INFO ] [FORECASTER] Completed predict_future for BLK
[2025-10-14T23:55:00.736607] [INFO ] [sig       ] BLK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:00.877056] [INFO ] [LOCAL     ] Saved forecast: BLK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BLK.txt
[2025-10-14T23:55:00.877334] [INFO ] [sig       ] [255/1812] Completed BLK in 0.2s | 4.25 sym/s | Total: 60.0s | ETA: 6.1m
[2025-10-14T23:55:00.877380] [INFO ] [sig       ] [256/1812] Forecasting BLND...
[2025-10-14T23:55:00.877410] [INFO ] [sig       ] Generating forecast for: BLND
[2025-10-14T23:55:00.877493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLND' from 'https://tdm.silogroup.org/data/derivative_storage/BLND.csv'.
[2025-10-14T23:55:00.886055] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLND'.
[2025-10-14T23:55:00.886348] [INFO ] [FORECASTER] Starting predict_future for BLND
[2025-10-14T23:55:00.912436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:00.913206] [DEBUG] [LOCAL     ] No optimal features file found for BLND: ./output/feature-sets/BLND.txt
[2025-10-14T23:55:00.913262] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:00.913297] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:00.913327] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:00.913386] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:00.931468] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:00.932160] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:00.932246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:00.932283] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:00.979475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:00.979691] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:00.979749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:00.979782] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:00.983262] [DEBUG] [FORECASTER] BLND: Forecast T+1@11:T+2@11: DOWN (p=31.97%)
[2025-10-14T23:55:00.983535] [INFO ] [FORECASTER] Completed predict_future for BLND
[2025-10-14T23:55:00.983710] [INFO ] [sig       ] BLND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:01.124723] [INFO ] [LOCAL     ] Saved forecast: BLND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BLND.txt
[2025-10-14T23:55:01.124965] [INFO ] [sig       ] [256/1812] Completed BLND in 0.2s | 4.25 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:01.125008] [INFO ] [sig       ] [257/1812] Forecasting BLW...
[2025-10-14T23:55:01.125038] [INFO ] [sig       ] Generating forecast for: BLW
[2025-10-14T23:55:01.125069] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLW' from 'https://tdm.silogroup.org/data/derivative_storage/BLW.csv'.
[2025-10-14T23:55:01.134944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLW'.
[2025-10-14T23:55:01.135455] [INFO ] [FORECASTER] Starting predict_future for BLW
[2025-10-14T23:55:01.172327] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:01.173722] [DEBUG] [LOCAL     ] No optimal features file found for BLW: ./output/feature-sets/BLW.txt
[2025-10-14T23:55:01.173833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:01.173888] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:01.173932] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:01.174022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:01.204257] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:01.205691] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:01.205805] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:01.205862] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:01.248671] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:01.248895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:01.249143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:01.249191] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:01.253411] [DEBUG] [FORECASTER] BLW: Forecast T+1@11:T+2@11: DOWN (p=36.25%)
[2025-10-14T23:55:01.253855] [INFO ] [FORECASTER] Completed predict_future for BLW
[2025-10-14T23:55:01.254018] [INFO ] [sig       ] BLW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:01.400819] [INFO ] [LOCAL     ] Saved forecast: BLW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BLW.txt
[2025-10-14T23:55:01.401081] [INFO ] [sig       ] [257/1812] Completed BLW in 0.3s | 4.25 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:01.401127] [INFO ] [sig       ] [258/1812] Forecasting BMA...
[2025-10-14T23:55:01.401159] [INFO ] [sig       ] Generating forecast for: BMA
[2025-10-14T23:55:01.401189] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMA' from 'https://tdm.silogroup.org/data/derivative_storage/BMA.csv'.
[2025-10-14T23:55:01.410691] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMA'.
[2025-10-14T23:55:01.411022] [INFO ] [FORECASTER] Starting predict_future for BMA
[2025-10-14T23:55:01.436520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:01.437295] [DEBUG] [LOCAL     ] No optimal features file found for BMA: ./output/feature-sets/BMA.txt
[2025-10-14T23:55:01.437352] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:01.437389] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:01.437420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:01.437482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:01.455055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:01.455799] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:01.455888] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:01.455923] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:01.497495] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:01.497726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:01.497789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:01.497827] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:01.501734] [DEBUG] [FORECASTER] BMA: Forecast T+1@11:T+2@11: DOWN (p=48.98%)
[2025-10-14T23:55:01.502016] [INFO ] [FORECASTER] Completed predict_future for BMA
[2025-10-14T23:55:01.502161] [INFO ] [sig       ] BMA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:01.648342] [INFO ] [LOCAL     ] Saved forecast: BMA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BMA.txt
[2025-10-14T23:55:01.648576] [INFO ] [sig       ] [258/1812] Completed BMA in 0.2s | 4.25 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:01.648619] [INFO ] [sig       ] [259/1812] Forecasting BME...
[2025-10-14T23:55:01.648678] [INFO ] [sig       ] Generating forecast for: BME
[2025-10-14T23:55:01.648731] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BME' from 'https://tdm.silogroup.org/data/derivative_storage/BME.csv'.
[2025-10-14T23:55:01.657625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BME'.
[2025-10-14T23:55:01.657995] [INFO ] [FORECASTER] Starting predict_future for BME
[2025-10-14T23:55:01.684501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:01.685366] [DEBUG] [LOCAL     ] No optimal features file found for BME: ./output/feature-sets/BME.txt
[2025-10-14T23:55:01.685516] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:01.685560] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:01.685592] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:01.685675] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:01.703422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:01.704222] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:01.704308] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:01.704345] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:01.738714] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:01.738879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:01.738918] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:01.738948] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:01.742258] [DEBUG] [FORECASTER] BME: Forecast T+1@11:T+2@11: DOWN (p=7.98%)
[2025-10-14T23:55:01.742520] [INFO ] [FORECASTER] Completed predict_future for BME
[2025-10-14T23:55:01.742677] [INFO ] [sig       ] BME: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:01.896993] [INFO ] [LOCAL     ] Saved forecast: BME	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BME.txt
[2025-10-14T23:55:01.897272] [INFO ] [sig       ] [259/1812] Completed BME in 0.2s | 4.25 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:01.897335] [INFO ] [sig       ] [260/1812] Forecasting BMEZ...
[2025-10-14T23:55:01.897369] [INFO ] [sig       ] Generating forecast for: BMEZ
[2025-10-14T23:55:01.897400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMEZ' from 'https://tdm.silogroup.org/data/derivative_storage/BMEZ.csv'.
[2025-10-14T23:55:01.906581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMEZ'.
[2025-10-14T23:55:01.906898] [INFO ] [FORECASTER] Starting predict_future for BMEZ
[2025-10-14T23:55:01.937495] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:01.938388] [DEBUG] [LOCAL     ] No optimal features file found for BMEZ: ./output/feature-sets/BMEZ.txt
[2025-10-14T23:55:01.938447] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:01.938482] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:01.938511] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:01.938569] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:01.958517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:01.959217] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:01.959315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:01.959359] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:01.997139] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:01.997267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:01.997307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:01.997362] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:02.001262] [DEBUG] [FORECASTER] BMEZ: Forecast T+1@11:T+2@11: DOWN (p=11.77%)
[2025-10-14T23:55:02.001617] [INFO ] [FORECASTER] Completed predict_future for BMEZ
[2025-10-14T23:55:02.001826] [INFO ] [sig       ] BMEZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:02.166600] [INFO ] [LOCAL     ] Saved forecast: BMEZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BMEZ.txt
[2025-10-14T23:55:02.166870] [INFO ] [sig       ] [260/1812] Completed BMEZ in 0.3s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:02.166919] [INFO ] [sig       ] [261/1812] Forecasting BMI...
[2025-10-14T23:55:02.166951] [INFO ] [sig       ] Generating forecast for: BMI
[2025-10-14T23:55:02.166982] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMI' from 'https://tdm.silogroup.org/data/derivative_storage/BMI.csv'.
[2025-10-14T23:55:02.175833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMI'.
[2025-10-14T23:55:02.176260] [INFO ] [FORECASTER] Starting predict_future for BMI
[2025-10-14T23:55:02.209697] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:02.210601] [DEBUG] [LOCAL     ] No optimal features file found for BMI: ./output/feature-sets/BMI.txt
[2025-10-14T23:55:02.210681] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:02.210741] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:02.210799] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:02.210865] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:02.229323] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:02.230141] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:02.230227] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:02.230264] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:02.268230] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:02.268406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:02.268449] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:02.268480] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:02.272222] [DEBUG] [FORECASTER] BMI: Forecast T+1@11:T+2@11: DOWN (p=35.62%)
[2025-10-14T23:55:02.272520] [INFO ] [FORECASTER] Completed predict_future for BMI
[2025-10-14T23:55:02.272692] [INFO ] [sig       ] BMI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:02.424073] [INFO ] [LOCAL     ] Saved forecast: BMI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BMI.txt
[2025-10-14T23:55:02.424351] [INFO ] [sig       ] [261/1812] Completed BMI in 0.3s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:02.424416] [INFO ] [sig       ] [262/1812] Forecasting BMN...
[2025-10-14T23:55:02.424453] [INFO ] [sig       ] Generating forecast for: BMN
[2025-10-14T23:55:02.424487] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMN' from 'https://tdm.silogroup.org/data/derivative_storage/BMN.csv'.
[2025-10-14T23:55:02.433661] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'BMN'.
[2025-10-14T23:55:02.434004] [INFO ] [FORECASTER] Starting predict_future for BMN
[2025-10-14T23:55:02.461237] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:02.462042] [DEBUG] [LOCAL     ] No optimal features file found for BMN: ./output/feature-sets/BMN.txt
[2025-10-14T23:55:02.462099] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:02.462135] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:02.462165] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:02.462228] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:02.481025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:02.481812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:02.481956] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:02.481999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:02.519479] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:02.519681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:02.519742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:02.519777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:02.523435] [DEBUG] [FORECASTER] BMN: Forecast T+1@11:T+2@11: UP (p=70.38%)
[2025-10-14T23:55:02.523750] [INFO ] [FORECASTER] Completed predict_future for BMN
[2025-10-14T23:55:02.523919] [INFO ] [sig       ] BMN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:02.680375] [INFO ] [LOCAL     ] Saved forecast: BMN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BMN.txt
[2025-10-14T23:55:02.680636] [INFO ] [sig       ] [262/1812] Completed BMN in 0.3s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:02.680740] [INFO ] [sig       ] [263/1812] Forecasting BMO...
[2025-10-14T23:55:02.680778] [INFO ] [sig       ] Generating forecast for: BMO
[2025-10-14T23:55:02.680816] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMO' from 'https://tdm.silogroup.org/data/derivative_storage/BMO.csv'.
[2025-10-14T23:55:02.690901] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMO'.
[2025-10-14T23:55:02.691236] [INFO ] [FORECASTER] Starting predict_future for BMO
[2025-10-14T23:55:02.718406] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:02.719293] [DEBUG] [LOCAL     ] No optimal features file found for BMO: ./output/feature-sets/BMO.txt
[2025-10-14T23:55:02.719362] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:02.719440] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:02.719492] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:02.719556] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:02.737948] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:02.738672] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:02.738764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:02.738809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:02.774528] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:02.774680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:02.774736] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:02.774768] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:02.778207] [DEBUG] [FORECASTER] BMO: Forecast T+1@11:T+2@11: UP (p=99.57%)
[2025-10-14T23:55:02.778477] [INFO ] [FORECASTER] Completed predict_future for BMO
[2025-10-14T23:55:02.778616] [INFO ] [sig       ] BMO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:02.921792] [INFO ] [LOCAL     ] Saved forecast: BMO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BMO.txt
[2025-10-14T23:55:02.922079] [INFO ] [sig       ] [263/1812] Completed BMO in 0.2s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:02.922140] [INFO ] [sig       ] [264/1812] Forecasting BN...
[2025-10-14T23:55:02.922175] [INFO ] [sig       ] Generating forecast for: BN
[2025-10-14T23:55:02.922217] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BN' from 'https://tdm.silogroup.org/data/derivative_storage/BN.csv'.
[2025-10-14T23:55:02.931367] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BN'.
[2025-10-14T23:55:02.931777] [INFO ] [FORECASTER] Starting predict_future for BN
[2025-10-14T23:55:02.959309] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:02.960141] [DEBUG] [LOCAL     ] No optimal features file found for BN: ./output/feature-sets/BN.txt
[2025-10-14T23:55:02.960199] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:02.960235] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:02.960265] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:02.960324] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:02.979520] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:02.980298] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:02.980388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:02.980425] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:03.016386] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:03.016553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:03.016594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:03.016626] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:03.020546] [DEBUG] [FORECASTER] BN: Forecast T+1@11:T+2@11: UP (p=92.80%)
[2025-10-14T23:55:03.020907] [INFO ] [FORECASTER] Completed predict_future for BN
[2025-10-14T23:55:03.021052] [INFO ] [sig       ] BN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:03.182471] [INFO ] [LOCAL     ] Saved forecast: BN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BN.txt
[2025-10-14T23:55:03.182747] [INFO ] [sig       ] [264/1812] Completed BN in 0.3s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:03.182810] [INFO ] [sig       ] [265/1812] Forecasting BNED...
[2025-10-14T23:55:03.182846] [INFO ] [sig       ] Generating forecast for: BNED
[2025-10-14T23:55:03.182880] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNED' from 'https://tdm.silogroup.org/data/derivative_storage/BNED.csv'.
[2025-10-14T23:55:03.192595] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNED'.
[2025-10-14T23:55:03.192965] [INFO ] [FORECASTER] Starting predict_future for BNED
[2025-10-14T23:55:03.217385] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:03.218130] [DEBUG] [LOCAL     ] No optimal features file found for BNED: ./output/feature-sets/BNED.txt
[2025-10-14T23:55:03.218194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:03.218228] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:03.218256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:03.218313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:03.235369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:03.235937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:03.236017] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:03.236051] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:03.271590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:03.271786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:03.271833] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:03.271865] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:03.278033] [DEBUG] [FORECASTER] BNED: Forecast T+1@11:T+2@11: DOWN (p=31.80%)
[2025-10-14T23:55:03.278345] [INFO ] [FORECASTER] Completed predict_future for BNED
[2025-10-14T23:55:03.278487] [INFO ] [sig       ] BNED: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:03.417835] [INFO ] [LOCAL     ] Saved forecast: BNED	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BNED.txt
[2025-10-14T23:55:03.418092] [INFO ] [sig       ] [265/1812] Completed BNED in 0.2s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:03.418156] [INFO ] [sig       ] [266/1812] Forecasting BNH...
[2025-10-14T23:55:03.418189] [INFO ] [sig       ] Generating forecast for: BNH
[2025-10-14T23:55:03.418219] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNH' from 'https://tdm.silogroup.org/data/derivative_storage/BNH.csv'.
[2025-10-14T23:55:03.426507] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNH'.
[2025-10-14T23:55:03.426776] [INFO ] [FORECASTER] Starting predict_future for BNH
[2025-10-14T23:55:03.451134] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:03.451859] [DEBUG] [LOCAL     ] No optimal features file found for BNH: ./output/feature-sets/BNH.txt
[2025-10-14T23:55:03.451913] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:03.451961] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:03.451990] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:03.452047] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:03.469023] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:03.469550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:03.469630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:03.469698] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:03.504093] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:03.504186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:03.504221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:03.504250] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:03.507332] [DEBUG] [FORECASTER] BNH: Forecast T+1@11:T+2@11: UP (p=63.09%)
[2025-10-14T23:55:03.507600] [INFO ] [FORECASTER] Completed predict_future for BNH
[2025-10-14T23:55:03.507768] [INFO ] [sig       ] BNH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:03.646246] [INFO ] [LOCAL     ] Saved forecast: BNH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BNH.txt
[2025-10-14T23:55:03.646505] [INFO ] [sig       ] [266/1812] Completed BNH in 0.2s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:03.646548] [INFO ] [sig       ] [267/1812] Forecasting BNJ...
[2025-10-14T23:55:03.646578] [INFO ] [sig       ] Generating forecast for: BNJ
[2025-10-14T23:55:03.646609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNJ' from 'https://tdm.silogroup.org/data/derivative_storage/BNJ.csv'.
[2025-10-14T23:55:03.655216] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNJ'.
[2025-10-14T23:55:03.655565] [INFO ] [FORECASTER] Starting predict_future for BNJ
[2025-10-14T23:55:03.680245] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:03.681029] [DEBUG] [LOCAL     ] No optimal features file found for BNJ: ./output/feature-sets/BNJ.txt
[2025-10-14T23:55:03.681083] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:03.681117] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:03.681146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:03.681204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:03.698047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:03.698734] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:03.698818] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:03.698852] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:03.734498] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:03.734697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:03.734755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:03.734787] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:03.738284] [DEBUG] [FORECASTER] BNJ: Forecast T+1@11:T+2@11: UP (p=65.27%)
[2025-10-14T23:55:03.738560] [INFO ] [FORECASTER] Completed predict_future for BNJ
[2025-10-14T23:55:03.738734] [INFO ] [sig       ] BNJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:03.878168] [INFO ] [LOCAL     ] Saved forecast: BNJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BNJ.txt
[2025-10-14T23:55:03.878434] [INFO ] [sig       ] [267/1812] Completed BNJ in 0.2s | 4.24 sym/s | Total: 1.0m | ETA: 6.1m
[2025-10-14T23:55:03.878477] [INFO ] [sig       ] [268/1812] Forecasting BNL...
[2025-10-14T23:55:03.878509] [INFO ] [sig       ] Generating forecast for: BNL
[2025-10-14T23:55:03.878540] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNL' from 'https://tdm.silogroup.org/data/derivative_storage/BNL.csv'.
[2025-10-14T23:55:03.887576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNL'.
[2025-10-14T23:55:03.887980] [INFO ] [FORECASTER] Starting predict_future for BNL
[2025-10-14T23:55:03.913812] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:03.914509] [DEBUG] [LOCAL     ] No optimal features file found for BNL: ./output/feature-sets/BNL.txt
[2025-10-14T23:55:03.914563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:03.914597] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:03.914625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:03.914723] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:03.932180] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:03.932893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:03.932977] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:03.933012] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:03.965599] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:03.965797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:03.965851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:03.965884] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:03.969590] [DEBUG] [FORECASTER] BNL: Forecast T+1@11:T+2@11: UP (p=97.35%)
[2025-10-14T23:55:03.969922] [INFO ] [FORECASTER] Completed predict_future for BNL
[2025-10-14T23:55:03.970071] [INFO ] [sig       ] BNL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:04.168208] [INFO ] [LOCAL     ] Saved forecast: BNL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BNL.txt
[2025-10-14T23:55:04.168421] [INFO ] [sig       ] [268/1812] Completed BNL in 0.3s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:04.168504] [INFO ] [sig       ] [269/1812] Forecasting BNS...
[2025-10-14T23:55:04.168545] [INFO ] [sig       ] Generating forecast for: BNS
[2025-10-14T23:55:04.168578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNS' from 'https://tdm.silogroup.org/data/derivative_storage/BNS.csv'.
[2025-10-14T23:55:04.177509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNS'.
[2025-10-14T23:55:04.177775] [INFO ] [FORECASTER] Starting predict_future for BNS
[2025-10-14T23:55:04.202256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:04.202958] [DEBUG] [LOCAL     ] No optimal features file found for BNS: ./output/feature-sets/BNS.txt
[2025-10-14T23:55:04.203013] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:04.203046] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:04.203075] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:04.203132] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:04.220149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:04.220687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:04.220765] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:04.220800] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:04.256678] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:04.256755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:04.256791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:04.256820] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:04.259871] [DEBUG] [FORECASTER] BNS: Forecast T+1@11:T+2@11: DOWN (p=11.09%)
[2025-10-14T23:55:04.260112] [INFO ] [FORECASTER] Completed predict_future for BNS
[2025-10-14T23:55:04.260239] [INFO ] [sig       ] BNS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:04.398774] [INFO ] [LOCAL     ] Saved forecast: BNS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BNS.txt
[2025-10-14T23:55:04.398946] [INFO ] [sig       ] [269/1812] Completed BNS in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:04.398988] [INFO ] [sig       ] [270/1812] Forecasting BNT...
[2025-10-14T23:55:04.399019] [INFO ] [sig       ] Generating forecast for: BNT
[2025-10-14T23:55:04.399049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNT' from 'https://tdm.silogroup.org/data/derivative_storage/BNT.csv'.
[2025-10-14T23:55:04.407815] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BNT'.
[2025-10-14T23:55:04.408191] [INFO ] [FORECASTER] Starting predict_future for BNT
[2025-10-14T23:55:04.432988] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:04.433743] [DEBUG] [LOCAL     ] No optimal features file found for BNT: ./output/feature-sets/BNT.txt
[2025-10-14T23:55:04.433798] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:04.433834] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:04.433864] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:04.433923] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:04.451120] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:04.451870] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:04.451958] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:04.451993] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:04.485098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:04.485286] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:04.485330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:04.485368] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:04.489002] [DEBUG] [FORECASTER] BNT: Forecast T+1@11:T+2@11: UP (p=78.52%)
[2025-10-14T23:55:04.489277] [INFO ] [FORECASTER] Completed predict_future for BNT
[2025-10-14T23:55:04.489424] [INFO ] [sig       ] BNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:04.627227] [INFO ] [LOCAL     ] Saved forecast: BNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BNT.txt
[2025-10-14T23:55:04.627525] [INFO ] [sig       ] [270/1812] Completed BNT in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:04.627577] [INFO ] [sig       ] [271/1812] Forecasting BNY...
[2025-10-14T23:55:04.627608] [INFO ] [sig       ] Generating forecast for: BNY
[2025-10-14T23:55:04.627661] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNY' from 'https://tdm.silogroup.org/data/derivative_storage/BNY.csv'.
[2025-10-14T23:55:04.636217] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNY'.
[2025-10-14T23:55:04.636505] [INFO ] [FORECASTER] Starting predict_future for BNY
[2025-10-14T23:55:04.662084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:04.662879] [DEBUG] [LOCAL     ] No optimal features file found for BNY: ./output/feature-sets/BNY.txt
[2025-10-14T23:55:04.662933] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:04.662967] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:04.662995] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:04.663053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:04.679910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:04.680436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:04.680514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:04.680547] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:04.716129] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:04.716215] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:04.716252] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:04.716280] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:04.719266] [DEBUG] [FORECASTER] BNY: Forecast T+1@11:T+2@11: UP (p=86.26%)
[2025-10-14T23:55:04.719510] [INFO ] [FORECASTER] Completed predict_future for BNY
[2025-10-14T23:55:04.719667] [INFO ] [sig       ] BNY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:04.855915] [INFO ] [LOCAL     ] Saved forecast: BNY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BNY.txt
[2025-10-14T23:55:04.856106] [INFO ] [sig       ] [271/1812] Completed BNY in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:04.856147] [INFO ] [sig       ] [272/1812] Forecasting BOC...
[2025-10-14T23:55:04.856176] [INFO ] [sig       ] Generating forecast for: BOC
[2025-10-14T23:55:04.856207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOC' from 'https://tdm.silogroup.org/data/derivative_storage/BOC.csv'.
[2025-10-14T23:55:04.864578] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOC'.
[2025-10-14T23:55:04.864857] [INFO ] [FORECASTER] Starting predict_future for BOC
[2025-10-14T23:55:04.889215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:04.889932] [DEBUG] [LOCAL     ] No optimal features file found for BOC: ./output/feature-sets/BOC.txt
[2025-10-14T23:55:04.889986] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:04.890019] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:04.890056] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:04.890113] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:04.906919] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:04.907438] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:04.907514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:04.907548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:04.942634] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:04.942734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:04.942772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:04.942801] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:04.945754] [DEBUG] [FORECASTER] BOC: Forecast T+1@11:T+2@11: UP (p=95.41%)
[2025-10-14T23:55:04.946008] [INFO ] [FORECASTER] Completed predict_future for BOC
[2025-10-14T23:55:04.946135] [INFO ] [sig       ] BOC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:05.086108] [INFO ] [LOCAL     ] Saved forecast: BOC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BOC.txt
[2025-10-14T23:55:05.086301] [INFO ] [sig       ] [272/1812] Completed BOC in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:05.086361] [INFO ] [sig       ] [273/1812] Forecasting BOE...
[2025-10-14T23:55:05.086395] [INFO ] [sig       ] Generating forecast for: BOE
[2025-10-14T23:55:05.086426] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOE' from 'https://tdm.silogroup.org/data/derivative_storage/BOE.csv'.
[2025-10-14T23:55:05.095757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOE'.
[2025-10-14T23:55:05.096045] [INFO ] [FORECASTER] Starting predict_future for BOE
[2025-10-14T23:55:05.120465] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:05.121174] [DEBUG] [LOCAL     ] No optimal features file found for BOE: ./output/feature-sets/BOE.txt
[2025-10-14T23:55:05.121227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:05.121274] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:05.121304] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:05.121361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:05.138173] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:05.138776] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:05.138857] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:05.138892] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:05.172906] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:05.173026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:05.173062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:05.173090] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:05.176239] [DEBUG] [FORECASTER] BOE: Forecast T+1@11:T+2@11: UP (p=62.09%)
[2025-10-14T23:55:05.176494] [INFO ] [FORECASTER] Completed predict_future for BOE
[2025-10-14T23:55:05.176633] [INFO ] [sig       ] BOE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:05.315430] [INFO ] [LOCAL     ] Saved forecast: BOE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BOE.txt
[2025-10-14T23:55:05.315698] [INFO ] [sig       ] [273/1812] Completed BOE in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-14T23:55:05.315759] [INFO ] [sig       ] [274/1812] Forecasting BOH...
[2025-10-14T23:55:05.315793] [INFO ] [sig       ] Generating forecast for: BOH
[2025-10-14T23:55:05.315824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOH' from 'https://tdm.silogroup.org/data/derivative_storage/BOH.csv'.
[2025-10-14T23:55:05.324667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOH'.
[2025-10-14T23:55:05.324976] [INFO ] [FORECASTER] Starting predict_future for BOH
[2025-10-14T23:55:05.349848] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:05.350576] [DEBUG] [LOCAL     ] No optimal features file found for BOH: ./output/feature-sets/BOH.txt
[2025-10-14T23:55:05.350629] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:05.350700] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:05.350740] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:05.350798] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:05.367918] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:05.368524] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:05.368604] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:05.368637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:05.406363] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:05.406534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:05.406575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:05.406604] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:05.410118] [DEBUG] [FORECASTER] BOH: Forecast T+1@11:T+2@11: UP (p=65.75%)
[2025-10-14T23:55:05.410384] [INFO ] [FORECASTER] Completed predict_future for BOH
[2025-10-14T23:55:05.410520] [INFO ] [sig       ] BOH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:05.548695] [INFO ] [LOCAL     ] Saved forecast: BOH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BOH.txt
[2025-10-14T23:55:05.548894] [INFO ] [sig       ] [274/1812] Completed BOH in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:05.548938] [INFO ] [sig       ] [275/1812] Forecasting BOND...
[2025-10-14T23:55:05.548969] [INFO ] [sig       ] Generating forecast for: BOND
[2025-10-14T23:55:05.548999] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOND' from 'https://tdm.silogroup.org/data/derivative_storage/BOND.csv'.
[2025-10-14T23:55:05.557160] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOND'.
[2025-10-14T23:55:05.557482] [INFO ] [FORECASTER] Starting predict_future for BOND
[2025-10-14T23:55:05.582044] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:05.582822] [DEBUG] [LOCAL     ] No optimal features file found for BOND: ./output/feature-sets/BOND.txt
[2025-10-14T23:55:05.582877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:05.582910] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:05.582939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:05.583048] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:05.600014] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:05.600742] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:05.600827] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:05.600862] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:05.638511] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:05.638601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:05.638637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:05.638710] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:05.641761] [DEBUG] [FORECASTER] BOND: Forecast T+1@11:T+2@11: DOWN (p=19.70%)
[2025-10-14T23:55:05.642016] [INFO ] [FORECASTER] Completed predict_future for BOND
[2025-10-14T23:55:05.642150] [INFO ] [sig       ] BOND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:05.782812] [INFO ] [LOCAL     ] Saved forecast: BOND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BOND.txt
[2025-10-14T23:55:05.783059] [INFO ] [sig       ] [275/1812] Completed BOND in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:05.783119] [INFO ] [sig       ] [276/1812] Forecasting BOOT...
[2025-10-14T23:55:05.783153] [INFO ] [sig       ] Generating forecast for: BOOT
[2025-10-14T23:55:05.783185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOOT' from 'https://tdm.silogroup.org/data/derivative_storage/BOOT.csv'.
[2025-10-14T23:55:05.792498] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOOT'.
[2025-10-14T23:55:05.792815] [INFO ] [FORECASTER] Starting predict_future for BOOT
[2025-10-14T23:55:05.817496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:05.818236] [DEBUG] [LOCAL     ] No optimal features file found for BOOT: ./output/feature-sets/BOOT.txt
[2025-10-14T23:55:05.818290] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:05.818323] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:05.818350] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:05.818407] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:05.835302] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:05.835891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:05.835970] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:05.836003] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:05.873542] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:05.873722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:05.873775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:05.873807] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:05.877183] [DEBUG] [FORECASTER] BOOT: Forecast T+1@11:T+2@11: UP (p=55.97%)
[2025-10-14T23:55:05.877447] [INFO ] [FORECASTER] Completed predict_future for BOOT
[2025-10-14T23:55:05.877589] [INFO ] [sig       ] BOOT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:06.021207] [INFO ] [LOCAL     ] Saved forecast: BOOT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BOOT.txt
[2025-10-14T23:55:06.021528] [INFO ] [sig       ] [276/1812] Completed BOOT in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:06.021604] [INFO ] [sig       ] [277/1812] Forecasting BORR...
[2025-10-14T23:55:06.021694] [INFO ] [sig       ] Generating forecast for: BORR
[2025-10-14T23:55:06.021766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BORR' from 'https://tdm.silogroup.org/data/derivative_storage/BORR.csv'.
[2025-10-14T23:55:06.031296] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BORR'.
[2025-10-14T23:55:06.031665] [INFO ] [FORECASTER] Starting predict_future for BORR
[2025-10-14T23:55:06.056537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:06.057284] [DEBUG] [LOCAL     ] No optimal features file found for BORR: ./output/feature-sets/BORR.txt
[2025-10-14T23:55:06.057340] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:06.057375] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:06.057419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:06.057516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:06.074367] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:06.074946] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:06.075026] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:06.075060] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:06.111321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:06.111441] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:06.111477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:06.111507] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:06.114899] [DEBUG] [FORECASTER] BORR: Forecast T+1@11:T+2@11: UP (p=90.16%)
[2025-10-14T23:55:06.115170] [INFO ] [FORECASTER] Completed predict_future for BORR
[2025-10-14T23:55:06.115311] [INFO ] [sig       ] BORR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:06.253285] [INFO ] [LOCAL     ] Saved forecast: BORR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BORR.txt
[2025-10-14T23:55:06.253498] [INFO ] [sig       ] [277/1812] Completed BORR in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:06.253540] [INFO ] [sig       ] [278/1812] Forecasting BOW...
[2025-10-14T23:55:06.253572] [INFO ] [sig       ] Generating forecast for: BOW
[2025-10-14T23:55:06.253604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOW' from 'https://tdm.silogroup.org/data/derivative_storage/BOW.csv'.
[2025-10-14T23:55:06.261555] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOW'.
[2025-10-14T23:55:06.261870] [INFO ] [FORECASTER] Starting predict_future for BOW
[2025-10-14T23:55:06.286240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:06.286972] [DEBUG] [LOCAL     ] No optimal features file found for BOW: ./output/feature-sets/BOW.txt
[2025-10-14T23:55:06.287027] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:06.287061] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:06.287089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:06.287145] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:06.304124] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:06.304689] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:06.304773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:06.304807] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:06.349559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:06.349736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:06.349834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:06.349868] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:06.356585] [DEBUG] [FORECASTER] BOW: Forecast T+1@11:T+2@11: UP (p=52.11%)
[2025-10-14T23:55:06.357007] [INFO ] [FORECASTER] Completed predict_future for BOW
[2025-10-14T23:55:06.357224] [INFO ] [sig       ] BOW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:06.495910] [INFO ] [LOCAL     ] Saved forecast: BOW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BOW.txt
[2025-10-14T23:55:06.496155] [INFO ] [sig       ] [278/1812] Completed BOW in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:06.496199] [INFO ] [sig       ] [279/1812] Forecasting BP...
[2025-10-14T23:55:06.496231] [INFO ] [sig       ] Generating forecast for: BP
[2025-10-14T23:55:06.496265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BP' from 'https://tdm.silogroup.org/data/derivative_storage/BP.csv'.
[2025-10-14T23:55:06.504482] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BP'.
[2025-10-14T23:55:06.504812] [INFO ] [FORECASTER] Starting predict_future for BP
[2025-10-14T23:55:06.529414] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:06.530137] [DEBUG] [LOCAL     ] No optimal features file found for BP: ./output/feature-sets/BP.txt
[2025-10-14T23:55:06.530191] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:06.530225] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:06.530253] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:06.530310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:06.547273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:06.547843] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:06.547926] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:06.547960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:06.583680] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:06.583792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:06.583829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:06.583858] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:06.586987] [DEBUG] [FORECASTER] BP: Forecast T+1@11:T+2@11: UP (p=53.86%)
[2025-10-14T23:55:06.587242] [INFO ] [FORECASTER] Completed predict_future for BP
[2025-10-14T23:55:06.587369] [INFO ] [sig       ] BP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:06.728469] [INFO ] [LOCAL     ] Saved forecast: BP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BP.txt
[2025-10-14T23:55:06.728907] [INFO ] [sig       ] [279/1812] Completed BP in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:06.728971] [INFO ] [sig       ] [280/1812] Forecasting BR...
[2025-10-14T23:55:06.729006] [INFO ] [sig       ] Generating forecast for: BR
[2025-10-14T23:55:06.729038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BR' from 'https://tdm.silogroup.org/data/derivative_storage/BR.csv'.
[2025-10-14T23:55:06.738612] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BR'.
[2025-10-14T23:55:06.738929] [INFO ] [FORECASTER] Starting predict_future for BR
[2025-10-14T23:55:06.763924] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:06.764638] [DEBUG] [LOCAL     ] No optimal features file found for BR: ./output/feature-sets/BR.txt
[2025-10-14T23:55:06.764721] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:06.764758] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:06.764804] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:06.764866] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:06.781759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:06.782325] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:06.782406] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:06.782440] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:06.819033] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:06.819138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:06.819174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:06.819203] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:06.822329] [DEBUG] [FORECASTER] BR: Forecast T+1@11:T+2@11: DOWN (p=12.38%)
[2025-10-14T23:55:06.822589] [INFO ] [FORECASTER] Completed predict_future for BR
[2025-10-14T23:55:06.822755] [INFO ] [sig       ] BR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:06.959273] [INFO ] [LOCAL     ] Saved forecast: BR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BR.txt
[2025-10-14T23:55:06.959498] [INFO ] [sig       ] [280/1812] Completed BR in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:06.959540] [INFO ] [sig       ] [281/1812] Forecasting BRC...
[2025-10-14T23:55:06.959572] [INFO ] [sig       ] Generating forecast for: BRC
[2025-10-14T23:55:06.959603] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRC' from 'https://tdm.silogroup.org/data/derivative_storage/BRC.csv'.
[2025-10-14T23:55:06.967803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRC'.
[2025-10-14T23:55:06.968123] [INFO ] [FORECASTER] Starting predict_future for BRC
[2025-10-14T23:55:06.992496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:06.993241] [DEBUG] [LOCAL     ] No optimal features file found for BRC: ./output/feature-sets/BRC.txt
[2025-10-14T23:55:06.993294] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:06.993327] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:06.993356] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:06.993414] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:07.010440] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:07.011144] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:07.011228] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:07.011263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:07.047202] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:07.047310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:07.047347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:07.047376] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:07.050753] [DEBUG] [FORECASTER] BRC: Forecast T+1@11:T+2@11: DOWN (p=31.44%)
[2025-10-14T23:55:07.051014] [INFO ] [FORECASTER] Completed predict_future for BRC
[2025-10-14T23:55:07.051327] [INFO ] [sig       ] BRC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:07.211392] [INFO ] [LOCAL     ] Saved forecast: BRC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BRC.txt
[2025-10-14T23:55:07.211690] [INFO ] [sig       ] [281/1812] Completed BRC in 0.3s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:07.211752] [INFO ] [sig       ] [282/1812] Forecasting BROS...
[2025-10-14T23:55:07.211788] [INFO ] [sig       ] Generating forecast for: BROS
[2025-10-14T23:55:07.211821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BROS' from 'https://tdm.silogroup.org/data/derivative_storage/BROS.csv'.
[2025-10-14T23:55:07.220468] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BROS'.
[2025-10-14T23:55:07.220804] [INFO ] [FORECASTER] Starting predict_future for BROS
[2025-10-14T23:55:07.245099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:07.245819] [DEBUG] [LOCAL     ] No optimal features file found for BROS: ./output/feature-sets/BROS.txt
[2025-10-14T23:55:07.245873] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:07.245905] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:07.245932] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:07.245988] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:07.262801] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:07.263342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:07.263424] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:07.263457] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:07.299823] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:07.299929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:07.299969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:07.299998] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:07.303122] [DEBUG] [FORECASTER] BROS: Forecast T+1@11:T+2@11: DOWN (p=10.72%)
[2025-10-14T23:55:07.303384] [INFO ] [FORECASTER] Completed predict_future for BROS
[2025-10-14T23:55:07.303512] [INFO ] [sig       ] BROS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:07.444763] [INFO ] [LOCAL     ] Saved forecast: BROS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BROS.txt
[2025-10-14T23:55:07.445013] [INFO ] [sig       ] [282/1812] Completed BROS in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:07.445066] [INFO ] [sig       ] [283/1812] Forecasting BRSP...
[2025-10-14T23:55:07.445122] [INFO ] [sig       ] Generating forecast for: BRSP
[2025-10-14T23:55:07.445156] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRSP' from 'https://tdm.silogroup.org/data/derivative_storage/BRSP.csv'.
[2025-10-14T23:55:07.454305] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRSP'.
[2025-10-14T23:55:07.454605] [INFO ] [FORECASTER] Starting predict_future for BRSP
[2025-10-14T23:55:07.479216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:07.479975] [DEBUG] [LOCAL     ] No optimal features file found for BRSP: ./output/feature-sets/BRSP.txt
[2025-10-14T23:55:07.480041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:07.480076] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:07.480104] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:07.480161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:07.497048] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:07.497583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:07.497683] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:07.497736] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:07.535709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:07.535846] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:07.535885] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:07.535915] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:07.539253] [DEBUG] [FORECASTER] BRSP: Forecast T+1@11:T+2@11: DOWN (p=11.20%)
[2025-10-14T23:55:07.539523] [INFO ] [FORECASTER] Completed predict_future for BRSP
[2025-10-14T23:55:07.539688] [INFO ] [sig       ] BRSP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:07.676011] [INFO ] [LOCAL     ] Saved forecast: BRSP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BRSP.txt
[2025-10-14T23:55:07.676247] [INFO ] [sig       ] [283/1812] Completed BRSP in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:07.676291] [INFO ] [sig       ] [284/1812] Forecasting BRW...
[2025-10-14T23:55:07.676322] [INFO ] [sig       ] Generating forecast for: BRW
[2025-10-14T23:55:07.676353] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRW' from 'https://tdm.silogroup.org/data/derivative_storage/BRW.csv'.
[2025-10-14T23:55:07.685015] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRW'.
[2025-10-14T23:55:07.685295] [INFO ] [FORECASTER] Starting predict_future for BRW
[2025-10-14T23:55:07.709612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:07.710351] [DEBUG] [LOCAL     ] No optimal features file found for BRW: ./output/feature-sets/BRW.txt
[2025-10-14T23:55:07.710405] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:07.710438] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:07.710466] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:07.710522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:07.727457] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:07.728119] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:07.728204] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:07.728240] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:07.762760] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:07.762863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:07.762900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:07.762931] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:07.766002] [DEBUG] [FORECASTER] BRW: Forecast T+1@11:T+2@11: UP (p=94.86%)
[2025-10-14T23:55:07.766263] [INFO ] [FORECASTER] Completed predict_future for BRW
[2025-10-14T23:55:07.766402] [INFO ] [sig       ] BRW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:07.922829] [INFO ] [LOCAL     ] Saved forecast: BRW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BRW.txt
[2025-10-14T23:55:07.923087] [INFO ] [sig       ] [284/1812] Completed BRW in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:07.923134] [INFO ] [sig       ] [285/1812] Forecasting BRX...
[2025-10-14T23:55:07.923168] [INFO ] [sig       ] Generating forecast for: BRX
[2025-10-14T23:55:07.923201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRX' from 'https://tdm.silogroup.org/data/derivative_storage/BRX.csv'.
[2025-10-14T23:55:07.932841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRX'.
[2025-10-14T23:55:07.933176] [INFO ] [FORECASTER] Starting predict_future for BRX
[2025-10-14T23:55:07.960434] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:07.961224] [DEBUG] [LOCAL     ] No optimal features file found for BRX: ./output/feature-sets/BRX.txt
[2025-10-14T23:55:07.961281] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:07.961315] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:07.961344] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:07.961403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:07.981500] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:07.982179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:07.982267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:07.982303] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:08.020279] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:08.020392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:08.020453] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:08.020484] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:08.024263] [DEBUG] [FORECASTER] BRX: Forecast T+1@11:T+2@11: DOWN (p=0.66%)
[2025-10-14T23:55:08.024521] [INFO ] [FORECASTER] Completed predict_future for BRX
[2025-10-14T23:55:08.024682] [INFO ] [sig       ] BRX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:08.169624] [INFO ] [LOCAL     ] Saved forecast: BRX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BRX.txt
[2025-10-14T23:55:08.169893] [INFO ] [sig       ] [285/1812] Completed BRX in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:08.169939] [INFO ] [sig       ] [286/1812] Forecasting BSAC...
[2025-10-14T23:55:08.169970] [INFO ] [sig       ] Generating forecast for: BSAC
[2025-10-14T23:55:08.170001] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSAC' from 'https://tdm.silogroup.org/data/derivative_storage/BSAC.csv'.
[2025-10-14T23:55:08.178696] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSAC'.
[2025-10-14T23:55:08.178972] [INFO ] [FORECASTER] Starting predict_future for BSAC
[2025-10-14T23:55:08.203512] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:08.204213] [DEBUG] [LOCAL     ] No optimal features file found for BSAC: ./output/feature-sets/BSAC.txt
[2025-10-14T23:55:08.204266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:08.204299] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:08.204326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:08.204382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:08.221257] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:08.221910] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:08.221998] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:08.222031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:08.256633] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:08.256760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:08.256801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:08.256830] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:08.260044] [DEBUG] [FORECASTER] BSAC: Forecast T+1@11:T+2@11: UP (p=95.24%)
[2025-10-14T23:55:08.260299] [INFO ] [FORECASTER] Completed predict_future for BSAC
[2025-10-14T23:55:08.260426] [INFO ] [sig       ] BSAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:08.396846] [INFO ] [LOCAL     ] Saved forecast: BSAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BSAC.txt
[2025-10-14T23:55:08.397058] [INFO ] [sig       ] [286/1812] Completed BSAC in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:08.397100] [INFO ] [sig       ] [287/1812] Forecasting BSBR...
[2025-10-14T23:55:08.397131] [INFO ] [sig       ] Generating forecast for: BSBR
[2025-10-14T23:55:08.397163] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSBR' from 'https://tdm.silogroup.org/data/derivative_storage/BSBR.csv'.
[2025-10-14T23:55:08.405183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSBR'.
[2025-10-14T23:55:08.405463] [INFO ] [FORECASTER] Starting predict_future for BSBR
[2025-10-14T23:55:08.429732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:08.430422] [DEBUG] [LOCAL     ] No optimal features file found for BSBR: ./output/feature-sets/BSBR.txt
[2025-10-14T23:55:08.430475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:08.430508] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:08.430535] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:08.430631] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:08.447384] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:08.447955] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:08.448040] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:08.448106] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:08.483926] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:08.484038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:08.484074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:08.484103] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:08.487240] [DEBUG] [FORECASTER] BSBR: Forecast T+1@11:T+2@11: DOWN (p=6.40%)
[2025-10-14T23:55:08.487497] [INFO ] [FORECASTER] Completed predict_future for BSBR
[2025-10-14T23:55:08.487628] [INFO ] [sig       ] BSBR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:08.624918] [INFO ] [LOCAL     ] Saved forecast: BSBR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BSBR.txt
[2025-10-14T23:55:08.625184] [INFO ] [sig       ] [287/1812] Completed BSBR in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:08.625228] [INFO ] [sig       ] [288/1812] Forecasting BSL...
[2025-10-14T23:55:08.625259] [INFO ] [sig       ] Generating forecast for: BSL
[2025-10-14T23:55:08.625291] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSL' from 'https://tdm.silogroup.org/data/derivative_storage/BSL.csv'.
[2025-10-14T23:55:08.633563] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSL'.
[2025-10-14T23:55:08.633864] [INFO ] [FORECASTER] Starting predict_future for BSL
[2025-10-14T23:55:08.658469] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:08.659250] [DEBUG] [LOCAL     ] No optimal features file found for BSL: ./output/feature-sets/BSL.txt
[2025-10-14T23:55:08.659318] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:08.659360] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:08.659445] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:08.659513] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:08.676615] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:08.677174] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:08.677254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:08.677287] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:08.713714] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:08.713896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:08.713939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:08.713970] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:08.717469] [DEBUG] [FORECASTER] BSL: Forecast T+1@11:T+2@11: DOWN (p=36.12%)
[2025-10-14T23:55:08.717783] [INFO ] [FORECASTER] Completed predict_future for BSL
[2025-10-14T23:55:08.717931] [INFO ] [sig       ] BSL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:08.860607] [INFO ] [LOCAL     ] Saved forecast: BSL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BSL.txt
[2025-10-14T23:55:08.860853] [INFO ] [sig       ] [288/1812] Completed BSL in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:08.860919] [INFO ] [sig       ] [289/1812] Forecasting BSM...
[2025-10-14T23:55:08.860959] [INFO ] [sig       ] Generating forecast for: BSM
[2025-10-14T23:55:08.860998] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSM' from 'https://tdm.silogroup.org/data/derivative_storage/BSM.csv'.
[2025-10-14T23:55:08.869744] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSM'.
[2025-10-14T23:55:08.870091] [INFO ] [FORECASTER] Starting predict_future for BSM
[2025-10-14T23:55:08.894739] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:08.895440] [DEBUG] [LOCAL     ] No optimal features file found for BSM: ./output/feature-sets/BSM.txt
[2025-10-14T23:55:08.895493] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:08.895526] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:08.895553] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:08.895610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:08.913194] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:08.913757] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:08.913838] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:08.913871] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:08.949894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:08.949975] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:08.950010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:08.950038] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:08.953924] [DEBUG] [FORECASTER] BSM: Forecast T+1@11:T+2@11: DOWN (p=41.79%)
[2025-10-14T23:55:08.954170] [INFO ] [FORECASTER] Completed predict_future for BSM
[2025-10-14T23:55:08.954305] [INFO ] [sig       ] BSM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:09.094201] [INFO ] [LOCAL     ] Saved forecast: BSM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BSM.txt
[2025-10-14T23:55:09.094391] [INFO ] [sig       ] [289/1812] Completed BSM in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:09.094439] [INFO ] [sig       ] [290/1812] Forecasting BST...
[2025-10-14T23:55:09.094469] [INFO ] [sig       ] Generating forecast for: BST
[2025-10-14T23:55:09.094499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BST' from 'https://tdm.silogroup.org/data/derivative_storage/BST.csv'.
[2025-10-14T23:55:09.103916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BST'.
[2025-10-14T23:55:09.104284] [INFO ] [FORECASTER] Starting predict_future for BST
[2025-10-14T23:55:09.129577] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:09.130294] [DEBUG] [LOCAL     ] No optimal features file found for BST: ./output/feature-sets/BST.txt
[2025-10-14T23:55:09.130349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:09.130383] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:09.130411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:09.130468] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:09.147762] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:09.148340] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:09.148420] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:09.148454] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:09.183985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:09.184074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:09.184110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:09.184137] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:09.187181] [DEBUG] [FORECASTER] BST: Forecast T+1@11:T+2@11: DOWN (p=26.45%)
[2025-10-14T23:55:09.187440] [INFO ] [FORECASTER] Completed predict_future for BST
[2025-10-14T23:55:09.187583] [INFO ] [sig       ] BST: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:09.326346] [INFO ] [LOCAL     ] Saved forecast: BST	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BST.txt
[2025-10-14T23:55:09.326602] [INFO ] [sig       ] [290/1812] Completed BST in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:09.326667] [INFO ] [sig       ] [291/1812] Forecasting BSTZ...
[2025-10-14T23:55:09.326723] [INFO ] [sig       ] Generating forecast for: BSTZ
[2025-10-14T23:55:09.326758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BSTZ.csv'.
[2025-10-14T23:55:09.335490] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSTZ'.
[2025-10-14T23:55:09.335904] [INFO ] [FORECASTER] Starting predict_future for BSTZ
[2025-10-14T23:55:09.361173] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:09.362040] [DEBUG] [LOCAL     ] No optimal features file found for BSTZ: ./output/feature-sets/BSTZ.txt
[2025-10-14T23:55:09.362095] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:09.362128] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:09.362157] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:09.362214] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:09.379298] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:09.379994] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:09.380078] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:09.380111] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:09.410126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:09.410230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:09.410266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:09.410294] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:09.416126] [DEBUG] [FORECASTER] BSTZ: Forecast T+1@11:T+2@11: UP (p=78.17%)
[2025-10-14T23:55:09.416371] [INFO ] [FORECASTER] Completed predict_future for BSTZ
[2025-10-14T23:55:09.416505] [INFO ] [sig       ] BSTZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:09.557762] [INFO ] [LOCAL     ] Saved forecast: BSTZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BSTZ.txt
[2025-10-14T23:55:09.557994] [INFO ] [sig       ] [291/1812] Completed BSTZ in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:09.558037] [INFO ] [sig       ] [292/1812] Forecasting BTA...
[2025-10-14T23:55:09.558098] [INFO ] [sig       ] Generating forecast for: BTA
[2025-10-14T23:55:09.558148] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTA' from 'https://tdm.silogroup.org/data/derivative_storage/BTA.csv'.
[2025-10-14T23:55:09.566931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTA'.
[2025-10-14T23:55:09.567202] [INFO ] [FORECASTER] Starting predict_future for BTA
[2025-10-14T23:55:09.591889] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:09.592562] [DEBUG] [LOCAL     ] No optimal features file found for BTA: ./output/feature-sets/BTA.txt
[2025-10-14T23:55:09.592614] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:09.592673] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:09.592722] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:09.592781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:09.609714] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:09.610308] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:09.610389] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:09.610422] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:09.641910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:09.641988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:09.642023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:09.642069] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:09.645022] [DEBUG] [FORECASTER] BTA: Forecast T+1@11:T+2@11: UP (p=50.25%)
[2025-10-14T23:55:09.645269] [INFO ] [FORECASTER] Completed predict_future for BTA
[2025-10-14T23:55:09.645398] [INFO ] [sig       ] BTA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:09.781720] [INFO ] [LOCAL     ] Saved forecast: BTA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BTA.txt
[2025-10-14T23:55:09.781938] [INFO ] [sig       ] [292/1812] Completed BTA in 0.2s | 4.24 sym/s | Total: 1.1m | ETA: 6.0m
[2025-10-14T23:55:09.781981] [INFO ] [sig       ] [293/1812] Forecasting BTCM...
[2025-10-14T23:55:09.782011] [INFO ] [sig       ] Generating forecast for: BTCM
[2025-10-14T23:55:09.782042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTCM' from 'https://tdm.silogroup.org/data/derivative_storage/BTCM.csv'.
[2025-10-14T23:55:09.790040] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTCM'.
[2025-10-14T23:55:09.790301] [INFO ] [FORECASTER] Starting predict_future for BTCM
[2025-10-14T23:55:09.814611] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:09.815308] [DEBUG] [LOCAL     ] No optimal features file found for BTCM: ./output/feature-sets/BTCM.txt
[2025-10-14T23:55:09.815361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:09.815393] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:09.815420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:09.815476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:09.832241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:09.832799] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:09.832878] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:09.832912] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:09.863939] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:09.864014] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:09.864049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:09.864078] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:09.866996] [DEBUG] [FORECASTER] BTCM: Forecast T+1@11:T+2@11: DOWN (p=3.65%)
[2025-10-14T23:55:09.867239] [INFO ] [FORECASTER] Completed predict_future for BTCM
[2025-10-14T23:55:09.867363] [INFO ] [sig       ] BTCM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:10.004284] [INFO ] [LOCAL     ] Saved forecast: BTCM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BTCM.txt
[2025-10-14T23:55:10.004490] [INFO ] [sig       ] [293/1812] Completed BTCM in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 6.0m
[2025-10-14T23:55:10.004531] [INFO ] [sig       ] [294/1812] Forecasting BTI...
[2025-10-14T23:55:10.004561] [INFO ] [sig       ] Generating forecast for: BTI
[2025-10-14T23:55:10.004593] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTI' from 'https://tdm.silogroup.org/data/derivative_storage/BTI.csv'.
[2025-10-14T23:55:10.012950] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTI'.
[2025-10-14T23:55:10.013213] [INFO ] [FORECASTER] Starting predict_future for BTI
[2025-10-14T23:55:10.037471] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:10.038196] [DEBUG] [LOCAL     ] No optimal features file found for BTI: ./output/feature-sets/BTI.txt
[2025-10-14T23:55:10.038249] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:10.038282] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:10.038310] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:10.038381] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:10.055205] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:10.055759] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:10.055837] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:10.055871] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:10.086297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:10.086381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:10.086417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:10.086447] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:10.089460] [DEBUG] [FORECASTER] BTI: Forecast T+1@11:T+2@11: DOWN (p=6.32%)
[2025-10-14T23:55:10.089745] [INFO ] [FORECASTER] Completed predict_future for BTI
[2025-10-14T23:55:10.089900] [INFO ] [sig       ] BTI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:10.230700] [INFO ] [LOCAL     ] Saved forecast: BTI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BTI.txt
[2025-10-14T23:55:10.230919] [INFO ] [sig       ] [294/1812] Completed BTI in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 6.0m
[2025-10-14T23:55:10.230962] [INFO ] [sig       ] [295/1812] Forecasting BTO...
[2025-10-14T23:55:10.231002] [INFO ] [sig       ] Generating forecast for: BTO
[2025-10-14T23:55:10.231058] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTO' from 'https://tdm.silogroup.org/data/derivative_storage/BTO.csv'.
[2025-10-14T23:55:10.239431] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTO'.
[2025-10-14T23:55:10.239715] [INFO ] [FORECASTER] Starting predict_future for BTO
[2025-10-14T23:55:10.264051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:10.264871] [DEBUG] [LOCAL     ] No optimal features file found for BTO: ./output/feature-sets/BTO.txt
[2025-10-14T23:55:10.264927] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:10.264961] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:10.264990] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:10.265051] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:10.282233] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:10.282795] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:10.282874] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:10.282908] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:10.313707] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:10.313791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:10.313826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:10.313855] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:10.316840] [DEBUG] [FORECASTER] BTO: Forecast T+1@11:T+2@11: DOWN (p=4.50%)
[2025-10-14T23:55:10.317093] [INFO ] [FORECASTER] Completed predict_future for BTO
[2025-10-14T23:55:10.317217] [INFO ] [sig       ] BTO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:10.454455] [INFO ] [LOCAL     ] Saved forecast: BTO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BTO.txt
[2025-10-14T23:55:10.454678] [INFO ] [sig       ] [295/1812] Completed BTO in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 6.0m
[2025-10-14T23:55:10.454738] [INFO ] [sig       ] [296/1812] Forecasting BTT...
[2025-10-14T23:55:10.454771] [INFO ] [sig       ] Generating forecast for: BTT
[2025-10-14T23:55:10.454803] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTT' from 'https://tdm.silogroup.org/data/derivative_storage/BTT.csv'.
[2025-10-14T23:55:10.462614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTT'.
[2025-10-14T23:55:10.462895] [INFO ] [FORECASTER] Starting predict_future for BTT
[2025-10-14T23:55:10.487457] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:10.488193] [DEBUG] [LOCAL     ] No optimal features file found for BTT: ./output/feature-sets/BTT.txt
[2025-10-14T23:55:10.488247] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:10.488280] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:10.488308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:10.488365] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:10.505497] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:10.506067] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:10.506145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:10.506177] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:10.537554] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:10.537631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:10.537702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:10.537742] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:10.540734] [DEBUG] [FORECASTER] BTT: Forecast T+1@11:T+2@11: DOWN (p=25.05%)
[2025-10-14T23:55:10.540982] [INFO ] [FORECASTER] Completed predict_future for BTT
[2025-10-14T23:55:10.541105] [INFO ] [sig       ] BTT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:10.677122] [INFO ] [LOCAL     ] Saved forecast: BTT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BTT.txt
[2025-10-14T23:55:10.677302] [INFO ] [sig       ] [296/1812] Completed BTT in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 6.0m
[2025-10-14T23:55:10.677343] [INFO ] [sig       ] [297/1812] Forecasting BTU...
[2025-10-14T23:55:10.677374] [INFO ] [sig       ] Generating forecast for: BTU
[2025-10-14T23:55:10.677405] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTU' from 'https://tdm.silogroup.org/data/derivative_storage/BTU.csv'.
[2025-10-14T23:55:10.685874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTU'.
[2025-10-14T23:55:10.686148] [INFO ] [FORECASTER] Starting predict_future for BTU
[2025-10-14T23:55:10.710525] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:10.711216] [DEBUG] [LOCAL     ] No optimal features file found for BTU: ./output/feature-sets/BTU.txt
[2025-10-14T23:55:10.711269] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:10.711302] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:10.711330] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:10.711386] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:10.728247] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:10.728819] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:10.728899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:10.728933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:10.759418] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:10.759503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:10.759539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:10.759568] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:10.762566] [DEBUG] [FORECASTER] BTU: Forecast T+1@11:T+2@11: UP (p=76.24%)
[2025-10-14T23:55:10.762843] [INFO ] [FORECASTER] Completed predict_future for BTU
[2025-10-14T23:55:10.762976] [INFO ] [sig       ] BTU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:10.904734] [INFO ] [LOCAL     ] Saved forecast: BTU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BTU.txt
[2025-10-14T23:55:10.904950] [INFO ] [sig       ] [297/1812] Completed BTU in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 6.0m
[2025-10-14T23:55:10.905037] [INFO ] [sig       ] [298/1812] Forecasting BTZ...
[2025-10-14T23:55:10.905088] [INFO ] [sig       ] Generating forecast for: BTZ
[2025-10-14T23:55:10.905123] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BTZ.csv'.
[2025-10-14T23:55:10.913562] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTZ'.
[2025-10-14T23:55:10.913855] [INFO ] [FORECASTER] Starting predict_future for BTZ
[2025-10-14T23:55:10.938170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:10.938887] [DEBUG] [LOCAL     ] No optimal features file found for BTZ: ./output/feature-sets/BTZ.txt
[2025-10-14T23:55:10.938941] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:10.938974] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:10.939002] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:10.939059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:10.955856] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:10.956367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:10.956442] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:10.956475] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:10.987725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:10.987816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:10.987851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:10.987879] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:10.990918] [DEBUG] [FORECASTER] BTZ: Forecast T+1@11:T+2@11: UP (p=74.63%)
[2025-10-14T23:55:10.991168] [INFO ] [FORECASTER] Completed predict_future for BTZ
[2025-10-14T23:55:10.991295] [INFO ] [sig       ] BTZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:11.127942] [INFO ] [LOCAL     ] Saved forecast: BTZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BTZ.txt
[2025-10-14T23:55:11.128157] [INFO ] [sig       ] [298/1812] Completed BTZ in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:11.128216] [INFO ] [sig       ] [299/1812] Forecasting BUD...
[2025-10-14T23:55:11.128249] [INFO ] [sig       ] Generating forecast for: BUD
[2025-10-14T23:55:11.128280] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUD' from 'https://tdm.silogroup.org/data/derivative_storage/BUD.csv'.
[2025-10-14T23:55:11.136359] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUD'.
[2025-10-14T23:55:11.136615] [INFO ] [FORECASTER] Starting predict_future for BUD
[2025-10-14T23:55:11.160979] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:11.161668] [DEBUG] [LOCAL     ] No optimal features file found for BUD: ./output/feature-sets/BUD.txt
[2025-10-14T23:55:11.161728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:11.161761] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:11.161788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:11.161844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:11.178952] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:11.179469] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:11.179546] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:11.179579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:11.207544] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:11.207621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:11.207688] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:11.207750] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:11.210757] [DEBUG] [FORECASTER] BUD: Forecast T+1@11:T+2@11: UP (p=79.81%)
[2025-10-14T23:55:11.211003] [INFO ] [FORECASTER] Completed predict_future for BUD
[2025-10-14T23:55:11.211126] [INFO ] [sig       ] BUD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:11.350900] [INFO ] [LOCAL     ] Saved forecast: BUD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BUD.txt
[2025-10-14T23:55:11.351122] [INFO ] [sig       ] [299/1812] Completed BUD in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:11.351165] [INFO ] [sig       ] [300/1812] Forecasting BUI...
[2025-10-14T23:55:11.351197] [INFO ] [sig       ] Generating forecast for: BUI
[2025-10-14T23:55:11.351229] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUI' from 'https://tdm.silogroup.org/data/derivative_storage/BUI.csv'.
[2025-10-14T23:55:11.360685] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUI'.
[2025-10-14T23:55:11.361070] [INFO ] [FORECASTER] Starting predict_future for BUI
[2025-10-14T23:55:11.387288] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:11.388128] [DEBUG] [LOCAL     ] No optimal features file found for BUI: ./output/feature-sets/BUI.txt
[2025-10-14T23:55:11.388186] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:11.388221] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:11.388251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:11.388309] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:11.405873] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:11.406758] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:11.406849] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:11.406885] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:11.436306] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:11.436414] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:11.436452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:11.436482] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:11.439723] [DEBUG] [FORECASTER] BUI: Forecast T+1@11:T+2@11: UP (p=85.42%)
[2025-10-14T23:55:11.439979] [INFO ] [FORECASTER] Completed predict_future for BUI
[2025-10-14T23:55:11.440105] [INFO ] [sig       ] BUI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:11.581295] [INFO ] [LOCAL     ] Saved forecast: BUI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BUI.txt
[2025-10-14T23:55:11.581508] [INFO ] [sig       ] [300/1812] Completed BUI in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:11.581563] [INFO ] [sig       ] [301/1812] Forecasting BUR...
[2025-10-14T23:55:11.581596] [INFO ] [sig       ] Generating forecast for: BUR
[2025-10-14T23:55:11.581628] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUR' from 'https://tdm.silogroup.org/data/derivative_storage/BUR.csv'.
[2025-10-14T23:55:11.590324] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUR'.
[2025-10-14T23:55:11.590630] [INFO ] [FORECASTER] Starting predict_future for BUR
[2025-10-14T23:55:11.615275] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:11.615969] [DEBUG] [LOCAL     ] No optimal features file found for BUR: ./output/feature-sets/BUR.txt
[2025-10-14T23:55:11.616022] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:11.616107] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:11.616144] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:11.616203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:11.633392] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:11.633963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:11.634042] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:11.634077] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:11.659540] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:11.659622] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:11.659692] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:11.659736] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:11.662774] [DEBUG] [FORECASTER] BUR: Forecast T+1@11:T+2@11: UP (p=85.12%)
[2025-10-14T23:55:11.663026] [INFO ] [FORECASTER] Completed predict_future for BUR
[2025-10-14T23:55:11.663146] [INFO ] [sig       ] BUR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:11.804021] [INFO ] [LOCAL     ] Saved forecast: BUR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BUR.txt
[2025-10-14T23:55:11.804209] [INFO ] [sig       ] [301/1812] Completed BUR in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:11.804250] [INFO ] [sig       ] [302/1812] Forecasting BURL...
[2025-10-14T23:55:11.804281] [INFO ] [sig       ] Generating forecast for: BURL
[2025-10-14T23:55:11.804311] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BURL' from 'https://tdm.silogroup.org/data/derivative_storage/BURL.csv'.
[2025-10-14T23:55:11.813484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BURL'.
[2025-10-14T23:55:11.813776] [INFO ] [FORECASTER] Starting predict_future for BURL
[2025-10-14T23:55:11.839597] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:11.840290] [DEBUG] [LOCAL     ] No optimal features file found for BURL: ./output/feature-sets/BURL.txt
[2025-10-14T23:55:11.840357] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:11.840398] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:11.840426] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:11.840482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:11.857297] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:11.857874] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:11.857953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:11.857986] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:11.894986] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:11.895174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:11.895217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:11.895247] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:11.898987] [DEBUG] [FORECASTER] BURL: Forecast T+1@11:T+2@11: UP (p=91.61%)
[2025-10-14T23:55:11.899278] [INFO ] [FORECASTER] Completed predict_future for BURL
[2025-10-14T23:55:11.899426] [INFO ] [sig       ] BURL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:12.038538] [INFO ] [LOCAL     ] Saved forecast: BURL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BURL.txt
[2025-10-14T23:55:12.038833] [INFO ] [sig       ] [302/1812] Completed BURL in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:12.038894] [INFO ] [sig       ] [303/1812] Forecasting BV...
[2025-10-14T23:55:12.038928] [INFO ] [sig       ] Generating forecast for: BV
[2025-10-14T23:55:12.038959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BV' from 'https://tdm.silogroup.org/data/derivative_storage/BV.csv'.
[2025-10-14T23:55:12.047794] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BV'.
[2025-10-14T23:55:12.048145] [INFO ] [FORECASTER] Starting predict_future for BV
[2025-10-14T23:55:12.072911] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:12.073667] [DEBUG] [LOCAL     ] No optimal features file found for BV: ./output/feature-sets/BV.txt
[2025-10-14T23:55:12.073726] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:12.073760] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:12.073788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:12.073844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:12.090602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:12.091172] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:12.091252] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:12.091285] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:12.127520] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:12.127712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:12.127767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:12.127799] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:12.131223] [DEBUG] [FORECASTER] BV: Forecast T+1@11:T+2@11: UP (p=63.37%)
[2025-10-14T23:55:12.131492] [INFO ] [FORECASTER] Completed predict_future for BV
[2025-10-14T23:55:12.131629] [INFO ] [sig       ] BV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:12.274312] [INFO ] [LOCAL     ] Saved forecast: BV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BV.txt
[2025-10-14T23:55:12.274612] [INFO ] [sig       ] [303/1812] Completed BV in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:12.274700] [INFO ] [sig       ] [304/1812] Forecasting BVN...
[2025-10-14T23:55:12.274744] [INFO ] [sig       ] Generating forecast for: BVN
[2025-10-14T23:55:12.274778] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BVN' from 'https://tdm.silogroup.org/data/derivative_storage/BVN.csv'.
[2025-10-14T23:55:12.283716] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BVN'.
[2025-10-14T23:55:12.283970] [INFO ] [FORECASTER] Starting predict_future for BVN
[2025-10-14T23:55:12.308570] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:12.309304] [DEBUG] [LOCAL     ] No optimal features file found for BVN: ./output/feature-sets/BVN.txt
[2025-10-14T23:55:12.309358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:12.309391] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:12.309418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:12.309475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:12.326525] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:12.327080] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:12.327157] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:12.327190] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:12.365992] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:12.366171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:12.366213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:12.366242] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:12.369787] [DEBUG] [FORECASTER] BVN: Forecast T+1@11:T+2@11: UP (p=72.64%)
[2025-10-14T23:55:12.370072] [INFO ] [FORECASTER] Completed predict_future for BVN
[2025-10-14T23:55:12.370218] [INFO ] [sig       ] BVN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:12.507992] [INFO ] [LOCAL     ] Saved forecast: BVN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BVN.txt
[2025-10-14T23:55:12.508244] [INFO ] [sig       ] [304/1812] Completed BVN in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:12.508308] [INFO ] [sig       ] [305/1812] Forecasting BW...
[2025-10-14T23:55:12.508342] [INFO ] [sig       ] Generating forecast for: BW
[2025-10-14T23:55:12.508374] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BW' from 'https://tdm.silogroup.org/data/derivative_storage/BW.csv'.
[2025-10-14T23:55:12.516832] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BW'.
[2025-10-14T23:55:12.517113] [INFO ] [FORECASTER] Starting predict_future for BW
[2025-10-14T23:55:12.541495] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:12.542247] [DEBUG] [LOCAL     ] No optimal features file found for BW: ./output/feature-sets/BW.txt
[2025-10-14T23:55:12.542302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:12.542336] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:12.542364] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:12.542421] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:12.559488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:12.560107] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:12.560186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:12.560219] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:12.597095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:12.597246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:12.597286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:12.597316] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:12.600696] [DEBUG] [FORECASTER] BW: Forecast T+1@11:T+2@11: DOWN (p=10.19%)
[2025-10-14T23:55:12.600972] [INFO ] [FORECASTER] Completed predict_future for BW
[2025-10-14T23:55:12.601112] [INFO ] [sig       ] BW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:12.739986] [INFO ] [LOCAL     ] Saved forecast: BW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BW.txt
[2025-10-14T23:55:12.740225] [INFO ] [sig       ] [305/1812] Completed BW in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:12.740271] [INFO ] [sig       ] [306/1812] Forecasting BWA...
[2025-10-14T23:55:12.740302] [INFO ] [sig       ] Generating forecast for: BWA
[2025-10-14T23:55:12.740334] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWA' from 'https://tdm.silogroup.org/data/derivative_storage/BWA.csv'.
[2025-10-14T23:55:12.748503] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWA'.
[2025-10-14T23:55:12.748801] [INFO ] [FORECASTER] Starting predict_future for BWA
[2025-10-14T23:55:12.775145] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:12.775956] [DEBUG] [LOCAL     ] No optimal features file found for BWA: ./output/feature-sets/BWA.txt
[2025-10-14T23:55:12.776022] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:12.776063] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:12.776092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:12.776151] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:12.795025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:12.795983] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:12.796072] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:12.796106] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:12.832821] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:12.832987] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:12.833028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:12.833059] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:12.836552] [DEBUG] [FORECASTER] BWA: Forecast T+1@11:T+2@11: DOWN (p=24.87%)
[2025-10-14T23:55:12.836861] [INFO ] [FORECASTER] Completed predict_future for BWA
[2025-10-14T23:55:12.837012] [INFO ] [sig       ] BWA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:12.982562] [INFO ] [LOCAL     ] Saved forecast: BWA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BWA.txt
[2025-10-14T23:55:12.982817] [INFO ] [sig       ] [306/1812] Completed BWA in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:12.982874] [INFO ] [sig       ] [307/1812] Forecasting BWG...
[2025-10-14T23:55:12.982907] [INFO ] [sig       ] Generating forecast for: BWG
[2025-10-14T23:55:12.982938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWG' from 'https://tdm.silogroup.org/data/derivative_storage/BWG.csv'.
[2025-10-14T23:55:12.991816] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWG'.
[2025-10-14T23:55:12.992137] [INFO ] [FORECASTER] Starting predict_future for BWG
[2025-10-14T23:55:13.020874] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:13.021995] [DEBUG] [LOCAL     ] No optimal features file found for BWG: ./output/feature-sets/BWG.txt
[2025-10-14T23:55:13.022064] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:13.022109] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:13.022147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:13.022230] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:13.043929] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:13.044625] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:13.044738] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:13.044779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:13.082287] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:13.082433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:13.082474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:13.082505] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:13.085998] [DEBUG] [FORECASTER] BWG: Forecast T+1@11:T+2@11: DOWN (p=39.60%)
[2025-10-14T23:55:13.086271] [INFO ] [FORECASTER] Completed predict_future for BWG
[2025-10-14T23:55:13.086812] [INFO ] [sig       ] BWG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:13.235887] [INFO ] [LOCAL     ] Saved forecast: BWG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BWG.txt
[2025-10-14T23:55:13.236116] [INFO ] [sig       ] [307/1812] Completed BWG in 0.3s | 4.24 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:13.236160] [INFO ] [sig       ] [308/1812] Forecasting BWLP...
[2025-10-14T23:55:13.236190] [INFO ] [sig       ] Generating forecast for: BWLP
[2025-10-14T23:55:13.236221] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWLP' from 'https://tdm.silogroup.org/data/derivative_storage/BWLP.csv'.
[2025-10-14T23:55:13.244522] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWLP'.
[2025-10-14T23:55:13.244861] [INFO ] [FORECASTER] Starting predict_future for BWLP
[2025-10-14T23:55:13.269626] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:13.270355] [DEBUG] [LOCAL     ] No optimal features file found for BWLP: ./output/feature-sets/BWLP.txt
[2025-10-14T23:55:13.270408] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:13.270440] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:13.270467] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:13.270523] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:13.287402] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:13.288094] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:13.288179] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:13.288213] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:13.324774] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:13.324908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:13.324947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:13.324976] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:13.328284] [DEBUG] [FORECASTER] BWLP: Forecast T+1@11:T+2@11: DOWN (p=3.12%)
[2025-10-14T23:55:13.328571] [INFO ] [FORECASTER] Completed predict_future for BWLP
[2025-10-14T23:55:13.328740] [INFO ] [sig       ] BWLP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:13.467772] [INFO ] [LOCAL     ] Saved forecast: BWLP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BWLP.txt
[2025-10-14T23:55:13.468015] [INFO ] [sig       ] [308/1812] Completed BWLP in 0.2s | 4.24 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:13.468076] [INFO ] [sig       ] [309/1812] Forecasting BWMX...
[2025-10-14T23:55:13.468130] [INFO ] [sig       ] Generating forecast for: BWMX
[2025-10-14T23:55:13.468164] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWMX' from 'https://tdm.silogroup.org/data/derivative_storage/BWMX.csv'.
[2025-10-14T23:55:13.476807] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWMX'.
[2025-10-14T23:55:13.477139] [INFO ] [FORECASTER] Starting predict_future for BWMX
[2025-10-14T23:55:13.502009] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:13.502785] [DEBUG] [LOCAL     ] No optimal features file found for BWMX: ./output/feature-sets/BWMX.txt
[2025-10-14T23:55:13.502840] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:13.502873] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:13.502901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:13.502957] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:13.519844] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:13.520511] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:13.520591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:13.520624] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:13.556279] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:13.556386] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:13.556423] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:13.556451] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:13.559625] [DEBUG] [FORECASTER] BWMX: Forecast T+1@11:T+2@11: UP (p=57.45%)
[2025-10-14T23:55:13.559908] [INFO ] [FORECASTER] Completed predict_future for BWMX
[2025-10-14T23:55:13.560050] [INFO ] [sig       ] BWMX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:13.698220] [INFO ] [LOCAL     ] Saved forecast: BWMX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BWMX.txt
[2025-10-14T23:55:13.698485] [INFO ] [sig       ] [309/1812] Completed BWMX in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:13.698529] [INFO ] [sig       ] [310/1812] Forecasting BWNB...
[2025-10-14T23:55:13.698559] [INFO ] [sig       ] Generating forecast for: BWNB
[2025-10-14T23:55:13.698589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWNB' from 'https://tdm.silogroup.org/data/derivative_storage/BWNB.csv'.
[2025-10-14T23:55:13.707064] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWNB'.
[2025-10-14T23:55:13.707380] [INFO ] [FORECASTER] Starting predict_future for BWNB
[2025-10-14T23:55:13.732337] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:13.733248] [DEBUG] [LOCAL     ] No optimal features file found for BWNB: ./output/feature-sets/BWNB.txt
[2025-10-14T23:55:13.733303] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:13.733336] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:13.733365] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:13.733422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:13.750416] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:13.751236] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:13.751321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:13.751354] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:13.785478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:13.785598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:13.785635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:13.785705] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:13.788917] [DEBUG] [FORECASTER] BWNB: Forecast T+1@11:T+2@11: UP (p=97.37%)
[2025-10-14T23:55:13.789176] [INFO ] [FORECASTER] Completed predict_future for BWNB
[2025-10-14T23:55:13.789307] [INFO ] [sig       ] BWNB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:13.926812] [INFO ] [LOCAL     ] Saved forecast: BWNB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BWNB.txt
[2025-10-14T23:55:13.927034] [INFO ] [sig       ] [310/1812] Completed BWNB in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:13.927080] [INFO ] [sig       ] [311/1812] Forecasting BWSN...
[2025-10-14T23:55:13.927112] [INFO ] [sig       ] Generating forecast for: BWSN
[2025-10-14T23:55:13.927191] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWSN' from 'https://tdm.silogroup.org/data/derivative_storage/BWSN.csv'.
[2025-10-14T23:55:13.935001] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWSN'.
[2025-10-14T23:55:13.935259] [INFO ] [FORECASTER] Starting predict_future for BWSN
[2025-10-14T23:55:13.960307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:13.961095] [DEBUG] [LOCAL     ] No optimal features file found for BWSN: ./output/feature-sets/BWSN.txt
[2025-10-14T23:55:13.961149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:13.961182] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:13.961210] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:13.961266] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:13.978000] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:13.978560] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:13.978639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:13.978714] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:14.012066] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:14.012476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:14.012528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:14.012567] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:14.016055] [DEBUG] [FORECASTER] BWSN: Forecast T+1@11:T+2@11: DOWN (p=19.76%)
[2025-10-14T23:55:14.016311] [INFO ] [FORECASTER] Completed predict_future for BWSN
[2025-10-14T23:55:14.016447] [INFO ] [sig       ] BWSN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:14.153581] [INFO ] [LOCAL     ] Saved forecast: BWSN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BWSN.txt
[2025-10-14T23:55:14.153809] [INFO ] [sig       ] [311/1812] Completed BWSN in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:14.153866] [INFO ] [sig       ] [312/1812] Forecasting BWXT...
[2025-10-14T23:55:14.153908] [INFO ] [sig       ] Generating forecast for: BWXT
[2025-10-14T23:55:14.153941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWXT' from 'https://tdm.silogroup.org/data/derivative_storage/BWXT.csv'.
[2025-10-14T23:55:14.162551] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWXT'.
[2025-10-14T23:55:14.162844] [INFO ] [FORECASTER] Starting predict_future for BWXT
[2025-10-14T23:55:14.187111] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:14.187855] [DEBUG] [LOCAL     ] No optimal features file found for BWXT: ./output/feature-sets/BWXT.txt
[2025-10-14T23:55:14.187908] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:14.187941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:14.187969] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:14.188025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:14.204932] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:14.205698] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:14.205783] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:14.205816] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:14.242326] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:14.242415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:14.242451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:14.242481] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:14.245546] [DEBUG] [FORECASTER] BWXT: Forecast T+1@11:T+2@11: UP (p=85.62%)
[2025-10-14T23:55:14.245831] [INFO ] [FORECASTER] Completed predict_future for BWXT
[2025-10-14T23:55:14.245967] [INFO ] [sig       ] BWXT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:14.383100] [INFO ] [LOCAL     ] Saved forecast: BWXT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BWXT.txt
[2025-10-14T23:55:14.383309] [INFO ] [sig       ] [312/1812] Completed BWXT in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:14.383351] [INFO ] [sig       ] [313/1812] Forecasting BX...
[2025-10-14T23:55:14.383382] [INFO ] [sig       ] Generating forecast for: BX
[2025-10-14T23:55:14.383413] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BX' from 'https://tdm.silogroup.org/data/derivative_storage/BX.csv'.
[2025-10-14T23:55:14.391981] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BX'.
[2025-10-14T23:55:14.392257] [INFO ] [FORECASTER] Starting predict_future for BX
[2025-10-14T23:55:14.416531] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:14.417214] [DEBUG] [LOCAL     ] No optimal features file found for BX: ./output/feature-sets/BX.txt
[2025-10-14T23:55:14.417267] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:14.417301] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:14.417328] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:14.417385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:14.434577] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:14.435132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:14.435211] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:14.435244] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:14.469982] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:14.470118] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:14.470156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:14.470186] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:14.473472] [DEBUG] [FORECASTER] BX: Forecast T+1@11:T+2@11: UP (p=96.12%)
[2025-10-14T23:55:14.473802] [INFO ] [FORECASTER] Completed predict_future for BX
[2025-10-14T23:55:14.473949] [INFO ] [sig       ] BX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:14.612198] [INFO ] [LOCAL     ] Saved forecast: BX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BX.txt
[2025-10-14T23:55:14.612412] [INFO ] [sig       ] [313/1812] Completed BX in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:14.612453] [INFO ] [sig       ] [314/1812] Forecasting BXC...
[2025-10-14T23:55:14.612483] [INFO ] [sig       ] Generating forecast for: BXC
[2025-10-14T23:55:14.612514] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXC' from 'https://tdm.silogroup.org/data/derivative_storage/BXC.csv'.
[2025-10-14T23:55:14.620666] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXC'.
[2025-10-14T23:55:14.620915] [INFO ] [FORECASTER] Starting predict_future for BXC
[2025-10-14T23:55:14.646777] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:14.647618] [DEBUG] [LOCAL     ] No optimal features file found for BXC: ./output/feature-sets/BXC.txt
[2025-10-14T23:55:14.647736] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:14.647779] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:14.647809] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:14.647866] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:14.664961] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:14.665616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:14.665723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:14.665765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:14.700869] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:14.701003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:14.701041] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:14.701070] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:14.704286] [DEBUG] [FORECASTER] BXC: Forecast T+1@11:T+2@11: DOWN (p=31.65%)
[2025-10-14T23:55:14.704551] [INFO ] [FORECASTER] Completed predict_future for BXC
[2025-10-14T23:55:14.704736] [INFO ] [sig       ] BXC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:14.842635] [INFO ] [LOCAL     ] Saved forecast: BXC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BXC.txt
[2025-10-14T23:55:14.842932] [INFO ] [sig       ] [314/1812] Completed BXC in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:14.842978] [INFO ] [sig       ] [315/1812] Forecasting BXMT...
[2025-10-14T23:55:14.843008] [INFO ] [sig       ] Generating forecast for: BXMT
[2025-10-14T23:55:14.843038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXMT' from 'https://tdm.silogroup.org/data/derivative_storage/BXMT.csv'.
[2025-10-14T23:55:14.851488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXMT'.
[2025-10-14T23:55:14.851802] [INFO ] [FORECASTER] Starting predict_future for BXMT
[2025-10-14T23:55:14.876616] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:14.877454] [DEBUG] [LOCAL     ] No optimal features file found for BXMT: ./output/feature-sets/BXMT.txt
[2025-10-14T23:55:14.877508] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:14.877542] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:14.877571] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:14.877628] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:14.894973] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:14.895741] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:14.895825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:14.895859] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:14.930921] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:14.931028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:14.931067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:14.931097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:14.934240] [DEBUG] [FORECASTER] BXMT: Forecast T+1@11:T+2@11: DOWN (p=37.65%)
[2025-10-14T23:55:14.934496] [INFO ] [FORECASTER] Completed predict_future for BXMT
[2025-10-14T23:55:14.934624] [INFO ] [sig       ] BXMT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:15.073741] [INFO ] [LOCAL     ] Saved forecast: BXMT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BXMT.txt
[2025-10-14T23:55:15.074000] [INFO ] [sig       ] [315/1812] Completed BXMT in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:15.074042] [INFO ] [sig       ] [316/1812] Forecasting BXMX...
[2025-10-14T23:55:15.074072] [INFO ] [sig       ] Generating forecast for: BXMX
[2025-10-14T23:55:15.074103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXMX' from 'https://tdm.silogroup.org/data/derivative_storage/BXMX.csv'.
[2025-10-14T23:55:15.082684] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXMX'.
[2025-10-14T23:55:15.082985] [INFO ] [FORECASTER] Starting predict_future for BXMX
[2025-10-14T23:55:15.107547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:15.108318] [DEBUG] [LOCAL     ] No optimal features file found for BXMX: ./output/feature-sets/BXMX.txt
[2025-10-14T23:55:15.108374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:15.108407] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:15.108435] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:15.108491] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:15.125401] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:15.126115] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:15.126200] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:15.126234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:15.161836] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:15.162011] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:15.162050] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:15.162080] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:15.165563] [DEBUG] [FORECASTER] BXMX: Forecast T+1@11:T+2@11: DOWN (p=7.09%)
[2025-10-14T23:55:15.165891] [INFO ] [FORECASTER] Completed predict_future for BXMX
[2025-10-14T23:55:15.166039] [INFO ] [sig       ] BXMX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:15.304349] [INFO ] [LOCAL     ] Saved forecast: BXMX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BXMX.txt
[2025-10-14T23:55:15.304608] [INFO ] [sig       ] [316/1812] Completed BXMX in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:15.304678] [INFO ] [sig       ] [317/1812] Forecasting BXP...
[2025-10-14T23:55:15.304728] [INFO ] [sig       ] Generating forecast for: BXP
[2025-10-14T23:55:15.304762] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXP' from 'https://tdm.silogroup.org/data/derivative_storage/BXP.csv'.
[2025-10-14T23:55:15.313157] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXP'.
[2025-10-14T23:55:15.313734] [INFO ] [FORECASTER] Starting predict_future for BXP
[2025-10-14T23:55:15.339377] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:15.340171] [DEBUG] [LOCAL     ] No optimal features file found for BXP: ./output/feature-sets/BXP.txt
[2025-10-14T23:55:15.340226] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:15.340266] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:15.340330] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:15.340403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:15.358273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:15.359053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:15.359200] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:15.359254] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:15.398378] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:15.398549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:15.398591] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:15.398622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:15.402816] [DEBUG] [FORECASTER] BXP: Forecast T+1@11:T+2@11: DOWN (p=26.09%)
[2025-10-14T23:55:15.403185] [INFO ] [FORECASTER] Completed predict_future for BXP
[2025-10-14T23:55:15.403394] [INFO ] [sig       ] BXP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:15.563324] [INFO ] [LOCAL     ] Saved forecast: BXP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BXP.txt
[2025-10-14T23:55:15.563564] [INFO ] [sig       ] [317/1812] Completed BXP in 0.3s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:15.563607] [INFO ] [sig       ] [318/1812] Forecasting BXSL...
[2025-10-14T23:55:15.563638] [INFO ] [sig       ] Generating forecast for: BXSL
[2025-10-14T23:55:15.563715] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXSL' from 'https://tdm.silogroup.org/data/derivative_storage/BXSL.csv'.
[2025-10-14T23:55:15.572611] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXSL'.
[2025-10-14T23:55:15.572909] [INFO ] [FORECASTER] Starting predict_future for BXSL
[2025-10-14T23:55:15.598040] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:15.598815] [DEBUG] [LOCAL     ] No optimal features file found for BXSL: ./output/feature-sets/BXSL.txt
[2025-10-14T23:55:15.598870] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:15.598904] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:15.598933] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:15.598990] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:15.616408] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:15.617008] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:15.617089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:15.617123] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:15.653604] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:15.653734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:15.653780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:15.653810] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:15.656932] [DEBUG] [FORECASTER] BXSL: Forecast T+1@11:T+2@11: UP (p=78.23%)
[2025-10-14T23:55:15.657185] [INFO ] [FORECASTER] Completed predict_future for BXSL
[2025-10-14T23:55:15.657315] [INFO ] [sig       ] BXSL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:15.795579] [INFO ] [LOCAL     ] Saved forecast: BXSL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BXSL.txt
[2025-10-14T23:55:15.795812] [INFO ] [sig       ] [318/1812] Completed BXSL in 0.2s | 4.25 sym/s | Total: 1.2m | ETA: 5.9m
[2025-10-14T23:55:15.795868] [INFO ] [sig       ] [319/1812] Forecasting BYD...
[2025-10-14T23:55:15.795910] [INFO ] [sig       ] Generating forecast for: BYD
[2025-10-14T23:55:15.795943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BYD' from 'https://tdm.silogroup.org/data/derivative_storage/BYD.csv'.
[2025-10-14T23:55:15.804695] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BYD'.
[2025-10-14T23:55:15.805078] [INFO ] [FORECASTER] Starting predict_future for BYD
[2025-10-14T23:55:15.830856] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:15.831738] [DEBUG] [LOCAL     ] No optimal features file found for BYD: ./output/feature-sets/BYD.txt
[2025-10-14T23:55:15.831796] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:15.831830] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:15.831859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:15.831917] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:15.849140] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:15.849936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:15.850022] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:15.850055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:15.885478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:15.885671] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:15.885733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:15.885765] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:15.889417] [DEBUG] [FORECASTER] BYD: Forecast T+1@11:T+2@11: UP (p=80.34%)
[2025-10-14T23:55:15.889749] [INFO ] [FORECASTER] Completed predict_future for BYD
[2025-10-14T23:55:15.889896] [INFO ] [sig       ] BYD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:16.069499] [INFO ] [LOCAL     ] Saved forecast: BYD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BYD.txt
[2025-10-14T23:55:16.069750] [INFO ] [sig       ] [319/1812] Completed BYD in 0.3s | 4.24 sym/s | Total: 1.3m | ETA: 5.9m
[2025-10-14T23:55:16.069810] [INFO ] [sig       ] [320/1812] Forecasting BYM...
[2025-10-14T23:55:16.069843] [INFO ] [sig       ] Generating forecast for: BYM
[2025-10-14T23:55:16.069874] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BYM' from 'https://tdm.silogroup.org/data/derivative_storage/BYM.csv'.
[2025-10-14T23:55:16.078368] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BYM'.
[2025-10-14T23:55:16.078619] [INFO ] [FORECASTER] Starting predict_future for BYM
[2025-10-14T23:55:16.103091] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:16.103798] [DEBUG] [LOCAL     ] No optimal features file found for BYM: ./output/feature-sets/BYM.txt
[2025-10-14T23:55:16.103852] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:16.103885] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:16.103912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:16.103968] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:16.121035] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:16.121733] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:16.121819] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:16.121854] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:16.157870] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:16.157990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:16.158029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:16.158086] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:16.163618] [DEBUG] [FORECASTER] BYM: Forecast T+1@11:T+2@11: UP (p=94.80%)
[2025-10-14T23:55:16.163930] [INFO ] [FORECASTER] Completed predict_future for BYM
[2025-10-14T23:55:16.164070] [INFO ] [sig       ] BYM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:16.302750] [INFO ] [LOCAL     ] Saved forecast: BYM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/BYM.txt
[2025-10-14T23:55:16.302960] [INFO ] [sig       ] [320/1812] Completed BYM in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.9m
[2025-10-14T23:55:16.303002] [INFO ] [sig       ] [321/1812] Forecasting BZH...
[2025-10-14T23:55:16.303032] [INFO ] [sig       ] Generating forecast for: BZH
[2025-10-14T23:55:16.303063] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BZH' from 'https://tdm.silogroup.org/data/derivative_storage/BZH.csv'.
[2025-10-14T23:55:16.311234] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BZH'.
[2025-10-14T23:55:16.311500] [INFO ] [FORECASTER] Starting predict_future for BZH
[2025-10-14T23:55:16.336481] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:16.337272] [DEBUG] [LOCAL     ] No optimal features file found for BZH: ./output/feature-sets/BZH.txt
[2025-10-14T23:55:16.337327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:16.337360] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:16.337388] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:16.337447] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:16.354871] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:16.355417] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:16.355495] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:16.355528] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:16.392010] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:16.392100] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:16.392136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:16.392164] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:16.395219] [DEBUG] [FORECASTER] BZH: Forecast T+1@11:T+2@11: DOWN (p=7.46%)
[2025-10-14T23:55:16.395472] [INFO ] [FORECASTER] Completed predict_future for BZH
[2025-10-14T23:55:16.395596] [INFO ] [sig       ] BZH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:16.534011] [INFO ] [LOCAL     ] Saved forecast: BZH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/BZH.txt
[2025-10-14T23:55:16.534232] [INFO ] [sig       ] [321/1812] Completed BZH in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.9m
[2025-10-14T23:55:16.534274] [INFO ] [sig       ] [322/1812] Forecasting C...
[2025-10-14T23:55:16.534305] [INFO ] [sig       ] Generating forecast for: C
[2025-10-14T23:55:16.534336] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'C' from 'https://tdm.silogroup.org/data/derivative_storage/C.csv'.
[2025-10-14T23:55:16.542380] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'C'.
[2025-10-14T23:55:16.542709] [INFO ] [FORECASTER] Starting predict_future for C
[2025-10-14T23:55:16.567235] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:16.567944] [DEBUG] [LOCAL     ] No optimal features file found for C: ./output/feature-sets/C.txt
[2025-10-14T23:55:16.567997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:16.568030] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:16.568082] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:16.568164] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:16.585023] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:16.585538] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:16.585630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:16.585701] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:16.621247] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:16.621367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:16.621405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:16.621433] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:16.624744] [DEBUG] [FORECASTER] C: Forecast T+1@11:T+2@11: UP (p=75.27%)
[2025-10-14T23:55:16.625010] [INFO ] [FORECASTER] Completed predict_future for C
[2025-10-14T23:55:16.625143] [INFO ] [sig       ] C: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:16.763320] [INFO ] [LOCAL     ] Saved forecast: C	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/C.txt
[2025-10-14T23:55:16.763530] [INFO ] [sig       ] [322/1812] Completed C in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:16.763572] [INFO ] [sig       ] [323/1812] Forecasting CAAP...
[2025-10-14T23:55:16.763603] [INFO ] [sig       ] Generating forecast for: CAAP
[2025-10-14T23:55:16.763635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAAP' from 'https://tdm.silogroup.org/data/derivative_storage/CAAP.csv'.
[2025-10-14T23:55:16.772102] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAAP'.
[2025-10-14T23:55:16.772374] [INFO ] [FORECASTER] Starting predict_future for CAAP
[2025-10-14T23:55:16.796722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:16.797399] [DEBUG] [LOCAL     ] No optimal features file found for CAAP: ./output/feature-sets/CAAP.txt
[2025-10-14T23:55:16.797451] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:16.797484] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:16.797512] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:16.797568] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:16.814750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:16.815285] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:16.815361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:16.815395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:16.852966] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:16.853077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:16.853114] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:16.853143] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:16.856267] [DEBUG] [FORECASTER] CAAP: Forecast T+1@11:T+2@11: DOWN (p=35.40%)
[2025-10-14T23:55:16.856520] [INFO ] [FORECASTER] Completed predict_future for CAAP
[2025-10-14T23:55:16.856673] [INFO ] [sig       ] CAAP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:17.001157] [INFO ] [LOCAL     ] Saved forecast: CAAP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CAAP.txt
[2025-10-14T23:55:17.001420] [INFO ] [sig       ] [323/1812] Completed CAAP in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:17.001514] [INFO ] [sig       ] [324/1812] Forecasting CABO...
[2025-10-14T23:55:17.001554] [INFO ] [sig       ] Generating forecast for: CABO
[2025-10-14T23:55:17.001587] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CABO' from 'https://tdm.silogroup.org/data/derivative_storage/CABO.csv'.
[2025-10-14T23:55:17.011600] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CABO'.
[2025-10-14T23:55:17.012085] [INFO ] [FORECASTER] Starting predict_future for CABO
[2025-10-14T23:55:17.039669] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:17.040508] [DEBUG] [LOCAL     ] No optimal features file found for CABO: ./output/feature-sets/CABO.txt
[2025-10-14T23:55:17.040584] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:17.040619] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:17.040675] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:17.040755] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:17.062075] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:17.063056] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:17.063167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:17.063229] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:17.103126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:17.103300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:17.103342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:17.103371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:17.107067] [DEBUG] [FORECASTER] CABO: Forecast T+1@11:T+2@11: UP (p=90.66%)
[2025-10-14T23:55:17.107337] [INFO ] [FORECASTER] Completed predict_future for CABO
[2025-10-14T23:55:17.107491] [INFO ] [sig       ] CABO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:17.257860] [INFO ] [LOCAL     ] Saved forecast: CABO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CABO.txt
[2025-10-14T23:55:17.258116] [INFO ] [sig       ] [324/1812] Completed CABO in 0.3s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:17.258181] [INFO ] [sig       ] [325/1812] Forecasting CACI...
[2025-10-14T23:55:17.258214] [INFO ] [sig       ] Generating forecast for: CACI
[2025-10-14T23:55:17.258248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CACI' from 'https://tdm.silogroup.org/data/derivative_storage/CACI.csv'.
[2025-10-14T23:55:17.267496] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CACI'.
[2025-10-14T23:55:17.267812] [INFO ] [FORECASTER] Starting predict_future for CACI
[2025-10-14T23:55:17.293718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:17.294428] [DEBUG] [LOCAL     ] No optimal features file found for CACI: ./output/feature-sets/CACI.txt
[2025-10-14T23:55:17.294483] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:17.294516] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:17.294544] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:17.294600] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:17.311893] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:17.312459] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:17.312536] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:17.312571] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:17.348976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:17.349114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:17.349153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:17.349182] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:17.352466] [DEBUG] [FORECASTER] CACI: Forecast T+1@11:T+2@11: DOWN (p=13.78%)
[2025-10-14T23:55:17.352777] [INFO ] [FORECASTER] Completed predict_future for CACI
[2025-10-14T23:55:17.352924] [INFO ] [sig       ] CACI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:17.492447] [INFO ] [LOCAL     ] Saved forecast: CACI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CACI.txt
[2025-10-14T23:55:17.492686] [INFO ] [sig       ] [325/1812] Completed CACI in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:17.492750] [INFO ] [sig       ] [326/1812] Forecasting CADE...
[2025-10-14T23:55:17.492783] [INFO ] [sig       ] Generating forecast for: CADE
[2025-10-14T23:55:17.492824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CADE' from 'https://tdm.silogroup.org/data/derivative_storage/CADE.csv'.
[2025-10-14T23:55:17.501265] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CADE'.
[2025-10-14T23:55:17.501541] [INFO ] [FORECASTER] Starting predict_future for CADE
[2025-10-14T23:55:17.525774] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:17.526447] [DEBUG] [LOCAL     ] No optimal features file found for CADE: ./output/feature-sets/CADE.txt
[2025-10-14T23:55:17.526500] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:17.526532] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:17.526560] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:17.526617] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:17.543631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:17.544192] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:17.544269] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:17.544302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:17.580932] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:17.581047] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:17.581084] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:17.581113] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:17.584249] [DEBUG] [FORECASTER] CADE: Forecast T+1@11:T+2@11: UP (p=65.37%)
[2025-10-14T23:55:17.584504] [INFO ] [FORECASTER] Completed predict_future for CADE
[2025-10-14T23:55:17.584635] [INFO ] [sig       ] CADE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:17.724888] [INFO ] [LOCAL     ] Saved forecast: CADE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CADE.txt
[2025-10-14T23:55:17.725108] [INFO ] [sig       ] [326/1812] Completed CADE in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:17.725156] [INFO ] [sig       ] [327/1812] Forecasting CAE...
[2025-10-14T23:55:17.725187] [INFO ] [sig       ] Generating forecast for: CAE
[2025-10-14T23:55:17.725224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAE' from 'https://tdm.silogroup.org/data/derivative_storage/CAE.csv'.
[2025-10-14T23:55:17.734098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAE'.
[2025-10-14T23:55:17.734386] [INFO ] [FORECASTER] Starting predict_future for CAE
[2025-10-14T23:55:17.760077] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:17.760870] [DEBUG] [LOCAL     ] No optimal features file found for CAE: ./output/feature-sets/CAE.txt
[2025-10-14T23:55:17.760927] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:17.760960] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:17.760989] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:17.761047] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:17.778796] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:17.779356] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:17.779437] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:17.779471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:17.816459] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:17.816575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:17.816613] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:17.816668] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:17.819984] [DEBUG] [FORECASTER] CAE: Forecast T+1@11:T+2@11: DOWN (p=40.53%)
[2025-10-14T23:55:17.820274] [INFO ] [FORECASTER] Completed predict_future for CAE
[2025-10-14T23:55:17.820411] [INFO ] [sig       ] CAE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:17.964680] [INFO ] [LOCAL     ] Saved forecast: CAE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CAE.txt
[2025-10-14T23:55:17.964922] [INFO ] [sig       ] [327/1812] Completed CAE in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:17.964971] [INFO ] [sig       ] [328/1812] Forecasting CAF...
[2025-10-14T23:55:17.965004] [INFO ] [sig       ] Generating forecast for: CAF
[2025-10-14T23:55:17.965036] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAF' from 'https://tdm.silogroup.org/data/derivative_storage/CAF.csv'.
[2025-10-14T23:55:17.973543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAF'.
[2025-10-14T23:55:17.973836] [INFO ] [FORECASTER] Starting predict_future for CAF
[2025-10-14T23:55:18.000299] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:18.001296] [DEBUG] [LOCAL     ] No optimal features file found for CAF: ./output/feature-sets/CAF.txt
[2025-10-14T23:55:18.001352] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:18.001387] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:18.001416] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:18.001473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:18.018437] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:18.019039] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:18.019125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:18.019159] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:18.052377] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:18.052466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:18.052502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:18.052531] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:18.055614] [DEBUG] [FORECASTER] CAF: Forecast T+1@11:T+2@11: DOWN (p=12.81%)
[2025-10-14T23:55:18.055900] [INFO ] [FORECASTER] Completed predict_future for CAF
[2025-10-14T23:55:18.056034] [INFO ] [sig       ] CAF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:18.193433] [INFO ] [LOCAL     ] Saved forecast: CAF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CAF.txt
[2025-10-14T23:55:18.193675] [INFO ] [sig       ] [328/1812] Completed CAF in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:18.193735] [INFO ] [sig       ] [329/1812] Forecasting CAG...
[2025-10-14T23:55:18.193768] [INFO ] [sig       ] Generating forecast for: CAG
[2025-10-14T23:55:18.193799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAG' from 'https://tdm.silogroup.org/data/derivative_storage/CAG.csv'.
[2025-10-14T23:55:18.202793] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAG'.
[2025-10-14T23:55:18.203074] [INFO ] [FORECASTER] Starting predict_future for CAG
[2025-10-14T23:55:18.227723] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:18.228442] [DEBUG] [LOCAL     ] No optimal features file found for CAG: ./output/feature-sets/CAG.txt
[2025-10-14T23:55:18.228496] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:18.228529] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:18.228556] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:18.228613] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:18.245737] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:18.246266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:18.246342] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:18.246392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:18.287310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:18.287405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:18.287441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:18.287470] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:18.290609] [DEBUG] [FORECASTER] CAG: Forecast T+1@11:T+2@11: UP (p=82.22%)
[2025-10-14T23:55:18.290892] [INFO ] [FORECASTER] Completed predict_future for CAG
[2025-10-14T23:55:18.291028] [INFO ] [sig       ] CAG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:18.428241] [INFO ] [LOCAL     ] Saved forecast: CAG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CAG.txt
[2025-10-14T23:55:18.428465] [INFO ] [sig       ] [329/1812] Completed CAG in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:18.428508] [INFO ] [sig       ] [330/1812] Forecasting CAH...
[2025-10-14T23:55:18.428539] [INFO ] [sig       ] Generating forecast for: CAH
[2025-10-14T23:55:18.428570] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAH' from 'https://tdm.silogroup.org/data/derivative_storage/CAH.csv'.
[2025-10-14T23:55:18.437354] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAH'.
[2025-10-14T23:55:18.437685] [INFO ] [FORECASTER] Starting predict_future for CAH
[2025-10-14T23:55:18.462074] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:18.462774] [DEBUG] [LOCAL     ] No optimal features file found for CAH: ./output/feature-sets/CAH.txt
[2025-10-14T23:55:18.462828] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:18.462861] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:18.462891] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:18.462998] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:18.479926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:18.480467] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:18.480546] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:18.480580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:18.515570] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:18.515693] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:18.515745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:18.515776] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:18.518937] [DEBUG] [FORECASTER] CAH: Forecast T+1@11:T+2@11: DOWN (p=21.56%)
[2025-10-14T23:55:18.519193] [INFO ] [FORECASTER] Completed predict_future for CAH
[2025-10-14T23:55:18.519333] [INFO ] [sig       ] CAH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:18.655539] [INFO ] [LOCAL     ] Saved forecast: CAH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CAH.txt
[2025-10-14T23:55:18.655802] [INFO ] [sig       ] [330/1812] Completed CAH in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:18.655863] [INFO ] [sig       ] [331/1812] Forecasting CAL...
[2025-10-14T23:55:18.655896] [INFO ] [sig       ] Generating forecast for: CAL
[2025-10-14T23:55:18.655927] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAL' from 'https://tdm.silogroup.org/data/derivative_storage/CAL.csv'.
[2025-10-14T23:55:18.664192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAL'.
[2025-10-14T23:55:18.664484] [INFO ] [FORECASTER] Starting predict_future for CAL
[2025-10-14T23:55:18.688904] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:18.689616] [DEBUG] [LOCAL     ] No optimal features file found for CAL: ./output/feature-sets/CAL.txt
[2025-10-14T23:55:18.689712] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:18.689757] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:18.689786] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:18.689842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:18.706476] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:18.707054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:18.707134] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:18.707167] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:18.744874] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:18.744992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:18.745030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:18.745059] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:18.748253] [DEBUG] [FORECASTER] CAL: Forecast T+1@11:T+2@11: UP (p=55.33%)
[2025-10-14T23:55:18.748515] [INFO ] [FORECASTER] Completed predict_future for CAL
[2025-10-14T23:55:18.748669] [INFO ] [sig       ] CAL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:18.886758] [INFO ] [LOCAL     ] Saved forecast: CAL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CAL.txt
[2025-10-14T23:55:18.887008] [INFO ] [sig       ] [331/1812] Completed CAL in 0.2s | 4.24 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:18.887052] [INFO ] [sig       ] [332/1812] Forecasting CALX...
[2025-10-14T23:55:18.887082] [INFO ] [sig       ] Generating forecast for: CALX
[2025-10-14T23:55:18.887113] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CALX' from 'https://tdm.silogroup.org/data/derivative_storage/CALX.csv'.
[2025-10-14T23:55:18.895877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CALX'.
[2025-10-14T23:55:18.896197] [INFO ] [FORECASTER] Starting predict_future for CALX
[2025-10-14T23:55:18.921154] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:18.921966] [DEBUG] [LOCAL     ] No optimal features file found for CALX: ./output/feature-sets/CALX.txt
[2025-10-14T23:55:18.922022] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:18.922057] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:18.922086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:18.922143] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:18.939451] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:18.940215] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:18.940316] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:18.940350] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:18.977696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:18.977874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:18.977915] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:18.977945] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:18.981474] [DEBUG] [FORECASTER] CALX: Forecast T+1@11:T+2@11: UP (p=93.80%)
[2025-10-14T23:55:18.981788] [INFO ] [FORECASTER] Completed predict_future for CALX
[2025-10-14T23:55:18.981928] [INFO ] [sig       ] CALX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:19.120856] [INFO ] [LOCAL     ] Saved forecast: CALX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CALX.txt
[2025-10-14T23:55:19.121110] [INFO ] [sig       ] [332/1812] Completed CALX in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:19.121156] [INFO ] [sig       ] [333/1812] Forecasting CAPL...
[2025-10-14T23:55:19.121188] [INFO ] [sig       ] Generating forecast for: CAPL
[2025-10-14T23:55:19.121230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAPL' from 'https://tdm.silogroup.org/data/derivative_storage/CAPL.csv'.
[2025-10-14T23:55:19.129824] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAPL'.
[2025-10-14T23:55:19.130160] [INFO ] [FORECASTER] Starting predict_future for CAPL
[2025-10-14T23:55:19.154687] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:19.155481] [DEBUG] [LOCAL     ] No optimal features file found for CAPL: ./output/feature-sets/CAPL.txt
[2025-10-14T23:55:19.155536] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:19.155570] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:19.155598] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:19.155678] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:19.172809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:19.173347] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:19.173423] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:19.173456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:19.206782] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:19.206865] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:19.206932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:19.206962] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:19.213035] [DEBUG] [FORECASTER] CAPL: Forecast T+1@11:T+2@11: UP (p=63.99%)
[2025-10-14T23:55:19.213286] [INFO ] [FORECASTER] Completed predict_future for CAPL
[2025-10-14T23:55:19.213416] [INFO ] [sig       ] CAPL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:19.350485] [INFO ] [LOCAL     ] Saved forecast: CAPL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CAPL.txt
[2025-10-14T23:55:19.350696] [INFO ] [sig       ] [333/1812] Completed CAPL in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:19.350756] [INFO ] [sig       ] [334/1812] Forecasting CARR...
[2025-10-14T23:55:19.350789] [INFO ] [sig       ] Generating forecast for: CARR
[2025-10-14T23:55:19.350820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CARR' from 'https://tdm.silogroup.org/data/derivative_storage/CARR.csv'.
[2025-10-14T23:55:19.359606] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CARR'.
[2025-10-14T23:55:19.359893] [INFO ] [FORECASTER] Starting predict_future for CARR
[2025-10-14T23:55:19.384251] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:19.384960] [DEBUG] [LOCAL     ] No optimal features file found for CARR: ./output/feature-sets/CARR.txt
[2025-10-14T23:55:19.385014] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:19.385047] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:19.385076] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:19.385132] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:19.402426] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:19.403020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:19.403097] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:19.403130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:19.436685] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:19.436788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:19.436824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:19.436854] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:19.439996] [DEBUG] [FORECASTER] CARR: Forecast T+1@11:T+2@11: DOWN (p=14.45%)
[2025-10-14T23:55:19.440270] [INFO ] [FORECASTER] Completed predict_future for CARR
[2025-10-14T23:55:19.440399] [INFO ] [sig       ] CARR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:19.577509] [INFO ] [LOCAL     ] Saved forecast: CARR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CARR.txt
[2025-10-14T23:55:19.577723] [INFO ] [sig       ] [334/1812] Completed CARR in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:19.577781] [INFO ] [sig       ] [335/1812] Forecasting CARS...
[2025-10-14T23:55:19.577815] [INFO ] [sig       ] Generating forecast for: CARS
[2025-10-14T23:55:19.577847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CARS' from 'https://tdm.silogroup.org/data/derivative_storage/CARS.csv'.
[2025-10-14T23:55:19.586465] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CARS'.
[2025-10-14T23:55:19.586807] [INFO ] [FORECASTER] Starting predict_future for CARS
[2025-10-14T23:55:19.611465] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:19.612181] [DEBUG] [LOCAL     ] No optimal features file found for CARS: ./output/feature-sets/CARS.txt
[2025-10-14T23:55:19.612235] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:19.612268] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:19.612297] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:19.612354] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:19.629793] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:19.630338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:19.630415] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:19.630452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:19.665694] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:19.665788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:19.665825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:19.665855] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:19.668944] [DEBUG] [FORECASTER] CARS: Forecast T+1@11:T+2@11: UP (p=71.73%)
[2025-10-14T23:55:19.669198] [INFO ] [FORECASTER] Completed predict_future for CARS
[2025-10-14T23:55:19.669325] [INFO ] [sig       ] CARS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:19.809902] [INFO ] [LOCAL     ] Saved forecast: CARS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CARS.txt
[2025-10-14T23:55:19.810145] [INFO ] [sig       ] [335/1812] Completed CARS in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:19.810187] [INFO ] [sig       ] [336/1812] Forecasting CAT...
[2025-10-14T23:55:19.810218] [INFO ] [sig       ] Generating forecast for: CAT
[2025-10-14T23:55:19.810249] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAT' from 'https://tdm.silogroup.org/data/derivative_storage/CAT.csv'.
[2025-10-14T23:55:19.818367] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAT'.
[2025-10-14T23:55:19.818677] [INFO ] [FORECASTER] Starting predict_future for CAT
[2025-10-14T23:55:19.843226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:19.843943] [DEBUG] [LOCAL     ] No optimal features file found for CAT: ./output/feature-sets/CAT.txt
[2025-10-14T23:55:19.843997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:19.844030] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:19.844059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:19.844116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:19.861443] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:19.862032] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:19.862111] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:19.862162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:19.895962] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:19.896045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:19.896080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:19.896108] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:19.899149] [DEBUG] [FORECASTER] CAT: Forecast T+1@11:T+2@11: UP (p=86.94%)
[2025-10-14T23:55:19.899402] [INFO ] [FORECASTER] Completed predict_future for CAT
[2025-10-14T23:55:19.899529] [INFO ] [sig       ] CAT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:20.037800] [INFO ] [LOCAL     ] Saved forecast: CAT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CAT.txt
[2025-10-14T23:55:20.038007] [INFO ] [sig       ] [336/1812] Completed CAT in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:20.038049] [INFO ] [sig       ] [337/1812] Forecasting CATO...
[2025-10-14T23:55:20.038113] [INFO ] [sig       ] Generating forecast for: CATO
[2025-10-14T23:55:20.038152] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CATO' from 'https://tdm.silogroup.org/data/derivative_storage/CATO.csv'.
[2025-10-14T23:55:20.046242] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CATO'.
[2025-10-14T23:55:20.046543] [INFO ] [FORECASTER] Starting predict_future for CATO
[2025-10-14T23:55:20.071017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:20.071726] [DEBUG] [LOCAL     ] No optimal features file found for CATO: ./output/feature-sets/CATO.txt
[2025-10-14T23:55:20.071783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:20.071815] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:20.071843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:20.071899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:20.088959] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:20.089577] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:20.089678] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:20.089733] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:20.122450] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:20.122550] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:20.122586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:20.122615] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:20.125751] [DEBUG] [FORECASTER] CATO: Forecast T+1@11:T+2@11: DOWN (p=0.33%)
[2025-10-14T23:55:20.126009] [INFO ] [FORECASTER] Completed predict_future for CATO
[2025-10-14T23:55:20.126141] [INFO ] [sig       ] CATO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:20.264680] [INFO ] [LOCAL     ] Saved forecast: CATO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CATO.txt
[2025-10-14T23:55:20.264911] [INFO ] [sig       ] [337/1812] Completed CATO in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:20.264955] [INFO ] [sig       ] [338/1812] Forecasting CB...
[2025-10-14T23:55:20.264985] [INFO ] [sig       ] Generating forecast for: CB
[2025-10-14T23:55:20.265015] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CB' from 'https://tdm.silogroup.org/data/derivative_storage/CB.csv'.
[2025-10-14T23:55:20.273208] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CB'.
[2025-10-14T23:55:20.273458] [INFO ] [FORECASTER] Starting predict_future for CB
[2025-10-14T23:55:20.297733] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:20.298495] [DEBUG] [LOCAL     ] No optimal features file found for CB: ./output/feature-sets/CB.txt
[2025-10-14T23:55:20.298564] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:20.298598] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:20.298625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:20.298716] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:20.315531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:20.316090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:20.316167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:20.316199] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:20.351383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:20.351468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:20.351503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:20.351532] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:20.354577] [DEBUG] [FORECASTER] CB: Forecast T+1@11:T+2@11: UP (p=92.46%)
[2025-10-14T23:55:20.354856] [INFO ] [FORECASTER] Completed predict_future for CB
[2025-10-14T23:55:20.354990] [INFO ] [sig       ] CB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:20.492851] [INFO ] [LOCAL     ] Saved forecast: CB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CB.txt
[2025-10-14T23:55:20.493066] [INFO ] [sig       ] [338/1812] Completed CB in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:20.493109] [INFO ] [sig       ] [339/1812] Forecasting CBAN...
[2025-10-14T23:55:20.493140] [INFO ] [sig       ] Generating forecast for: CBAN
[2025-10-14T23:55:20.493171] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBAN' from 'https://tdm.silogroup.org/data/derivative_storage/CBAN.csv'.
[2025-10-14T23:55:20.501841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBAN'.
[2025-10-14T23:55:20.502092] [INFO ] [FORECASTER] Starting predict_future for CBAN
[2025-10-14T23:55:20.526452] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:20.527156] [DEBUG] [LOCAL     ] No optimal features file found for CBAN: ./output/feature-sets/CBAN.txt
[2025-10-14T23:55:20.527211] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:20.527243] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:20.527272] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:20.527329] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:20.544208] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:20.544771] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:20.544847] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:20.544880] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:20.577320] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:20.577402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:20.577437] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:20.577466] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:20.580523] [DEBUG] [FORECASTER] CBAN: Forecast T+1@11:T+2@11: UP (p=52.57%)
[2025-10-14T23:55:20.580810] [INFO ] [FORECASTER] Completed predict_future for CBAN
[2025-10-14T23:55:20.580942] [INFO ] [sig       ] CBAN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:20.720143] [INFO ] [LOCAL     ] Saved forecast: CBAN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CBAN.txt
[2025-10-14T23:55:20.720333] [INFO ] [sig       ] [339/1812] Completed CBAN in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:20.720375] [INFO ] [sig       ] [340/1812] Forecasting CBL...
[2025-10-14T23:55:20.720405] [INFO ] [sig       ] Generating forecast for: CBL
[2025-10-14T23:55:20.720435] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBL' from 'https://tdm.silogroup.org/data/derivative_storage/CBL.csv'.
[2025-10-14T23:55:20.729078] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBL'.
[2025-10-14T23:55:20.729350] [INFO ] [FORECASTER] Starting predict_future for CBL
[2025-10-14T23:55:20.753632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:20.754328] [DEBUG] [LOCAL     ] No optimal features file found for CBL: ./output/feature-sets/CBL.txt
[2025-10-14T23:55:20.754381] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:20.754413] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:20.754440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:20.754496] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:20.771577] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:20.772129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:20.772204] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:20.772238] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:20.806240] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:20.806321] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:20.806356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:20.806385] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:20.809458] [DEBUG] [FORECASTER] CBL: Forecast T+1@11:T+2@11: UP (p=73.18%)
[2025-10-14T23:55:20.809745] [INFO ] [FORECASTER] Completed predict_future for CBL
[2025-10-14T23:55:20.809879] [INFO ] [sig       ] CBL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:20.948283] [INFO ] [LOCAL     ] Saved forecast: CBL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CBL.txt
[2025-10-14T23:55:20.948477] [INFO ] [sig       ] [340/1812] Completed CBL in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:20.948518] [INFO ] [sig       ] [341/1812] Forecasting CBNA...
[2025-10-14T23:55:20.948549] [INFO ] [sig       ] Generating forecast for: CBNA
[2025-10-14T23:55:20.948580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBNA' from 'https://tdm.silogroup.org/data/derivative_storage/CBNA.csv'.
[2025-10-14T23:55:20.956561] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'CBNA'.
[2025-10-14T23:55:20.956831] [INFO ] [FORECASTER] Starting predict_future for CBNA
[2025-10-14T23:55:20.981578] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:20.982286] [DEBUG] [LOCAL     ] No optimal features file found for CBNA: ./output/feature-sets/CBNA.txt
[2025-10-14T23:55:20.982339] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:20.982373] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:20.982401] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:20.982457] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:20.999529] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:21.000078] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:21.000155] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:21.000189] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:21.033923] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:21.034050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:21.034088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:21.034117] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:21.037344] [DEBUG] [FORECASTER] CBNA: Forecast T+1@11:T+2@11: UP (p=81.94%)
[2025-10-14T23:55:21.037605] [INFO ] [FORECASTER] Completed predict_future for CBNA
[2025-10-14T23:55:21.037785] [INFO ] [sig       ] CBNA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:21.177474] [INFO ] [LOCAL     ] Saved forecast: CBNA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CBNA.txt
[2025-10-14T23:55:21.177725] [INFO ] [sig       ] [341/1812] Completed CBNA in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:21.177785] [INFO ] [sig       ] [342/1812] Forecasting CBRE...
[2025-10-14T23:55:21.177819] [INFO ] [sig       ] Generating forecast for: CBRE
[2025-10-14T23:55:21.177850] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBRE' from 'https://tdm.silogroup.org/data/derivative_storage/CBRE.csv'.
[2025-10-14T23:55:21.187183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBRE'.
[2025-10-14T23:55:21.187461] [INFO ] [FORECASTER] Starting predict_future for CBRE
[2025-10-14T23:55:21.212050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:21.212772] [DEBUG] [LOCAL     ] No optimal features file found for CBRE: ./output/feature-sets/CBRE.txt
[2025-10-14T23:55:21.212826] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:21.212858] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:21.212887] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:21.212943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:21.230228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:21.230815] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:21.230896] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:21.230929] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:21.263829] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:21.263921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:21.263957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:21.263985] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:21.267070] [DEBUG] [FORECASTER] CBRE: Forecast T+1@11:T+2@11: DOWN (p=3.49%)
[2025-10-14T23:55:21.267338] [INFO ] [FORECASTER] Completed predict_future for CBRE
[2025-10-14T23:55:21.267471] [INFO ] [sig       ] CBRE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:21.406662] [INFO ] [LOCAL     ] Saved forecast: CBRE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CBRE.txt
[2025-10-14T23:55:21.406878] [INFO ] [sig       ] [342/1812] Completed CBRE in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:21.406924] [INFO ] [sig       ] [343/1812] Forecasting CBT...
[2025-10-14T23:55:21.406958] [INFO ] [sig       ] Generating forecast for: CBT
[2025-10-14T23:55:21.406989] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBT' from 'https://tdm.silogroup.org/data/derivative_storage/CBT.csv'.
[2025-10-14T23:55:21.415699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBT'.
[2025-10-14T23:55:21.415962] [INFO ] [FORECASTER] Starting predict_future for CBT
[2025-10-14T23:55:21.440276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:21.441010] [DEBUG] [LOCAL     ] No optimal features file found for CBT: ./output/feature-sets/CBT.txt
[2025-10-14T23:55:21.441064] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:21.441141] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:21.441178] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:21.441236] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:21.458351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:21.458908] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:21.458986] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:21.459034] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:21.492948] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:21.493050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:21.493087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:21.493115] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:21.496226] [DEBUG] [FORECASTER] CBT: Forecast T+1@11:T+2@11: DOWN (p=44.17%)
[2025-10-14T23:55:21.496486] [INFO ] [FORECASTER] Completed predict_future for CBT
[2025-10-14T23:55:21.496615] [INFO ] [sig       ] CBT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:21.634146] [INFO ] [LOCAL     ] Saved forecast: CBT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CBT.txt
[2025-10-14T23:55:21.634342] [INFO ] [sig       ] [343/1812] Completed CBT in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:21.634383] [INFO ] [sig       ] [344/1812] Forecasting CBU...
[2025-10-14T23:55:21.634414] [INFO ] [sig       ] Generating forecast for: CBU
[2025-10-14T23:55:21.634445] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBU' from 'https://tdm.silogroup.org/data/derivative_storage/CBU.csv'.
[2025-10-14T23:55:21.642989] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBU'.
[2025-10-14T23:55:21.643262] [INFO ] [FORECASTER] Starting predict_future for CBU
[2025-10-14T23:55:21.667759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:21.668479] [DEBUG] [LOCAL     ] No optimal features file found for CBU: ./output/feature-sets/CBU.txt
[2025-10-14T23:55:21.668532] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:21.668565] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:21.668593] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:21.668670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:21.685825] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:21.686344] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:21.686419] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:21.686452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:21.718977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:21.719067] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:21.719103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:21.719132] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:21.722190] [DEBUG] [FORECASTER] CBU: Forecast T+1@11:T+2@11: DOWN (p=2.56%)
[2025-10-14T23:55:21.722449] [INFO ] [FORECASTER] Completed predict_future for CBU
[2025-10-14T23:55:21.722579] [INFO ] [sig       ] CBU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:21.861218] [INFO ] [LOCAL     ] Saved forecast: CBU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CBU.txt
[2025-10-14T23:55:21.861424] [INFO ] [sig       ] [344/1812] Completed CBU in 0.2s | 4.25 sym/s | Total: 1.3m | ETA: 5.8m
[2025-10-14T23:55:21.861465] [INFO ] [sig       ] [345/1812] Forecasting CBZ...
[2025-10-14T23:55:21.861496] [INFO ] [sig       ] Generating forecast for: CBZ
[2025-10-14T23:55:21.861527] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBZ' from 'https://tdm.silogroup.org/data/derivative_storage/CBZ.csv'.
[2025-10-14T23:55:21.870082] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBZ'.
[2025-10-14T23:55:21.870351] [INFO ] [FORECASTER] Starting predict_future for CBZ
[2025-10-14T23:55:21.895048] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:21.895797] [DEBUG] [LOCAL     ] No optimal features file found for CBZ: ./output/feature-sets/CBZ.txt
[2025-10-14T23:55:21.895851] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:21.895916] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:21.895946] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:21.896004] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:21.913241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:21.913814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:21.913902] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:21.913937] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:21.957540] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:21.957663] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:21.957722] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:21.957755] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:21.960945] [DEBUG] [FORECASTER] CBZ: Forecast T+1@11:T+2@11: DOWN (p=11.24%)
[2025-10-14T23:55:21.961196] [INFO ] [FORECASTER] Completed predict_future for CBZ
[2025-10-14T23:55:21.961355] [INFO ] [sig       ] CBZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:22.101421] [INFO ] [LOCAL     ] Saved forecast: CBZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CBZ.txt
[2025-10-14T23:55:22.101634] [INFO ] [sig       ] [345/1812] Completed CBZ in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.8m
[2025-10-14T23:55:22.101734] [INFO ] [sig       ] [346/1812] Forecasting CC...
[2025-10-14T23:55:22.101787] [INFO ] [sig       ] Generating forecast for: CC
[2025-10-14T23:55:22.101825] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CC' from 'https://tdm.silogroup.org/data/derivative_storage/CC.csv'.
[2025-10-14T23:55:22.110812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CC'.
[2025-10-14T23:55:22.111071] [INFO ] [FORECASTER] Starting predict_future for CC
[2025-10-14T23:55:22.136909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:22.137638] [DEBUG] [LOCAL     ] No optimal features file found for CC: ./output/feature-sets/CC.txt
[2025-10-14T23:55:22.137720] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:22.137755] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:22.137784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:22.137844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:22.156573] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:22.157213] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:22.157292] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:22.157327] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:22.195074] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:22.195163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:22.195199] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:22.195227] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:22.198308] [DEBUG] [FORECASTER] CC: Forecast T+1@11:T+2@11: DOWN (p=25.21%)
[2025-10-14T23:55:22.198560] [INFO ] [FORECASTER] Completed predict_future for CC
[2025-10-14T23:55:22.198716] [INFO ] [sig       ] CC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:22.339696] [INFO ] [LOCAL     ] Saved forecast: CC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CC.txt
[2025-10-14T23:55:22.339898] [INFO ] [sig       ] [346/1812] Completed CC in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.8m
[2025-10-14T23:55:22.339941] [INFO ] [sig       ] [347/1812] Forecasting CCI...
[2025-10-14T23:55:22.339971] [INFO ] [sig       ] Generating forecast for: CCI
[2025-10-14T23:55:22.340001] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCI' from 'https://tdm.silogroup.org/data/derivative_storage/CCI.csv'.
[2025-10-14T23:55:22.348294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCI'.
[2025-10-14T23:55:22.348550] [INFO ] [FORECASTER] Starting predict_future for CCI
[2025-10-14T23:55:22.373380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:22.374117] [DEBUG] [LOCAL     ] No optimal features file found for CCI: ./output/feature-sets/CCI.txt
[2025-10-14T23:55:22.374171] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:22.374204] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:22.374231] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:22.374287] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:22.391569] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:22.392121] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:22.392199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:22.392233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:22.429156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:22.429250] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:22.429294] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:22.429329] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:22.432499] [DEBUG] [FORECASTER] CCI: Forecast T+1@11:T+2@11: DOWN (p=12.73%)
[2025-10-14T23:55:22.432797] [INFO ] [FORECASTER] Completed predict_future for CCI
[2025-10-14T23:55:22.432932] [INFO ] [sig       ] CCI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:22.596317] [INFO ] [LOCAL     ] Saved forecast: CCI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CCI.txt
[2025-10-14T23:55:22.596574] [INFO ] [sig       ] [347/1812] Completed CCI in 0.3s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:22.596634] [INFO ] [sig       ] [348/1812] Forecasting CCJ...
[2025-10-14T23:55:22.596718] [INFO ] [sig       ] Generating forecast for: CCJ
[2025-10-14T23:55:22.596765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCJ' from 'https://tdm.silogroup.org/data/derivative_storage/CCJ.csv'.
[2025-10-14T23:55:22.605229] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCJ'.
[2025-10-14T23:55:22.605506] [INFO ] [FORECASTER] Starting predict_future for CCJ
[2025-10-14T23:55:22.630570] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:22.631301] [DEBUG] [LOCAL     ] No optimal features file found for CCJ: ./output/feature-sets/CCJ.txt
[2025-10-14T23:55:22.631356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:22.631389] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:22.631418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:22.631475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:22.649079] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:22.649611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:22.649715] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:22.649759] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:22.687454] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:22.687545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:22.687581] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:22.687609] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:22.690783] [DEBUG] [FORECASTER] CCJ: Forecast T+1@11:T+2@11: UP (p=86.40%)
[2025-10-14T23:55:22.691037] [INFO ] [FORECASTER] Completed predict_future for CCJ
[2025-10-14T23:55:22.691164] [INFO ] [sig       ] CCJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:22.830135] [INFO ] [LOCAL     ] Saved forecast: CCJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCJ.txt
[2025-10-14T23:55:22.830339] [INFO ] [sig       ] [348/1812] Completed CCJ in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:22.830384] [INFO ] [sig       ] [349/1812] Forecasting CCK...
[2025-10-14T23:55:22.830415] [INFO ] [sig       ] Generating forecast for: CCK
[2025-10-14T23:55:22.830446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCK' from 'https://tdm.silogroup.org/data/derivative_storage/CCK.csv'.
[2025-10-14T23:55:22.838667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCK'.
[2025-10-14T23:55:22.838927] [INFO ] [FORECASTER] Starting predict_future for CCK
[2025-10-14T23:55:22.863245] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:22.863954] [DEBUG] [LOCAL     ] No optimal features file found for CCK: ./output/feature-sets/CCK.txt
[2025-10-14T23:55:22.864009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:22.864041] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:22.864069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:22.864126] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:22.881122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:22.881691] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:22.881778] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:22.881811] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:22.926561] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:22.926669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:22.926728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:22.926759] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:22.929892] [DEBUG] [FORECASTER] CCK: Forecast T+1@11:T+2@11: UP (p=62.67%)
[2025-10-14T23:55:22.930144] [INFO ] [FORECASTER] Completed predict_future for CCK
[2025-10-14T23:55:22.930674] [INFO ] [sig       ] CCK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:23.071862] [INFO ] [LOCAL     ] Saved forecast: CCK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCK.txt
[2025-10-14T23:55:23.072066] [INFO ] [sig       ] [349/1812] Completed CCK in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:23.072109] [INFO ] [sig       ] [350/1812] Forecasting CCL...
[2025-10-14T23:55:23.072140] [INFO ] [sig       ] Generating forecast for: CCL
[2025-10-14T23:55:23.072171] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCL' from 'https://tdm.silogroup.org/data/derivative_storage/CCL.csv'.
[2025-10-14T23:55:23.080839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCL'.
[2025-10-14T23:55:23.081152] [INFO ] [FORECASTER] Starting predict_future for CCL
[2025-10-14T23:55:23.106214] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:23.106971] [DEBUG] [LOCAL     ] No optimal features file found for CCL: ./output/feature-sets/CCL.txt
[2025-10-14T23:55:23.107026] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:23.107060] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:23.107089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:23.107161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:23.124964] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:23.125546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:23.125628] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:23.125698] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:23.165122] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:23.165246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:23.165285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:23.165314] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:23.168722] [DEBUG] [FORECASTER] CCL: Forecast T+1@11:T+2@11: UP (p=90.73%)
[2025-10-14T23:55:23.169029] [INFO ] [FORECASTER] Completed predict_future for CCL
[2025-10-14T23:55:23.169175] [INFO ] [sig       ] CCL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:23.314913] [INFO ] [LOCAL     ] Saved forecast: CCL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCL.txt
[2025-10-14T23:55:23.315128] [INFO ] [sig       ] [350/1812] Completed CCL in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:23.315173] [INFO ] [sig       ] [351/1812] Forecasting CCO...
[2025-10-14T23:55:23.315204] [INFO ] [sig       ] Generating forecast for: CCO
[2025-10-14T23:55:23.315236] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCO' from 'https://tdm.silogroup.org/data/derivative_storage/CCO.csv'.
[2025-10-14T23:55:23.323790] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCO'.
[2025-10-14T23:55:23.324090] [INFO ] [FORECASTER] Starting predict_future for CCO
[2025-10-14T23:55:23.349715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:23.350437] [DEBUG] [LOCAL     ] No optimal features file found for CCO: ./output/feature-sets/CCO.txt
[2025-10-14T23:55:23.350501] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:23.350533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:23.350560] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:23.350616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:23.369210] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:23.369872] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:23.369954] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:23.369988] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:23.407089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:23.407201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:23.407255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:23.407288] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:23.410540] [DEBUG] [FORECASTER] CCO: Forecast T+1@11:T+2@11: DOWN (p=44.44%)
[2025-10-14T23:55:23.410843] [INFO ] [FORECASTER] Completed predict_future for CCO
[2025-10-14T23:55:23.410982] [INFO ] [sig       ] CCO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:23.555419] [INFO ] [LOCAL     ] Saved forecast: CCO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CCO.txt
[2025-10-14T23:55:23.555627] [INFO ] [sig       ] [351/1812] Completed CCO in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:23.555703] [INFO ] [sig       ] [352/1812] Forecasting CCRD...
[2025-10-14T23:55:23.555745] [INFO ] [sig       ] Generating forecast for: CCRD
[2025-10-14T23:55:23.555777] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCRD' from 'https://tdm.silogroup.org/data/derivative_storage/CCRD.csv'.
[2025-10-14T23:55:23.564459] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCRD'.
[2025-10-14T23:55:23.564757] [INFO ] [FORECASTER] Starting predict_future for CCRD
[2025-10-14T23:55:23.590552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:23.591302] [DEBUG] [LOCAL     ] No optimal features file found for CCRD: ./output/feature-sets/CCRD.txt
[2025-10-14T23:55:23.591358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:23.591409] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:23.591440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:23.591498] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:23.609713] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:23.610277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:23.610356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:23.610390] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:23.647675] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:23.647806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:23.647844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:23.647874] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:23.651225] [DEBUG] [FORECASTER] CCRD: Forecast T+1@11:T+2@11: UP (p=76.79%)
[2025-10-14T23:55:23.651490] [INFO ] [FORECASTER] Completed predict_future for CCRD
[2025-10-14T23:55:23.651621] [INFO ] [sig       ] CCRD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:23.796861] [INFO ] [LOCAL     ] Saved forecast: CCRD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCRD.txt
[2025-10-14T23:55:23.797071] [INFO ] [sig       ] [352/1812] Completed CCRD in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:23.797113] [INFO ] [sig       ] [353/1812] Forecasting CCS...
[2025-10-14T23:55:23.797143] [INFO ] [sig       ] Generating forecast for: CCS
[2025-10-14T23:55:23.797220] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCS' from 'https://tdm.silogroup.org/data/derivative_storage/CCS.csv'.
[2025-10-14T23:55:23.806348] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCS'.
[2025-10-14T23:55:23.806603] [INFO ] [FORECASTER] Starting predict_future for CCS
[2025-10-14T23:55:23.832389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:23.833352] [DEBUG] [LOCAL     ] No optimal features file found for CCS: ./output/feature-sets/CCS.txt
[2025-10-14T23:55:23.833406] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:23.833624] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:23.833685] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:23.833760] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:23.851969] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:23.852525] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:23.852602] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:23.852636] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:23.895187] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:23.895297] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:23.895335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:23.895365] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:23.899421] [DEBUG] [FORECASTER] CCS: Forecast T+1@11:T+2@11: UP (p=84.02%)
[2025-10-14T23:55:23.899752] [INFO ] [FORECASTER] Completed predict_future for CCS
[2025-10-14T23:55:23.899904] [INFO ] [sig       ] CCS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:24.044870] [INFO ] [LOCAL     ] Saved forecast: CCS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCS.txt
[2025-10-14T23:55:24.045087] [INFO ] [sig       ] [353/1812] Completed CCS in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:24.045129] [INFO ] [sig       ] [354/1812] Forecasting CCU...
[2025-10-14T23:55:24.045160] [INFO ] [sig       ] Generating forecast for: CCU
[2025-10-14T23:55:24.045192] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCU' from 'https://tdm.silogroup.org/data/derivative_storage/CCU.csv'.
[2025-10-14T23:55:24.053805] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCU'.
[2025-10-14T23:55:24.054073] [INFO ] [FORECASTER] Starting predict_future for CCU
[2025-10-14T23:55:24.079487] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:24.080211] [DEBUG] [LOCAL     ] No optimal features file found for CCU: ./output/feature-sets/CCU.txt
[2025-10-14T23:55:24.080266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:24.080301] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:24.080332] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:24.080389] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:24.098579] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:24.099167] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:24.099247] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:24.099281] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:24.134086] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:24.134190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:24.134228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:24.134258] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:24.137490] [DEBUG] [FORECASTER] CCU: Forecast T+1@11:T+2@11: UP (p=95.76%)
[2025-10-14T23:55:24.137799] [INFO ] [FORECASTER] Completed predict_future for CCU
[2025-10-14T23:55:24.137943] [INFO ] [sig       ] CCU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:24.281604] [INFO ] [LOCAL     ] Saved forecast: CCU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CCU.txt
[2025-10-14T23:55:24.281859] [INFO ] [sig       ] [354/1812] Completed CCU in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:24.281918] [INFO ] [sig       ] [355/1812] Forecasting CDE...
[2025-10-14T23:55:24.281950] [INFO ] [sig       ] Generating forecast for: CDE
[2025-10-14T23:55:24.281981] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDE' from 'https://tdm.silogroup.org/data/derivative_storage/CDE.csv'.
[2025-10-14T23:55:24.290939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDE'.
[2025-10-14T23:55:24.291262] [INFO ] [FORECASTER] Starting predict_future for CDE
[2025-10-14T23:55:24.316320] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:24.317082] [DEBUG] [LOCAL     ] No optimal features file found for CDE: ./output/feature-sets/CDE.txt
[2025-10-14T23:55:24.317138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:24.317173] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:24.317203] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:24.317262] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:24.334884] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:24.335429] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:24.335510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:24.335544] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:24.370966] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:24.371149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:24.371193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:24.371226] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:24.374849] [DEBUG] [FORECASTER] CDE: Forecast T+1@11:T+2@11: UP (p=94.04%)
[2025-10-14T23:55:24.375146] [INFO ] [FORECASTER] Completed predict_future for CDE
[2025-10-14T23:55:24.375287] [INFO ] [sig       ] CDE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:24.520056] [INFO ] [LOCAL     ] Saved forecast: CDE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CDE.txt
[2025-10-14T23:55:24.520298] [INFO ] [sig       ] [355/1812] Completed CDE in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:24.520339] [INFO ] [sig       ] [356/1812] Forecasting CDLR...
[2025-10-14T23:55:24.520370] [INFO ] [sig       ] Generating forecast for: CDLR
[2025-10-14T23:55:24.520400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDLR' from 'https://tdm.silogroup.org/data/derivative_storage/CDLR.csv'.
[2025-10-14T23:55:24.528715] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDLR'.
[2025-10-14T23:55:24.528994] [INFO ] [FORECASTER] Starting predict_future for CDLR
[2025-10-14T23:55:24.554108] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:24.554863] [DEBUG] [LOCAL     ] No optimal features file found for CDLR: ./output/feature-sets/CDLR.txt
[2025-10-14T23:55:24.554953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:24.554994] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:24.555025] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:24.555083] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:24.572949] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:24.573500] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:24.573580] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:24.573614] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:24.605176] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:24.605322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:24.605366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:24.605397] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:24.609085] [DEBUG] [FORECASTER] CDLR: Forecast T+1@11:T+2@11: DOWN (p=8.63%)
[2025-10-14T23:55:24.609359] [INFO ] [FORECASTER] Completed predict_future for CDLR
[2025-10-14T23:55:24.609498] [INFO ] [sig       ] CDLR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:24.751092] [INFO ] [LOCAL     ] Saved forecast: CDLR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CDLR.txt
[2025-10-14T23:55:24.751306] [INFO ] [sig       ] [356/1812] Completed CDLR in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:24.751348] [INFO ] [sig       ] [357/1812] Forecasting CDP...
[2025-10-14T23:55:24.751378] [INFO ] [sig       ] Generating forecast for: CDP
[2025-10-14T23:55:24.751410] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDP' from 'https://tdm.silogroup.org/data/derivative_storage/CDP.csv'.
[2025-10-14T23:55:24.759763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDP'.
[2025-10-14T23:55:24.760026] [INFO ] [FORECASTER] Starting predict_future for CDP
[2025-10-14T23:55:24.784954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:24.785625] [DEBUG] [LOCAL     ] No optimal features file found for CDP: ./output/feature-sets/CDP.txt
[2025-10-14T23:55:24.785703] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:24.785744] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:24.785773] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:24.785829] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:24.802786] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:24.803304] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:24.803382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:24.803415] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:24.839908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:24.840026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:24.840067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:24.840136] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:24.843485] [DEBUG] [FORECASTER] CDP: Forecast T+1@11:T+2@11: UP (p=96.30%)
[2025-10-14T23:55:24.843789] [INFO ] [FORECASTER] Completed predict_future for CDP
[2025-10-14T23:55:24.843928] [INFO ] [sig       ] CDP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:24.987958] [INFO ] [LOCAL     ] Saved forecast: CDP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CDP.txt
[2025-10-14T23:55:24.988232] [INFO ] [sig       ] [357/1812] Completed CDP in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:24.988294] [INFO ] [sig       ] [358/1812] Forecasting CDRE...
[2025-10-14T23:55:24.988330] [INFO ] [sig       ] Generating forecast for: CDRE
[2025-10-14T23:55:24.988364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDRE' from 'https://tdm.silogroup.org/data/derivative_storage/CDRE.csv'.
[2025-10-14T23:55:24.997223] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDRE'.
[2025-10-14T23:55:24.997484] [INFO ] [FORECASTER] Starting predict_future for CDRE
[2025-10-14T23:55:25.023209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:25.023986] [DEBUG] [LOCAL     ] No optimal features file found for CDRE: ./output/feature-sets/CDRE.txt
[2025-10-14T23:55:25.024041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:25.024077] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:25.024107] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:25.024165] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:25.042101] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:25.042670] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:25.042758] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:25.042794] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:25.078234] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:25.078318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:25.078355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:25.078385] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:25.081437] [DEBUG] [FORECASTER] CDRE: Forecast T+1@11:T+2@11: DOWN (p=25.88%)
[2025-10-14T23:55:25.081724] [INFO ] [FORECASTER] Completed predict_future for CDRE
[2025-10-14T23:55:25.081864] [INFO ] [sig       ] CDRE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:25.227030] [INFO ] [LOCAL     ] Saved forecast: CDRE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CDRE.txt
[2025-10-14T23:55:25.227296] [INFO ] [sig       ] [358/1812] Completed CDRE in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:25.227340] [INFO ] [sig       ] [359/1812] Forecasting CE...
[2025-10-14T23:55:25.227372] [INFO ] [sig       ] Generating forecast for: CE
[2025-10-14T23:55:25.227403] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CE' from 'https://tdm.silogroup.org/data/derivative_storage/CE.csv'.
[2025-10-14T23:55:25.235734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CE'.
[2025-10-14T23:55:25.236002] [INFO ] [FORECASTER] Starting predict_future for CE
[2025-10-14T23:55:25.261064] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:25.261835] [DEBUG] [LOCAL     ] No optimal features file found for CE: ./output/feature-sets/CE.txt
[2025-10-14T23:55:25.261890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:25.261923] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:25.261971] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:25.262030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:25.279274] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:25.279939] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:25.280053] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:25.280091] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:25.315088] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:25.315199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:25.315237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:25.315269] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:25.318578] [DEBUG] [FORECASTER] CE: Forecast T+1@11:T+2@11: UP (p=95.48%)
[2025-10-14T23:55:25.318875] [INFO ] [FORECASTER] Completed predict_future for CE
[2025-10-14T23:55:25.319013] [INFO ] [sig       ] CE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:25.464548] [INFO ] [LOCAL     ] Saved forecast: CE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CE.txt
[2025-10-14T23:55:25.464786] [INFO ] [sig       ] [359/1812] Completed CE in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:25.464862] [INFO ] [sig       ] [360/1812] Forecasting CEE...
[2025-10-14T23:55:25.464914] [INFO ] [sig       ] Generating forecast for: CEE
[2025-10-14T23:55:25.464950] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CEE' from 'https://tdm.silogroup.org/data/derivative_storage/CEE.csv'.
[2025-10-14T23:55:25.474412] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CEE'.
[2025-10-14T23:55:25.474912] [INFO ] [FORECASTER] Starting predict_future for CEE
[2025-10-14T23:55:25.501998] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:25.502837] [DEBUG] [LOCAL     ] No optimal features file found for CEE: ./output/feature-sets/CEE.txt
[2025-10-14T23:55:25.502894] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:25.502931] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:25.502962] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:25.503022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:25.520408] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:25.521028] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:25.521110] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:25.521144] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:25.554667] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:25.554792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:25.554831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:25.554861] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:25.558114] [DEBUG] [FORECASTER] CEE: Forecast T+1@11:T+2@11: DOWN (p=33.74%)
[2025-10-14T23:55:25.558376] [INFO ] [FORECASTER] Completed predict_future for CEE
[2025-10-14T23:55:25.558516] [INFO ] [sig       ] CEE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:25.706055] [INFO ] [LOCAL     ] Saved forecast: CEE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CEE.txt
[2025-10-14T23:55:25.706278] [INFO ] [sig       ] [360/1812] Completed CEE in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:25.706320] [INFO ] [sig       ] [361/1812] Forecasting CEPU...
[2025-10-14T23:55:25.706351] [INFO ] [sig       ] Generating forecast for: CEPU
[2025-10-14T23:55:25.706383] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CEPU' from 'https://tdm.silogroup.org/data/derivative_storage/CEPU.csv'.
[2025-10-14T23:55:25.716366] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CEPU'.
[2025-10-14T23:55:25.716778] [INFO ] [FORECASTER] Starting predict_future for CEPU
[2025-10-14T23:55:25.741691] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:25.742416] [DEBUG] [LOCAL     ] No optimal features file found for CEPU: ./output/feature-sets/CEPU.txt
[2025-10-14T23:55:25.742471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:25.742505] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:25.742533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:25.742590] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:25.759442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:25.760122] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:25.760208] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:25.760243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:25.798122] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:25.798276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:25.798316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:25.798346] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:25.801760] [DEBUG] [FORECASTER] CEPU: Forecast T+1@11:T+2@11: DOWN (p=40.75%)
[2025-10-14T23:55:25.802029] [INFO ] [FORECASTER] Completed predict_future for CEPU
[2025-10-14T23:55:25.802170] [INFO ] [sig       ] CEPU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:25.939006] [INFO ] [LOCAL     ] Saved forecast: CEPU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CEPU.txt
[2025-10-14T23:55:25.939249] [INFO ] [sig       ] [361/1812] Completed CEPU in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:25.939313] [INFO ] [sig       ] [362/1812] Forecasting CF...
[2025-10-14T23:55:25.939370] [INFO ] [sig       ] Generating forecast for: CF
[2025-10-14T23:55:25.939406] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CF' from 'https://tdm.silogroup.org/data/derivative_storage/CF.csv'.
[2025-10-14T23:55:25.947889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CF'.
[2025-10-14T23:55:25.948211] [INFO ] [FORECASTER] Starting predict_future for CF
[2025-10-14T23:55:25.972627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:25.973335] [DEBUG] [LOCAL     ] No optimal features file found for CF: ./output/feature-sets/CF.txt
[2025-10-14T23:55:25.973393] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:25.973426] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:25.973453] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:25.973510] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:25.990261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:25.990858] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:25.990939] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:25.990973] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:26.023398] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:26.023554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:26.023593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:26.023623] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:26.029757] [DEBUG] [FORECASTER] CF: Forecast T+1@11:T+2@11: DOWN (p=17.20%)
[2025-10-14T23:55:26.030019] [INFO ] [FORECASTER] Completed predict_future for CF
[2025-10-14T23:55:26.030158] [INFO ] [sig       ] CF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:26.168483] [INFO ] [LOCAL     ] Saved forecast: CF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CF.txt
[2025-10-14T23:55:26.168768] [INFO ] [sig       ] [362/1812] Completed CF in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:26.168829] [INFO ] [sig       ] [363/1812] Forecasting CFG...
[2025-10-14T23:55:26.168863] [INFO ] [sig       ] Generating forecast for: CFG
[2025-10-14T23:55:26.168894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CFG' from 'https://tdm.silogroup.org/data/derivative_storage/CFG.csv'.
[2025-10-14T23:55:26.178696] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CFG'.
[2025-10-14T23:55:26.179193] [INFO ] [FORECASTER] Starting predict_future for CFG
[2025-10-14T23:55:26.211842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:26.212673] [DEBUG] [LOCAL     ] No optimal features file found for CFG: ./output/feature-sets/CFG.txt
[2025-10-14T23:55:26.212734] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:26.212769] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:26.212796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:26.212852] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:26.229815] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:26.230542] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:26.230624] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:26.230698] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:26.265191] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:26.265368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:26.265409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:26.265441] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:26.268958] [DEBUG] [FORECASTER] CFG: Forecast T+1@11:T+2@11: DOWN (p=44.26%)
[2025-10-14T23:55:26.269230] [INFO ] [FORECASTER] Completed predict_future for CFG
[2025-10-14T23:55:26.269368] [INFO ] [sig       ] CFG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:26.407312] [INFO ] [LOCAL     ] Saved forecast: CFG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CFG.txt
[2025-10-14T23:55:26.407512] [INFO ] [sig       ] [363/1812] Completed CFG in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:26.407554] [INFO ] [sig       ] [364/1812] Forecasting CFR...
[2025-10-14T23:55:26.407585] [INFO ] [sig       ] Generating forecast for: CFR
[2025-10-14T23:55:26.407617] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CFR' from 'https://tdm.silogroup.org/data/derivative_storage/CFR.csv'.
[2025-10-14T23:55:26.415889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CFR'.
[2025-10-14T23:55:26.416143] [INFO ] [FORECASTER] Starting predict_future for CFR
[2025-10-14T23:55:26.440659] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:26.441354] [DEBUG] [LOCAL     ] No optimal features file found for CFR: ./output/feature-sets/CFR.txt
[2025-10-14T23:55:26.441411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:26.441445] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:26.441473] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:26.441530] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:26.458610] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:26.459159] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:26.459237] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:26.459269] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:26.493218] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:26.493310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:26.493364] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:26.493395] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:26.496532] [DEBUG] [FORECASTER] CFR: Forecast T+1@11:T+2@11: UP (p=77.52%)
[2025-10-14T23:55:26.496822] [INFO ] [FORECASTER] Completed predict_future for CFR
[2025-10-14T23:55:26.496953] [INFO ] [sig       ] CFR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:26.633571] [INFO ] [LOCAL     ] Saved forecast: CFR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CFR.txt
[2025-10-14T23:55:26.633765] [INFO ] [sig       ] [364/1812] Completed CFR in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:26.633825] [INFO ] [sig       ] [365/1812] Forecasting CGAU...
[2025-10-14T23:55:26.633859] [INFO ] [sig       ] Generating forecast for: CGAU
[2025-10-14T23:55:26.633891] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CGAU' from 'https://tdm.silogroup.org/data/derivative_storage/CGAU.csv'.
[2025-10-14T23:55:26.642190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CGAU'.
[2025-10-14T23:55:26.642446] [INFO ] [FORECASTER] Starting predict_future for CGAU
[2025-10-14T23:55:26.667026] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:26.667726] [DEBUG] [LOCAL     ] No optimal features file found for CGAU: ./output/feature-sets/CGAU.txt
[2025-10-14T23:55:26.667781] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:26.667814] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:26.667841] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:26.667897] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:26.684627] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:26.685175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:26.685252] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:26.685285] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:26.719565] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:26.719659] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:26.719717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:26.719749] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:26.722686] [DEBUG] [FORECASTER] CGAU: Forecast T+1@11:T+2@11: UP (p=95.12%)
[2025-10-14T23:55:26.722934] [INFO ] [FORECASTER] Completed predict_future for CGAU
[2025-10-14T23:55:26.723063] [INFO ] [sig       ] CGAU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:26.859191] [INFO ] [LOCAL     ] Saved forecast: CGAU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CGAU.txt
[2025-10-14T23:55:26.859377] [INFO ] [sig       ] [365/1812] Completed CGAU in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:26.859459] [INFO ] [sig       ] [366/1812] Forecasting CGV...
[2025-10-14T23:55:26.859499] [INFO ] [sig       ] Generating forecast for: CGV
[2025-10-14T23:55:26.859531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CGV' from 'https://tdm.silogroup.org/data/derivative_storage/CGV.csv'.
[2025-10-14T23:55:26.867454] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CGV'.
[2025-10-14T23:55:26.867732] [INFO ] [FORECASTER] Starting predict_future for CGV
[2025-10-14T23:55:26.892221] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:26.892923] [DEBUG] [LOCAL     ] No optimal features file found for CGV: ./output/feature-sets/CGV.txt
[2025-10-14T23:55:26.892977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:26.893010] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:26.893038] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:26.893111] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:26.909996] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:26.910514] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:26.910590] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:26.910623] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:26.943987] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:26.944064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:26.944099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:26.944127] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:26.947077] [DEBUG] [FORECASTER] CGV: Forecast T+1@11:T+2@11: DOWN (p=4.34%)
[2025-10-14T23:55:26.947322] [INFO ] [FORECASTER] Completed predict_future for CGV
[2025-10-14T23:55:26.947450] [INFO ] [sig       ] CGV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:27.084207] [INFO ] [LOCAL     ] Saved forecast: CGV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CGV.txt
[2025-10-14T23:55:27.084395] [INFO ] [sig       ] [366/1812] Completed CGV in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:27.084436] [INFO ] [sig       ] [367/1812] Forecasting CHCT...
[2025-10-14T23:55:27.084466] [INFO ] [sig       ] Generating forecast for: CHCT
[2025-10-14T23:55:27.084498] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHCT' from 'https://tdm.silogroup.org/data/derivative_storage/CHCT.csv'.
[2025-10-14T23:55:27.093590] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHCT'.
[2025-10-14T23:55:27.093872] [INFO ] [FORECASTER] Starting predict_future for CHCT
[2025-10-14T23:55:27.119746] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:27.120562] [DEBUG] [LOCAL     ] No optimal features file found for CHCT: ./output/feature-sets/CHCT.txt
[2025-10-14T23:55:27.120617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:27.120678] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:27.120726] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:27.120803] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:27.138426] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:27.139037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:27.139120] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:27.139156] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:27.176435] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:27.176549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:27.176587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:27.176616] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:27.180046] [DEBUG] [FORECASTER] CHCT: Forecast T+1@11:T+2@11: UP (p=94.03%)
[2025-10-14T23:55:27.180336] [INFO ] [FORECASTER] Completed predict_future for CHCT
[2025-10-14T23:55:27.180500] [INFO ] [sig       ] CHCT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:27.322290] [INFO ] [LOCAL     ] Saved forecast: CHCT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CHCT.txt
[2025-10-14T23:55:27.322538] [INFO ] [sig       ] [367/1812] Completed CHCT in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:27.322581] [INFO ] [sig       ] [368/1812] Forecasting CHD...
[2025-10-14T23:55:27.322611] [INFO ] [sig       ] Generating forecast for: CHD
[2025-10-14T23:55:27.322676] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHD' from 'https://tdm.silogroup.org/data/derivative_storage/CHD.csv'.
[2025-10-14T23:55:27.331325] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHD'.
[2025-10-14T23:55:27.331607] [INFO ] [FORECASTER] Starting predict_future for CHD
[2025-10-14T23:55:27.356572] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:27.357282] [DEBUG] [LOCAL     ] No optimal features file found for CHD: ./output/feature-sets/CHD.txt
[2025-10-14T23:55:27.357336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:27.357368] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:27.357396] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:27.357452] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:27.374797] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:27.375335] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:27.375413] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:27.375450] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:27.408407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:27.408503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:27.408540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:27.408569] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:27.411845] [DEBUG] [FORECASTER] CHD: Forecast T+1@11:T+2@11: UP (p=79.89%)
[2025-10-14T23:55:27.412098] [INFO ] [FORECASTER] Completed predict_future for CHD
[2025-10-14T23:55:27.412225] [INFO ] [sig       ] CHD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:27.555589] [INFO ] [LOCAL     ] Saved forecast: CHD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CHD.txt
[2025-10-14T23:55:27.555865] [INFO ] [sig       ] [368/1812] Completed CHD in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:27.555919] [INFO ] [sig       ] [369/1812] Forecasting CHE...
[2025-10-14T23:55:27.555951] [INFO ] [sig       ] Generating forecast for: CHE
[2025-10-14T23:55:27.555983] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHE' from 'https://tdm.silogroup.org/data/derivative_storage/CHE.csv'.
[2025-10-14T23:55:27.565260] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHE'.
[2025-10-14T23:55:27.565563] [INFO ] [FORECASTER] Starting predict_future for CHE
[2025-10-14T23:55:27.590712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:27.591389] [DEBUG] [LOCAL     ] No optimal features file found for CHE: ./output/feature-sets/CHE.txt
[2025-10-14T23:55:27.591442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:27.591474] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:27.591501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:27.591559] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:27.609187] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:27.609829] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:27.609910] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:27.609943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:27.642006] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:27.642110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:27.642148] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:27.642177] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:27.645328] [DEBUG] [FORECASTER] CHE: Forecast T+1@11:T+2@11: UP (p=95.63%)
[2025-10-14T23:55:27.645583] [INFO ] [FORECASTER] Completed predict_future for CHE
[2025-10-14T23:55:27.645746] [INFO ] [sig       ] CHE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:27.797352] [INFO ] [LOCAL     ] Saved forecast: CHE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CHE.txt
[2025-10-14T23:55:27.797781] [INFO ] [sig       ] [369/1812] Completed CHE in 0.2s | 4.25 sym/s | Total: 1.4m | ETA: 5.7m
[2025-10-14T23:55:27.797861] [INFO ] [sig       ] [370/1812] Forecasting CHGG...
[2025-10-14T23:55:27.797933] [INFO ] [sig       ] Generating forecast for: CHGG
[2025-10-14T23:55:27.798000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHGG' from 'https://tdm.silogroup.org/data/derivative_storage/CHGG.csv'.
[2025-10-14T23:55:27.807448] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHGG'.
[2025-10-14T23:55:27.807790] [INFO ] [FORECASTER] Starting predict_future for CHGG
[2025-10-14T23:55:27.832980] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:27.833636] [DEBUG] [LOCAL     ] No optimal features file found for CHGG: ./output/feature-sets/CHGG.txt
[2025-10-14T23:55:27.833717] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:27.833752] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:27.833780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:27.833837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:27.851116] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:27.851685] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:27.851772] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:27.851805] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:27.883098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:27.883188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:27.883223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:27.883252] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:27.886255] [DEBUG] [FORECASTER] CHGG: Forecast T+1@11:T+2@11: DOWN (p=9.29%)
[2025-10-14T23:55:27.886509] [INFO ] [FORECASTER] Completed predict_future for CHGG
[2025-10-14T23:55:27.886637] [INFO ] [sig       ] CHGG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:28.026158] [INFO ] [LOCAL     ] Saved forecast: CHGG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CHGG.txt
[2025-10-14T23:55:28.026405] [INFO ] [sig       ] [370/1812] Completed CHGG in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-14T23:55:28.026450] [INFO ] [sig       ] [371/1812] Forecasting CHH...
[2025-10-14T23:55:28.026482] [INFO ] [sig       ] Generating forecast for: CHH
[2025-10-14T23:55:28.026516] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHH' from 'https://tdm.silogroup.org/data/derivative_storage/CHH.csv'.
[2025-10-14T23:55:28.035352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHH'.
[2025-10-14T23:55:28.035662] [INFO ] [FORECASTER] Starting predict_future for CHH
[2025-10-14T23:55:28.060730] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:28.061413] [DEBUG] [LOCAL     ] No optimal features file found for CHH: ./output/feature-sets/CHH.txt
[2025-10-14T23:55:28.061468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:28.061504] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:28.061532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:28.061591] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:28.078540] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:28.079120] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:28.079201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:28.079236] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:28.109313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:28.109456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:28.109495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:28.109544] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:28.112883] [DEBUG] [FORECASTER] CHH: Forecast T+1@11:T+2@11: DOWN (p=2.37%)
[2025-10-14T23:55:28.113146] [INFO ] [FORECASTER] Completed predict_future for CHH
[2025-10-14T23:55:28.113279] [INFO ] [sig       ] CHH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:28.256105] [INFO ] [LOCAL     ] Saved forecast: CHH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CHH.txt
[2025-10-14T23:55:28.256408] [INFO ] [sig       ] [371/1812] Completed CHH in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-14T23:55:28.256452] [INFO ] [sig       ] [372/1812] Forecasting CHMI...
[2025-10-14T23:55:28.256483] [INFO ] [sig       ] Generating forecast for: CHMI
[2025-10-14T23:55:28.256515] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHMI' from 'https://tdm.silogroup.org/data/derivative_storage/CHMI.csv'.
[2025-10-14T23:55:28.265514] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHMI'.
[2025-10-14T23:55:28.265842] [INFO ] [FORECASTER] Starting predict_future for CHMI
[2025-10-14T23:55:28.292053] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:28.292832] [DEBUG] [LOCAL     ] No optimal features file found for CHMI: ./output/feature-sets/CHMI.txt
[2025-10-14T23:55:28.292889] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:28.292923] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:28.292975] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:28.293097] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:28.312014] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:28.312696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:28.312786] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:28.312822] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:28.351950] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:28.352107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:28.352150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:28.352181] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:28.355757] [DEBUG] [FORECASTER] CHMI: Forecast T+1@11:T+2@11: DOWN (p=10.40%)
[2025-10-14T23:55:28.356032] [INFO ] [FORECASTER] Completed predict_future for CHMI
[2025-10-14T23:55:28.356170] [INFO ] [sig       ] CHMI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:28.495284] [INFO ] [LOCAL     ] Saved forecast: CHMI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CHMI.txt
[2025-10-14T23:55:28.495523] [INFO ] [sig       ] [372/1812] Completed CHMI in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-14T23:55:28.495564] [INFO ] [sig       ] [373/1812] Forecasting CHT...
[2025-10-14T23:55:28.495613] [INFO ] [sig       ] Generating forecast for: CHT
[2025-10-14T23:55:28.495699] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHT' from 'https://tdm.silogroup.org/data/derivative_storage/CHT.csv'.
[2025-10-14T23:55:28.504300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHT'.
[2025-10-14T23:55:28.504573] [INFO ] [FORECASTER] Starting predict_future for CHT
[2025-10-14T23:55:28.529484] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:28.530183] [DEBUG] [LOCAL     ] No optimal features file found for CHT: ./output/feature-sets/CHT.txt
[2025-10-14T23:55:28.530236] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:28.530268] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:28.530296] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:28.530368] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:28.547164] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:28.547725] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:28.547804] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:28.547838] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:28.580918] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:28.581011] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:28.581047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:28.581076] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:28.584136] [DEBUG] [FORECASTER] CHT: Forecast T+1@11:T+2@11: UP (p=84.34%)
[2025-10-14T23:55:28.584389] [INFO ] [FORECASTER] Completed predict_future for CHT
[2025-10-14T23:55:28.584517] [INFO ] [sig       ] CHT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:28.721119] [INFO ] [LOCAL     ] Saved forecast: CHT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CHT.txt
[2025-10-14T23:55:28.721329] [INFO ] [sig       ] [373/1812] Completed CHT in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:28.721371] [INFO ] [sig       ] [374/1812] Forecasting CHWY...
[2025-10-14T23:55:28.721401] [INFO ] [sig       ] Generating forecast for: CHWY
[2025-10-14T23:55:28.721431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHWY' from 'https://tdm.silogroup.org/data/derivative_storage/CHWY.csv'.
[2025-10-14T23:55:28.729585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHWY'.
[2025-10-14T23:55:28.729888] [INFO ] [FORECASTER] Starting predict_future for CHWY
[2025-10-14T23:55:28.754431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:28.755156] [DEBUG] [LOCAL     ] No optimal features file found for CHWY: ./output/feature-sets/CHWY.txt
[2025-10-14T23:55:28.755210] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:28.755243] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:28.755278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:28.755334] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:28.772153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:28.772704] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:28.772783] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:28.772816] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:28.807881] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:28.807981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:28.808018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:28.808047] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:28.811225] [DEBUG] [FORECASTER] CHWY: Forecast T+1@11:T+2@11: UP (p=51.80%)
[2025-10-14T23:55:28.811484] [INFO ] [FORECASTER] Completed predict_future for CHWY
[2025-10-14T23:55:28.811612] [INFO ] [sig       ] CHWY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:28.949152] [INFO ] [LOCAL     ] Saved forecast: CHWY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CHWY.txt
[2025-10-14T23:55:28.949383] [INFO ] [sig       ] [374/1812] Completed CHWY in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:28.949426] [INFO ] [sig       ] [375/1812] Forecasting CI...
[2025-10-14T23:55:28.949456] [INFO ] [sig       ] Generating forecast for: CI
[2025-10-14T23:55:28.949488] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CI' from 'https://tdm.silogroup.org/data/derivative_storage/CI.csv'.
[2025-10-14T23:55:28.957254] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CI'.
[2025-10-14T23:55:28.957513] [INFO ] [FORECASTER] Starting predict_future for CI
[2025-10-14T23:55:28.981957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:28.982661] [DEBUG] [LOCAL     ] No optimal features file found for CI: ./output/feature-sets/CI.txt
[2025-10-14T23:55:28.982721] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:28.982754] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:28.982781] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:28.982837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:28.999807] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:29.000357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:29.000439] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:29.000472] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:29.035831] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:29.035920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:29.036367] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:29.036406] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:29.040777] [DEBUG] [FORECASTER] CI: Forecast T+1@11:T+2@11: DOWN (p=2.06%)
[2025-10-14T23:55:29.041038] [INFO ] [FORECASTER] Completed predict_future for CI
[2025-10-14T23:55:29.041163] [INFO ] [sig       ] CI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:29.178213] [INFO ] [LOCAL     ] Saved forecast: CI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CI.txt
[2025-10-14T23:55:29.178425] [INFO ] [sig       ] [375/1812] Completed CI in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:29.178468] [INFO ] [sig       ] [376/1812] Forecasting CIA...
[2025-10-14T23:55:29.178499] [INFO ] [sig       ] Generating forecast for: CIA
[2025-10-14T23:55:29.178530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIA' from 'https://tdm.silogroup.org/data/derivative_storage/CIA.csv'.
[2025-10-14T23:55:29.187370] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIA'.
[2025-10-14T23:55:29.187773] [INFO ] [FORECASTER] Starting predict_future for CIA
[2025-10-14T23:55:29.212822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:29.213573] [DEBUG] [LOCAL     ] No optimal features file found for CIA: ./output/feature-sets/CIA.txt
[2025-10-14T23:55:29.213626] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:29.213695] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:29.213737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:29.213795] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:29.230968] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:29.231701] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:29.231788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:29.231821] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:29.266185] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:29.266369] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:29.266412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:29.266441] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:29.270014] [DEBUG] [FORECASTER] CIA: Forecast T+1@11:T+2@11: UP (p=94.20%)
[2025-10-14T23:55:29.270295] [INFO ] [FORECASTER] Completed predict_future for CIA
[2025-10-14T23:55:29.270437] [INFO ] [sig       ] CIA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:29.408476] [INFO ] [LOCAL     ] Saved forecast: CIA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CIA.txt
[2025-10-14T23:55:29.408716] [INFO ] [sig       ] [376/1812] Completed CIA in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:29.408786] [INFO ] [sig       ] [377/1812] Forecasting CIB...
[2025-10-14T23:55:29.408820] [INFO ] [sig       ] Generating forecast for: CIB
[2025-10-14T23:55:29.408851] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIB' from 'https://tdm.silogroup.org/data/derivative_storage/CIB.csv'.
[2025-10-14T23:55:29.417881] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIB'.
[2025-10-14T23:55:29.418241] [INFO ] [FORECASTER] Starting predict_future for CIB
[2025-10-14T23:55:29.442969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:29.443693] [DEBUG] [LOCAL     ] No optimal features file found for CIB: ./output/feature-sets/CIB.txt
[2025-10-14T23:55:29.443751] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:29.443784] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:29.443812] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:29.443868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:29.461005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:29.461535] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:29.461612] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:29.461672] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:29.500355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:29.500541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:29.500582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:29.500612] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:29.504175] [DEBUG] [FORECASTER] CIB: Forecast T+1@11:T+2@11: DOWN (p=5.45%)
[2025-10-14T23:55:29.504446] [INFO ] [FORECASTER] Completed predict_future for CIB
[2025-10-14T23:55:29.504588] [INFO ] [sig       ] CIB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:29.644337] [INFO ] [LOCAL     ] Saved forecast: CIB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CIB.txt
[2025-10-14T23:55:29.644611] [INFO ] [sig       ] [377/1812] Completed CIB in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:29.644681] [INFO ] [sig       ] [378/1812] Forecasting CIEN...
[2025-10-14T23:55:29.644731] [INFO ] [sig       ] Generating forecast for: CIEN
[2025-10-14T23:55:29.644765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIEN' from 'https://tdm.silogroup.org/data/derivative_storage/CIEN.csv'.
[2025-10-14T23:55:29.653536] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIEN'.
[2025-10-14T23:55:29.653844] [INFO ] [FORECASTER] Starting predict_future for CIEN
[2025-10-14T23:55:29.678319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:29.679031] [DEBUG] [LOCAL     ] No optimal features file found for CIEN: ./output/feature-sets/CIEN.txt
[2025-10-14T23:55:29.679085] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:29.679117] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:29.679145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:29.679202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:29.696281] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:29.696851] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:29.696930] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:29.696963] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:29.731255] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:29.731353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:29.731389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:29.731440] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:29.734545] [DEBUG] [FORECASTER] CIEN: Forecast T+1@11:T+2@11: UP (p=89.76%)
[2025-10-14T23:55:29.734853] [INFO ] [FORECASTER] Completed predict_future for CIEN
[2025-10-14T23:55:29.734992] [INFO ] [sig       ] CIEN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:29.874007] [INFO ] [LOCAL     ] Saved forecast: CIEN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CIEN.txt
[2025-10-14T23:55:29.874279] [INFO ] [sig       ] [378/1812] Completed CIEN in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:29.874327] [INFO ] [sig       ] [379/1812] Forecasting CIF...
[2025-10-14T23:55:29.874358] [INFO ] [sig       ] Generating forecast for: CIF
[2025-10-14T23:55:29.874389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIF' from 'https://tdm.silogroup.org/data/derivative_storage/CIF.csv'.
[2025-10-14T23:55:29.882393] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIF'.
[2025-10-14T23:55:29.882712] [INFO ] [FORECASTER] Starting predict_future for CIF
[2025-10-14T23:55:29.907133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:29.907852] [DEBUG] [LOCAL     ] No optimal features file found for CIF: ./output/feature-sets/CIF.txt
[2025-10-14T23:55:29.907907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:29.907940] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:29.907968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:29.908024] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:29.924817] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:29.925348] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:29.925425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:29.925459] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:29.959222] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:29.959406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:29.959450] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:29.959480] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:29.963111] [DEBUG] [FORECASTER] CIF: Forecast T+1@11:T+2@11: UP (p=54.05%)
[2025-10-14T23:55:29.963389] [INFO ] [FORECASTER] Completed predict_future for CIF
[2025-10-14T23:55:29.963533] [INFO ] [sig       ] CIF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:30.103399] [INFO ] [LOCAL     ] Saved forecast: CIF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CIF.txt
[2025-10-14T23:55:30.103689] [INFO ] [sig       ] [379/1812] Completed CIF in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:30.103750] [INFO ] [sig       ] [380/1812] Forecasting CIG...
[2025-10-14T23:55:30.103783] [INFO ] [sig       ] Generating forecast for: CIG
[2025-10-14T23:55:30.103815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIG' from 'https://tdm.silogroup.org/data/derivative_storage/CIG.csv'.
[2025-10-14T23:55:30.112815] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIG'.
[2025-10-14T23:55:30.113166] [INFO ] [FORECASTER] Starting predict_future for CIG
[2025-10-14T23:55:30.138302] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:30.139067] [DEBUG] [LOCAL     ] No optimal features file found for CIG: ./output/feature-sets/CIG.txt
[2025-10-14T23:55:30.139123] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:30.139157] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:30.139186] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:30.139242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:30.156777] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:30.157572] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:30.157680] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:30.157735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:30.193973] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:30.194099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:30.194138] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:30.194167] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:30.197407] [DEBUG] [FORECASTER] CIG: Forecast T+1@11:T+2@11: UP (p=72.46%)
[2025-10-14T23:55:30.197723] [INFO ] [FORECASTER] Completed predict_future for CIG
[2025-10-14T23:55:30.197871] [INFO ] [sig       ] CIG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:30.337432] [INFO ] [LOCAL     ] Saved forecast: CIG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CIG.txt
[2025-10-14T23:55:30.337663] [INFO ] [sig       ] [380/1812] Completed CIG in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:30.337724] [INFO ] [sig       ] [381/1812] Forecasting CIM...
[2025-10-14T23:55:30.337757] [INFO ] [sig       ] Generating forecast for: CIM
[2025-10-14T23:55:30.337789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIM' from 'https://tdm.silogroup.org/data/derivative_storage/CIM.csv'.
[2025-10-14T23:55:30.349335] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIM'.
[2025-10-14T23:55:30.349732] [INFO ] [FORECASTER] Starting predict_future for CIM
[2025-10-14T23:55:30.383500] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:30.384412] [DEBUG] [LOCAL     ] No optimal features file found for CIM: ./output/feature-sets/CIM.txt
[2025-10-14T23:55:30.384475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:30.384515] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:30.384549] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:30.384629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:30.402403] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:30.402976] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:30.403055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:30.403088] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:30.435116] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:30.435249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:30.435289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:30.435318] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:30.438784] [DEBUG] [FORECASTER] CIM: Forecast T+1@11:T+2@11: DOWN (p=28.62%)
[2025-10-14T23:55:30.439054] [INFO ] [FORECASTER] Completed predict_future for CIM
[2025-10-14T23:55:30.439195] [INFO ] [sig       ] CIM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:30.577047] [INFO ] [LOCAL     ] Saved forecast: CIM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CIM.txt
[2025-10-14T23:55:30.577290] [INFO ] [sig       ] [381/1812] Completed CIM in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:30.577338] [INFO ] [sig       ] [382/1812] Forecasting CIMN...
[2025-10-14T23:55:30.577369] [INFO ] [sig       ] Generating forecast for: CIMN
[2025-10-14T23:55:30.577400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIMN' from 'https://tdm.silogroup.org/data/derivative_storage/CIMN.csv'.
[2025-10-14T23:55:30.585255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIMN'.
[2025-10-14T23:55:30.585540] [INFO ] [FORECASTER] Starting predict_future for CIMN
[2025-10-14T23:55:30.610165] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:30.610889] [DEBUG] [LOCAL     ] No optimal features file found for CIMN: ./output/feature-sets/CIMN.txt
[2025-10-14T23:55:30.610947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:30.610981] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:30.611009] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:30.611065] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:30.628330] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:30.629148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:30.629233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:30.629267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:30.662623] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:30.662728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:30.662770] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:30.662799] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:30.665824] [DEBUG] [FORECASTER] CIMN: Forecast T+1@11:T+2@11: UP (p=69.98%)
[2025-10-14T23:55:30.666076] [INFO ] [FORECASTER] Completed predict_future for CIMN
[2025-10-14T23:55:30.666210] [INFO ] [sig       ] CIMN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:30.804688] [INFO ] [LOCAL     ] Saved forecast: CIMN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CIMN.txt
[2025-10-14T23:55:30.804909] [INFO ] [sig       ] [382/1812] Completed CIMN in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:30.804952] [INFO ] [sig       ] [383/1812] Forecasting CINT...
[2025-10-14T23:55:30.804983] [INFO ] [sig       ] Generating forecast for: CINT
[2025-10-14T23:55:30.805013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CINT' from 'https://tdm.silogroup.org/data/derivative_storage/CINT.csv'.
[2025-10-14T23:55:30.813149] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CINT'.
[2025-10-14T23:55:30.813418] [INFO ] [FORECASTER] Starting predict_future for CINT
[2025-10-14T23:55:30.837908] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:30.838632] [DEBUG] [LOCAL     ] No optimal features file found for CINT: ./output/feature-sets/CINT.txt
[2025-10-14T23:55:30.838711] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:30.838748] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:30.838775] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:30.838831] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:30.855638] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:30.856236] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:30.856315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:30.856352] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:30.888822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:30.888929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:30.888965] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:30.888994] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:30.892171] [DEBUG] [FORECASTER] CINT: Forecast T+1@11:T+2@11: DOWN (p=6.71%)
[2025-10-14T23:55:30.892427] [INFO ] [FORECASTER] Completed predict_future for CINT
[2025-10-14T23:55:30.892558] [INFO ] [sig       ] CINT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:31.029287] [INFO ] [LOCAL     ] Saved forecast: CINT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CINT.txt
[2025-10-14T23:55:31.029508] [INFO ] [sig       ] [383/1812] Completed CINT in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:31.029557] [INFO ] [sig       ] [384/1812] Forecasting CIO...
[2025-10-14T23:55:31.029589] [INFO ] [sig       ] Generating forecast for: CIO
[2025-10-14T23:55:31.029622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIO' from 'https://tdm.silogroup.org/data/derivative_storage/CIO.csv'.
[2025-10-14T23:55:31.037849] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIO'.
[2025-10-14T23:55:31.038168] [INFO ] [FORECASTER] Starting predict_future for CIO
[2025-10-14T23:55:31.062748] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:31.063447] [DEBUG] [LOCAL     ] No optimal features file found for CIO: ./output/feature-sets/CIO.txt
[2025-10-14T23:55:31.063500] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:31.063533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:31.063561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:31.063618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:31.080842] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:31.081613] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:31.081724] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:31.081767] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:31.117336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:31.117512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:31.117551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:31.117580] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:31.121080] [DEBUG] [FORECASTER] CIO: Forecast T+1@11:T+2@11: DOWN (p=32.85%)
[2025-10-14T23:55:31.121364] [INFO ] [FORECASTER] Completed predict_future for CIO
[2025-10-14T23:55:31.121502] [INFO ] [sig       ] CIO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:31.259993] [INFO ] [LOCAL     ] Saved forecast: CIO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CIO.txt
[2025-10-14T23:55:31.260240] [INFO ] [sig       ] [384/1812] Completed CIO in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:31.260283] [INFO ] [sig       ] [385/1812] Forecasting CIVI...
[2025-10-14T23:55:31.260314] [INFO ] [sig       ] Generating forecast for: CIVI
[2025-10-14T23:55:31.260345] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIVI' from 'https://tdm.silogroup.org/data/derivative_storage/CIVI.csv'.
[2025-10-14T23:55:31.269149] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIVI'.
[2025-10-14T23:55:31.269480] [INFO ] [FORECASTER] Starting predict_future for CIVI
[2025-10-14T23:55:31.293851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:31.294520] [DEBUG] [LOCAL     ] No optimal features file found for CIVI: ./output/feature-sets/CIVI.txt
[2025-10-14T23:55:31.294573] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:31.294604] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:31.294703] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:31.294771] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:31.311548] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:31.312122] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:31.312200] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:31.312233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:31.344994] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:31.345082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:31.345119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:31.345165] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:31.348256] [DEBUG] [FORECASTER] CIVI: Forecast T+1@11:T+2@11: DOWN (p=9.50%)
[2025-10-14T23:55:31.348503] [INFO ] [FORECASTER] Completed predict_future for CIVI
[2025-10-14T23:55:31.348634] [INFO ] [sig       ] CIVI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:31.492209] [INFO ] [LOCAL     ] Saved forecast: CIVI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CIVI.txt
[2025-10-14T23:55:31.492489] [INFO ] [sig       ] [385/1812] Completed CIVI in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:31.492542] [INFO ] [sig       ] [386/1812] Forecasting CLB...
[2025-10-14T23:55:31.492576] [INFO ] [sig       ] Generating forecast for: CLB
[2025-10-14T23:55:31.492609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLB' from 'https://tdm.silogroup.org/data/derivative_storage/CLB.csv'.
[2025-10-14T23:55:31.500916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLB'.
[2025-10-14T23:55:31.501179] [INFO ] [FORECASTER] Starting predict_future for CLB
[2025-10-14T23:55:31.525503] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:31.526222] [DEBUG] [LOCAL     ] No optimal features file found for CLB: ./output/feature-sets/CLB.txt
[2025-10-14T23:55:31.526275] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:31.526307] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:31.526336] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:31.526392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:31.543932] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:31.544475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:31.544554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:31.544589] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:31.580918] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:31.581018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:31.581056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:31.581088] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:31.584353] [DEBUG] [FORECASTER] CLB: Forecast T+1@11:T+2@11: UP (p=76.23%)
[2025-10-14T23:55:31.584614] [INFO ] [FORECASTER] Completed predict_future for CLB
[2025-10-14T23:55:31.584785] [INFO ] [sig       ] CLB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:31.722891] [INFO ] [LOCAL     ] Saved forecast: CLB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CLB.txt
[2025-10-14T23:55:31.723087] [INFO ] [sig       ] [386/1812] Completed CLB in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:31.723129] [INFO ] [sig       ] [387/1812] Forecasting CLDT...
[2025-10-14T23:55:31.723160] [INFO ] [sig       ] Generating forecast for: CLDT
[2025-10-14T23:55:31.723191] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLDT' from 'https://tdm.silogroup.org/data/derivative_storage/CLDT.csv'.
[2025-10-14T23:55:31.731032] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLDT'.
[2025-10-14T23:55:31.731287] [INFO ] [FORECASTER] Starting predict_future for CLDT
[2025-10-14T23:55:31.755694] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:31.756358] [DEBUG] [LOCAL     ] No optimal features file found for CLDT: ./output/feature-sets/CLDT.txt
[2025-10-14T23:55:31.756412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:31.756444] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:31.756471] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:31.756527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:31.773292] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:31.773846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:31.773924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:31.773956] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:31.814930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:31.815013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:31.815048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:31.815076] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:31.818266] [DEBUG] [FORECASTER] CLDT: Forecast T+1@11:T+2@11: DOWN (p=8.32%)
[2025-10-14T23:55:31.818514] [INFO ] [FORECASTER] Completed predict_future for CLDT
[2025-10-14T23:55:31.818664] [INFO ] [sig       ] CLDT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:31.957193] [INFO ] [LOCAL     ] Saved forecast: CLDT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CLDT.txt
[2025-10-14T23:55:31.957400] [INFO ] [sig       ] [387/1812] Completed CLDT in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:31.957441] [INFO ] [sig       ] [388/1812] Forecasting CLS...
[2025-10-14T23:55:31.957473] [INFO ] [sig       ] Generating forecast for: CLS
[2025-10-14T23:55:31.957504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLS' from 'https://tdm.silogroup.org/data/derivative_storage/CLS.csv'.
[2025-10-14T23:55:31.967724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLS'.
[2025-10-14T23:55:31.968314] [INFO ] [FORECASTER] Starting predict_future for CLS
[2025-10-14T23:55:32.002444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:32.003270] [DEBUG] [LOCAL     ] No optimal features file found for CLS: ./output/feature-sets/CLS.txt
[2025-10-14T23:55:32.003327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:32.003363] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:32.003393] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:32.003451] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:32.020836] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:32.021518] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:32.021601] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:32.021637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:32.058636] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:32.058779] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:32.058819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:32.058848] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:32.064905] [DEBUG] [FORECASTER] CLS: Forecast T+1@11:T+2@11: DOWN (p=0.65%)
[2025-10-14T23:55:32.065169] [INFO ] [FORECASTER] Completed predict_future for CLS
[2025-10-14T23:55:32.065305] [INFO ] [sig       ] CLS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:32.209984] [INFO ] [LOCAL     ] Saved forecast: CLS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CLS.txt
[2025-10-14T23:55:32.210225] [INFO ] [sig       ] [388/1812] Completed CLS in 0.3s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:32.210268] [INFO ] [sig       ] [389/1812] Forecasting CLVT...
[2025-10-14T23:55:32.210299] [INFO ] [sig       ] Generating forecast for: CLVT
[2025-10-14T23:55:32.210330] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLVT' from 'https://tdm.silogroup.org/data/derivative_storage/CLVT.csv'.
[2025-10-14T23:55:32.218889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLVT'.
[2025-10-14T23:55:32.219232] [INFO ] [FORECASTER] Starting predict_future for CLVT
[2025-10-14T23:55:32.245263] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:32.246225] [DEBUG] [LOCAL     ] No optimal features file found for CLVT: ./output/feature-sets/CLVT.txt
[2025-10-14T23:55:32.246289] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:32.246325] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:32.246354] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:32.246411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:32.264832] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:32.265777] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:32.265862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:32.265897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:32.301458] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:32.301626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:32.301705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:32.301748] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:32.305154] [DEBUG] [FORECASTER] CLVT: Forecast T+1@11:T+2@11: DOWN (p=48.71%)
[2025-10-14T23:55:32.305438] [INFO ] [FORECASTER] Completed predict_future for CLVT
[2025-10-14T23:55:32.305583] [INFO ] [sig       ] CLVT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:32.447218] [INFO ] [LOCAL     ] Saved forecast: CLVT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CLVT.txt
[2025-10-14T23:55:32.447436] [INFO ] [sig       ] [389/1812] Completed CLVT in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:32.447478] [INFO ] [sig       ] [390/1812] Forecasting CLW...
[2025-10-14T23:55:32.447510] [INFO ] [sig       ] Generating forecast for: CLW
[2025-10-14T23:55:32.447541] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLW' from 'https://tdm.silogroup.org/data/derivative_storage/CLW.csv'.
[2025-10-14T23:55:32.456600] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLW'.
[2025-10-14T23:55:32.456996] [INFO ] [FORECASTER] Starting predict_future for CLW
[2025-10-14T23:55:32.482043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:32.482765] [DEBUG] [LOCAL     ] No optimal features file found for CLW: ./output/feature-sets/CLW.txt
[2025-10-14T23:55:32.482820] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:32.482853] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:32.482881] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:32.482937] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:32.500476] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:32.501053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:32.501133] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:32.501169] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:32.534536] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:32.534681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:32.534738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:32.534772] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:32.538287] [DEBUG] [FORECASTER] CLW: Forecast T+1@11:T+2@11: DOWN (p=40.35%)
[2025-10-14T23:55:32.538588] [INFO ] [FORECASTER] Completed predict_future for CLW
[2025-10-14T23:55:32.538764] [INFO ] [sig       ] CLW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:32.679040] [INFO ] [LOCAL     ] Saved forecast: CLW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CLW.txt
[2025-10-14T23:55:32.679274] [INFO ] [sig       ] [390/1812] Completed CLW in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:32.679323] [INFO ] [sig       ] [391/1812] Forecasting CLX...
[2025-10-14T23:55:32.679355] [INFO ] [sig       ] Generating forecast for: CLX
[2025-10-14T23:55:32.679387] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLX' from 'https://tdm.silogroup.org/data/derivative_storage/CLX.csv'.
[2025-10-14T23:55:32.688729] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLX'.
[2025-10-14T23:55:32.689101] [INFO ] [FORECASTER] Starting predict_future for CLX
[2025-10-14T23:55:32.713680] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:32.714347] [DEBUG] [LOCAL     ] No optimal features file found for CLX: ./output/feature-sets/CLX.txt
[2025-10-14T23:55:32.714399] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:32.714431] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:32.714459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:32.714515] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:32.731410] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:32.731985] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:32.732067] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:32.732100] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:32.769357] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:32.769562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:32.769611] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:32.769666] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:32.773096] [DEBUG] [FORECASTER] CLX: Forecast T+1@11:T+2@11: UP (p=81.58%)
[2025-10-14T23:55:32.773380] [INFO ] [FORECASTER] Completed predict_future for CLX
[2025-10-14T23:55:32.773524] [INFO ] [sig       ] CLX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:32.911938] [INFO ] [LOCAL     ] Saved forecast: CLX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CLX.txt
[2025-10-14T23:55:32.912191] [INFO ] [sig       ] [391/1812] Completed CLX in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:32.912236] [INFO ] [sig       ] [392/1812] Forecasting CM...
[2025-10-14T23:55:32.912267] [INFO ] [sig       ] Generating forecast for: CM
[2025-10-14T23:55:32.912299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CM' from 'https://tdm.silogroup.org/data/derivative_storage/CM.csv'.
[2025-10-14T23:55:32.921346] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CM'.
[2025-10-14T23:55:32.921758] [INFO ] [FORECASTER] Starting predict_future for CM
[2025-10-14T23:55:32.947718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:32.948552] [DEBUG] [LOCAL     ] No optimal features file found for CM: ./output/feature-sets/CM.txt
[2025-10-14T23:55:32.948610] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:32.948664] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:32.948719] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:32.948780] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:32.966059] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:32.966836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:32.966923] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:32.966958] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:33.002911] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:33.003077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:33.003119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:33.003171] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:33.006720] [DEBUG] [FORECASTER] CM: Forecast T+1@11:T+2@11: DOWN (p=4.07%)
[2025-10-14T23:55:33.006995] [INFO ] [FORECASTER] Completed predict_future for CM
[2025-10-14T23:55:33.007133] [INFO ] [sig       ] CM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:33.151223] [INFO ] [LOCAL     ] Saved forecast: CM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CM.txt
[2025-10-14T23:55:33.151547] [INFO ] [sig       ] [392/1812] Completed CM in 0.2s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:33.151620] [INFO ] [sig       ] [393/1812] Forecasting CMBT...
[2025-10-14T23:55:33.151703] [INFO ] [sig       ] Generating forecast for: CMBT
[2025-10-14T23:55:33.151759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMBT' from 'https://tdm.silogroup.org/data/derivative_storage/CMBT.csv'.
[2025-10-14T23:55:33.160855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMBT'.
[2025-10-14T23:55:33.161223] [INFO ] [FORECASTER] Starting predict_future for CMBT
[2025-10-14T23:55:33.187420] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:33.188317] [DEBUG] [LOCAL     ] No optimal features file found for CMBT: ./output/feature-sets/CMBT.txt
[2025-10-14T23:55:33.188377] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:33.188413] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:33.188443] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:33.188500] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:33.208196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:33.209080] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:33.209172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:33.209208] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:33.248614] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:33.248816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:33.248864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:33.248894] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:33.252475] [DEBUG] [FORECASTER] CMBT: Forecast T+1@11:T+2@11: UP (p=97.93%)
[2025-10-14T23:55:33.252869] [INFO ] [FORECASTER] Completed predict_future for CMBT
[2025-10-14T23:55:33.253036] [INFO ] [sig       ] CMBT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:33.413802] [INFO ] [LOCAL     ] Saved forecast: CMBT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMBT.txt
[2025-10-14T23:55:33.414054] [INFO ] [sig       ] [393/1812] Completed CMBT in 0.3s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:33.414099] [INFO ] [sig       ] [394/1812] Forecasting CMC...
[2025-10-14T23:55:33.414131] [INFO ] [sig       ] Generating forecast for: CMC
[2025-10-14T23:55:33.414163] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMC' from 'https://tdm.silogroup.org/data/derivative_storage/CMC.csv'.
[2025-10-14T23:55:33.422807] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMC'.
[2025-10-14T23:55:33.423074] [INFO ] [FORECASTER] Starting predict_future for CMC
[2025-10-14T23:55:33.453637] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:33.454672] [DEBUG] [LOCAL     ] No optimal features file found for CMC: ./output/feature-sets/CMC.txt
[2025-10-14T23:55:33.454745] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:33.454789] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:33.454827] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:33.454909] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:33.476168] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:33.476909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:33.476989] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:33.477024] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:33.511632] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:33.511739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:33.511777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:33.511806] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:33.514870] [DEBUG] [FORECASTER] CMC: Forecast T+1@11:T+2@11: DOWN (p=39.93%)
[2025-10-14T23:55:33.515120] [INFO ] [FORECASTER] Completed predict_future for CMC
[2025-10-14T23:55:33.515248] [INFO ] [sig       ] CMC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:33.669792] [INFO ] [LOCAL     ] Saved forecast: CMC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMC.txt
[2025-10-14T23:55:33.670050] [INFO ] [sig       ] [394/1812] Completed CMC in 0.3s | 4.25 sym/s | Total: 1.5m | ETA: 5.6m
[2025-10-14T23:55:33.670096] [INFO ] [sig       ] [395/1812] Forecasting CMCM...
[2025-10-14T23:55:33.670127] [INFO ] [sig       ] Generating forecast for: CMCM
[2025-10-14T23:55:33.670159] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMCM' from 'https://tdm.silogroup.org/data/derivative_storage/CMCM.csv'.
[2025-10-14T23:55:33.679303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMCM'.
[2025-10-14T23:55:33.679811] [INFO ] [FORECASTER] Starting predict_future for CMCM
[2025-10-14T23:55:33.709566] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:33.710450] [DEBUG] [LOCAL     ] No optimal features file found for CMCM: ./output/feature-sets/CMCM.txt
[2025-10-14T23:55:33.710507] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:33.710540] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:33.710567] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:33.710666] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:33.730887] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:33.731687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:33.731776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:33.731810] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:33.770035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:33.770431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:33.770488] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:33.770519] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:33.776038] [DEBUG] [FORECASTER] CMCM: Forecast T+1@11:T+2@11: DOWN (p=6.78%)
[2025-10-14T23:55:33.776504] [INFO ] [FORECASTER] Completed predict_future for CMCM
[2025-10-14T23:55:33.776702] [INFO ] [sig       ] CMCM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:33.964220] [INFO ] [LOCAL     ] Saved forecast: CMCM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMCM.txt
[2025-10-14T23:55:33.964544] [INFO ] [sig       ] [395/1812] Completed CMCM in 0.3s | 4.24 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:33.964600] [INFO ] [sig       ] [396/1812] Forecasting CMG...
[2025-10-14T23:55:33.964634] [INFO ] [sig       ] Generating forecast for: CMG
[2025-10-14T23:55:33.964708] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMG' from 'https://tdm.silogroup.org/data/derivative_storage/CMG.csv'.
[2025-10-14T23:55:33.976301] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CMG'.
[2025-10-14T23:55:33.976848] [INFO ] [FORECASTER] Starting predict_future for CMG
[2025-10-14T23:55:34.011178] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:34.012034] [DEBUG] [LOCAL     ] No optimal features file found for CMG: ./output/feature-sets/CMG.txt
[2025-10-14T23:55:34.012090] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:34.012125] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:34.012154] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:34.012211] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:34.029866] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:34.030728] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:34.030818] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:34.030854] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:34.062283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:34.062477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:34.062522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:34.062555] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:34.066744] [DEBUG] [FORECASTER] CMG: Forecast T+1@11:T+2@11: UP (p=62.12%)
[2025-10-14T23:55:34.067117] [INFO ] [FORECASTER] Completed predict_future for CMG
[2025-10-14T23:55:34.067273] [INFO ] [sig       ] CMG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:34.252973] [INFO ] [LOCAL     ] Saved forecast: CMG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMG.txt
[2025-10-14T23:55:34.253353] [INFO ] [sig       ] [396/1812] Completed CMG in 0.3s | 4.24 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:34.253426] [INFO ] [sig       ] [397/1812] Forecasting CMI...
[2025-10-14T23:55:34.253485] [INFO ] [sig       ] Generating forecast for: CMI
[2025-10-14T23:55:34.253540] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMI' from 'https://tdm.silogroup.org/data/derivative_storage/CMI.csv'.
[2025-10-14T23:55:34.265551] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMI'.
[2025-10-14T23:55:34.266151] [INFO ] [FORECASTER] Starting predict_future for CMI
[2025-10-14T23:55:34.305216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:34.306427] [DEBUG] [LOCAL     ] No optimal features file found for CMI: ./output/feature-sets/CMI.txt
[2025-10-14T23:55:34.306529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:34.306569] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:34.306609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:34.306720] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:34.333407] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:34.334434] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:34.334532] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:34.334568] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:34.380771] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:34.380957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:34.381001] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:34.381034] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:34.386242] [DEBUG] [FORECASTER] CMI: Forecast T+1@11:T+2@11: UP (p=92.78%)
[2025-10-14T23:55:34.386768] [INFO ] [FORECASTER] Completed predict_future for CMI
[2025-10-14T23:55:34.386984] [INFO ] [sig       ] CMI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:34.578674] [INFO ] [LOCAL     ] Saved forecast: CMI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMI.txt
[2025-10-14T23:55:34.579061] [INFO ] [sig       ] [397/1812] Completed CMI in 0.3s | 4.24 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:34.579123] [INFO ] [sig       ] [398/1812] Forecasting CMP...
[2025-10-14T23:55:34.579176] [INFO ] [sig       ] Generating forecast for: CMP
[2025-10-14T23:55:34.579221] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMP' from 'https://tdm.silogroup.org/data/derivative_storage/CMP.csv'.
[2025-10-14T23:55:34.591041] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMP'.
[2025-10-14T23:55:34.591542] [INFO ] [FORECASTER] Starting predict_future for CMP
[2025-10-14T23:55:34.630736] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:34.632113] [DEBUG] [LOCAL     ] No optimal features file found for CMP: ./output/feature-sets/CMP.txt
[2025-10-14T23:55:34.632214] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:34.632326] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:34.632377] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:34.632463] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:34.657508] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:34.658762] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:34.658876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:34.658930] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:34.710025] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:34.710227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:34.710282] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:34.710323] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:34.715418] [DEBUG] [FORECASTER] CMP: Forecast T+1@11:T+2@11: DOWN (p=10.62%)
[2025-10-14T23:55:34.715911] [INFO ] [FORECASTER] Completed predict_future for CMP
[2025-10-14T23:55:34.716111] [INFO ] [sig       ] CMP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:34.881405] [INFO ] [LOCAL     ] Saved forecast: CMP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMP.txt
[2025-10-14T23:55:34.881714] [INFO ] [sig       ] [398/1812] Completed CMP in 0.3s | 4.24 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:34.881791] [INFO ] [sig       ] [399/1812] Forecasting CMPO...
[2025-10-14T23:55:34.881835] [INFO ] [sig       ] Generating forecast for: CMPO
[2025-10-14T23:55:34.881869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMPO' from 'https://tdm.silogroup.org/data/derivative_storage/CMPO.csv'.
[2025-10-14T23:55:34.891589] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMPO'.
[2025-10-14T23:55:34.892037] [INFO ] [FORECASTER] Starting predict_future for CMPO
[2025-10-14T23:55:34.919359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:34.920247] [DEBUG] [LOCAL     ] No optimal features file found for CMPO: ./output/feature-sets/CMPO.txt
[2025-10-14T23:55:34.920304] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:34.920339] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:34.920369] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:34.920427] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:34.938622] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:34.939430] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:34.939516] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:34.939551] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:34.987046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:34.987229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:34.987272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:34.987303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:34.991167] [DEBUG] [FORECASTER] CMPO: Forecast T+1@11:T+2@11: DOWN (p=1.41%)
[2025-10-14T23:55:34.991495] [INFO ] [FORECASTER] Completed predict_future for CMPO
[2025-10-14T23:55:34.991683] [INFO ] [sig       ] CMPO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:35.146611] [INFO ] [LOCAL     ] Saved forecast: CMPO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMPO.txt
[2025-10-14T23:55:35.146933] [INFO ] [sig       ] [399/1812] Completed CMPO in 0.3s | 4.23 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:35.146981] [INFO ] [sig       ] [400/1812] Forecasting CMRE...
[2025-10-14T23:55:35.147015] [INFO ] [sig       ] Generating forecast for: CMRE
[2025-10-14T23:55:35.147046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMRE' from 'https://tdm.silogroup.org/data/derivative_storage/CMRE.csv'.
[2025-10-14T23:55:35.156932] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMRE'.
[2025-10-14T23:55:35.157270] [INFO ] [FORECASTER] Starting predict_future for CMRE
[2025-10-14T23:55:35.184565] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:35.185387] [DEBUG] [LOCAL     ] No optimal features file found for CMRE: ./output/feature-sets/CMRE.txt
[2025-10-14T23:55:35.185445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:35.185484] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:35.185553] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:35.185632] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:35.206046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:35.206870] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:35.206961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:35.207019] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:35.251983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:35.252172] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:35.252232] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:35.252265] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:35.256090] [DEBUG] [FORECASTER] CMRE: Forecast T+1@11:T+2@11: UP (p=98.21%)
[2025-10-14T23:55:35.256392] [INFO ] [FORECASTER] Completed predict_future for CMRE
[2025-10-14T23:55:35.256576] [INFO ] [sig       ] CMRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:35.397879] [INFO ] [LOCAL     ] Saved forecast: CMRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMRE.txt
[2025-10-14T23:55:35.398172] [INFO ] [sig       ] [400/1812] Completed CMRE in 0.3s | 4.23 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:35.398234] [INFO ] [sig       ] [401/1812] Forecasting CMS...
[2025-10-14T23:55:35.398267] [INFO ] [sig       ] Generating forecast for: CMS
[2025-10-14T23:55:35.398298] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMS' from 'https://tdm.silogroup.org/data/derivative_storage/CMS.csv'.
[2025-10-14T23:55:35.406922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMS'.
[2025-10-14T23:55:35.407336] [INFO ] [FORECASTER] Starting predict_future for CMS
[2025-10-14T23:55:35.433935] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:35.434810] [DEBUG] [LOCAL     ] No optimal features file found for CMS: ./output/feature-sets/CMS.txt
[2025-10-14T23:55:35.434871] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:35.434907] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:35.434936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:35.434995] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:35.452611] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:35.453446] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:35.453527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:35.453561] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:35.483840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:35.483942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:35.483981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:35.484010] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:35.487081] [DEBUG] [FORECASTER] CMS: Forecast T+1@11:T+2@11: DOWN (p=11.61%)
[2025-10-14T23:55:35.487334] [INFO ] [FORECASTER] Completed predict_future for CMS
[2025-10-14T23:55:35.487458] [INFO ] [sig       ] CMS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:35.673923] [INFO ] [LOCAL     ] Saved forecast: CMS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMS.txt
[2025-10-14T23:55:35.674112] [INFO ] [sig       ] [401/1812] Completed CMS in 0.3s | 4.23 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:35.674154] [INFO ] [sig       ] [402/1812] Forecasting CMSC...
[2025-10-14T23:55:35.674186] [INFO ] [sig       ] Generating forecast for: CMSC
[2025-10-14T23:55:35.674217] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMSC' from 'https://tdm.silogroup.org/data/derivative_storage/CMSC.csv'.
[2025-10-14T23:55:35.682140] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMSC'.
[2025-10-14T23:55:35.682400] [INFO ] [FORECASTER] Starting predict_future for CMSC
[2025-10-14T23:55:35.707270] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:35.708046] [DEBUG] [LOCAL     ] No optimal features file found for CMSC: ./output/feature-sets/CMSC.txt
[2025-10-14T23:55:35.708127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:35.708165] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:35.708194] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:35.708253] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:35.725550] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:35.726122] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:35.726200] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:35.726234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:35.754993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:35.755082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:35.755119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:35.755149] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:35.758296] [DEBUG] [FORECASTER] CMSC: Forecast T+1@11:T+2@11: UP (p=83.83%)
[2025-10-14T23:55:35.758555] [INFO ] [FORECASTER] Completed predict_future for CMSC
[2025-10-14T23:55:35.758716] [INFO ] [sig       ] CMSC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:35.913315] [INFO ] [LOCAL     ] Saved forecast: CMSC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMSC.txt
[2025-10-14T23:55:35.913548] [INFO ] [sig       ] [402/1812] Completed CMSC in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-14T23:55:35.913593] [INFO ] [sig       ] [403/1812] Forecasting CMSD...
[2025-10-14T23:55:35.913624] [INFO ] [sig       ] Generating forecast for: CMSD
[2025-10-14T23:55:35.913693] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMSD' from 'https://tdm.silogroup.org/data/derivative_storage/CMSD.csv'.
[2025-10-14T23:55:35.922076] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CMSD'.
[2025-10-14T23:55:35.922384] [INFO ] [FORECASTER] Starting predict_future for CMSD
[2025-10-14T23:55:35.947436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:35.948281] [DEBUG] [LOCAL     ] No optimal features file found for CMSD: ./output/feature-sets/CMSD.txt
[2025-10-14T23:55:35.948336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:35.948370] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:35.948399] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:35.948455] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:35.965480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:35.966049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:35.966127] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:35.966161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:35.999637] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:35.999750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:35.999788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:35.999818] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:36.002921] [DEBUG] [FORECASTER] CMSD: Forecast T+1@11:T+2@11: UP (p=99.01%)
[2025-10-14T23:55:36.003178] [INFO ] [FORECASTER] Completed predict_future for CMSD
[2025-10-14T23:55:36.003306] [INFO ] [sig       ] CMSD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:36.143289] [INFO ] [LOCAL     ] Saved forecast: CMSD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CMSD.txt
[2025-10-14T23:55:36.143478] [INFO ] [sig       ] [403/1812] Completed CMSD in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:36.143520] [INFO ] [sig       ] [404/1812] Forecasting CMTG...
[2025-10-14T23:55:36.143551] [INFO ] [sig       ] Generating forecast for: CMTG
[2025-10-14T23:55:36.143582] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMTG' from 'https://tdm.silogroup.org/data/derivative_storage/CMTG.csv'.
[2025-10-14T23:55:36.151890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMTG'.
[2025-10-14T23:55:36.152144] [INFO ] [FORECASTER] Starting predict_future for CMTG
[2025-10-14T23:55:36.176581] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:36.177288] [DEBUG] [LOCAL     ] No optimal features file found for CMTG: ./output/feature-sets/CMTG.txt
[2025-10-14T23:55:36.177342] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:36.177376] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:36.177404] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:36.177460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:36.195047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:36.195602] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:36.195704] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:36.195752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:36.229879] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:36.229992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:36.230031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:36.230062] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:36.233272] [DEBUG] [FORECASTER] CMTG: Forecast T+1@11:T+2@11: DOWN (p=0.09%)
[2025-10-14T23:55:36.233538] [INFO ] [FORECASTER] Completed predict_future for CMTG
[2025-10-14T23:55:36.234061] [INFO ] [sig       ] CMTG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:36.372483] [INFO ] [LOCAL     ] Saved forecast: CMTG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMTG.txt
[2025-10-14T23:55:36.372690] [INFO ] [sig       ] [404/1812] Completed CMTG in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:36.372750] [INFO ] [sig       ] [405/1812] Forecasting CMU...
[2025-10-14T23:55:36.372793] [INFO ] [sig       ] Generating forecast for: CMU
[2025-10-14T23:55:36.372827] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMU' from 'https://tdm.silogroup.org/data/derivative_storage/CMU.csv'.
[2025-10-14T23:55:36.380842] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMU'.
[2025-10-14T23:55:36.381094] [INFO ] [FORECASTER] Starting predict_future for CMU
[2025-10-14T23:55:36.406104] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:36.406845] [DEBUG] [LOCAL     ] No optimal features file found for CMU: ./output/feature-sets/CMU.txt
[2025-10-14T23:55:36.406899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:36.406930] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:36.406957] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:36.407014] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:36.424104] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:36.424620] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:36.424722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:36.424762] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:36.457095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:36.457209] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:36.457247] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:36.457277] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:36.460572] [DEBUG] [FORECASTER] CMU: Forecast T+1@11:T+2@11: DOWN (p=47.91%)
[2025-10-14T23:55:36.460868] [INFO ] [FORECASTER] Completed predict_future for CMU
[2025-10-14T23:55:36.461008] [INFO ] [sig       ] CMU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:36.598834] [INFO ] [LOCAL     ] Saved forecast: CMU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CMU.txt
[2025-10-14T23:55:36.599033] [INFO ] [sig       ] [405/1812] Completed CMU in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:36.599074] [INFO ] [sig       ] [406/1812] Forecasting CNA...
[2025-10-14T23:55:36.599105] [INFO ] [sig       ] Generating forecast for: CNA
[2025-10-14T23:55:36.599135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNA' from 'https://tdm.silogroup.org/data/derivative_storage/CNA.csv'.
[2025-10-14T23:55:36.607272] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNA'.
[2025-10-14T23:55:36.607532] [INFO ] [FORECASTER] Starting predict_future for CNA
[2025-10-14T23:55:36.631886] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:36.632544] [DEBUG] [LOCAL     ] No optimal features file found for CNA: ./output/feature-sets/CNA.txt
[2025-10-14T23:55:36.632597] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:36.632629] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:36.632693] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:36.632764] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:36.650333] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:36.650916] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:36.650996] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:36.651030] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:36.686915] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:36.687015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:36.687053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:36.687084] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:36.690326] [DEBUG] [FORECASTER] CNA: Forecast T+1@11:T+2@11: UP (p=70.27%)
[2025-10-14T23:55:36.690598] [INFO ] [FORECASTER] Completed predict_future for CNA
[2025-10-14T23:55:36.690768] [INFO ] [sig       ] CNA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:36.829349] [INFO ] [LOCAL     ] Saved forecast: CNA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNA.txt
[2025-10-14T23:55:36.829557] [INFO ] [sig       ] [406/1812] Completed CNA in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:36.829599] [INFO ] [sig       ] [407/1812] Forecasting CNC...
[2025-10-14T23:55:36.829630] [INFO ] [sig       ] Generating forecast for: CNC
[2025-10-14T23:55:36.829702] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNC' from 'https://tdm.silogroup.org/data/derivative_storage/CNC.csv'.
[2025-10-14T23:55:36.838715] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNC'.
[2025-10-14T23:55:36.839061] [INFO ] [FORECASTER] Starting predict_future for CNC
[2025-10-14T23:55:36.864117] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:36.864875] [DEBUG] [LOCAL     ] No optimal features file found for CNC: ./output/feature-sets/CNC.txt
[2025-10-14T23:55:36.864930] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:36.864965] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:36.864994] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:36.865051] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:36.881957] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:36.882582] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:36.882691] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:36.882745] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:36.925883] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:36.926052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:36.926097] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:36.926130] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:36.930194] [DEBUG] [FORECASTER] CNC: Forecast T+1@11:T+2@11: UP (p=89.52%)
[2025-10-14T23:55:36.930536] [INFO ] [FORECASTER] Completed predict_future for CNC
[2025-10-14T23:55:36.930722] [INFO ] [sig       ] CNC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:37.070575] [INFO ] [LOCAL     ] Saved forecast: CNC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNC.txt
[2025-10-14T23:55:37.070840] [INFO ] [sig       ] [407/1812] Completed CNC in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:37.070897] [INFO ] [sig       ] [408/1812] Forecasting CNF...
[2025-10-14T23:55:37.070930] [INFO ] [sig       ] Generating forecast for: CNF
[2025-10-14T23:55:37.071009] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNF' from 'https://tdm.silogroup.org/data/derivative_storage/CNF.csv'.
[2025-10-14T23:55:37.079178] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CNF'.
[2025-10-14T23:55:37.079456] [INFO ] [FORECASTER] Starting predict_future for CNF
[2025-10-14T23:55:37.104356] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:37.105128] [DEBUG] [LOCAL     ] No optimal features file found for CNF: ./output/feature-sets/CNF.txt
[2025-10-14T23:55:37.105182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:37.105216] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:37.105244] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:37.105301] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:37.122335] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:37.122917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:37.123014] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:37.123049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:37.162061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:37.162213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:37.162252] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:37.162281] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:37.165591] [DEBUG] [FORECASTER] CNF: Forecast T+1@11:T+2@11: DOWN (p=3.00%)
[2025-10-14T23:55:37.165881] [INFO ] [FORECASTER] Completed predict_future for CNF
[2025-10-14T23:55:37.166015] [INFO ] [sig       ] CNF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:37.302743] [INFO ] [LOCAL     ] Saved forecast: CNF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNF.txt
[2025-10-14T23:55:37.302953] [INFO ] [sig       ] [408/1812] Completed CNF in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:37.302995] [INFO ] [sig       ] [409/1812] Forecasting CNH...
[2025-10-14T23:55:37.303025] [INFO ] [sig       ] Generating forecast for: CNH
[2025-10-14T23:55:37.303056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNH' from 'https://tdm.silogroup.org/data/derivative_storage/CNH.csv'.
[2025-10-14T23:55:37.311672] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNH'.
[2025-10-14T23:55:37.312006] [INFO ] [FORECASTER] Starting predict_future for CNH
[2025-10-14T23:55:37.336799] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:37.337545] [DEBUG] [LOCAL     ] No optimal features file found for CNH: ./output/feature-sets/CNH.txt
[2025-10-14T23:55:37.337598] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:37.337636] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:37.337708] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:37.337774] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:37.354499] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:37.355065] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:37.355142] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:37.355176] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:37.391786] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:37.391889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:37.391927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:37.391956] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:37.395155] [DEBUG] [FORECASTER] CNH: Forecast T+1@11:T+2@11: UP (p=79.36%)
[2025-10-14T23:55:37.395408] [INFO ] [FORECASTER] Completed predict_future for CNH
[2025-10-14T23:55:37.395533] [INFO ] [sig       ] CNH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:37.532791] [INFO ] [LOCAL     ] Saved forecast: CNH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNH.txt
[2025-10-14T23:55:37.533031] [INFO ] [sig       ] [409/1812] Completed CNH in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:37.533076] [INFO ] [sig       ] [410/1812] Forecasting CNI...
[2025-10-14T23:55:37.533106] [INFO ] [sig       ] Generating forecast for: CNI
[2025-10-14T23:55:37.533137] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNI' from 'https://tdm.silogroup.org/data/derivative_storage/CNI.csv'.
[2025-10-14T23:55:37.541539] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNI'.
[2025-10-14T23:55:37.541907] [INFO ] [FORECASTER] Starting predict_future for CNI
[2025-10-14T23:55:37.566258] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:37.566991] [DEBUG] [LOCAL     ] No optimal features file found for CNI: ./output/feature-sets/CNI.txt
[2025-10-14T23:55:37.567080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:37.567116] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:37.567144] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:37.567201] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:37.584085] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:37.584714] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:37.584795] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:37.584829] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:37.631095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:37.631235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:37.631273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:37.631303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:37.634610] [DEBUG] [FORECASTER] CNI: Forecast T+1@11:T+2@11: DOWN (p=49.09%)
[2025-10-14T23:55:37.634906] [INFO ] [FORECASTER] Completed predict_future for CNI
[2025-10-14T23:55:37.635045] [INFO ] [sig       ] CNI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:37.773360] [INFO ] [LOCAL     ] Saved forecast: CNI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNI.txt
[2025-10-14T23:55:37.773603] [INFO ] [sig       ] [410/1812] Completed CNI in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:37.773677] [INFO ] [sig       ] [411/1812] Forecasting CNK...
[2025-10-14T23:55:37.773729] [INFO ] [sig       ] Generating forecast for: CNK
[2025-10-14T23:55:37.773763] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNK' from 'https://tdm.silogroup.org/data/derivative_storage/CNK.csv'.
[2025-10-14T23:55:37.783524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNK'.
[2025-10-14T23:55:37.784022] [INFO ] [FORECASTER] Starting predict_future for CNK
[2025-10-14T23:55:37.811481] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:37.812325] [DEBUG] [LOCAL     ] No optimal features file found for CNK: ./output/feature-sets/CNK.txt
[2025-10-14T23:55:37.812430] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:37.812471] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:37.812501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:37.812557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:37.831261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:37.832136] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:37.832223] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:37.832265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:37.872204] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:37.872392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:37.872445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:37.872477] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:37.875968] [DEBUG] [FORECASTER] CNK: Forecast T+1@11:T+2@11: UP (p=90.54%)
[2025-10-14T23:55:37.876246] [INFO ] [FORECASTER] Completed predict_future for CNK
[2025-10-14T23:55:37.876413] [INFO ] [sig       ] CNK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:38.033580] [INFO ] [LOCAL     ] Saved forecast: CNK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNK.txt
[2025-10-14T23:55:38.033832] [INFO ] [sig       ] [411/1812] Completed CNK in 0.3s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:38.033892] [INFO ] [sig       ] [412/1812] Forecasting CNM...
[2025-10-14T23:55:38.033927] [INFO ] [sig       ] Generating forecast for: CNM
[2025-10-14T23:55:38.033968] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNM' from 'https://tdm.silogroup.org/data/derivative_storage/CNM.csv'.
[2025-10-14T23:55:38.042229] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNM'.
[2025-10-14T23:55:38.042520] [INFO ] [FORECASTER] Starting predict_future for CNM
[2025-10-14T23:55:38.067113] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:38.067889] [DEBUG] [LOCAL     ] No optimal features file found for CNM: ./output/feature-sets/CNM.txt
[2025-10-14T23:55:38.067944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:38.067978] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:38.068007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:38.068088] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:38.085395] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:38.085979] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:38.086062] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:38.086097] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:38.128390] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:38.128558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:38.128600] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:38.128635] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:38.132121] [DEBUG] [FORECASTER] CNM: Forecast T+1@11:T+2@11: UP (p=98.54%)
[2025-10-14T23:55:38.132395] [INFO ] [FORECASTER] Completed predict_future for CNM
[2025-10-14T23:55:38.132536] [INFO ] [sig       ] CNM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:38.269624] [INFO ] [LOCAL     ] Saved forecast: CNM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNM.txt
[2025-10-14T23:55:38.269919] [INFO ] [sig       ] [412/1812] Completed CNM in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:38.269965] [INFO ] [sig       ] [413/1812] Forecasting CNMD...
[2025-10-14T23:55:38.269997] [INFO ] [sig       ] Generating forecast for: CNMD
[2025-10-14T23:55:38.270029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNMD' from 'https://tdm.silogroup.org/data/derivative_storage/CNMD.csv'.
[2025-10-14T23:55:38.278874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNMD'.
[2025-10-14T23:55:38.279169] [INFO ] [FORECASTER] Starting predict_future for CNMD
[2025-10-14T23:55:38.304050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:38.304790] [DEBUG] [LOCAL     ] No optimal features file found for CNMD: ./output/feature-sets/CNMD.txt
[2025-10-14T23:55:38.304844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:38.304879] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:38.304908] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:38.304966] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:38.321955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:38.322495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:38.322574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:38.322606] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:38.366849] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:38.366968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:38.367006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:38.367035] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:38.370322] [DEBUG] [FORECASTER] CNMD: Forecast T+1@11:T+2@11: DOWN (p=5.04%)
[2025-10-14T23:55:38.370604] [INFO ] [FORECASTER] Completed predict_future for CNMD
[2025-10-14T23:55:38.370787] [INFO ] [sig       ] CNMD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:38.507716] [INFO ] [LOCAL     ] Saved forecast: CNMD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNMD.txt
[2025-10-14T23:55:38.507962] [INFO ] [sig       ] [413/1812] Completed CNMD in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:38.508006] [INFO ] [sig       ] [414/1812] Forecasting CNNE...
[2025-10-14T23:55:38.508038] [INFO ] [sig       ] Generating forecast for: CNNE
[2025-10-14T23:55:38.508110] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNNE' from 'https://tdm.silogroup.org/data/derivative_storage/CNNE.csv'.
[2025-10-14T23:55:38.518939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNNE'.
[2025-10-14T23:55:38.519390] [INFO ] [FORECASTER] Starting predict_future for CNNE
[2025-10-14T23:55:38.546399] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:38.547272] [DEBUG] [LOCAL     ] No optimal features file found for CNNE: ./output/feature-sets/CNNE.txt
[2025-10-14T23:55:38.547333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:38.547371] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:38.547406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:38.547469] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:38.569030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:38.569984] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:38.570136] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:38.570181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:38.616963] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:38.617206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:38.617254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:38.617286] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:38.621394] [DEBUG] [FORECASTER] CNNE: Forecast T+1@11:T+2@11: DOWN (p=17.44%)
[2025-10-14T23:55:38.621755] [INFO ] [FORECASTER] Completed predict_future for CNNE
[2025-10-14T23:55:38.621929] [INFO ] [sig       ] CNNE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:38.769816] [INFO ] [LOCAL     ] Saved forecast: CNNE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNNE.txt
[2025-10-14T23:55:38.770182] [INFO ] [sig       ] [414/1812] Completed CNNE in 0.3s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:38.770234] [INFO ] [sig       ] [415/1812] Forecasting CNO...
[2025-10-14T23:55:38.770269] [INFO ] [sig       ] Generating forecast for: CNO
[2025-10-14T23:55:38.770304] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNO' from 'https://tdm.silogroup.org/data/derivative_storage/CNO.csv'.
[2025-10-14T23:55:38.780524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNO'.
[2025-10-14T23:55:38.780924] [INFO ] [FORECASTER] Starting predict_future for CNO
[2025-10-14T23:55:38.805378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:38.806128] [DEBUG] [LOCAL     ] No optimal features file found for CNO: ./output/feature-sets/CNO.txt
[2025-10-14T23:55:38.806183] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:38.806218] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:38.806248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:38.806307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:38.823086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:38.823622] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:38.823748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:38.823790] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:38.857747] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:38.857864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:38.857901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:38.857930] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:38.861115] [DEBUG] [FORECASTER] CNO: Forecast T+1@11:T+2@11: DOWN (p=9.85%)
[2025-10-14T23:55:38.861371] [INFO ] [FORECASTER] Completed predict_future for CNO
[2025-10-14T23:55:38.861503] [INFO ] [sig       ] CNO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:39.001861] [INFO ] [LOCAL     ] Saved forecast: CNO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNO.txt
[2025-10-14T23:55:39.002100] [INFO ] [sig       ] [415/1812] Completed CNO in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:39.002141] [INFO ] [sig       ] [416/1812] Forecasting CNP...
[2025-10-14T23:55:39.002171] [INFO ] [sig       ] Generating forecast for: CNP
[2025-10-14T23:55:39.002201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNP' from 'https://tdm.silogroup.org/data/derivative_storage/CNP.csv'.
[2025-10-14T23:55:39.011592] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNP'.
[2025-10-14T23:55:39.011996] [INFO ] [FORECASTER] Starting predict_future for CNP
[2025-10-14T23:55:39.037689] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:39.038507] [DEBUG] [LOCAL     ] No optimal features file found for CNP: ./output/feature-sets/CNP.txt
[2025-10-14T23:55:39.038563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:39.038597] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:39.038625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:39.038715] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:39.055627] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:39.056259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:39.056340] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:39.056374] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:39.094772] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:39.094931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:39.094975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:39.095005] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:39.098568] [DEBUG] [FORECASTER] CNP: Forecast T+1@11:T+2@11: DOWN (p=7.11%)
[2025-10-14T23:55:39.098875] [INFO ] [FORECASTER] Completed predict_future for CNP
[2025-10-14T23:55:39.099020] [INFO ] [sig       ] CNP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:39.237160] [INFO ] [LOCAL     ] Saved forecast: CNP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CNP.txt
[2025-10-14T23:55:39.237428] [INFO ] [sig       ] [416/1812] Completed CNP in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:39.237472] [INFO ] [sig       ] [417/1812] Forecasting CNQ...
[2025-10-14T23:55:39.237504] [INFO ] [sig       ] Generating forecast for: CNQ
[2025-10-14T23:55:39.237535] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNQ' from 'https://tdm.silogroup.org/data/derivative_storage/CNQ.csv'.
[2025-10-14T23:55:39.246632] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNQ'.
[2025-10-14T23:55:39.247018] [INFO ] [FORECASTER] Starting predict_future for CNQ
[2025-10-14T23:55:39.271683] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:39.272435] [DEBUG] [LOCAL     ] No optimal features file found for CNQ: ./output/feature-sets/CNQ.txt
[2025-10-14T23:55:39.272510] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:39.272544] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:39.272572] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:39.272628] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:39.289399] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:39.289977] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:39.290057] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:39.290089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:39.326270] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:39.326362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:39.326398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:39.326425] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:39.330464] [DEBUG] [FORECASTER] CNQ: Forecast T+1@11:T+2@11: UP (p=73.90%)
[2025-10-14T23:55:39.330759] [INFO ] [FORECASTER] Completed predict_future for CNQ
[2025-10-14T23:55:39.330899] [INFO ] [sig       ] CNQ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:39.466991] [INFO ] [LOCAL     ] Saved forecast: CNQ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNQ.txt
[2025-10-14T23:55:39.467186] [INFO ] [sig       ] [417/1812] Completed CNQ in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:39.467227] [INFO ] [sig       ] [418/1812] Forecasting CNS...
[2025-10-14T23:55:39.467258] [INFO ] [sig       ] Generating forecast for: CNS
[2025-10-14T23:55:39.467288] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNS' from 'https://tdm.silogroup.org/data/derivative_storage/CNS.csv'.
[2025-10-14T23:55:39.476125] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNS'.
[2025-10-14T23:55:39.476466] [INFO ] [FORECASTER] Starting predict_future for CNS
[2025-10-14T23:55:39.500979] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:39.501720] [DEBUG] [LOCAL     ] No optimal features file found for CNS: ./output/feature-sets/CNS.txt
[2025-10-14T23:55:39.501775] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:39.501807] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:39.501834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:39.501889] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:39.518603] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:39.519166] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:39.519244] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:39.519278] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:39.552519] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:39.552598] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:39.552633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:39.552709] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:39.555671] [DEBUG] [FORECASTER] CNS: Forecast T+1@11:T+2@11: UP (p=95.23%)
[2025-10-14T23:55:39.555921] [INFO ] [FORECASTER] Completed predict_future for CNS
[2025-10-14T23:55:39.556053] [INFO ] [sig       ] CNS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:39.693770] [INFO ] [LOCAL     ] Saved forecast: CNS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNS.txt
[2025-10-14T23:55:39.694001] [INFO ] [sig       ] [418/1812] Completed CNS in 0.2s | 4.23 sym/s | Total: 1.6m | ETA: 5.5m
[2025-10-14T23:55:39.694043] [INFO ] [sig       ] [419/1812] Forecasting CNX...
[2025-10-14T23:55:39.694073] [INFO ] [sig       ] Generating forecast for: CNX
[2025-10-14T23:55:39.694111] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNX' from 'https://tdm.silogroup.org/data/derivative_storage/CNX.csv'.
[2025-10-14T23:55:39.702511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNX'.
[2025-10-14T23:55:39.702794] [INFO ] [FORECASTER] Starting predict_future for CNX
[2025-10-14T23:55:39.727542] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:39.728571] [DEBUG] [LOCAL     ] No optimal features file found for CNX: ./output/feature-sets/CNX.txt
[2025-10-14T23:55:39.728635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:39.728769] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:39.728808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:39.728867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:39.745810] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:39.746638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:39.746754] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:39.746789] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:39.782135] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:39.782224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:39.782261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:39.782293] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:39.785256] [DEBUG] [FORECASTER] CNX: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-14T23:55:39.785503] [INFO ] [FORECASTER] Completed predict_future for CNX
[2025-10-14T23:55:39.785628] [INFO ] [sig       ] CNX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:39.922278] [INFO ] [LOCAL     ] Saved forecast: CNX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CNX.txt
[2025-10-14T23:55:39.922479] [INFO ] [sig       ] [419/1812] Completed CNX in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:39.922520] [INFO ] [sig       ] [420/1812] Forecasting COF...
[2025-10-14T23:55:39.922550] [INFO ] [sig       ] Generating forecast for: COF
[2025-10-14T23:55:39.922580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COF' from 'https://tdm.silogroup.org/data/derivative_storage/COF.csv'.
[2025-10-14T23:55:39.931525] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COF'.
[2025-10-14T23:55:39.931811] [INFO ] [FORECASTER] Starting predict_future for COF
[2025-10-14T23:55:39.956020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:39.956717] [DEBUG] [LOCAL     ] No optimal features file found for COF: ./output/feature-sets/COF.txt
[2025-10-14T23:55:39.956771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:39.956804] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:39.956831] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:39.956886] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:39.974138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:39.974679] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:39.974758] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:39.974792] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:40.008040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:40.008134] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:40.008175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:40.008204] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:40.011254] [DEBUG] [FORECASTER] COF: Forecast T+1@11:T+2@11: UP (p=83.17%)
[2025-10-14T23:55:40.011495] [INFO ] [FORECASTER] Completed predict_future for COF
[2025-10-14T23:55:40.011639] [INFO ] [sig       ] COF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:40.154146] [INFO ] [LOCAL     ] Saved forecast: COF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/COF.txt
[2025-10-14T23:55:40.154378] [INFO ] [sig       ] [420/1812] Completed COF in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:40.154476] [INFO ] [sig       ] [421/1812] Forecasting COHR...
[2025-10-14T23:55:40.154515] [INFO ] [sig       ] Generating forecast for: COHR
[2025-10-14T23:55:40.154547] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COHR' from 'https://tdm.silogroup.org/data/derivative_storage/COHR.csv'.
[2025-10-14T23:55:40.164754] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COHR'.
[2025-10-14T23:55:40.165033] [INFO ] [FORECASTER] Starting predict_future for COHR
[2025-10-14T23:55:40.189597] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:40.190278] [DEBUG] [LOCAL     ] No optimal features file found for COHR: ./output/feature-sets/COHR.txt
[2025-10-14T23:55:40.190330] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:40.190362] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:40.190389] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:40.190444] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:40.207105] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:40.207611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:40.207710] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:40.207754] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:40.244140] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:40.244226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:40.244262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:40.244290] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:40.247261] [DEBUG] [FORECASTER] COHR: Forecast T+1@11:T+2@11: DOWN (p=12.86%)
[2025-10-14T23:55:40.247504] [INFO ] [FORECASTER] Completed predict_future for COHR
[2025-10-14T23:55:40.247629] [INFO ] [sig       ] COHR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:40.388447] [INFO ] [LOCAL     ] Saved forecast: COHR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/COHR.txt
[2025-10-14T23:55:40.388758] [INFO ] [sig       ] [421/1812] Completed COHR in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:40.388820] [INFO ] [sig       ] [422/1812] Forecasting COLD...
[2025-10-14T23:55:40.388854] [INFO ] [sig       ] Generating forecast for: COLD
[2025-10-14T23:55:40.388885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COLD' from 'https://tdm.silogroup.org/data/derivative_storage/COLD.csv'.
[2025-10-14T23:55:40.397750] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COLD'.
[2025-10-14T23:55:40.398109] [INFO ] [FORECASTER] Starting predict_future for COLD
[2025-10-14T23:55:40.422627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:40.423315] [DEBUG] [LOCAL     ] No optimal features file found for COLD: ./output/feature-sets/COLD.txt
[2025-10-14T23:55:40.423368] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:40.423400] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:40.423428] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:40.423485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:40.440660] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:40.441200] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:40.441285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:40.441338] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:40.476743] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:40.476830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:40.476867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:40.476895] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:40.480117] [DEBUG] [FORECASTER] COLD: Forecast T+1@11:T+2@11: DOWN (p=12.65%)
[2025-10-14T23:55:40.480372] [INFO ] [FORECASTER] Completed predict_future for COLD
[2025-10-14T23:55:40.480506] [INFO ] [sig       ] COLD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:40.620171] [INFO ] [LOCAL     ] Saved forecast: COLD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/COLD.txt
[2025-10-14T23:55:40.620401] [INFO ] [sig       ] [422/1812] Completed COLD in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:40.620443] [INFO ] [sig       ] [423/1812] Forecasting COMP...
[2025-10-14T23:55:40.620474] [INFO ] [sig       ] Generating forecast for: COMP
[2025-10-14T23:55:40.620504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COMP' from 'https://tdm.silogroup.org/data/derivative_storage/COMP.csv'.
[2025-10-14T23:55:40.629461] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COMP'.
[2025-10-14T23:55:40.629776] [INFO ] [FORECASTER] Starting predict_future for COMP
[2025-10-14T23:55:40.654626] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:40.655408] [DEBUG] [LOCAL     ] No optimal features file found for COMP: ./output/feature-sets/COMP.txt
[2025-10-14T23:55:40.655464] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:40.655498] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:40.655526] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:40.655583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:40.673273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:40.673905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:40.673987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:40.674020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:40.708875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:40.709031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:40.709072] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:40.709101] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:40.712442] [DEBUG] [FORECASTER] COMP: Forecast T+1@11:T+2@11: UP (p=84.25%)
[2025-10-14T23:55:40.712747] [INFO ] [FORECASTER] Completed predict_future for COMP
[2025-10-14T23:55:40.712884] [INFO ] [sig       ] COMP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:40.855578] [INFO ] [LOCAL     ] Saved forecast: COMP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/COMP.txt
[2025-10-14T23:55:40.855856] [INFO ] [sig       ] [423/1812] Completed COMP in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:40.855918] [INFO ] [sig       ] [424/1812] Forecasting CON...
[2025-10-14T23:55:40.855952] [INFO ] [sig       ] Generating forecast for: CON
[2025-10-14T23:55:40.855985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CON' from 'https://tdm.silogroup.org/data/derivative_storage/CON.csv'.
[2025-10-14T23:55:40.866090] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CON'.
[2025-10-14T23:55:40.866381] [INFO ] [FORECASTER] Starting predict_future for CON
[2025-10-14T23:55:40.891766] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:40.892475] [DEBUG] [LOCAL     ] No optimal features file found for CON: ./output/feature-sets/CON.txt
[2025-10-14T23:55:40.892546] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:40.892581] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:40.892609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:40.892687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:40.910283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:40.910919] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:40.910998] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:40.911032] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:40.945134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:40.945239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:40.945275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:40.945305] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:40.948625] [DEBUG] [FORECASTER] CON: Forecast T+1@11:T+2@11: DOWN (p=2.51%)
[2025-10-14T23:55:40.948913] [INFO ] [FORECASTER] Completed predict_future for CON
[2025-10-14T23:55:40.949048] [INFO ] [sig       ] CON: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:41.090311] [INFO ] [LOCAL     ] Saved forecast: CON	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CON.txt
[2025-10-14T23:55:41.090520] [INFO ] [sig       ] [424/1812] Completed CON in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:41.090564] [INFO ] [sig       ] [425/1812] Forecasting COOK...
[2025-10-14T23:55:41.090596] [INFO ] [sig       ] Generating forecast for: COOK
[2025-10-14T23:55:41.090629] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COOK' from 'https://tdm.silogroup.org/data/derivative_storage/COOK.csv'.
[2025-10-14T23:55:41.099260] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COOK'.
[2025-10-14T23:55:41.099579] [INFO ] [FORECASTER] Starting predict_future for COOK
[2025-10-14T23:55:41.124400] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:41.125127] [DEBUG] [LOCAL     ] No optimal features file found for COOK: ./output/feature-sets/COOK.txt
[2025-10-14T23:55:41.125182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:41.125216] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:41.125246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:41.125304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:41.142918] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:41.143437] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:41.143513] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:41.143545] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:41.178142] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:41.178248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:41.178285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:41.178314] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:41.181511] [DEBUG] [FORECASTER] COOK: Forecast T+1@11:T+2@11: DOWN (p=18.71%)
[2025-10-14T23:55:41.181814] [INFO ] [FORECASTER] Completed predict_future for COOK
[2025-10-14T23:55:41.181950] [INFO ] [sig       ] COOK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:41.321843] [INFO ] [LOCAL     ] Saved forecast: COOK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/COOK.txt
[2025-10-14T23:55:41.322072] [INFO ] [sig       ] [425/1812] Completed COOK in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:41.322116] [INFO ] [sig       ] [426/1812] Forecasting COP...
[2025-10-14T23:55:41.322148] [INFO ] [sig       ] Generating forecast for: COP
[2025-10-14T23:55:41.322179] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COP' from 'https://tdm.silogroup.org/data/derivative_storage/COP.csv'.
[2025-10-14T23:55:41.330789] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COP'.
[2025-10-14T23:55:41.331084] [INFO ] [FORECASTER] Starting predict_future for COP
[2025-10-14T23:55:41.355741] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:41.356421] [DEBUG] [LOCAL     ] No optimal features file found for COP: ./output/feature-sets/COP.txt
[2025-10-14T23:55:41.356475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:41.356509] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:41.356536] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:41.356600] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:41.374334] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:41.374965] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:41.375043] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:41.375077] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:41.409369] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:41.409473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:41.409511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:41.409542] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:41.412741] [DEBUG] [FORECASTER] COP: Forecast T+1@11:T+2@11: UP (p=67.83%)
[2025-10-14T23:55:41.412999] [INFO ] [FORECASTER] Completed predict_future for COP
[2025-10-14T23:55:41.413129] [INFO ] [sig       ] COP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:41.553716] [INFO ] [LOCAL     ] Saved forecast: COP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/COP.txt
[2025-10-14T23:55:41.553929] [INFO ] [sig       ] [426/1812] Completed COP in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:41.553972] [INFO ] [sig       ] [427/1812] Forecasting COR...
[2025-10-14T23:55:41.554003] [INFO ] [sig       ] Generating forecast for: COR
[2025-10-14T23:55:41.554036] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COR' from 'https://tdm.silogroup.org/data/derivative_storage/COR.csv'.
[2025-10-14T23:55:41.562441] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COR'.
[2025-10-14T23:55:41.562744] [INFO ] [FORECASTER] Starting predict_future for COR
[2025-10-14T23:55:41.587626] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:41.588386] [DEBUG] [LOCAL     ] No optimal features file found for COR: ./output/feature-sets/COR.txt
[2025-10-14T23:55:41.588442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:41.588476] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:41.588504] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:41.588610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:41.606235] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:41.606942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:41.607022] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:41.607057] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:41.645581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:41.645708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:41.645756] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:41.645789] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:41.649049] [DEBUG] [FORECASTER] COR: Forecast T+1@11:T+2@11: UP (p=97.60%)
[2025-10-14T23:55:41.649304] [INFO ] [FORECASTER] Completed predict_future for COR
[2025-10-14T23:55:41.649453] [INFO ] [sig       ] COR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:41.789930] [INFO ] [LOCAL     ] Saved forecast: COR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/COR.txt
[2025-10-14T23:55:41.790156] [INFO ] [sig       ] [427/1812] Completed COR in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-14T23:55:41.790199] [INFO ] [sig       ] [428/1812] Forecasting COTY...
[2025-10-14T23:55:41.790230] [INFO ] [sig       ] Generating forecast for: COTY
[2025-10-14T23:55:41.790263] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COTY' from 'https://tdm.silogroup.org/data/derivative_storage/COTY.csv'.
[2025-10-14T23:55:41.799263] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COTY'.
[2025-10-14T23:55:41.799556] [INFO ] [FORECASTER] Starting predict_future for COTY
[2025-10-14T23:55:41.825758] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:41.826473] [DEBUG] [LOCAL     ] No optimal features file found for COTY: ./output/feature-sets/COTY.txt
[2025-10-14T23:55:41.826527] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:41.826560] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:41.826588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:41.826679] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:41.844590] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:41.845144] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:41.845220] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:41.845253] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:41.879782] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:41.879880] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:41.879915] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:41.879945] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:41.883244] [DEBUG] [FORECASTER] COTY: Forecast T+1@11:T+2@11: UP (p=97.09%)
[2025-10-14T23:55:41.883499] [INFO ] [FORECASTER] Completed predict_future for COTY
[2025-10-14T23:55:41.883628] [INFO ] [sig       ] COTY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:42.024106] [INFO ] [LOCAL     ] Saved forecast: COTY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/COTY.txt
[2025-10-14T23:55:42.024306] [INFO ] [sig       ] [428/1812] Completed COTY in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:42.024348] [INFO ] [sig       ] [429/1812] Forecasting COUR...
[2025-10-14T23:55:42.024379] [INFO ] [sig       ] Generating forecast for: COUR
[2025-10-14T23:55:42.024410] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COUR' from 'https://tdm.silogroup.org/data/derivative_storage/COUR.csv'.
[2025-10-14T23:55:42.032927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COUR'.
[2025-10-14T23:55:42.033197] [INFO ] [FORECASTER] Starting predict_future for COUR
[2025-10-14T23:55:42.057983] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:42.058732] [DEBUG] [LOCAL     ] No optimal features file found for COUR: ./output/feature-sets/COUR.txt
[2025-10-14T23:55:42.058792] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:42.058826] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:42.058855] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:42.058912] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:42.076209] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:42.076778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:42.076857] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:42.076913] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:42.113230] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:42.113406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:42.113447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:42.113476] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:42.117000] [DEBUG] [FORECASTER] COUR: Forecast T+1@11:T+2@11: DOWN (p=46.57%)
[2025-10-14T23:55:42.117268] [INFO ] [FORECASTER] Completed predict_future for COUR
[2025-10-14T23:55:42.117405] [INFO ] [sig       ] COUR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:42.261743] [INFO ] [LOCAL     ] Saved forecast: COUR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/COUR.txt
[2025-10-14T23:55:42.261990] [INFO ] [sig       ] [429/1812] Completed COUR in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:42.262037] [INFO ] [sig       ] [430/1812] Forecasting CP...
[2025-10-14T23:55:42.262068] [INFO ] [sig       ] Generating forecast for: CP
[2025-10-14T23:55:42.262101] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CP' from 'https://tdm.silogroup.org/data/derivative_storage/CP.csv'.
[2025-10-14T23:55:42.270569] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CP'.
[2025-10-14T23:55:42.270936] [INFO ] [FORECASTER] Starting predict_future for CP
[2025-10-14T23:55:42.296278] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:42.297228] [DEBUG] [LOCAL     ] No optimal features file found for CP: ./output/feature-sets/CP.txt
[2025-10-14T23:55:42.297285] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:42.297319] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:42.297348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:42.297408] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:42.315006] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:42.315891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:42.315984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:42.316018] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:42.346818] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:42.346952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:42.347454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:42.347494] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:42.351552] [DEBUG] [FORECASTER] CP: Forecast T+1@11:T+2@11: UP (p=60.41%)
[2025-10-14T23:55:42.351857] [INFO ] [FORECASTER] Completed predict_future for CP
[2025-10-14T23:55:42.351997] [INFO ] [sig       ] CP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:42.503718] [INFO ] [LOCAL     ] Saved forecast: CP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CP.txt
[2025-10-14T23:55:42.505439] [INFO ] [sig       ] [430/1812] Completed CP in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:42.505583] [INFO ] [sig       ] [431/1812] Forecasting CPA...
[2025-10-14T23:55:42.505637] [INFO ] [sig       ] Generating forecast for: CPA
[2025-10-14T23:55:42.505737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPA' from 'https://tdm.silogroup.org/data/derivative_storage/CPA.csv'.
[2025-10-14T23:55:42.516263] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPA'.
[2025-10-14T23:55:42.516600] [INFO ] [FORECASTER] Starting predict_future for CPA
[2025-10-14T23:55:42.541289] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:42.542058] [DEBUG] [LOCAL     ] No optimal features file found for CPA: ./output/feature-sets/CPA.txt
[2025-10-14T23:55:42.542111] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:42.542161] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:42.542190] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:42.542247] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:42.559007] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:42.559523] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:42.559600] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:42.559634] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:42.595111] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:42.595234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:42.595272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:42.595301] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:42.598555] [DEBUG] [FORECASTER] CPA: Forecast T+1@11:T+2@11: DOWN (p=27.92%)
[2025-10-14T23:55:42.598850] [INFO ] [FORECASTER] Completed predict_future for CPA
[2025-10-14T23:55:42.598987] [INFO ] [sig       ] CPA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:42.736538] [INFO ] [LOCAL     ] Saved forecast: CPA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CPA.txt
[2025-10-14T23:55:42.736790] [INFO ] [sig       ] [431/1812] Completed CPA in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:42.736850] [INFO ] [sig       ] [432/1812] Forecasting CPK...
[2025-10-14T23:55:42.736884] [INFO ] [sig       ] Generating forecast for: CPK
[2025-10-14T23:55:42.736916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPK' from 'https://tdm.silogroup.org/data/derivative_storage/CPK.csv'.
[2025-10-14T23:55:42.745369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPK'.
[2025-10-14T23:55:42.745674] [INFO ] [FORECASTER] Starting predict_future for CPK
[2025-10-14T23:55:42.771578] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:42.772440] [DEBUG] [LOCAL     ] No optimal features file found for CPK: ./output/feature-sets/CPK.txt
[2025-10-14T23:55:42.772497] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:42.772533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:42.772561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:42.772619] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:42.789924] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:42.790527] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:42.790610] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:42.790672] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:42.823508] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:42.823608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:42.823670] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:42.823724] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:42.826887] [DEBUG] [FORECASTER] CPK: Forecast T+1@11:T+2@11: DOWN (p=39.57%)
[2025-10-14T23:55:42.827149] [INFO ] [FORECASTER] Completed predict_future for CPK
[2025-10-14T23:55:42.827285] [INFO ] [sig       ] CPK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:42.981868] [INFO ] [LOCAL     ] Saved forecast: CPK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CPK.txt
[2025-10-14T23:55:42.982089] [INFO ] [sig       ] [432/1812] Completed CPK in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:42.982132] [INFO ] [sig       ] [433/1812] Forecasting CPNG...
[2025-10-14T23:55:42.982163] [INFO ] [sig       ] Generating forecast for: CPNG
[2025-10-14T23:55:42.982194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPNG' from 'https://tdm.silogroup.org/data/derivative_storage/CPNG.csv'.
[2025-10-14T23:55:42.991180] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPNG'.
[2025-10-14T23:55:42.991506] [INFO ] [FORECASTER] Starting predict_future for CPNG
[2025-10-14T23:55:43.018726] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:43.019469] [DEBUG] [LOCAL     ] No optimal features file found for CPNG: ./output/feature-sets/CPNG.txt
[2025-10-14T23:55:43.019524] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:43.019559] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:43.019589] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:43.019670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:43.037858] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:43.038481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:43.038562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:43.038596] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:43.074025] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:43.074151] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:43.074189] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:43.074218] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:43.078415] [DEBUG] [FORECASTER] CPNG: Forecast T+1@11:T+2@11: UP (p=73.22%)
[2025-10-14T23:55:43.078727] [INFO ] [FORECASTER] Completed predict_future for CPNG
[2025-10-14T23:55:43.078943] [INFO ] [sig       ] CPNG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:43.240899] [INFO ] [LOCAL     ] Saved forecast: CPNG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CPNG.txt
[2025-10-14T23:55:43.241217] [INFO ] [sig       ] [433/1812] Completed CPNG in 0.3s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:43.241281] [INFO ] [sig       ] [434/1812] Forecasting CPRI...
[2025-10-14T23:55:43.241315] [INFO ] [sig       ] Generating forecast for: CPRI
[2025-10-14T23:55:43.241347] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPRI' from 'https://tdm.silogroup.org/data/derivative_storage/CPRI.csv'.
[2025-10-14T23:55:43.250049] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPRI'.
[2025-10-14T23:55:43.250361] [INFO ] [FORECASTER] Starting predict_future for CPRI
[2025-10-14T23:55:43.277056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:43.277955] [DEBUG] [LOCAL     ] No optimal features file found for CPRI: ./output/feature-sets/CPRI.txt
[2025-10-14T23:55:43.278018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:43.278101] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:43.278145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:43.278206] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:43.296823] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:43.297477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:43.297581] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:43.297632] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:43.331625] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:43.331788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:43.331832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:43.331863] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:43.335402] [DEBUG] [FORECASTER] CPRI: Forecast T+1@11:T+2@11: UP (p=86.30%)
[2025-10-14T23:55:43.335689] [INFO ] [FORECASTER] Completed predict_future for CPRI
[2025-10-14T23:55:43.335857] [INFO ] [sig       ] CPRI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:43.473418] [INFO ] [LOCAL     ] Saved forecast: CPRI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CPRI.txt
[2025-10-14T23:55:43.473624] [INFO ] [sig       ] [434/1812] Completed CPRI in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:43.473709] [INFO ] [sig       ] [435/1812] Forecasting CPS...
[2025-10-14T23:55:43.473752] [INFO ] [sig       ] Generating forecast for: CPS
[2025-10-14T23:55:43.473785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPS' from 'https://tdm.silogroup.org/data/derivative_storage/CPS.csv'.
[2025-10-14T23:55:43.481955] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPS'.
[2025-10-14T23:55:43.482237] [INFO ] [FORECASTER] Starting predict_future for CPS
[2025-10-14T23:55:43.506853] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:43.507563] [DEBUG] [LOCAL     ] No optimal features file found for CPS: ./output/feature-sets/CPS.txt
[2025-10-14T23:55:43.507619] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:43.507683] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:43.507730] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:43.507792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:43.524865] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:43.525436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:43.525516] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:43.525549] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:43.565514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:43.565720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:43.565777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:43.565810] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:43.569389] [DEBUG] [FORECASTER] CPS: Forecast T+1@11:T+2@11: DOWN (p=27.56%)
[2025-10-14T23:55:43.569691] [INFO ] [FORECASTER] Completed predict_future for CPS
[2025-10-14T23:55:43.569850] [INFO ] [sig       ] CPS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:43.706504] [INFO ] [LOCAL     ] Saved forecast: CPS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CPS.txt
[2025-10-14T23:55:43.706768] [INFO ] [sig       ] [435/1812] Completed CPS in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:43.706830] [INFO ] [sig       ] [436/1812] Forecasting CPT...
[2025-10-14T23:55:43.706863] [INFO ] [sig       ] Generating forecast for: CPT
[2025-10-14T23:55:43.706894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPT' from 'https://tdm.silogroup.org/data/derivative_storage/CPT.csv'.
[2025-10-14T23:55:43.715391] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPT'.
[2025-10-14T23:55:43.715688] [INFO ] [FORECASTER] Starting predict_future for CPT
[2025-10-14T23:55:43.744023] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:43.744851] [DEBUG] [LOCAL     ] No optimal features file found for CPT: ./output/feature-sets/CPT.txt
[2025-10-14T23:55:43.744909] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:43.744944] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:43.744972] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:43.745040] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:43.761986] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:43.762518] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:43.762597] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:43.762629] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:43.801017] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:43.801176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:43.801216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:43.801245] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:43.804607] [DEBUG] [FORECASTER] CPT: Forecast T+1@11:T+2@11: UP (p=83.29%)
[2025-10-14T23:55:43.804903] [INFO ] [FORECASTER] Completed predict_future for CPT
[2025-10-14T23:55:43.805038] [INFO ] [sig       ] CPT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:43.942087] [INFO ] [LOCAL     ] Saved forecast: CPT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CPT.txt
[2025-10-14T23:55:43.942291] [INFO ] [sig       ] [436/1812] Completed CPT in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:43.942331] [INFO ] [sig       ] [437/1812] Forecasting CQP...
[2025-10-14T23:55:43.942362] [INFO ] [sig       ] Generating forecast for: CQP
[2025-10-14T23:55:43.942392] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CQP' from 'https://tdm.silogroup.org/data/derivative_storage/CQP.csv'.
[2025-10-14T23:55:43.951608] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CQP'.
[2025-10-14T23:55:43.951986] [INFO ] [FORECASTER] Starting predict_future for CQP
[2025-10-14T23:55:43.976541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:43.977222] [DEBUG] [LOCAL     ] No optimal features file found for CQP: ./output/feature-sets/CQP.txt
[2025-10-14T23:55:43.977276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:43.977309] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:43.977336] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:43.977393] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:43.994359] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:43.994975] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:43.995053] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:43.995086] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:44.031276] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:44.031425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:44.031466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:44.031494] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:44.034882] [DEBUG] [FORECASTER] CQP: Forecast T+1@11:T+2@11: DOWN (p=3.41%)
[2025-10-14T23:55:44.035143] [INFO ] [FORECASTER] Completed predict_future for CQP
[2025-10-14T23:55:44.035273] [INFO ] [sig       ] CQP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:44.180700] [INFO ] [LOCAL     ] Saved forecast: CQP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CQP.txt
[2025-10-14T23:55:44.180968] [INFO ] [sig       ] [437/1812] Completed CQP in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:44.181013] [INFO ] [sig       ] [438/1812] Forecasting CR...
[2025-10-14T23:55:44.181043] [INFO ] [sig       ] Generating forecast for: CR
[2025-10-14T23:55:44.181074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CR' from 'https://tdm.silogroup.org/data/derivative_storage/CR.csv'.
[2025-10-14T23:55:44.189839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CR'.
[2025-10-14T23:55:44.190149] [INFO ] [FORECASTER] Starting predict_future for CR
[2025-10-14T23:55:44.215163] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:44.215941] [DEBUG] [LOCAL     ] No optimal features file found for CR: ./output/feature-sets/CR.txt
[2025-10-14T23:55:44.215996] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:44.216048] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:44.216078] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:44.216137] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:44.234005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:44.234586] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:44.234686] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:44.234740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:44.271836] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:44.272035] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:44.272093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:44.272134] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:44.276954] [DEBUG] [FORECASTER] CR: Forecast T+1@11:T+2@11: UP (p=74.37%)
[2025-10-14T23:55:44.277339] [INFO ] [FORECASTER] Completed predict_future for CR
[2025-10-14T23:55:44.277518] [INFO ] [sig       ] CR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:44.430314] [INFO ] [LOCAL     ] Saved forecast: CR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CR.txt
[2025-10-14T23:55:44.430550] [INFO ] [sig       ] [438/1812] Completed CR in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:44.430594] [INFO ] [sig       ] [439/1812] Forecasting CRBD...
[2025-10-14T23:55:44.430625] [INFO ] [sig       ] Generating forecast for: CRBD
[2025-10-14T23:55:44.430694] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRBD' from 'https://tdm.silogroup.org/data/derivative_storage/CRBD.csv'.
[2025-10-14T23:55:44.438879] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRBD'.
[2025-10-14T23:55:44.439274] [INFO ] [FORECASTER] Starting predict_future for CRBD
[2025-10-14T23:55:44.469952] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:44.470998] [DEBUG] [LOCAL     ] No optimal features file found for CRBD: ./output/feature-sets/CRBD.txt
[2025-10-14T23:55:44.471068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:44.471119] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:44.471161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:44.471248] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:44.493797] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:44.494570] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:44.494670] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:44.494724] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:44.527819] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:44.527981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:44.528022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:44.528052] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:44.531533] [DEBUG] [FORECASTER] CRBD: Forecast T+1@11:T+2@11: DOWN (p=9.20%)
[2025-10-14T23:55:44.531837] [INFO ] [FORECASTER] Completed predict_future for CRBD
[2025-10-14T23:55:44.531973] [INFO ] [sig       ] CRBD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:44.672937] [INFO ] [LOCAL     ] Saved forecast: CRBD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRBD.txt
[2025-10-14T23:55:44.673138] [INFO ] [sig       ] [439/1812] Completed CRBD in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:44.673181] [INFO ] [sig       ] [440/1812] Forecasting CRBG...
[2025-10-14T23:55:44.673213] [INFO ] [sig       ] Generating forecast for: CRBG
[2025-10-14T23:55:44.673244] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRBG' from 'https://tdm.silogroup.org/data/derivative_storage/CRBG.csv'.
[2025-10-14T23:55:44.681493] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRBG'.
[2025-10-14T23:55:44.681789] [INFO ] [FORECASTER] Starting predict_future for CRBG
[2025-10-14T23:55:44.706843] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:44.707538] [DEBUG] [LOCAL     ] No optimal features file found for CRBG: ./output/feature-sets/CRBG.txt
[2025-10-14T23:55:44.707593] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:44.707626] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:44.707723] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:44.707793] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:44.725057] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:44.725690] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:44.725775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:44.725810] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:44.760046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:44.760219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:44.760260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:44.760289] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:44.763743] [DEBUG] [FORECASTER] CRBG: Forecast T+1@11:T+2@11: UP (p=84.53%)
[2025-10-14T23:55:44.764034] [INFO ] [FORECASTER] Completed predict_future for CRBG
[2025-10-14T23:55:44.764170] [INFO ] [sig       ] CRBG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:44.902832] [INFO ] [LOCAL     ] Saved forecast: CRBG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CRBG.txt
[2025-10-14T23:55:44.903062] [INFO ] [sig       ] [440/1812] Completed CRBG in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:44.903105] [INFO ] [sig       ] [441/1812] Forecasting CRC...
[2025-10-14T23:55:44.903136] [INFO ] [sig       ] Generating forecast for: CRC
[2025-10-14T23:55:44.903167] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRC' from 'https://tdm.silogroup.org/data/derivative_storage/CRC.csv'.
[2025-10-14T23:55:44.911374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRC'.
[2025-10-14T23:55:44.911698] [INFO ] [FORECASTER] Starting predict_future for CRC
[2025-10-14T23:55:44.935964] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:44.936704] [DEBUG] [LOCAL     ] No optimal features file found for CRC: ./output/feature-sets/CRC.txt
[2025-10-14T23:55:44.936760] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:44.936793] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:44.936821] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:44.936877] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:44.954150] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:44.955058] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:44.955150] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:44.955185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:44.991607] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:44.991801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:44.991862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:44.991894] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:44.995444] [DEBUG] [FORECASTER] CRC: Forecast T+1@11:T+2@11: DOWN (p=9.17%)
[2025-10-14T23:55:44.995794] [INFO ] [FORECASTER] Completed predict_future for CRC
[2025-10-14T23:55:44.995932] [INFO ] [sig       ] CRC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:45.133261] [INFO ] [LOCAL     ] Saved forecast: CRC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRC.txt
[2025-10-14T23:55:45.133461] [INFO ] [sig       ] [441/1812] Completed CRC in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:45.133503] [INFO ] [sig       ] [442/1812] Forecasting CRGY...
[2025-10-14T23:55:45.133534] [INFO ] [sig       ] Generating forecast for: CRGY
[2025-10-14T23:55:45.133564] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRGY' from 'https://tdm.silogroup.org/data/derivative_storage/CRGY.csv'.
[2025-10-14T23:55:45.142689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRGY'.
[2025-10-14T23:55:45.143011] [INFO ] [FORECASTER] Starting predict_future for CRGY
[2025-10-14T23:55:45.167993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:45.168725] [DEBUG] [LOCAL     ] No optimal features file found for CRGY: ./output/feature-sets/CRGY.txt
[2025-10-14T23:55:45.168781] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:45.168814] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:45.168842] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:45.168897] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:45.186009] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:45.186582] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:45.186685] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:45.186739] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:45.221283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:45.221361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:45.221396] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:45.221424] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:45.224403] [DEBUG] [FORECASTER] CRGY: Forecast T+1@11:T+2@11: UP (p=80.06%)
[2025-10-14T23:55:45.224671] [INFO ] [FORECASTER] Completed predict_future for CRGY
[2025-10-14T23:55:45.224824] [INFO ] [sig       ] CRGY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:45.360873] [INFO ] [LOCAL     ] Saved forecast: CRGY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CRGY.txt
[2025-10-14T23:55:45.361097] [INFO ] [sig       ] [442/1812] Completed CRGY in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:45.361138] [INFO ] [sig       ] [443/1812] Forecasting CRH...
[2025-10-14T23:55:45.361168] [INFO ] [sig       ] Generating forecast for: CRH
[2025-10-14T23:55:45.361199] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRH' from 'https://tdm.silogroup.org/data/derivative_storage/CRH.csv'.
[2025-10-14T23:55:45.369387] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRH'.
[2025-10-14T23:55:45.369671] [INFO ] [FORECASTER] Starting predict_future for CRH
[2025-10-14T23:55:45.394095] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:45.394828] [DEBUG] [LOCAL     ] No optimal features file found for CRH: ./output/feature-sets/CRH.txt
[2025-10-14T23:55:45.394882] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:45.394914] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:45.394941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:45.394997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:45.411871] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:45.412387] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:45.412464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:45.412496] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:45.445912] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:45.446040] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:45.446078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:45.446106] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:45.451938] [DEBUG] [FORECASTER] CRH: Forecast T+1@11:T+2@11: DOWN (p=30.58%)
[2025-10-14T23:55:45.452187] [INFO ] [FORECASTER] Completed predict_future for CRH
[2025-10-14T23:55:45.452316] [INFO ] [sig       ] CRH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:45.591604] [INFO ] [LOCAL     ] Saved forecast: CRH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRH.txt
[2025-10-14T23:55:45.591830] [INFO ] [sig       ] [443/1812] Completed CRH in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:45.591880] [INFO ] [sig       ] [444/1812] Forecasting CRI...
[2025-10-14T23:55:45.591912] [INFO ] [sig       ] Generating forecast for: CRI
[2025-10-14T23:55:45.591942] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRI' from 'https://tdm.silogroup.org/data/derivative_storage/CRI.csv'.
[2025-10-14T23:55:45.599993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRI'.
[2025-10-14T23:55:45.600253] [INFO ] [FORECASTER] Starting predict_future for CRI
[2025-10-14T23:55:45.624634] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:45.625458] [DEBUG] [LOCAL     ] No optimal features file found for CRI: ./output/feature-sets/CRI.txt
[2025-10-14T23:55:45.625512] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:45.625545] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:45.625573] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:45.625628] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:45.642366] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:45.642922] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:45.643000] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:45.643033] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:45.674059] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:45.674142] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:45.674177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:45.674206] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:45.677162] [DEBUG] [FORECASTER] CRI: Forecast T+1@11:T+2@11: UP (p=51.22%)
[2025-10-14T23:55:45.677432] [INFO ] [FORECASTER] Completed predict_future for CRI
[2025-10-14T23:55:45.677572] [INFO ] [sig       ] CRI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:45.813489] [INFO ] [LOCAL     ] Saved forecast: CRI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CRI.txt
[2025-10-14T23:55:45.813691] [INFO ] [sig       ] [444/1812] Completed CRI in 0.2s | 4.23 sym/s | Total: 1.7m | ETA: 5.4m
[2025-10-14T23:55:45.813750] [INFO ] [sig       ] [445/1812] Forecasting CRL...
[2025-10-14T23:55:45.813783] [INFO ] [sig       ] Generating forecast for: CRL
[2025-10-14T23:55:45.813813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRL' from 'https://tdm.silogroup.org/data/derivative_storage/CRL.csv'.
[2025-10-14T23:55:45.822368] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRL'.
[2025-10-14T23:55:45.822667] [INFO ] [FORECASTER] Starting predict_future for CRL
[2025-10-14T23:55:45.847164] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:45.847848] [DEBUG] [LOCAL     ] No optimal features file found for CRL: ./output/feature-sets/CRL.txt
[2025-10-14T23:55:45.847902] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:45.847948] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:45.847977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:45.848033] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:45.864965] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:45.865499] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:45.865573] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:45.865606] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:45.901195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:45.901369] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:45.901412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:45.901442] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:45.904998] [DEBUG] [FORECASTER] CRL: Forecast T+1@11:T+2@11: DOWN (p=26.30%)
[2025-10-14T23:55:45.905274] [INFO ] [FORECASTER] Completed predict_future for CRL
[2025-10-14T23:55:45.905410] [INFO ] [sig       ] CRL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:46.043817] [INFO ] [LOCAL     ] Saved forecast: CRL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRL.txt
[2025-10-14T23:55:46.044064] [INFO ] [sig       ] [445/1812] Completed CRL in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:46.044108] [INFO ] [sig       ] [446/1812] Forecasting CRM...
[2025-10-14T23:55:46.044138] [INFO ] [sig       ] Generating forecast for: CRM
[2025-10-14T23:55:46.044168] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRM' from 'https://tdm.silogroup.org/data/derivative_storage/CRM.csv'.
[2025-10-14T23:55:46.053549] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRM'.
[2025-10-14T23:55:46.053911] [INFO ] [FORECASTER] Starting predict_future for CRM
[2025-10-14T23:55:46.079458] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:46.080205] [DEBUG] [LOCAL     ] No optimal features file found for CRM: ./output/feature-sets/CRM.txt
[2025-10-14T23:55:46.080260] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:46.080294] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:46.080322] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:46.080380] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:46.097710] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:46.098321] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:46.098405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:46.098438] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:46.136286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:46.136432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:46.136473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:46.136503] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:46.139999] [DEBUG] [FORECASTER] CRM: Forecast T+1@11:T+2@11: DOWN (p=43.40%)
[2025-10-14T23:55:46.140328] [INFO ] [FORECASTER] Completed predict_future for CRM
[2025-10-14T23:55:46.140475] [INFO ] [sig       ] CRM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:46.281708] [INFO ] [LOCAL     ] Saved forecast: CRM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRM.txt
[2025-10-14T23:55:46.281936] [INFO ] [sig       ] [446/1812] Completed CRM in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:46.281979] [INFO ] [sig       ] [447/1812] Forecasting CRS...
[2025-10-14T23:55:46.282010] [INFO ] [sig       ] Generating forecast for: CRS
[2025-10-14T23:55:46.282042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRS' from 'https://tdm.silogroup.org/data/derivative_storage/CRS.csv'.
[2025-10-14T23:55:46.290529] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRS'.
[2025-10-14T23:55:46.290814] [INFO ] [FORECASTER] Starting predict_future for CRS
[2025-10-14T23:55:46.315073] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:46.315751] [DEBUG] [LOCAL     ] No optimal features file found for CRS: ./output/feature-sets/CRS.txt
[2025-10-14T23:55:46.315805] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:46.315838] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:46.315865] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:46.315921] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:46.332755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:46.333277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:46.333352] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:46.333385] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:46.366827] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:46.366899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:46.366933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:46.366962] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:46.369909] [DEBUG] [FORECASTER] CRS: Forecast T+1@11:T+2@11: DOWN (p=4.07%)
[2025-10-14T23:55:46.370150] [INFO ] [FORECASTER] Completed predict_future for CRS
[2025-10-14T23:55:46.370277] [INFO ] [sig       ] CRS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:46.512028] [INFO ] [LOCAL     ] Saved forecast: CRS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRS.txt
[2025-10-14T23:55:46.512349] [INFO ] [sig       ] [447/1812] Completed CRS in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:46.512411] [INFO ] [sig       ] [448/1812] Forecasting CRT...
[2025-10-14T23:55:46.512445] [INFO ] [sig       ] Generating forecast for: CRT
[2025-10-14T23:55:46.512486] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRT' from 'https://tdm.silogroup.org/data/derivative_storage/CRT.csv'.
[2025-10-14T23:55:46.522291] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRT'.
[2025-10-14T23:55:46.522669] [INFO ] [FORECASTER] Starting predict_future for CRT
[2025-10-14T23:55:46.547821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:46.548538] [DEBUG] [LOCAL     ] No optimal features file found for CRT: ./output/feature-sets/CRT.txt
[2025-10-14T23:55:46.548593] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:46.548626] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:46.548689] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:46.548772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:46.565820] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:46.566357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:46.566438] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:46.566471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:46.602251] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:46.602332] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:46.602368] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:46.602397] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:46.605457] [DEBUG] [FORECASTER] CRT: Forecast T+1@11:T+2@11: DOWN (p=41.08%)
[2025-10-14T23:55:46.605744] [INFO ] [FORECASTER] Completed predict_future for CRT
[2025-10-14T23:55:46.605888] [INFO ] [sig       ] CRT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:46.742553] [INFO ] [LOCAL     ] Saved forecast: CRT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CRT.txt
[2025-10-14T23:55:46.742792] [INFO ] [sig       ] [448/1812] Completed CRT in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:46.742852] [INFO ] [sig       ] [449/1812] Forecasting CSAN...
[2025-10-14T23:55:46.742885] [INFO ] [sig       ] Generating forecast for: CSAN
[2025-10-14T23:55:46.742916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSAN' from 'https://tdm.silogroup.org/data/derivative_storage/CSAN.csv'.
[2025-10-14T23:55:46.750832] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSAN'.
[2025-10-14T23:55:46.751072] [INFO ] [FORECASTER] Starting predict_future for CSAN
[2025-10-14T23:55:46.775286] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:46.775988] [DEBUG] [LOCAL     ] No optimal features file found for CSAN: ./output/feature-sets/CSAN.txt
[2025-10-14T23:55:46.776041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:46.776074] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:46.776101] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:46.776158] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:46.793044] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:46.793556] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:46.793631] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:46.793703] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:46.829321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:46.829397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:46.829432] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:46.829460] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:46.832445] [DEBUG] [FORECASTER] CSAN: Forecast T+1@11:T+2@11: DOWN (p=6.24%)
[2025-10-14T23:55:46.832718] [INFO ] [FORECASTER] Completed predict_future for CSAN
[2025-10-14T23:55:46.832858] [INFO ] [sig       ] CSAN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:46.968829] [INFO ] [LOCAL     ] Saved forecast: CSAN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CSAN.txt
[2025-10-14T23:55:46.969045] [INFO ] [sig       ] [449/1812] Completed CSAN in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:46.969087] [INFO ] [sig       ] [450/1812] Forecasting CSL...
[2025-10-14T23:55:46.969117] [INFO ] [sig       ] Generating forecast for: CSL
[2025-10-14T23:55:46.969148] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSL' from 'https://tdm.silogroup.org/data/derivative_storage/CSL.csv'.
[2025-10-14T23:55:46.977621] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSL'.
[2025-10-14T23:55:46.977984] [INFO ] [FORECASTER] Starting predict_future for CSL
[2025-10-14T23:55:47.002818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:47.003466] [DEBUG] [LOCAL     ] No optimal features file found for CSL: ./output/feature-sets/CSL.txt
[2025-10-14T23:55:47.003519] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:47.003551] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:47.003579] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:47.003635] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:47.020549] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:47.021126] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:47.021206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:47.021239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:47.056042] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:47.056122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:47.056175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:47.056205] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:47.059258] [DEBUG] [FORECASTER] CSL: Forecast T+1@11:T+2@11: DOWN (p=11.57%)
[2025-10-14T23:55:47.059507] [INFO ] [FORECASTER] Completed predict_future for CSL
[2025-10-14T23:55:47.059639] [INFO ] [sig       ] CSL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:47.197366] [INFO ] [LOCAL     ] Saved forecast: CSL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CSL.txt
[2025-10-14T23:55:47.197558] [INFO ] [sig       ] [450/1812] Completed CSL in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:47.197598] [INFO ] [sig       ] [451/1812] Forecasting CSR...
[2025-10-14T23:55:47.197628] [INFO ] [sig       ] Generating forecast for: CSR
[2025-10-14T23:55:47.197695] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSR' from 'https://tdm.silogroup.org/data/derivative_storage/CSR.csv'.
[2025-10-14T23:55:47.206419] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSR'.
[2025-10-14T23:55:47.206792] [INFO ] [FORECASTER] Starting predict_future for CSR
[2025-10-14T23:55:47.231331] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:47.232068] [DEBUG] [LOCAL     ] No optimal features file found for CSR: ./output/feature-sets/CSR.txt
[2025-10-14T23:55:47.232121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:47.232155] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:47.232183] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:47.232239] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:47.249204] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:47.249769] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:47.249848] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:47.249881] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:47.286093] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:47.286192] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:47.286229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:47.286257] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:47.289361] [DEBUG] [FORECASTER] CSR: Forecast T+1@11:T+2@11: UP (p=87.85%)
[2025-10-14T23:55:47.289614] [INFO ] [FORECASTER] Completed predict_future for CSR
[2025-10-14T23:55:47.289787] [INFO ] [sig       ] CSR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:47.425499] [INFO ] [LOCAL     ] Saved forecast: CSR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CSR.txt
[2025-10-14T23:55:47.425783] [INFO ] [sig       ] [451/1812] Completed CSR in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:47.425843] [INFO ] [sig       ] [452/1812] Forecasting CSTM...
[2025-10-14T23:55:47.425877] [INFO ] [sig       ] Generating forecast for: CSTM
[2025-10-14T23:55:47.425909] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSTM' from 'https://tdm.silogroup.org/data/derivative_storage/CSTM.csv'.
[2025-10-14T23:55:47.434781] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSTM'.
[2025-10-14T23:55:47.435070] [INFO ] [FORECASTER] Starting predict_future for CSTM
[2025-10-14T23:55:47.459473] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:47.460162] [DEBUG] [LOCAL     ] No optimal features file found for CSTM: ./output/feature-sets/CSTM.txt
[2025-10-14T23:55:47.460216] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:47.460248] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:47.460292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:47.460349] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:47.477164] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:47.477731] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:47.477813] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:47.477846] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:47.517575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:47.517747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:47.517802] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:47.517853] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:47.521281] [DEBUG] [FORECASTER] CSTM: Forecast T+1@11:T+2@11: DOWN (p=9.70%)
[2025-10-14T23:55:47.521531] [INFO ] [FORECASTER] Completed predict_future for CSTM
[2025-10-14T23:55:47.521694] [INFO ] [sig       ] CSTM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:47.659726] [INFO ] [LOCAL     ] Saved forecast: CSTM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CSTM.txt
[2025-10-14T23:55:47.659954] [INFO ] [sig       ] [452/1812] Completed CSTM in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-14T23:55:47.660013] [INFO ] [sig       ] [453/1812] Forecasting CSV...
[2025-10-14T23:55:47.660045] [INFO ] [sig       ] Generating forecast for: CSV
[2025-10-14T23:55:47.660076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSV' from 'https://tdm.silogroup.org/data/derivative_storage/CSV.csv'.
[2025-10-14T23:55:47.669567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSV'.
[2025-10-14T23:55:47.669902] [INFO ] [FORECASTER] Starting predict_future for CSV
[2025-10-14T23:55:47.694414] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:47.695147] [DEBUG] [LOCAL     ] No optimal features file found for CSV: ./output/feature-sets/CSV.txt
[2025-10-14T23:55:47.695203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:47.695302] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:47.695340] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:47.695399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:47.712574] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:47.713149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:47.713230] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:47.713263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:47.748667] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:47.748761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:47.748797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:47.748826] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:47.751883] [DEBUG] [FORECASTER] CSV: Forecast T+1@11:T+2@11: UP (p=95.07%)
[2025-10-14T23:55:47.752136] [INFO ] [FORECASTER] Completed predict_future for CSV
[2025-10-14T23:55:47.752266] [INFO ] [sig       ] CSV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:47.888094] [INFO ] [LOCAL     ] Saved forecast: CSV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CSV.txt
[2025-10-14T23:55:47.888332] [INFO ] [sig       ] [453/1812] Completed CSV in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:47.888375] [INFO ] [sig       ] [454/1812] Forecasting CTBB...
[2025-10-14T23:55:47.888406] [INFO ] [sig       ] Generating forecast for: CTBB
[2025-10-14T23:55:47.888436] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTBB' from 'https://tdm.silogroup.org/data/derivative_storage/CTBB.csv'.
[2025-10-14T23:55:47.898085] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTBB'.
[2025-10-14T23:55:47.898472] [INFO ] [FORECASTER] Starting predict_future for CTBB
[2025-10-14T23:55:47.926620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:47.927345] [DEBUG] [LOCAL     ] No optimal features file found for CTBB: ./output/feature-sets/CTBB.txt
[2025-10-14T23:55:47.927400] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:47.927433] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:47.927460] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:47.927519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:47.947960] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:47.948960] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:47.949049] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:47.949084] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:47.984084] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:47.984264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:47.984307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:47.984337] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:47.987953] [DEBUG] [FORECASTER] CTBB: Forecast T+1@11:T+2@11: DOWN (p=44.14%)
[2025-10-14T23:55:47.988308] [INFO ] [FORECASTER] Completed predict_future for CTBB
[2025-10-14T23:55:47.988465] [INFO ] [sig       ] CTBB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:48.132015] [INFO ] [LOCAL     ] Saved forecast: CTBB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTBB.txt
[2025-10-14T23:55:48.132270] [INFO ] [sig       ] [454/1812] Completed CTBB in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:48.132314] [INFO ] [sig       ] [455/1812] Forecasting CTO...
[2025-10-14T23:55:48.132345] [INFO ] [sig       ] Generating forecast for: CTO
[2025-10-14T23:55:48.132376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTO' from 'https://tdm.silogroup.org/data/derivative_storage/CTO.csv'.
[2025-10-14T23:55:48.141345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTO'.
[2025-10-14T23:55:48.141713] [INFO ] [FORECASTER] Starting predict_future for CTO
[2025-10-14T23:55:48.167712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:48.168485] [DEBUG] [LOCAL     ] No optimal features file found for CTO: ./output/feature-sets/CTO.txt
[2025-10-14T23:55:48.168541] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:48.168575] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:48.168603] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:48.168681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:48.185816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:48.186424] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:48.186502] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:48.186536] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:48.218846] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:48.219004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:48.219045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:48.219074] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:48.222416] [DEBUG] [FORECASTER] CTO: Forecast T+1@11:T+2@11: DOWN (p=18.24%)
[2025-10-14T23:55:48.222702] [INFO ] [FORECASTER] Completed predict_future for CTO
[2025-10-14T23:55:48.222844] [INFO ] [sig       ] CTO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:48.360574] [INFO ] [LOCAL     ] Saved forecast: CTO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTO.txt
[2025-10-14T23:55:48.360877] [INFO ] [sig       ] [455/1812] Completed CTO in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:48.360962] [INFO ] [sig       ] [456/1812] Forecasting CTOS...
[2025-10-14T23:55:48.360995] [INFO ] [sig       ] Generating forecast for: CTOS
[2025-10-14T23:55:48.361026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTOS' from 'https://tdm.silogroup.org/data/derivative_storage/CTOS.csv'.
[2025-10-14T23:55:48.369940] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTOS'.
[2025-10-14T23:55:48.370290] [INFO ] [FORECASTER] Starting predict_future for CTOS
[2025-10-14T23:55:48.395028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:48.395812] [DEBUG] [LOCAL     ] No optimal features file found for CTOS: ./output/feature-sets/CTOS.txt
[2025-10-14T23:55:48.395868] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:48.395901] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:48.395932] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:48.395991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:48.412854] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:48.413511] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:48.413594] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:48.413628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:48.446298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:48.446469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:48.446510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:48.446540] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:48.450022] [DEBUG] [FORECASTER] CTOS: Forecast T+1@11:T+2@11: DOWN (p=3.41%)
[2025-10-14T23:55:48.450296] [INFO ] [FORECASTER] Completed predict_future for CTOS
[2025-10-14T23:55:48.450433] [INFO ] [sig       ] CTOS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:48.589439] [INFO ] [LOCAL     ] Saved forecast: CTOS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTOS.txt
[2025-10-14T23:55:48.589636] [INFO ] [sig       ] [456/1812] Completed CTOS in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:48.589716] [INFO ] [sig       ] [457/1812] Forecasting CTRA...
[2025-10-14T23:55:48.589753] [INFO ] [sig       ] Generating forecast for: CTRA
[2025-10-14T23:55:48.589784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRA' from 'https://tdm.silogroup.org/data/derivative_storage/CTRA.csv'.
[2025-10-14T23:55:48.598903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRA'.
[2025-10-14T23:55:48.599265] [INFO ] [FORECASTER] Starting predict_future for CTRA
[2025-10-14T23:55:48.624902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:48.625685] [DEBUG] [LOCAL     ] No optimal features file found for CTRA: ./output/feature-sets/CTRA.txt
[2025-10-14T23:55:48.625741] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:48.625775] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:48.625803] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:48.625860] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:48.642776] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:48.643566] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:48.643675] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:48.643730] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:48.683203] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:48.683393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:48.683493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:48.683544] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:48.687020] [DEBUG] [FORECASTER] CTRA: Forecast T+1@11:T+2@11: UP (p=89.64%)
[2025-10-14T23:55:48.687291] [INFO ] [FORECASTER] Completed predict_future for CTRA
[2025-10-14T23:55:48.687430] [INFO ] [sig       ] CTRA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:48.833406] [INFO ] [LOCAL     ] Saved forecast: CTRA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CTRA.txt
[2025-10-14T23:55:48.833754] [INFO ] [sig       ] [457/1812] Completed CTRA in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:48.833820] [INFO ] [sig       ] [458/1812] Forecasting CTRE...
[2025-10-14T23:55:48.833880] [INFO ] [sig       ] Generating forecast for: CTRE
[2025-10-14T23:55:48.833929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRE' from 'https://tdm.silogroup.org/data/derivative_storage/CTRE.csv'.
[2025-10-14T23:55:48.843890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRE'.
[2025-10-14T23:55:48.844314] [INFO ] [FORECASTER] Starting predict_future for CTRE
[2025-10-14T23:55:48.870725] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:48.871479] [DEBUG] [LOCAL     ] No optimal features file found for CTRE: ./output/feature-sets/CTRE.txt
[2025-10-14T23:55:48.871533] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:48.871566] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:48.871594] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:48.871684] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:48.888771] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:48.889957] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:48.890161] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:48.890197] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:48.929499] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:48.929693] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:48.929751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:48.929784] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:48.933202] [DEBUG] [FORECASTER] CTRE: Forecast T+1@11:T+2@11: UP (p=98.09%)
[2025-10-14T23:55:48.933465] [INFO ] [FORECASTER] Completed predict_future for CTRE
[2025-10-14T23:55:48.933596] [INFO ] [sig       ] CTRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:49.069930] [INFO ] [LOCAL     ] Saved forecast: CTRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CTRE.txt
[2025-10-14T23:55:49.070107] [INFO ] [sig       ] [458/1812] Completed CTRE in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:49.070147] [INFO ] [sig       ] [459/1812] Forecasting CTRI...
[2025-10-14T23:55:49.070178] [INFO ] [sig       ] Generating forecast for: CTRI
[2025-10-14T23:55:49.070208] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRI' from 'https://tdm.silogroup.org/data/derivative_storage/CTRI.csv'.
[2025-10-14T23:55:49.078599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRI'.
[2025-10-14T23:55:49.078876] [INFO ] [FORECASTER] Starting predict_future for CTRI
[2025-10-14T23:55:49.103502] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:49.104209] [DEBUG] [LOCAL     ] No optimal features file found for CTRI: ./output/feature-sets/CTRI.txt
[2025-10-14T23:55:49.104263] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:49.104296] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:49.104338] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:49.104396] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:49.121674] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:49.122262] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:49.122342] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:49.122374] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:49.161610] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:49.161778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:49.161845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:49.161891] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:49.165394] [DEBUG] [FORECASTER] CTRI: Forecast T+1@11:T+2@11: DOWN (p=37.54%)
[2025-10-14T23:55:49.166015] [INFO ] [FORECASTER] Completed predict_future for CTRI
[2025-10-14T23:55:49.166158] [INFO ] [sig       ] CTRI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:49.302848] [INFO ] [LOCAL     ] Saved forecast: CTRI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTRI.txt
[2025-10-14T23:55:49.303047] [INFO ] [sig       ] [459/1812] Completed CTRI in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:49.303089] [INFO ] [sig       ] [460/1812] Forecasting CTS...
[2025-10-14T23:55:49.303119] [INFO ] [sig       ] Generating forecast for: CTS
[2025-10-14T23:55:49.303150] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTS' from 'https://tdm.silogroup.org/data/derivative_storage/CTS.csv'.
[2025-10-14T23:55:49.311429] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTS'.
[2025-10-14T23:55:49.311754] [INFO ] [FORECASTER] Starting predict_future for CTS
[2025-10-14T23:55:49.336051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:49.336777] [DEBUG] [LOCAL     ] No optimal features file found for CTS: ./output/feature-sets/CTS.txt
[2025-10-14T23:55:49.336830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:49.336863] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:49.336892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:49.336948] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:49.353830] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:49.354357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:49.354431] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:49.354464] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:49.391185] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:49.391281] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:49.391317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:49.391345] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:49.394443] [DEBUG] [FORECASTER] CTS: Forecast T+1@11:T+2@11: DOWN (p=31.97%)
[2025-10-14T23:55:49.394735] [INFO ] [FORECASTER] Completed predict_future for CTS
[2025-10-14T23:55:49.394870] [INFO ] [sig       ] CTS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:49.530572] [INFO ] [LOCAL     ] Saved forecast: CTS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTS.txt
[2025-10-14T23:55:49.530793] [INFO ] [sig       ] [460/1812] Completed CTS in 0.2s | 4.23 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:49.530852] [INFO ] [sig       ] [461/1812] Forecasting CTVA...
[2025-10-14T23:55:49.530888] [INFO ] [sig       ] Generating forecast for: CTVA
[2025-10-14T23:55:49.530922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTVA' from 'https://tdm.silogroup.org/data/derivative_storage/CTVA.csv'.
[2025-10-14T23:55:49.539635] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTVA'.
[2025-10-14T23:55:49.540003] [INFO ] [FORECASTER] Starting predict_future for CTVA
[2025-10-14T23:55:49.564431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:49.565142] [DEBUG] [LOCAL     ] No optimal features file found for CTVA: ./output/feature-sets/CTVA.txt
[2025-10-14T23:55:49.565196] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:49.565229] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:49.565256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:49.565317] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:49.582271] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:49.582852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:49.582934] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:49.582967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:49.620030] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:49.620234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:49.620295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:49.620349] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:49.624145] [DEBUG] [FORECASTER] CTVA: Forecast T+1@11:T+2@11: DOWN (p=6.76%)
[2025-10-14T23:55:49.624470] [INFO ] [FORECASTER] Completed predict_future for CTVA
[2025-10-14T23:55:49.624610] [INFO ] [sig       ] CTVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:49.763839] [INFO ] [LOCAL     ] Saved forecast: CTVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CTVA.txt
[2025-10-14T23:55:49.764092] [INFO ] [sig       ] [461/1812] Completed CTVA in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:49.764135] [INFO ] [sig       ] [462/1812] Forecasting CUBE...
[2025-10-14T23:55:49.764166] [INFO ] [sig       ] Generating forecast for: CUBE
[2025-10-14T23:55:49.764199] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUBE' from 'https://tdm.silogroup.org/data/derivative_storage/CUBE.csv'.
[2025-10-14T23:55:49.773124] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUBE'.
[2025-10-14T23:55:49.773407] [INFO ] [FORECASTER] Starting predict_future for CUBE
[2025-10-14T23:55:49.799095] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:49.799853] [DEBUG] [LOCAL     ] No optimal features file found for CUBE: ./output/feature-sets/CUBE.txt
[2025-10-14T23:55:49.799907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:49.799941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:49.799969] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:49.800025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:49.816955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:49.817590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:49.817701] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:49.817752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:49.849873] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:49.849978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:49.850016] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:49.850046] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:49.853318] [DEBUG] [FORECASTER] CUBE: Forecast T+1@11:T+2@11: DOWN (p=28.11%)
[2025-10-14T23:55:49.853576] [INFO ] [FORECASTER] Completed predict_future for CUBE
[2025-10-14T23:55:49.853735] [INFO ] [sig       ] CUBE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:49.995313] [INFO ] [LOCAL     ] Saved forecast: CUBE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CUBE.txt
[2025-10-14T23:55:49.995517] [INFO ] [sig       ] [462/1812] Completed CUBE in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:49.995560] [INFO ] [sig       ] [463/1812] Forecasting CUBI...
[2025-10-14T23:55:49.995692] [INFO ] [sig       ] Generating forecast for: CUBI
[2025-10-14T23:55:49.995739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUBI' from 'https://tdm.silogroup.org/data/derivative_storage/CUBI.csv'.
[2025-10-14T23:55:50.004211] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUBI'.
[2025-10-14T23:55:50.004500] [INFO ] [FORECASTER] Starting predict_future for CUBI
[2025-10-14T23:55:50.028984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:50.029708] [DEBUG] [LOCAL     ] No optimal features file found for CUBI: ./output/feature-sets/CUBI.txt
[2025-10-14T23:55:50.029763] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:50.029796] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:50.029823] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:50.029879] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:50.046771] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:50.047308] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:50.047387] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:50.047419] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:50.071968] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:50.072058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:50.072094] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:50.072122] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:50.075114] [DEBUG] [FORECASTER] CUBI: Forecast T+1@11:T+2@11: UP (p=70.01%)
[2025-10-14T23:55:50.075362] [INFO ] [FORECASTER] Completed predict_future for CUBI
[2025-10-14T23:55:50.075483] [INFO ] [sig       ] CUBI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:50.221419] [INFO ] [LOCAL     ] Saved forecast: CUBI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CUBI.txt
[2025-10-14T23:55:50.221627] [INFO ] [sig       ] [463/1812] Completed CUBI in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:50.221704] [INFO ] [sig       ] [464/1812] Forecasting CUK...
[2025-10-14T23:55:50.221745] [INFO ] [sig       ] Generating forecast for: CUK
[2025-10-14T23:55:50.221776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUK' from 'https://tdm.silogroup.org/data/derivative_storage/CUK.csv'.
[2025-10-14T23:55:50.229892] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUK'.
[2025-10-14T23:55:50.230190] [INFO ] [FORECASTER] Starting predict_future for CUK
[2025-10-14T23:55:50.255036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:50.255805] [DEBUG] [LOCAL     ] No optimal features file found for CUK: ./output/feature-sets/CUK.txt
[2025-10-14T23:55:50.255860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:50.255894] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:50.255924] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:50.255984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:50.273525] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:50.274131] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:50.274212] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:50.274246] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:50.307029] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:50.307164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:50.307225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:50.307256] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:50.310678] [DEBUG] [FORECASTER] CUK: Forecast T+1@11:T+2@11: DOWN (p=41.02%)
[2025-10-14T23:55:50.310942] [INFO ] [FORECASTER] Completed predict_future for CUK
[2025-10-14T23:55:50.311068] [INFO ] [sig       ] CUK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:50.451368] [INFO ] [LOCAL     ] Saved forecast: CUK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CUK.txt
[2025-10-14T23:55:50.451602] [INFO ] [sig       ] [464/1812] Completed CUK in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:50.451677] [INFO ] [sig       ] [465/1812] Forecasting CURV...
[2025-10-14T23:55:50.451743] [INFO ] [sig       ] Generating forecast for: CURV
[2025-10-14T23:55:50.451787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CURV' from 'https://tdm.silogroup.org/data/derivative_storage/CURV.csv'.
[2025-10-14T23:55:50.459853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CURV'.
[2025-10-14T23:55:50.460131] [INFO ] [FORECASTER] Starting predict_future for CURV
[2025-10-14T23:55:50.486244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:50.487001] [DEBUG] [LOCAL     ] No optimal features file found for CURV: ./output/feature-sets/CURV.txt
[2025-10-14T23:55:50.487056] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:50.487091] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:50.487121] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:50.487179] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:50.505829] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:50.506376] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:50.506453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:50.506488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:50.540074] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:50.540173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:50.540212] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:50.540242] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:50.543544] [DEBUG] [FORECASTER] CURV: Forecast T+1@11:T+2@11: UP (p=86.56%)
[2025-10-14T23:55:50.543877] [INFO ] [FORECASTER] Completed predict_future for CURV
[2025-10-14T23:55:50.544014] [INFO ] [sig       ] CURV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:50.693260] [INFO ] [LOCAL     ] Saved forecast: CURV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CURV.txt
[2025-10-14T23:55:50.693470] [INFO ] [sig       ] [465/1812] Completed CURV in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:50.693513] [INFO ] [sig       ] [466/1812] Forecasting CUZ...
[2025-10-14T23:55:50.693545] [INFO ] [sig       ] Generating forecast for: CUZ
[2025-10-14T23:55:50.693577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUZ' from 'https://tdm.silogroup.org/data/derivative_storage/CUZ.csv'.
[2025-10-14T23:55:50.703089] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUZ'.
[2025-10-14T23:55:50.703399] [INFO ] [FORECASTER] Starting predict_future for CUZ
[2025-10-14T23:55:50.728831] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:50.729590] [DEBUG] [LOCAL     ] No optimal features file found for CUZ: ./output/feature-sets/CUZ.txt
[2025-10-14T23:55:50.729669] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:50.729724] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:50.729786] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:50.729867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:50.747583] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:50.748297] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:50.748380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:50.748416] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:50.781520] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:50.781615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:50.781681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:50.781731] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:50.784882] [DEBUG] [FORECASTER] CUZ: Forecast T+1@11:T+2@11: DOWN (p=14.83%)
[2025-10-14T23:55:50.785137] [INFO ] [FORECASTER] Completed predict_future for CUZ
[2025-10-14T23:55:50.785260] [INFO ] [sig       ] CUZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:50.928929] [INFO ] [LOCAL     ] Saved forecast: CUZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CUZ.txt
[2025-10-14T23:55:50.929142] [INFO ] [sig       ] [466/1812] Completed CUZ in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:50.929195] [INFO ] [sig       ] [467/1812] Forecasting CVE...
[2025-10-14T23:55:50.929228] [INFO ] [sig       ] Generating forecast for: CVE
[2025-10-14T23:55:50.929268] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVE' from 'https://tdm.silogroup.org/data/derivative_storage/CVE.csv'.
[2025-10-14T23:55:50.937753] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVE'.
[2025-10-14T23:55:50.938025] [INFO ] [FORECASTER] Starting predict_future for CVE
[2025-10-14T23:55:50.964317] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:50.965118] [DEBUG] [LOCAL     ] No optimal features file found for CVE: ./output/feature-sets/CVE.txt
[2025-10-14T23:55:50.965173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:50.965207] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:50.965236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:50.965293] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:50.983146] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:50.983772] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:50.983852] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:50.983886] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:51.016685] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:51.016783] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:51.016821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:51.016852] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:51.020064] [DEBUG] [FORECASTER] CVE: Forecast T+1@11:T+2@11: DOWN (p=11.87%)
[2025-10-14T23:55:51.020320] [INFO ] [FORECASTER] Completed predict_future for CVE
[2025-10-14T23:55:51.020447] [INFO ] [sig       ] CVE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:51.162692] [INFO ] [LOCAL     ] Saved forecast: CVE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CVE.txt
[2025-10-14T23:55:51.162944] [INFO ] [sig       ] [467/1812] Completed CVE in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:51.162987] [INFO ] [sig       ] [468/1812] Forecasting CVEO...
[2025-10-14T23:55:51.163017] [INFO ] [sig       ] Generating forecast for: CVEO
[2025-10-14T23:55:51.163048] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVEO' from 'https://tdm.silogroup.org/data/derivative_storage/CVEO.csv'.
[2025-10-14T23:55:51.171424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVEO'.
[2025-10-14T23:55:51.171744] [INFO ] [FORECASTER] Starting predict_future for CVEO
[2025-10-14T23:55:51.197343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:51.198127] [DEBUG] [LOCAL     ] No optimal features file found for CVEO: ./output/feature-sets/CVEO.txt
[2025-10-14T23:55:51.198184] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:51.198220] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:51.198248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:51.198306] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:51.216104] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:51.216677] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:51.216778] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:51.216838] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:51.244522] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:51.244685] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:51.244742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:51.244774] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:51.248237] [DEBUG] [FORECASTER] CVEO: Forecast T+1@11:T+2@11: UP (p=87.92%)
[2025-10-14T23:55:51.248538] [INFO ] [FORECASTER] Completed predict_future for CVEO
[2025-10-14T23:55:51.248719] [INFO ] [sig       ] CVEO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:51.395085] [INFO ] [LOCAL     ] Saved forecast: CVEO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CVEO.txt
[2025-10-14T23:55:51.395281] [INFO ] [sig       ] [468/1812] Completed CVEO in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:51.395322] [INFO ] [sig       ] [469/1812] Forecasting CVI...
[2025-10-14T23:55:51.395353] [INFO ] [sig       ] Generating forecast for: CVI
[2025-10-14T23:55:51.395384] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVI' from 'https://tdm.silogroup.org/data/derivative_storage/CVI.csv'.
[2025-10-14T23:55:51.403477] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVI'.
[2025-10-14T23:55:51.403774] [INFO ] [FORECASTER] Starting predict_future for CVI
[2025-10-14T23:55:51.428133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:51.428897] [DEBUG] [LOCAL     ] No optimal features file found for CVI: ./output/feature-sets/CVI.txt
[2025-10-14T23:55:51.428953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:51.428994] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:51.429024] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:51.429082] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:51.446773] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:51.447328] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:51.447408] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:51.447441] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:51.491392] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:51.491627] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:51.491731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:51.491794] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:51.497437] [DEBUG] [FORECASTER] CVI: Forecast T+1@11:T+2@11: UP (p=54.31%)
[2025-10-14T23:55:51.497898] [INFO ] [FORECASTER] Completed predict_future for CVI
[2025-10-14T23:55:51.498137] [INFO ] [sig       ] CVI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:51.644333] [INFO ] [LOCAL     ] Saved forecast: CVI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CVI.txt
[2025-10-14T23:55:51.644604] [INFO ] [sig       ] [469/1812] Completed CVI in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:51.644675] [INFO ] [sig       ] [470/1812] Forecasting CVLG...
[2025-10-14T23:55:51.644727] [INFO ] [sig       ] Generating forecast for: CVLG
[2025-10-14T23:55:51.644762] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVLG' from 'https://tdm.silogroup.org/data/derivative_storage/CVLG.csv'.
[2025-10-14T23:55:51.654385] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVLG'.
[2025-10-14T23:55:51.654770] [INFO ] [FORECASTER] Starting predict_future for CVLG
[2025-10-14T23:55:51.680920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:51.681712] [DEBUG] [LOCAL     ] No optimal features file found for CVLG: ./output/feature-sets/CVLG.txt
[2025-10-14T23:55:51.681770] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:51.681807] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:51.681838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:51.681896] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:51.699614] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:51.700349] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:51.700436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:51.700472] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:51.740326] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:51.740509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:51.740588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:51.740633] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:51.744152] [DEBUG] [FORECASTER] CVLG: Forecast T+1@11:T+2@11: DOWN (p=30.29%)
[2025-10-14T23:55:51.744420] [INFO ] [FORECASTER] Completed predict_future for CVLG
[2025-10-14T23:55:51.744555] [INFO ] [sig       ] CVLG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:51.890185] [INFO ] [LOCAL     ] Saved forecast: CVLG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CVLG.txt
[2025-10-14T23:55:51.890459] [INFO ] [sig       ] [470/1812] Completed CVLG in 0.2s | 4.24 sym/s | Total: 1.8m | ETA: 5.3m
[2025-10-14T23:55:51.890503] [INFO ] [sig       ] [471/1812] Forecasting CVNA...
[2025-10-14T23:55:51.890535] [INFO ] [sig       ] Generating forecast for: CVNA
[2025-10-14T23:55:51.890566] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVNA' from 'https://tdm.silogroup.org/data/derivative_storage/CVNA.csv'.
[2025-10-14T23:55:51.899614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVNA'.
[2025-10-14T23:55:51.899968] [INFO ] [FORECASTER] Starting predict_future for CVNA
[2025-10-14T23:55:51.925624] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:51.926385] [DEBUG] [LOCAL     ] No optimal features file found for CVNA: ./output/feature-sets/CVNA.txt
[2025-10-14T23:55:51.926441] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:51.926475] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:51.926505] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:51.926564] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:51.944065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:51.944708] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:51.944797] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:51.944832] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:51.981336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:51.981497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:51.981561] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:51.981594] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:51.985163] [DEBUG] [FORECASTER] CVNA: Forecast T+1@11:T+2@11: DOWN (p=42.59%)
[2025-10-14T23:55:51.985437] [INFO ] [FORECASTER] Completed predict_future for CVNA
[2025-10-14T23:55:51.985577] [INFO ] [sig       ] CVNA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:52.125687] [INFO ] [LOCAL     ] Saved forecast: CVNA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CVNA.txt
[2025-10-14T23:55:52.125921] [INFO ] [sig       ] [471/1812] Completed CVNA in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:52.125963] [INFO ] [sig       ] [472/1812] Forecasting CVS...
[2025-10-14T23:55:52.125994] [INFO ] [sig       ] Generating forecast for: CVS
[2025-10-14T23:55:52.126038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVS' from 'https://tdm.silogroup.org/data/derivative_storage/CVS.csv'.
[2025-10-14T23:55:52.134297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVS'.
[2025-10-14T23:55:52.134553] [INFO ] [FORECASTER] Starting predict_future for CVS
[2025-10-14T23:55:52.159389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:52.160147] [DEBUG] [LOCAL     ] No optimal features file found for CVS: ./output/feature-sets/CVS.txt
[2025-10-14T23:55:52.160202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:52.160237] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:52.160265] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:52.160322] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:52.177538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:52.178161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:52.178247] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:52.178285] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:52.215355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:52.215485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:52.215524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:52.215592] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:52.221139] [DEBUG] [FORECASTER] CVS: Forecast T+1@11:T+2@11: DOWN (p=37.74%)
[2025-10-14T23:55:52.221405] [INFO ] [FORECASTER] Completed predict_future for CVS
[2025-10-14T23:55:52.221539] [INFO ] [sig       ] CVS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:52.368177] [INFO ] [LOCAL     ] Saved forecast: CVS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CVS.txt
[2025-10-14T23:55:52.368461] [INFO ] [sig       ] [472/1812] Completed CVS in 0.2s | 4.23 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:52.368515] [INFO ] [sig       ] [473/1812] Forecasting CVX...
[2025-10-14T23:55:52.368549] [INFO ] [sig       ] Generating forecast for: CVX
[2025-10-14T23:55:52.368582] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVX' from 'https://tdm.silogroup.org/data/derivative_storage/CVX.csv'.
[2025-10-14T23:55:52.377542] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVX'.
[2025-10-14T23:55:52.377841] [INFO ] [FORECASTER] Starting predict_future for CVX
[2025-10-14T23:55:52.402967] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:52.403700] [DEBUG] [LOCAL     ] No optimal features file found for CVX: ./output/feature-sets/CVX.txt
[2025-10-14T23:55:52.403755] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:52.403789] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:52.403879] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:52.403959] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:52.420744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:52.421309] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:52.421386] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:52.421419] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:52.457870] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:52.458016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:52.458075] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:52.458129] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:52.461472] [DEBUG] [FORECASTER] CVX: Forecast T+1@11:T+2@11: UP (p=86.48%)
[2025-10-14T23:55:52.461775] [INFO ] [FORECASTER] Completed predict_future for CVX
[2025-10-14T23:55:52.461907] [INFO ] [sig       ] CVX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:52.605121] [INFO ] [LOCAL     ] Saved forecast: CVX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CVX.txt
[2025-10-14T23:55:52.605399] [INFO ] [sig       ] [473/1812] Completed CVX in 0.2s | 4.23 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:52.605453] [INFO ] [sig       ] [474/1812] Forecasting CW...
[2025-10-14T23:55:52.605495] [INFO ] [sig       ] Generating forecast for: CW
[2025-10-14T23:55:52.605559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CW' from 'https://tdm.silogroup.org/data/derivative_storage/CW.csv'.
[2025-10-14T23:55:52.614815] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CW'.
[2025-10-14T23:55:52.615138] [INFO ] [FORECASTER] Starting predict_future for CW
[2025-10-14T23:55:52.639685] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:52.640421] [DEBUG] [LOCAL     ] No optimal features file found for CW: ./output/feature-sets/CW.txt
[2025-10-14T23:55:52.640476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:52.640510] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:52.640537] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:52.640603] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:52.658159] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:52.658744] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:52.658825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:52.658860] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:52.692134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:52.692229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:52.692266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:52.692295] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:52.695455] [DEBUG] [FORECASTER] CW: Forecast T+1@11:T+2@11: UP (p=90.85%)
[2025-10-14T23:55:52.695762] [INFO ] [FORECASTER] Completed predict_future for CW
[2025-10-14T23:55:52.695898] [INFO ] [sig       ] CW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:52.836016] [INFO ] [LOCAL     ] Saved forecast: CW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CW.txt
[2025-10-14T23:55:52.836227] [INFO ] [sig       ] [474/1812] Completed CW in 0.2s | 4.23 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:52.836271] [INFO ] [sig       ] [475/1812] Forecasting CWAN...
[2025-10-14T23:55:52.836302] [INFO ] [sig       ] Generating forecast for: CWAN
[2025-10-14T23:55:52.836333] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWAN' from 'https://tdm.silogroup.org/data/derivative_storage/CWAN.csv'.
[2025-10-14T23:55:52.845400] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWAN'.
[2025-10-14T23:55:52.845719] [INFO ] [FORECASTER] Starting predict_future for CWAN
[2025-10-14T23:55:52.870155] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:52.870900] [DEBUG] [LOCAL     ] No optimal features file found for CWAN: ./output/feature-sets/CWAN.txt
[2025-10-14T23:55:52.870954] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:52.870987] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:52.871016] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:52.871075] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:52.888181] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:52.888747] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:52.888827] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:52.888861] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:52.923767] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:52.923864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:52.923900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:52.923928] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:52.926984] [DEBUG] [FORECASTER] CWAN: Forecast T+1@11:T+2@11: DOWN (p=34.47%)
[2025-10-14T23:55:52.927233] [INFO ] [FORECASTER] Completed predict_future for CWAN
[2025-10-14T23:55:52.927363] [INFO ] [sig       ] CWAN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:53.065166] [INFO ] [LOCAL     ] Saved forecast: CWAN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CWAN.txt
[2025-10-14T23:55:53.065360] [INFO ] [sig       ] [475/1812] Completed CWAN in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:53.065442] [INFO ] [sig       ] [476/1812] Forecasting CWT...
[2025-10-14T23:55:53.065480] [INFO ] [sig       ] Generating forecast for: CWT
[2025-10-14T23:55:53.065512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWT' from 'https://tdm.silogroup.org/data/derivative_storage/CWT.csv'.
[2025-10-14T23:55:53.073543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWT'.
[2025-10-14T23:55:53.073846] [INFO ] [FORECASTER] Starting predict_future for CWT
[2025-10-14T23:55:53.098146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:53.098863] [DEBUG] [LOCAL     ] No optimal features file found for CWT: ./output/feature-sets/CWT.txt
[2025-10-14T23:55:53.098917] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:53.098949] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:53.098976] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:53.099031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:53.115843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:53.116359] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:53.116436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:53.116468] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:53.149075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:53.149169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:53.149205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:53.149233] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:53.152324] [DEBUG] [FORECASTER] CWT: Forecast T+1@11:T+2@11: DOWN (p=13.10%)
[2025-10-14T23:55:53.152575] [INFO ] [FORECASTER] Completed predict_future for CWT
[2025-10-14T23:55:53.152732] [INFO ] [sig       ] CWT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:53.293355] [INFO ] [LOCAL     ] Saved forecast: CWT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CWT.txt
[2025-10-14T23:55:53.293561] [INFO ] [sig       ] [476/1812] Completed CWT in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:53.293603] [INFO ] [sig       ] [477/1812] Forecasting CX...
[2025-10-14T23:55:53.293635] [INFO ] [sig       ] Generating forecast for: CX
[2025-10-14T23:55:53.293708] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CX' from 'https://tdm.silogroup.org/data/derivative_storage/CX.csv'.
[2025-10-14T23:55:53.302172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CX'.
[2025-10-14T23:55:53.302434] [INFO ] [FORECASTER] Starting predict_future for CX
[2025-10-14T23:55:53.326956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:53.327611] [DEBUG] [LOCAL     ] No optimal features file found for CX: ./output/feature-sets/CX.txt
[2025-10-14T23:55:53.327687] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:53.327733] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:53.327762] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:53.327817] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:53.344409] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:53.344978] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:53.345055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:53.345090] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:53.378255] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:53.378338] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:53.378373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:53.378402] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:53.381451] [DEBUG] [FORECASTER] CX: Forecast T+1@11:T+2@11: DOWN (p=4.30%)
[2025-10-14T23:55:53.381739] [INFO ] [FORECASTER] Completed predict_future for CX
[2025-10-14T23:55:53.381871] [INFO ] [sig       ] CX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:53.518241] [INFO ] [LOCAL     ] Saved forecast: CX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CX.txt
[2025-10-14T23:55:53.518461] [INFO ] [sig       ] [477/1812] Completed CX in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.3m
[2025-10-14T23:55:53.518503] [INFO ] [sig       ] [478/1812] Forecasting CXE...
[2025-10-14T23:55:53.518534] [INFO ] [sig       ] Generating forecast for: CXE
[2025-10-14T23:55:53.518565] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXE' from 'https://tdm.silogroup.org/data/derivative_storage/CXE.csv'.
[2025-10-14T23:55:53.526893] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXE'.
[2025-10-14T23:55:53.527146] [INFO ] [FORECASTER] Starting predict_future for CXE
[2025-10-14T23:55:53.551541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:53.552234] [DEBUG] [LOCAL     ] No optimal features file found for CXE: ./output/feature-sets/CXE.txt
[2025-10-14T23:55:53.552287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:53.552319] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:53.552347] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:53.552403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:53.569309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:53.569897] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:53.569975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:53.570008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:53.601844] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:53.601924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:53.601958] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:53.602005] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:53.604953] [DEBUG] [FORECASTER] CXE: Forecast T+1@11:T+2@11: DOWN (p=20.06%)
[2025-10-14T23:55:53.605194] [INFO ] [FORECASTER] Completed predict_future for CXE
[2025-10-14T23:55:53.605324] [INFO ] [sig       ] CXE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:53.742423] [INFO ] [LOCAL     ] Saved forecast: CXE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CXE.txt
[2025-10-14T23:55:53.742618] [INFO ] [sig       ] [478/1812] Completed CXE in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:53.742690] [INFO ] [sig       ] [479/1812] Forecasting CXH...
[2025-10-14T23:55:53.742736] [INFO ] [sig       ] Generating forecast for: CXH
[2025-10-14T23:55:53.742768] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXH' from 'https://tdm.silogroup.org/data/derivative_storage/CXH.csv'.
[2025-10-14T23:55:53.751026] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXH'.
[2025-10-14T23:55:53.751281] [INFO ] [FORECASTER] Starting predict_future for CXH
[2025-10-14T23:55:53.775465] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:53.776236] [DEBUG] [LOCAL     ] No optimal features file found for CXH: ./output/feature-sets/CXH.txt
[2025-10-14T23:55:53.776290] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:53.776323] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:53.776351] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:53.776407] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:53.793317] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:53.793884] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:53.793961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:53.793995] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:53.827036] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:53.827134] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:53.827170] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:53.827199] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:53.830281] [DEBUG] [FORECASTER] CXH: Forecast T+1@11:T+2@11: UP (p=61.69%)
[2025-10-14T23:55:53.830531] [INFO ] [FORECASTER] Completed predict_future for CXH
[2025-10-14T23:55:53.830682] [INFO ] [sig       ] CXH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:53.967978] [INFO ] [LOCAL     ] Saved forecast: CXH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CXH.txt
[2025-10-14T23:55:53.968209] [INFO ] [sig       ] [479/1812] Completed CXH in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:53.968268] [INFO ] [sig       ] [480/1812] Forecasting CXM...
[2025-10-14T23:55:53.968301] [INFO ] [sig       ] Generating forecast for: CXM
[2025-10-14T23:55:53.968332] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXM' from 'https://tdm.silogroup.org/data/derivative_storage/CXM.csv'.
[2025-10-14T23:55:53.977727] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXM'.
[2025-10-14T23:55:53.978217] [INFO ] [FORECASTER] Starting predict_future for CXM
[2025-10-14T23:55:54.008764] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:54.009904] [DEBUG] [LOCAL     ] No optimal features file found for CXM: ./output/feature-sets/CXM.txt
[2025-10-14T23:55:54.009978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:54.010031] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:54.010095] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:54.010168] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:54.029700] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:54.030461] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:54.030553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:54.030603] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:54.075143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:54.075317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:54.075393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:54.075450] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:54.079440] [DEBUG] [FORECASTER] CXM: Forecast T+1@11:T+2@11: DOWN (p=27.51%)
[2025-10-14T23:55:54.079819] [INFO ] [FORECASTER] Completed predict_future for CXM
[2025-10-14T23:55:54.079969] [INFO ] [sig       ] CXM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:54.228211] [INFO ] [LOCAL     ] Saved forecast: CXM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CXM.txt
[2025-10-14T23:55:54.228493] [INFO ] [sig       ] [480/1812] Completed CXM in 0.3s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:54.228547] [INFO ] [sig       ] [481/1812] Forecasting CXT...
[2025-10-14T23:55:54.228581] [INFO ] [sig       ] Generating forecast for: CXT
[2025-10-14T23:55:54.228613] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXT' from 'https://tdm.silogroup.org/data/derivative_storage/CXT.csv'.
[2025-10-14T23:55:54.237899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXT'.
[2025-10-14T23:55:54.238265] [INFO ] [FORECASTER] Starting predict_future for CXT
[2025-10-14T23:55:54.262905] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:54.263568] [DEBUG] [LOCAL     ] No optimal features file found for CXT: ./output/feature-sets/CXT.txt
[2025-10-14T23:55:54.263620] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:54.263685] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:54.263729] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:54.263787] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:54.280811] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:54.281330] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:54.281406] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:54.281439] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:54.315581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:54.315698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:54.315746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:54.315777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:54.318891] [DEBUG] [FORECASTER] CXT: Forecast T+1@11:T+2@11: DOWN (p=24.59%)
[2025-10-14T23:55:54.319139] [INFO ] [FORECASTER] Completed predict_future for CXT
[2025-10-14T23:55:54.319267] [INFO ] [sig       ] CXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:54.457997] [INFO ] [LOCAL     ] Saved forecast: CXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/CXT.txt
[2025-10-14T23:55:54.458253] [INFO ] [sig       ] [481/1812] Completed CXT in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:54.458308] [INFO ] [sig       ] [482/1812] Forecasting CYD...
[2025-10-14T23:55:54.458340] [INFO ] [sig       ] Generating forecast for: CYD
[2025-10-14T23:55:54.458370] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CYD' from 'https://tdm.silogroup.org/data/derivative_storage/CYD.csv'.
[2025-10-14T23:55:54.466586] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CYD'.
[2025-10-14T23:55:54.466871] [INFO ] [FORECASTER] Starting predict_future for CYD
[2025-10-14T23:55:54.492365] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:54.493117] [DEBUG] [LOCAL     ] No optimal features file found for CYD: ./output/feature-sets/CYD.txt
[2025-10-14T23:55:54.493171] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:54.493206] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:54.493239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:54.493331] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:54.512028] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:54.512628] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:54.512734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:54.512773] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:54.547925] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:54.548024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:54.548070] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:54.548125] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:54.551184] [DEBUG] [FORECASTER] CYD: Forecast T+1@11:T+2@11: UP (p=62.76%)
[2025-10-14T23:55:54.551432] [INFO ] [FORECASTER] Completed predict_future for CYD
[2025-10-14T23:55:54.551557] [INFO ] [sig       ] CYD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:54.692632] [INFO ] [LOCAL     ] Saved forecast: CYD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CYD.txt
[2025-10-14T23:55:54.692884] [INFO ] [sig       ] [482/1812] Completed CYD in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:54.692930] [INFO ] [sig       ] [483/1812] Forecasting CYH...
[2025-10-14T23:55:54.692963] [INFO ] [sig       ] Generating forecast for: CYH
[2025-10-14T23:55:54.692996] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CYH' from 'https://tdm.silogroup.org/data/derivative_storage/CYH.csv'.
[2025-10-14T23:55:54.701462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CYH'.
[2025-10-14T23:55:54.701766] [INFO ] [FORECASTER] Starting predict_future for CYH
[2025-10-14T23:55:54.727560] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:54.728379] [DEBUG] [LOCAL     ] No optimal features file found for CYH: ./output/feature-sets/CYH.txt
[2025-10-14T23:55:54.728435] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:54.728470] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:54.728498] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:54.728577] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:54.746960] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:54.747523] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:54.747601] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:54.747637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:54.783431] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:54.783538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:54.783578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:54.783608] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:54.786984] [DEBUG] [FORECASTER] CYH: Forecast T+1@11:T+2@11: UP (p=94.24%)
[2025-10-14T23:55:54.787294] [INFO ] [FORECASTER] Completed predict_future for CYH
[2025-10-14T23:55:54.787433] [INFO ] [sig       ] CYH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:54.932444] [INFO ] [LOCAL     ] Saved forecast: CYH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/CYH.txt
[2025-10-14T23:55:54.932675] [INFO ] [sig       ] [483/1812] Completed CYH in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:54.932744] [INFO ] [sig       ] [484/1812] Forecasting D...
[2025-10-14T23:55:54.932779] [INFO ] [sig       ] Generating forecast for: D
[2025-10-14T23:55:54.932811] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'D' from 'https://tdm.silogroup.org/data/derivative_storage/D.csv'.
[2025-10-14T23:55:54.940628] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'D'.
[2025-10-14T23:55:54.940912] [INFO ] [FORECASTER] Starting predict_future for D
[2025-10-14T23:55:54.969839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:54.970601] [DEBUG] [LOCAL     ] No optimal features file found for D: ./output/feature-sets/D.txt
[2025-10-14T23:55:54.970679] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:54.970736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:54.970766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:54.970837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:54.988036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:54.988689] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:54.988771] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:54.988804] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:55.016725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:55.016836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:55.016873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:55.016904] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:55.020321] [DEBUG] [FORECASTER] D: Forecast T+1@11:T+2@11: UP (p=95.06%)
[2025-10-14T23:55:55.020620] [INFO ] [FORECASTER] Completed predict_future for D
[2025-10-14T23:55:55.020787] [INFO ] [sig       ] D: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:55.161788] [INFO ] [LOCAL     ] Saved forecast: D	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/D.txt
[2025-10-14T23:55:55.162005] [INFO ] [sig       ] [484/1812] Completed D in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:55.162064] [INFO ] [sig       ] [485/1812] Forecasting DAO...
[2025-10-14T23:55:55.162099] [INFO ] [sig       ] Generating forecast for: DAO
[2025-10-14T23:55:55.162132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAO' from 'https://tdm.silogroup.org/data/derivative_storage/DAO.csv'.
[2025-10-14T23:55:55.171030] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAO'.
[2025-10-14T23:55:55.171328] [INFO ] [FORECASTER] Starting predict_future for DAO
[2025-10-14T23:55:55.195735] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:55.196414] [DEBUG] [LOCAL     ] No optimal features file found for DAO: ./output/feature-sets/DAO.txt
[2025-10-14T23:55:55.196466] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:55.196499] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:55.196526] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:55.196582] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:55.213787] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:55.214318] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:55.214393] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:55.214427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:55.240124] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:55.240222] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:55.240258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:55.240307] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:55.245969] [DEBUG] [FORECASTER] DAO: Forecast T+1@11:T+2@11: UP (p=97.48%)
[2025-10-14T23:55:55.246226] [INFO ] [FORECASTER] Completed predict_future for DAO
[2025-10-14T23:55:55.246346] [INFO ] [sig       ] DAO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:55.383580] [INFO ] [LOCAL     ] Saved forecast: DAO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DAO.txt
[2025-10-14T23:55:55.383782] [INFO ] [sig       ] [485/1812] Completed DAO in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:55.383840] [INFO ] [sig       ] [486/1812] Forecasting DAR...
[2025-10-14T23:55:55.383874] [INFO ] [sig       ] Generating forecast for: DAR
[2025-10-14T23:55:55.383905] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAR' from 'https://tdm.silogroup.org/data/derivative_storage/DAR.csv'.
[2025-10-14T23:55:55.391977] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAR'.
[2025-10-14T23:55:55.392250] [INFO ] [FORECASTER] Starting predict_future for DAR
[2025-10-14T23:55:55.416817] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:55.417478] [DEBUG] [LOCAL     ] No optimal features file found for DAR: ./output/feature-sets/DAR.txt
[2025-10-14T23:55:55.417531] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:55.417564] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:55.417593] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:55.417672] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:55.434755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:55.435337] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:55.435414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:55.435448] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:55.461895] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:55.461986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:55.462022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:55.462052] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:55.465049] [DEBUG] [FORECASTER] DAR: Forecast T+1@11:T+2@11: DOWN (p=22.76%)
[2025-10-14T23:55:55.465301] [INFO ] [FORECASTER] Completed predict_future for DAR
[2025-10-14T23:55:55.465422] [INFO ] [sig       ] DAR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:55.608245] [INFO ] [LOCAL     ] Saved forecast: DAR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DAR.txt
[2025-10-14T23:55:55.608449] [INFO ] [sig       ] [486/1812] Completed DAR in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:55.608492] [INFO ] [sig       ] [487/1812] Forecasting DAVA...
[2025-10-14T23:55:55.608524] [INFO ] [sig       ] Generating forecast for: DAVA
[2025-10-14T23:55:55.608556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAVA' from 'https://tdm.silogroup.org/data/derivative_storage/DAVA.csv'.
[2025-10-14T23:55:55.616706] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAVA'.
[2025-10-14T23:55:55.616981] [INFO ] [FORECASTER] Starting predict_future for DAVA
[2025-10-14T23:55:55.642167] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:55.642933] [DEBUG] [LOCAL     ] No optimal features file found for DAVA: ./output/feature-sets/DAVA.txt
[2025-10-14T23:55:55.642989] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:55.643024] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:55.643055] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:55.643115] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:55.660262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:55.660842] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:55.660927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:55.660960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:55.686692] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:55.686787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:55.686825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:55.686855] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:55.689917] [DEBUG] [FORECASTER] DAVA: Forecast T+1@11:T+2@11: UP (p=99.25%)
[2025-10-14T23:55:55.690165] [INFO ] [FORECASTER] Completed predict_future for DAVA
[2025-10-14T23:55:55.690286] [INFO ] [sig       ] DAVA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:55.836708] [INFO ] [LOCAL     ] Saved forecast: DAVA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DAVA.txt
[2025-10-14T23:55:55.836930] [INFO ] [sig       ] [487/1812] Completed DAVA in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:55.836974] [INFO ] [sig       ] [488/1812] Forecasting DB...
[2025-10-14T23:55:55.837008] [INFO ] [sig       ] Generating forecast for: DB
[2025-10-14T23:55:55.837041] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DB' from 'https://tdm.silogroup.org/data/derivative_storage/DB.csv'.
[2025-10-14T23:55:55.845578] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DB'.
[2025-10-14T23:55:55.845906] [INFO ] [FORECASTER] Starting predict_future for DB
[2025-10-14T23:55:55.870508] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:55.871249] [DEBUG] [LOCAL     ] No optimal features file found for DB: ./output/feature-sets/DB.txt
[2025-10-14T23:55:55.871302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:55.871334] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:55.871363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:55.871420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:55.888471] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:55.889036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:55.889127] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:55.889168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:55.915930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:55.916037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:55.916076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:55.916106] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:55.919274] [DEBUG] [FORECASTER] DB: Forecast T+1@11:T+2@11: DOWN (p=38.59%)
[2025-10-14T23:55:55.919532] [INFO ] [FORECASTER] Completed predict_future for DB
[2025-10-14T23:55:55.919685] [INFO ] [sig       ] DB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:56.063954] [INFO ] [LOCAL     ] Saved forecast: DB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DB.txt
[2025-10-14T23:55:56.064148] [INFO ] [sig       ] [488/1812] Completed DB in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:56.064229] [INFO ] [sig       ] [489/1812] Forecasting DBL...
[2025-10-14T23:55:56.064268] [INFO ] [sig       ] Generating forecast for: DBL
[2025-10-14T23:55:56.064300] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBL' from 'https://tdm.silogroup.org/data/derivative_storage/DBL.csv'.
[2025-10-14T23:55:56.072402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBL'.
[2025-10-14T23:55:56.072741] [INFO ] [FORECASTER] Starting predict_future for DBL
[2025-10-14T23:55:56.097507] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:56.098291] [DEBUG] [LOCAL     ] No optimal features file found for DBL: ./output/feature-sets/DBL.txt
[2025-10-14T23:55:56.098346] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:56.098381] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:56.098411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:56.098471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:56.117093] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:56.118046] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:56.118169] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:56.118207] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:56.154071] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:56.154171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:56.154210] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:56.154239] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:56.157336] [DEBUG] [FORECASTER] DBL: Forecast T+1@11:T+2@11: DOWN (p=2.37%)
[2025-10-14T23:55:56.157595] [INFO ] [FORECASTER] Completed predict_future for DBL
[2025-10-14T23:55:56.157763] [INFO ] [sig       ] DBL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:56.295536] [INFO ] [LOCAL     ] Saved forecast: DBL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DBL.txt
[2025-10-14T23:55:56.295809] [INFO ] [sig       ] [489/1812] Completed DBL in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:56.295870] [INFO ] [sig       ] [490/1812] Forecasting DBRG...
[2025-10-14T23:55:56.295903] [INFO ] [sig       ] Generating forecast for: DBRG
[2025-10-14T23:55:56.295934] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBRG' from 'https://tdm.silogroup.org/data/derivative_storage/DBRG.csv'.
[2025-10-14T23:55:56.305369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBRG'.
[2025-10-14T23:55:56.305723] [INFO ] [FORECASTER] Starting predict_future for DBRG
[2025-10-14T23:55:56.331552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:56.332295] [DEBUG] [LOCAL     ] No optimal features file found for DBRG: ./output/feature-sets/DBRG.txt
[2025-10-14T23:55:56.332350] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:56.332386] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:56.332415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:56.332473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:56.351024] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:56.351552] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:56.351632] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:56.351719] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:56.382035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:56.382126] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:56.382162] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:56.382190] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:56.385155] [DEBUG] [FORECASTER] DBRG: Forecast T+1@11:T+2@11: DOWN (p=2.51%)
[2025-10-14T23:55:56.385401] [INFO ] [FORECASTER] Completed predict_future for DBRG
[2025-10-14T23:55:56.385524] [INFO ] [sig       ] DBRG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:56.525272] [INFO ] [LOCAL     ] Saved forecast: DBRG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DBRG.txt
[2025-10-14T23:55:56.525485] [INFO ] [sig       ] [490/1812] Completed DBRG in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:56.525527] [INFO ] [sig       ] [491/1812] Forecasting DCI...
[2025-10-14T23:55:56.525566] [INFO ] [sig       ] Generating forecast for: DCI
[2025-10-14T23:55:56.525598] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DCI' from 'https://tdm.silogroup.org/data/derivative_storage/DCI.csv'.
[2025-10-14T23:55:56.534190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DCI'.
[2025-10-14T23:55:56.534459] [INFO ] [FORECASTER] Starting predict_future for DCI
[2025-10-14T23:55:56.559016] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:56.559701] [DEBUG] [LOCAL     ] No optimal features file found for DCI: ./output/feature-sets/DCI.txt
[2025-10-14T23:55:56.559755] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:56.559788] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:56.559816] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:56.559872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:56.576626] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:56.577260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:56.577337] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:56.577370] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:56.606204] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:56.606288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:56.606324] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:56.606353] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:56.609468] [DEBUG] [FORECASTER] DCI: Forecast T+1@11:T+2@11: UP (p=74.64%)
[2025-10-14T23:55:56.609760] [INFO ] [FORECASTER] Completed predict_future for DCI
[2025-10-14T23:55:56.609891] [INFO ] [sig       ] DCI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:56.745854] [INFO ] [LOCAL     ] Saved forecast: DCI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DCI.txt
[2025-10-14T23:55:56.746035] [INFO ] [sig       ] [491/1812] Completed DCI in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:56.746075] [INFO ] [sig       ] [492/1812] Forecasting DDL...
[2025-10-14T23:55:56.746106] [INFO ] [sig       ] Generating forecast for: DDL
[2025-10-14T23:55:56.746137] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDL' from 'https://tdm.silogroup.org/data/derivative_storage/DDL.csv'.
[2025-10-14T23:55:56.754313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDL'.
[2025-10-14T23:55:56.754583] [INFO ] [FORECASTER] Starting predict_future for DDL
[2025-10-14T23:55:56.778985] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:56.779673] [DEBUG] [LOCAL     ] No optimal features file found for DDL: ./output/feature-sets/DDL.txt
[2025-10-14T23:55:56.779731] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:56.779764] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:56.779792] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:56.779848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:56.796619] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:56.797186] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:56.797261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:56.797294] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:56.829383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:56.829470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:56.829504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:56.829532] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:56.832616] [DEBUG] [FORECASTER] DDL: Forecast T+1@11:T+2@11: UP (p=68.06%)
[2025-10-14T23:55:56.832894] [INFO ] [FORECASTER] Completed predict_future for DDL
[2025-10-14T23:55:56.833023] [INFO ] [sig       ] DDL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:56.973680] [INFO ] [LOCAL     ] Saved forecast: DDL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DDL.txt
[2025-10-14T23:55:56.973885] [INFO ] [sig       ] [492/1812] Completed DDL in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:56.973928] [INFO ] [sig       ] [493/1812] Forecasting DDT...
[2025-10-14T23:55:56.973959] [INFO ] [sig       ] Generating forecast for: DDT
[2025-10-14T23:55:56.973990] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDT' from 'https://tdm.silogroup.org/data/derivative_storage/DDT.csv'.
[2025-10-14T23:55:56.981933] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDT'.
[2025-10-14T23:55:56.982192] [INFO ] [FORECASTER] Starting predict_future for DDT
[2025-10-14T23:55:57.006513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:57.007226] [DEBUG] [LOCAL     ] No optimal features file found for DDT: ./output/feature-sets/DDT.txt
[2025-10-14T23:55:57.007279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:57.007313] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:57.007342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:57.007399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:57.024225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:57.024779] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:57.024862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:57.024895] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:57.055684] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:57.055773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:57.055809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:57.055837] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:57.059215] [DEBUG] [FORECASTER] DDT: Forecast T+1@11:T+2@11: UP (p=62.44%)
[2025-10-14T23:55:57.059462] [INFO ] [FORECASTER] Completed predict_future for DDT
[2025-10-14T23:55:57.059590] [INFO ] [sig       ] DDT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:57.197270] [INFO ] [LOCAL     ] Saved forecast: DDT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DDT.txt
[2025-10-14T23:55:57.197475] [INFO ] [sig       ] [493/1812] Completed DDT in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:57.197537] [INFO ] [sig       ] [494/1812] Forecasting DE...
[2025-10-14T23:55:57.197572] [INFO ] [sig       ] Generating forecast for: DE
[2025-10-14T23:55:57.197606] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DE' from 'https://tdm.silogroup.org/data/derivative_storage/DE.csv'.
[2025-10-14T23:55:57.206285] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DE'.
[2025-10-14T23:55:57.206570] [INFO ] [FORECASTER] Starting predict_future for DE
[2025-10-14T23:55:57.230886] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:57.231824] [DEBUG] [LOCAL     ] No optimal features file found for DE: ./output/feature-sets/DE.txt
[2025-10-14T23:55:57.231895] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:57.231948] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:57.231981] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:57.232041] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:57.249939] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:57.250488] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:57.250587] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:57.250625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:57.287352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:57.287460] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:57.287516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:57.287569] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:57.290841] [DEBUG] [FORECASTER] DE: Forecast T+1@11:T+2@11: DOWN (p=0.30%)
[2025-10-14T23:55:57.291088] [INFO ] [FORECASTER] Completed predict_future for DE
[2025-10-14T23:55:57.291220] [INFO ] [sig       ] DE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:57.428757] [INFO ] [LOCAL     ] Saved forecast: DE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DE.txt
[2025-10-14T23:55:57.428978] [INFO ] [sig       ] [494/1812] Completed DE in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:57.429045] [INFO ] [sig       ] [495/1812] Forecasting DEA...
[2025-10-14T23:55:57.429089] [INFO ] [sig       ] Generating forecast for: DEA
[2025-10-14T23:55:57.429129] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEA' from 'https://tdm.silogroup.org/data/derivative_storage/DEA.csv'.
[2025-10-14T23:55:57.438373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEA'.
[2025-10-14T23:55:57.438747] [INFO ] [FORECASTER] Starting predict_future for DEA
[2025-10-14T23:55:57.463454] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:57.464166] [DEBUG] [LOCAL     ] No optimal features file found for DEA: ./output/feature-sets/DEA.txt
[2025-10-14T23:55:57.464220] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:57.464253] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:57.464280] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:57.464391] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:57.481993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:57.482557] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:57.482636] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:57.482710] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:57.518099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:57.518192] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:57.518231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:57.518259] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:57.521369] [DEBUG] [FORECASTER] DEA: Forecast T+1@11:T+2@11: DOWN (p=11.56%)
[2025-10-14T23:55:57.521621] [INFO ] [FORECASTER] Completed predict_future for DEA
[2025-10-14T23:55:57.521786] [INFO ] [sig       ] DEA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:57.660133] [INFO ] [LOCAL     ] Saved forecast: DEA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DEA.txt
[2025-10-14T23:55:57.660375] [INFO ] [sig       ] [495/1812] Completed DEA in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:57.660417] [INFO ] [sig       ] [496/1812] Forecasting DEC...
[2025-10-14T23:55:57.660447] [INFO ] [sig       ] Generating forecast for: DEC
[2025-10-14T23:55:57.660478] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEC' from 'https://tdm.silogroup.org/data/derivative_storage/DEC.csv'.
[2025-10-14T23:55:57.668927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEC'.
[2025-10-14T23:55:57.669221] [INFO ] [FORECASTER] Starting predict_future for DEC
[2025-10-14T23:55:57.694315] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:57.695061] [DEBUG] [LOCAL     ] No optimal features file found for DEC: ./output/feature-sets/DEC.txt
[2025-10-14T23:55:57.695132] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:57.695166] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:57.695194] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:57.695251] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:57.712891] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:57.713495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:57.713574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:57.713608] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:57.750203] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:57.750307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:57.750344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:57.750373] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:57.753499] [DEBUG] [FORECASTER] DEC: Forecast T+1@11:T+2@11: UP (p=75.76%)
[2025-10-14T23:55:57.753799] [INFO ] [FORECASTER] Completed predict_future for DEC
[2025-10-14T23:55:57.753939] [INFO ] [sig       ] DEC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:57.891269] [INFO ] [LOCAL     ] Saved forecast: DEC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DEC.txt
[2025-10-14T23:55:57.891480] [INFO ] [sig       ] [496/1812] Completed DEC in 0.2s | 4.24 sym/s | Total: 1.9m | ETA: 5.2m
[2025-10-14T23:55:57.891521] [INFO ] [sig       ] [497/1812] Forecasting DECK...
[2025-10-14T23:55:57.891552] [INFO ] [sig       ] Generating forecast for: DECK
[2025-10-14T23:55:57.891583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DECK' from 'https://tdm.silogroup.org/data/derivative_storage/DECK.csv'.
[2025-10-14T23:55:57.900949] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DECK'.
[2025-10-14T23:55:57.901269] [INFO ] [FORECASTER] Starting predict_future for DECK
[2025-10-14T23:55:57.926897] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:57.927662] [DEBUG] [LOCAL     ] No optimal features file found for DECK: ./output/feature-sets/DECK.txt
[2025-10-14T23:55:57.927727] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:57.927767] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:57.927796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:57.927852] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:57.945491] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:57.946067] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:57.946146] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:57.946180] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:57.984217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:57.984390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:57.984431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:57.984460] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:57.988055] [DEBUG] [FORECASTER] DECK: Forecast T+1@11:T+2@11: UP (p=88.45%)
[2025-10-14T23:55:57.988366] [INFO ] [FORECASTER] Completed predict_future for DECK
[2025-10-14T23:55:57.988504] [INFO ] [sig       ] DECK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:58.135360] [INFO ] [LOCAL     ] Saved forecast: DECK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DECK.txt
[2025-10-14T23:55:58.135603] [INFO ] [sig       ] [497/1812] Completed DECK in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:58.135672] [INFO ] [sig       ] [498/1812] Forecasting DEI...
[2025-10-14T23:55:58.135727] [INFO ] [sig       ] Generating forecast for: DEI
[2025-10-14T23:55:58.135772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEI' from 'https://tdm.silogroup.org/data/derivative_storage/DEI.csv'.
[2025-10-14T23:55:58.144841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEI'.
[2025-10-14T23:55:58.145114] [INFO ] [FORECASTER] Starting predict_future for DEI
[2025-10-14T23:55:58.173772] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:58.174624] [DEBUG] [LOCAL     ] No optimal features file found for DEI: ./output/feature-sets/DEI.txt
[2025-10-14T23:55:58.174705] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:58.174747] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:58.174776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:58.174832] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:58.192032] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:58.192592] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:58.192696] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:58.192746] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:58.230145] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:58.230313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:58.230831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:58.230871] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:58.235265] [DEBUG] [FORECASTER] DEI: Forecast T+1@11:T+2@11: DOWN (p=6.67%)
[2025-10-14T23:55:58.235544] [INFO ] [FORECASTER] Completed predict_future for DEI
[2025-10-14T23:55:58.235719] [INFO ] [sig       ] DEI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:58.380934] [INFO ] [LOCAL     ] Saved forecast: DEI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DEI.txt
[2025-10-14T23:55:58.381182] [INFO ] [sig       ] [498/1812] Completed DEI in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:58.381227] [INFO ] [sig       ] [499/1812] Forecasting DELL...
[2025-10-14T23:55:58.381258] [INFO ] [sig       ] Generating forecast for: DELL
[2025-10-14T23:55:58.381288] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DELL' from 'https://tdm.silogroup.org/data/derivative_storage/DELL.csv'.
[2025-10-14T23:55:58.390428] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DELL'.
[2025-10-14T23:55:58.390732] [INFO ] [FORECASTER] Starting predict_future for DELL
[2025-10-14T23:55:58.416328] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:58.417101] [DEBUG] [LOCAL     ] No optimal features file found for DELL: ./output/feature-sets/DELL.txt
[2025-10-14T23:55:58.417156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:58.417190] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:58.417218] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:58.417285] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:58.434123] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:58.434640] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:58.434742] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:58.434776] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:58.467995] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:58.468115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:58.468164] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:58.468194] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:58.471219] [DEBUG] [FORECASTER] DELL: Forecast T+1@11:T+2@11: UP (p=86.97%)
[2025-10-14T23:55:58.471485] [INFO ] [FORECASTER] Completed predict_future for DELL
[2025-10-14T23:55:58.471607] [INFO ] [sig       ] DELL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:58.609352] [INFO ] [LOCAL     ] Saved forecast: DELL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DELL.txt
[2025-10-14T23:55:58.609548] [INFO ] [sig       ] [499/1812] Completed DELL in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:58.609589] [INFO ] [sig       ] [500/1812] Forecasting DEO...
[2025-10-14T23:55:58.609621] [INFO ] [sig       ] Generating forecast for: DEO
[2025-10-14T23:55:58.609683] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEO' from 'https://tdm.silogroup.org/data/derivative_storage/DEO.csv'.
[2025-10-14T23:55:58.617759] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEO'.
[2025-10-14T23:55:58.618022] [INFO ] [FORECASTER] Starting predict_future for DEO
[2025-10-14T23:55:58.642168] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:58.642858] [DEBUG] [LOCAL     ] No optimal features file found for DEO: ./output/feature-sets/DEO.txt
[2025-10-14T23:55:58.642912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:58.642944] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:58.642971] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:58.643026] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:58.660442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:58.661049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:58.661129] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:58.661162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:58.692941] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:58.693024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:58.693059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:58.693088] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:58.696056] [DEBUG] [FORECASTER] DEO: Forecast T+1@11:T+2@11: DOWN (p=46.49%)
[2025-10-14T23:55:58.696305] [INFO ] [FORECASTER] Completed predict_future for DEO
[2025-10-14T23:55:58.696428] [INFO ] [sig       ] DEO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:58.833238] [INFO ] [LOCAL     ] Saved forecast: DEO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DEO.txt
[2025-10-14T23:55:58.833436] [INFO ] [sig       ] [500/1812] Completed DEO in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:58.833477] [INFO ] [sig       ] [501/1812] Forecasting DFIN...
[2025-10-14T23:55:58.833507] [INFO ] [sig       ] Generating forecast for: DFIN
[2025-10-14T23:55:58.833538] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFIN' from 'https://tdm.silogroup.org/data/derivative_storage/DFIN.csv'.
[2025-10-14T23:55:58.842565] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFIN'.
[2025-10-14T23:55:58.843027] [INFO ] [FORECASTER] Starting predict_future for DFIN
[2025-10-14T23:55:58.871433] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:58.872217] [DEBUG] [LOCAL     ] No optimal features file found for DFIN: ./output/feature-sets/DFIN.txt
[2025-10-14T23:55:58.872274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:58.872308] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:58.872336] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:58.872394] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:58.892440] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:58.893081] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:58.893188] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:58.893225] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:58.937934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:58.938053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:58.941747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:58.941811] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:58.945904] [DEBUG] [FORECASTER] DFIN: Forecast T+1@11:T+2@11: DOWN (p=3.85%)
[2025-10-14T23:55:58.946202] [INFO ] [FORECASTER] Completed predict_future for DFIN
[2025-10-14T23:55:58.946347] [INFO ] [sig       ] DFIN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:59.111158] [INFO ] [LOCAL     ] Saved forecast: DFIN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DFIN.txt
[2025-10-14T23:55:59.111465] [INFO ] [sig       ] [501/1812] Completed DFIN in 0.3s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:59.111513] [INFO ] [sig       ] [502/1812] Forecasting DFP...
[2025-10-14T23:55:59.111545] [INFO ] [sig       ] Generating forecast for: DFP
[2025-10-14T23:55:59.111577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFP' from 'https://tdm.silogroup.org/data/derivative_storage/DFP.csv'.
[2025-10-14T23:55:59.119826] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFP'.
[2025-10-14T23:55:59.120084] [INFO ] [FORECASTER] Starting predict_future for DFP
[2025-10-14T23:55:59.145005] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:59.145744] [DEBUG] [LOCAL     ] No optimal features file found for DFP: ./output/feature-sets/DFP.txt
[2025-10-14T23:55:59.145799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:59.145832] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:59.145859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:59.145915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:59.163618] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:59.164229] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:59.164310] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:59.164345] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:59.196154] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:59.196232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:59.196266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:59.196295] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:59.199764] [DEBUG] [FORECASTER] DFP: Forecast T+1@11:T+2@11: UP (p=90.51%)
[2025-10-14T23:55:59.200016] [INFO ] [FORECASTER] Completed predict_future for DFP
[2025-10-14T23:55:59.200158] [INFO ] [sig       ] DFP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:59.340503] [INFO ] [LOCAL     ] Saved forecast: DFP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DFP.txt
[2025-10-14T23:55:59.340721] [INFO ] [sig       ] [502/1812] Completed DFP in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.2m
[2025-10-14T23:55:59.340781] [INFO ] [sig       ] [503/1812] Forecasting DG...
[2025-10-14T23:55:59.340814] [INFO ] [sig       ] Generating forecast for: DG
[2025-10-14T23:55:59.340845] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DG' from 'https://tdm.silogroup.org/data/derivative_storage/DG.csv'.
[2025-10-14T23:55:59.349352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DG'.
[2025-10-14T23:55:59.349593] [INFO ] [FORECASTER] Starting predict_future for DG
[2025-10-14T23:55:59.374217] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:59.374948] [DEBUG] [LOCAL     ] No optimal features file found for DG: ./output/feature-sets/DG.txt
[2025-10-14T23:55:59.375017] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:59.375051] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:59.375080] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:59.375137] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:59.392746] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:59.393306] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:59.393388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:59.393424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:59.427678] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:59.427773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:59.427809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:59.427839] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:59.431095] [DEBUG] [FORECASTER] DG: Forecast T+1@11:T+2@11: DOWN (p=18.95%)
[2025-10-14T23:55:59.431349] [INFO ] [FORECASTER] Completed predict_future for DG
[2025-10-14T23:55:59.431476] [INFO ] [sig       ] DG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:55:59.570319] [INFO ] [LOCAL     ] Saved forecast: DG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DG.txt
[2025-10-14T23:55:59.570514] [INFO ] [sig       ] [503/1812] Completed DG in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:55:59.570555] [INFO ] [sig       ] [504/1812] Forecasting DHF...
[2025-10-14T23:55:59.570585] [INFO ] [sig       ] Generating forecast for: DHF
[2025-10-14T23:55:59.570617] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHF' from 'https://tdm.silogroup.org/data/derivative_storage/DHF.csv'.
[2025-10-14T23:55:59.579108] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHF'.
[2025-10-14T23:55:59.579357] [INFO ] [FORECASTER] Starting predict_future for DHF
[2025-10-14T23:55:59.603859] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:59.604584] [DEBUG] [LOCAL     ] No optimal features file found for DHF: ./output/feature-sets/DHF.txt
[2025-10-14T23:55:59.604636] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:59.604711] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:59.604745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:59.604802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:59.622199] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:59.622966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:59.623043] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:59.623076] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:59.657068] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:59.657160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:59.657196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:59.657225] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:59.660280] [DEBUG] [FORECASTER] DHF: Forecast T+1@11:T+2@11: UP (p=75.58%)
[2025-10-14T23:55:59.660530] [INFO ] [FORECASTER] Completed predict_future for DHF
[2025-10-14T23:55:59.660683] [INFO ] [sig       ] DHF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:55:59.803750] [INFO ] [LOCAL     ] Saved forecast: DHF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DHF.txt
[2025-10-14T23:55:59.803963] [INFO ] [sig       ] [504/1812] Completed DHF in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:55:59.804022] [INFO ] [sig       ] [505/1812] Forecasting DHI...
[2025-10-14T23:55:59.804056] [INFO ] [sig       ] Generating forecast for: DHI
[2025-10-14T23:55:59.804117] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHI' from 'https://tdm.silogroup.org/data/derivative_storage/DHI.csv'.
[2025-10-14T23:55:59.814581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHI'.
[2025-10-14T23:55:59.814968] [INFO ] [FORECASTER] Starting predict_future for DHI
[2025-10-14T23:55:59.839689] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:55:59.840362] [DEBUG] [LOCAL     ] No optimal features file found for DHI: ./output/feature-sets/DHI.txt
[2025-10-14T23:55:59.840414] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:55:59.840447] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:55:59.840474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:55:59.840530] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:55:59.857365] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:55:59.857922] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:55:59.857999] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:55:59.858031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:55:59.890848] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:55:59.890927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:55:59.890963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:55:59.890991] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:55:59.893928] [DEBUG] [FORECASTER] DHI: Forecast T+1@11:T+2@11: DOWN (p=45.54%)
[2025-10-14T23:55:59.894170] [INFO ] [FORECASTER] Completed predict_future for DHI
[2025-10-14T23:55:59.894294] [INFO ] [sig       ] DHI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:00.033315] [INFO ] [LOCAL     ] Saved forecast: DHI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DHI.txt
[2025-10-14T23:56:00.033558] [INFO ] [sig       ] [505/1812] Completed DHI in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:00.033602] [INFO ] [sig       ] [506/1812] Forecasting DHT...
[2025-10-14T23:56:00.033634] [INFO ] [sig       ] Generating forecast for: DHT
[2025-10-14T23:56:00.033711] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHT' from 'https://tdm.silogroup.org/data/derivative_storage/DHT.csv'.
[2025-10-14T23:56:00.042790] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHT'.
[2025-10-14T23:56:00.043090] [INFO ] [FORECASTER] Starting predict_future for DHT
[2025-10-14T23:56:00.067788] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:00.068497] [DEBUG] [LOCAL     ] No optimal features file found for DHT: ./output/feature-sets/DHT.txt
[2025-10-14T23:56:00.068553] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:00.068585] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:00.068613] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:00.068690] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:00.086341] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:00.086917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:00.086997] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:00.087031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:00.119474] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:00.119556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:00.119594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:00.119680] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:00.122802] [DEBUG] [FORECASTER] DHT: Forecast T+1@11:T+2@11: UP (p=76.09%)
[2025-10-14T23:56:00.123054] [INFO ] [FORECASTER] Completed predict_future for DHT
[2025-10-14T23:56:00.123203] [INFO ] [sig       ] DHT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:00.261559] [INFO ] [LOCAL     ] Saved forecast: DHT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DHT.txt
[2025-10-14T23:56:00.261770] [INFO ] [sig       ] [506/1812] Completed DHT in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:00.261830] [INFO ] [sig       ] [507/1812] Forecasting DHX...
[2025-10-14T23:56:00.261863] [INFO ] [sig       ] Generating forecast for: DHX
[2025-10-14T23:56:00.261894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHX' from 'https://tdm.silogroup.org/data/derivative_storage/DHX.csv'.
[2025-10-14T23:56:00.271023] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHX'.
[2025-10-14T23:56:00.271416] [INFO ] [FORECASTER] Starting predict_future for DHX
[2025-10-14T23:56:00.296380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:00.297188] [DEBUG] [LOCAL     ] No optimal features file found for DHX: ./output/feature-sets/DHX.txt
[2025-10-14T23:56:00.297244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:00.297278] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:00.297305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:00.297362] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:00.314759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:00.315579] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:00.315699] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:00.315751] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:00.351014] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:00.351196] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:00.351238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:00.351269] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:00.354984] [DEBUG] [FORECASTER] DHX: Forecast T+1@11:T+2@11: DOWN (p=44.81%)
[2025-10-14T23:56:00.355307] [INFO ] [FORECASTER] Completed predict_future for DHX
[2025-10-14T23:56:00.355454] [INFO ] [sig       ] DHX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:00.507819] [INFO ] [LOCAL     ] Saved forecast: DHX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DHX.txt
[2025-10-14T23:56:00.508054] [INFO ] [sig       ] [507/1812] Completed DHX in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:00.508129] [INFO ] [sig       ] [508/1812] Forecasting DIAX...
[2025-10-14T23:56:00.508165] [INFO ] [sig       ] Generating forecast for: DIAX
[2025-10-14T23:56:00.508197] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIAX' from 'https://tdm.silogroup.org/data/derivative_storage/DIAX.csv'.
[2025-10-14T23:56:00.517148] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIAX'.
[2025-10-14T23:56:00.517430] [INFO ] [FORECASTER] Starting predict_future for DIAX
[2025-10-14T23:56:00.542193] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:00.542927] [DEBUG] [LOCAL     ] No optimal features file found for DIAX: ./output/feature-sets/DIAX.txt
[2025-10-14T23:56:00.542981] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:00.543013] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:00.543088] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:00.543155] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:00.560359] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:00.560946] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:00.561024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:00.561072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:00.596116] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:00.596212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:00.596248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:00.596276] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:00.599427] [DEBUG] [FORECASTER] DIAX: Forecast T+1@11:T+2@11: DOWN (p=46.66%)
[2025-10-14T23:56:00.599717] [INFO ] [FORECASTER] Completed predict_future for DIAX
[2025-10-14T23:56:00.599856] [INFO ] [sig       ] DIAX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:00.737103] [INFO ] [LOCAL     ] Saved forecast: DIAX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DIAX.txt
[2025-10-14T23:56:00.737311] [INFO ] [sig       ] [508/1812] Completed DIAX in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:00.737353] [INFO ] [sig       ] [509/1812] Forecasting DIN...
[2025-10-14T23:56:00.737384] [INFO ] [sig       ] Generating forecast for: DIN
[2025-10-14T23:56:00.737415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIN' from 'https://tdm.silogroup.org/data/derivative_storage/DIN.csv'.
[2025-10-14T23:56:00.745725] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIN'.
[2025-10-14T23:56:00.745985] [INFO ] [FORECASTER] Starting predict_future for DIN
[2025-10-14T23:56:00.770282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:00.770996] [DEBUG] [LOCAL     ] No optimal features file found for DIN: ./output/feature-sets/DIN.txt
[2025-10-14T23:56:00.771048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:00.771080] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:00.771108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:00.771164] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:00.787664] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:00.788222] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:00.788303] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:00.788336] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:00.829444] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:00.829632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:00.829730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:00.829784] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:00.833518] [DEBUG] [FORECASTER] DIN: Forecast T+1@11:T+2@11: DOWN (p=9.26%)
[2025-10-14T23:56:00.833823] [INFO ] [FORECASTER] Completed predict_future for DIN
[2025-10-14T23:56:00.833961] [INFO ] [sig       ] DIN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:00.973004] [INFO ] [LOCAL     ] Saved forecast: DIN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DIN.txt
[2025-10-14T23:56:00.973218] [INFO ] [sig       ] [509/1812] Completed DIN in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:00.973260] [INFO ] [sig       ] [510/1812] Forecasting DINO...
[2025-10-14T23:56:00.973291] [INFO ] [sig       ] Generating forecast for: DINO
[2025-10-14T23:56:00.973322] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DINO' from 'https://tdm.silogroup.org/data/derivative_storage/DINO.csv'.
[2025-10-14T23:56:00.983982] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DINO'.
[2025-10-14T23:56:00.984442] [INFO ] [FORECASTER] Starting predict_future for DINO
[2025-10-14T23:56:01.010084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:01.010980] [DEBUG] [LOCAL     ] No optimal features file found for DINO: ./output/feature-sets/DINO.txt
[2025-10-14T23:56:01.011046] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:01.011103] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:01.011135] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:01.011193] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:01.029239] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:01.029846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:01.029932] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:01.029967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:01.065156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:01.065291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:01.065353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:01.065387] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:01.068631] [DEBUG] [FORECASTER] DINO: Forecast T+1@11:T+2@11: DOWN (p=28.20%)
[2025-10-14T23:56:01.068924] [INFO ] [FORECASTER] Completed predict_future for DINO
[2025-10-14T23:56:01.069071] [INFO ] [sig       ] DINO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:01.233740] [INFO ] [LOCAL     ] Saved forecast: DINO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DINO.txt
[2025-10-14T23:56:01.233979] [INFO ] [sig       ] [510/1812] Completed DINO in 0.3s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:01.234022] [INFO ] [sig       ] [511/1812] Forecasting DIS...
[2025-10-14T23:56:01.234053] [INFO ] [sig       ] Generating forecast for: DIS
[2025-10-14T23:56:01.234084] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIS' from 'https://tdm.silogroup.org/data/derivative_storage/DIS.csv'.
[2025-10-14T23:56:01.243506] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIS'.
[2025-10-14T23:56:01.243908] [INFO ] [FORECASTER] Starting predict_future for DIS
[2025-10-14T23:56:01.270367] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:01.271213] [DEBUG] [LOCAL     ] No optimal features file found for DIS: ./output/feature-sets/DIS.txt
[2025-10-14T23:56:01.271269] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:01.271304] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:01.271333] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:01.271392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:01.289594] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:01.290632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:01.290746] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:01.290786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:01.321391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:01.321505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:01.321543] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:01.321572] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:01.327261] [DEBUG] [FORECASTER] DIS: Forecast T+1@11:T+2@11: DOWN (p=17.33%)
[2025-10-14T23:56:01.327516] [INFO ] [FORECASTER] Completed predict_future for DIS
[2025-10-14T23:56:01.327660] [INFO ] [sig       ] DIS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:01.473793] [INFO ] [LOCAL     ] Saved forecast: DIS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DIS.txt
[2025-10-14T23:56:01.474069] [INFO ] [sig       ] [511/1812] Completed DIS in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:01.474114] [INFO ] [sig       ] [512/1812] Forecasting DKL...
[2025-10-14T23:56:01.474148] [INFO ] [sig       ] Generating forecast for: DKL
[2025-10-14T23:56:01.474181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DKL' from 'https://tdm.silogroup.org/data/derivative_storage/DKL.csv'.
[2025-10-14T23:56:01.482567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DKL'.
[2025-10-14T23:56:01.482869] [INFO ] [FORECASTER] Starting predict_future for DKL
[2025-10-14T23:56:01.507545] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:01.508374] [DEBUG] [LOCAL     ] No optimal features file found for DKL: ./output/feature-sets/DKL.txt
[2025-10-14T23:56:01.508432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:01.508466] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:01.508494] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:01.508551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:01.530863] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:01.531949] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:01.532056] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:01.532101] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:01.578013] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:01.578250] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:01.578310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:01.578351] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:01.583403] [DEBUG] [FORECASTER] DKL: Forecast T+1@11:T+2@11: DOWN (p=46.02%)
[2025-10-14T23:56:01.583866] [INFO ] [FORECASTER] Completed predict_future for DKL
[2025-10-14T23:56:01.584059] [INFO ] [sig       ] DKL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:01.748571] [INFO ] [LOCAL     ] Saved forecast: DKL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DKL.txt
[2025-10-14T23:56:01.748878] [INFO ] [sig       ] [512/1812] Completed DKL in 0.3s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:01.748937] [INFO ] [sig       ] [513/1812] Forecasting DKS...
[2025-10-14T23:56:01.748972] [INFO ] [sig       ] Generating forecast for: DKS
[2025-10-14T23:56:01.749005] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DKS' from 'https://tdm.silogroup.org/data/derivative_storage/DKS.csv'.
[2025-10-14T23:56:01.757744] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DKS'.
[2025-10-14T23:56:01.758091] [INFO ] [FORECASTER] Starting predict_future for DKS
[2025-10-14T23:56:01.783671] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:01.784503] [DEBUG] [LOCAL     ] No optimal features file found for DKS: ./output/feature-sets/DKS.txt
[2025-10-14T23:56:01.784560] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:01.784597] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:01.784626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:01.784725] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:01.803064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:01.803921] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:01.804008] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:01.804047] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:01.839558] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:01.839756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:01.839810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:01.839843] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:01.843513] [DEBUG] [FORECASTER] DKS: Forecast T+1@11:T+2@11: DOWN (p=4.07%)
[2025-10-14T23:56:01.843866] [INFO ] [FORECASTER] Completed predict_future for DKS
[2025-10-14T23:56:01.844044] [INFO ] [sig       ] DKS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:01.995462] [INFO ] [LOCAL     ] Saved forecast: DKS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DKS.txt
[2025-10-14T23:56:01.995709] [INFO ] [sig       ] [513/1812] Completed DKS in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:01.995786] [INFO ] [sig       ] [514/1812] Forecasting DLNG...
[2025-10-14T23:56:01.995831] [INFO ] [sig       ] Generating forecast for: DLNG
[2025-10-14T23:56:01.995864] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLNG' from 'https://tdm.silogroup.org/data/derivative_storage/DLNG.csv'.
[2025-10-14T23:56:02.004273] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLNG'.
[2025-10-14T23:56:02.004545] [INFO ] [FORECASTER] Starting predict_future for DLNG
[2025-10-14T23:56:02.030058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:02.030872] [DEBUG] [LOCAL     ] No optimal features file found for DLNG: ./output/feature-sets/DLNG.txt
[2025-10-14T23:56:02.030930] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:02.030966] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:02.030996] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:02.031055] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:02.049422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:02.050151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:02.050250] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:02.050295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:02.086377] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:02.086532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:02.086574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:02.086608] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:02.090143] [DEBUG] [FORECASTER] DLNG: Forecast T+1@11:T+2@11: DOWN (p=16.34%)
[2025-10-14T23:56:02.090427] [INFO ] [FORECASTER] Completed predict_future for DLNG
[2025-10-14T23:56:02.090565] [INFO ] [sig       ] DLNG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:02.245547] [INFO ] [LOCAL     ] Saved forecast: DLNG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DLNG.txt
[2025-10-14T23:56:02.245893] [INFO ] [sig       ] [514/1812] Completed DLNG in 0.3s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:02.245950] [INFO ] [sig       ] [515/1812] Forecasting DLR...
[2025-10-14T23:56:02.245984] [INFO ] [sig       ] Generating forecast for: DLR
[2025-10-14T23:56:02.246017] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLR' from 'https://tdm.silogroup.org/data/derivative_storage/DLR.csv'.
[2025-10-14T23:56:02.256507] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLR'.
[2025-10-14T23:56:02.256956] [INFO ] [FORECASTER] Starting predict_future for DLR
[2025-10-14T23:56:02.282612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:02.283416] [DEBUG] [LOCAL     ] No optimal features file found for DLR: ./output/feature-sets/DLR.txt
[2025-10-14T23:56:02.283472] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:02.283506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:02.283533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:02.283590] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:02.300373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:02.301199] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:02.301285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:02.301320] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:02.337097] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:02.337272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:02.337313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:02.337344] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:02.340835] [DEBUG] [FORECASTER] DLR: Forecast T+1@11:T+2@11: UP (p=86.62%)
[2025-10-14T23:56:02.341122] [INFO ] [FORECASTER] Completed predict_future for DLR
[2025-10-14T23:56:02.341269] [INFO ] [sig       ] DLR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:02.484426] [INFO ] [LOCAL     ] Saved forecast: DLR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DLR.txt
[2025-10-14T23:56:02.484700] [INFO ] [sig       ] [515/1812] Completed DLR in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:02.484762] [INFO ] [sig       ] [516/1812] Forecasting DLX...
[2025-10-14T23:56:02.484797] [INFO ] [sig       ] Generating forecast for: DLX
[2025-10-14T23:56:02.484828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLX' from 'https://tdm.silogroup.org/data/derivative_storage/DLX.csv'.
[2025-10-14T23:56:02.494180] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLX'.
[2025-10-14T23:56:02.494547] [INFO ] [FORECASTER] Starting predict_future for DLX
[2025-10-14T23:56:02.519821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:02.520595] [DEBUG] [LOCAL     ] No optimal features file found for DLX: ./output/feature-sets/DLX.txt
[2025-10-14T23:56:02.520673] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:02.520738] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:02.520800] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:02.520868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:02.539206] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:02.539879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:02.539964] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:02.539999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:02.575161] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:02.575287] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:02.575334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:02.575367] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:02.578667] [DEBUG] [FORECASTER] DLX: Forecast T+1@11:T+2@11: DOWN (p=1.78%)
[2025-10-14T23:56:02.578962] [INFO ] [FORECASTER] Completed predict_future for DLX
[2025-10-14T23:56:02.579105] [INFO ] [sig       ] DLX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:02.737035] [INFO ] [LOCAL     ] Saved forecast: DLX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DLX.txt
[2025-10-14T23:56:02.737272] [INFO ] [sig       ] [516/1812] Completed DLX in 0.3s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:02.737317] [INFO ] [sig       ] [517/1812] Forecasting DLY...
[2025-10-14T23:56:02.737351] [INFO ] [sig       ] Generating forecast for: DLY
[2025-10-14T23:56:02.737385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLY' from 'https://tdm.silogroup.org/data/derivative_storage/DLY.csv'.
[2025-10-14T23:56:02.745765] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLY'.
[2025-10-14T23:56:02.746027] [INFO ] [FORECASTER] Starting predict_future for DLY
[2025-10-14T23:56:02.771615] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:02.772762] [DEBUG] [LOCAL     ] No optimal features file found for DLY: ./output/feature-sets/DLY.txt
[2025-10-14T23:56:02.772840] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:02.772925] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:02.772992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:02.773077] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:02.792601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:02.793423] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:02.793508] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:02.793543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:02.826391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:02.826471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:02.826508] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:02.826536] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:02.829582] [DEBUG] [FORECASTER] DLY: Forecast T+1@11:T+2@11: UP (p=82.55%)
[2025-10-14T23:56:02.829861] [INFO ] [FORECASTER] Completed predict_future for DLY
[2025-10-14T23:56:02.829994] [INFO ] [sig       ] DLY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:02.968775] [INFO ] [LOCAL     ] Saved forecast: DLY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DLY.txt
[2025-10-14T23:56:02.969002] [INFO ] [sig       ] [517/1812] Completed DLY in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:02.969056] [INFO ] [sig       ] [518/1812] Forecasting DMA...
[2025-10-14T23:56:02.969087] [INFO ] [sig       ] Generating forecast for: DMA
[2025-10-14T23:56:02.969118] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DMA' from 'https://tdm.silogroup.org/data/derivative_storage/DMA.csv'.
[2025-10-14T23:56:02.978266] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DMA'.
[2025-10-14T23:56:02.978613] [INFO ] [FORECASTER] Starting predict_future for DMA
[2025-10-14T23:56:03.003820] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:03.004491] [DEBUG] [LOCAL     ] No optimal features file found for DMA: ./output/feature-sets/DMA.txt
[2025-10-14T23:56:03.004545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:03.004577] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:03.004604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:03.004681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:03.021816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:03.022401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:03.022485] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:03.022518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:03.060914] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:03.061079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:03.061119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:03.061148] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:03.064527] [DEBUG] [FORECASTER] DMA: Forecast T+1@11:T+2@11: DOWN (p=20.59%)
[2025-10-14T23:56:03.064831] [INFO ] [FORECASTER] Completed predict_future for DMA
[2025-10-14T23:56:03.064977] [INFO ] [sig       ] DMA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:03.200339] [INFO ] [LOCAL     ] Saved forecast: DMA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DMA.txt
[2025-10-14T23:56:03.200548] [INFO ] [sig       ] [518/1812] Completed DMA in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:03.200590] [INFO ] [sig       ] [519/1812] Forecasting DMO...
[2025-10-14T23:56:03.200621] [INFO ] [sig       ] Generating forecast for: DMO
[2025-10-14T23:56:03.200737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DMO' from 'https://tdm.silogroup.org/data/derivative_storage/DMO.csv'.
[2025-10-14T23:56:03.209374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DMO'.
[2025-10-14T23:56:03.209703] [INFO ] [FORECASTER] Starting predict_future for DMO
[2025-10-14T23:56:03.234056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:03.234836] [DEBUG] [LOCAL     ] No optimal features file found for DMO: ./output/feature-sets/DMO.txt
[2025-10-14T23:56:03.234890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:03.234922] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:03.234949] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:03.235005] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:03.251625] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:03.252185] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:03.252263] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:03.252296] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:03.289540] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:03.289637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:03.289716] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:03.289751] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:03.292807] [DEBUG] [FORECASTER] DMO: Forecast T+1@11:T+2@11: DOWN (p=44.02%)
[2025-10-14T23:56:03.293059] [INFO ] [FORECASTER] Completed predict_future for DMO
[2025-10-14T23:56:03.293194] [INFO ] [sig       ] DMO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:03.429307] [INFO ] [LOCAL     ] Saved forecast: DMO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DMO.txt
[2025-10-14T23:56:03.429552] [INFO ] [sig       ] [519/1812] Completed DMO in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:03.429607] [INFO ] [sig       ] [520/1812] Forecasting DNA...
[2025-10-14T23:56:03.429661] [INFO ] [sig       ] Generating forecast for: DNA
[2025-10-14T23:56:03.429718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNA' from 'https://tdm.silogroup.org/data/derivative_storage/DNA.csv'.
[2025-10-14T23:56:03.438894] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNA'.
[2025-10-14T23:56:03.439177] [INFO ] [FORECASTER] Starting predict_future for DNA
[2025-10-14T23:56:03.463305] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:03.464066] [DEBUG] [LOCAL     ] No optimal features file found for DNA: ./output/feature-sets/DNA.txt
[2025-10-14T23:56:03.464121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:03.464154] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:03.464182] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:03.464239] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:03.481010] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:03.481527] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:03.481604] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:03.481637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:03.518671] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:03.518758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:03.518794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:03.518822] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:03.521932] [DEBUG] [FORECASTER] DNA: Forecast T+1@11:T+2@11: DOWN (p=13.49%)
[2025-10-14T23:56:03.522180] [INFO ] [FORECASTER] Completed predict_future for DNA
[2025-10-14T23:56:03.522307] [INFO ] [sig       ] DNA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:03.658035] [INFO ] [LOCAL     ] Saved forecast: DNA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DNA.txt
[2025-10-14T23:56:03.658283] [INFO ] [sig       ] [520/1812] Completed DNA in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:03.658329] [INFO ] [sig       ] [521/1812] Forecasting DNOW...
[2025-10-14T23:56:03.658359] [INFO ] [sig       ] Generating forecast for: DNOW
[2025-10-14T23:56:03.658389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNOW' from 'https://tdm.silogroup.org/data/derivative_storage/DNOW.csv'.
[2025-10-14T23:56:03.668316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNOW'.
[2025-10-14T23:56:03.668708] [INFO ] [FORECASTER] Starting predict_future for DNOW
[2025-10-14T23:56:03.694192] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:03.695068] [DEBUG] [LOCAL     ] No optimal features file found for DNOW: ./output/feature-sets/DNOW.txt
[2025-10-14T23:56:03.695124] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:03.695215] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:03.695258] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:03.695317] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:03.712277] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:03.712870] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:03.712953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:03.712986] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:03.755506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:03.755607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:03.755671] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:03.755725] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:03.759026] [DEBUG] [FORECASTER] DNOW: Forecast T+1@11:T+2@11: DOWN (p=44.42%)
[2025-10-14T23:56:03.759313] [INFO ] [FORECASTER] Completed predict_future for DNOW
[2025-10-14T23:56:03.759459] [INFO ] [sig       ] DNOW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:03.898749] [INFO ] [LOCAL     ] Saved forecast: DNOW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DNOW.txt
[2025-10-14T23:56:03.898985] [INFO ] [sig       ] [521/1812] Completed DNOW in 0.2s | 4.24 sym/s | Total: 2.0m | ETA: 5.1m
[2025-10-14T23:56:03.899030] [INFO ] [sig       ] [522/1812] Forecasting DNP...
[2025-10-14T23:56:03.899063] [INFO ] [sig       ] Generating forecast for: DNP
[2025-10-14T23:56:03.899095] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNP' from 'https://tdm.silogroup.org/data/derivative_storage/DNP.csv'.
[2025-10-14T23:56:03.907797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNP'.
[2025-10-14T23:56:03.908086] [INFO ] [FORECASTER] Starting predict_future for DNP
[2025-10-14T23:56:03.933149] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:03.933909] [DEBUG] [LOCAL     ] No optimal features file found for DNP: ./output/feature-sets/DNP.txt
[2025-10-14T23:56:03.933965] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:03.933999] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:03.934029] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:03.934086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:03.951115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:03.951688] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:03.951775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:03.951809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:03.992759] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:03.992872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:03.992909] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:03.992937] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:03.996021] [DEBUG] [FORECASTER] DNP: Forecast T+1@11:T+2@11: DOWN (p=4.05%)
[2025-10-14T23:56:03.996270] [INFO ] [FORECASTER] Completed predict_future for DNP
[2025-10-14T23:56:03.996407] [INFO ] [sig       ] DNP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:04.149753] [INFO ] [LOCAL     ] Saved forecast: DNP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DNP.txt
[2025-10-14T23:56:04.150127] [INFO ] [sig       ] [522/1812] Completed DNP in 0.3s | 4.24 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:04.150204] [INFO ] [sig       ] [523/1812] Forecasting DOC...
[2025-10-14T23:56:04.150256] [INFO ] [sig       ] Generating forecast for: DOC
[2025-10-14T23:56:04.150316] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOC' from 'https://tdm.silogroup.org/data/derivative_storage/DOC.csv'.
[2025-10-14T23:56:04.161297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOC'.
[2025-10-14T23:56:04.161877] [INFO ] [FORECASTER] Starting predict_future for DOC
[2025-10-14T23:56:04.195157] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:04.196062] [DEBUG] [LOCAL     ] No optimal features file found for DOC: ./output/feature-sets/DOC.txt
[2025-10-14T23:56:04.196118] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:04.196155] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:04.196184] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:04.196240] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:04.213869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:04.214504] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:04.214591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:04.214628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:04.250041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:04.250192] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:04.250230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:04.250261] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:04.253578] [DEBUG] [FORECASTER] DOC: Forecast T+1@11:T+2@11: DOWN (p=4.23%)
[2025-10-14T23:56:04.253872] [INFO ] [FORECASTER] Completed predict_future for DOC
[2025-10-14T23:56:04.254010] [INFO ] [sig       ] DOC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:04.393206] [INFO ] [LOCAL     ] Saved forecast: DOC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOC.txt
[2025-10-14T23:56:04.393414] [INFO ] [sig       ] [523/1812] Completed DOC in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:04.393457] [INFO ] [sig       ] [524/1812] Forecasting DOCN...
[2025-10-14T23:56:04.393489] [INFO ] [sig       ] Generating forecast for: DOCN
[2025-10-14T23:56:04.393521] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOCN' from 'https://tdm.silogroup.org/data/derivative_storage/DOCN.csv'.
[2025-10-14T23:56:04.401581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOCN'.
[2025-10-14T23:56:04.401866] [INFO ] [FORECASTER] Starting predict_future for DOCN
[2025-10-14T23:56:04.426571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:04.427289] [DEBUG] [LOCAL     ] No optimal features file found for DOCN: ./output/feature-sets/DOCN.txt
[2025-10-14T23:56:04.427343] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:04.427406] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:04.427437] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:04.427495] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:04.445361] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:04.445922] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:04.446003] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:04.446039] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:04.490686] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:04.490800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:04.490838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:04.490868] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:04.494067] [DEBUG] [FORECASTER] DOCN: Forecast T+1@11:T+2@11: DOWN (p=19.93%)
[2025-10-14T23:56:04.494320] [INFO ] [FORECASTER] Completed predict_future for DOCN
[2025-10-14T23:56:04.494450] [INFO ] [sig       ] DOCN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:04.633628] [INFO ] [LOCAL     ] Saved forecast: DOCN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOCN.txt
[2025-10-14T23:56:04.633879] [INFO ] [sig       ] [524/1812] Completed DOCN in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:04.633924] [INFO ] [sig       ] [525/1812] Forecasting DOCS...
[2025-10-14T23:56:04.633955] [INFO ] [sig       ] Generating forecast for: DOCS
[2025-10-14T23:56:04.633985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOCS' from 'https://tdm.silogroup.org/data/derivative_storage/DOCS.csv'.
[2025-10-14T23:56:04.642312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOCS'.
[2025-10-14T23:56:04.642556] [INFO ] [FORECASTER] Starting predict_future for DOCS
[2025-10-14T23:56:04.667926] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:04.668674] [DEBUG] [LOCAL     ] No optimal features file found for DOCS: ./output/feature-sets/DOCS.txt
[2025-10-14T23:56:04.668732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:04.668767] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:04.668795] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:04.668853] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:04.686321] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:04.687229] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:04.687347] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:04.687420] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:04.744026] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:04.744209] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:04.744251] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:04.744281] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:04.747814] [DEBUG] [FORECASTER] DOCS: Forecast T+1@11:T+2@11: UP (p=96.12%)
[2025-10-14T23:56:04.748136] [INFO ] [FORECASTER] Completed predict_future for DOCS
[2025-10-14T23:56:04.748297] [INFO ] [sig       ] DOCS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:04.887260] [INFO ] [LOCAL     ] Saved forecast: DOCS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DOCS.txt
[2025-10-14T23:56:04.887511] [INFO ] [sig       ] [525/1812] Completed DOCS in 0.3s | 4.23 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:04.887555] [INFO ] [sig       ] [526/1812] Forecasting DOLE...
[2025-10-14T23:56:04.887586] [INFO ] [sig       ] Generating forecast for: DOLE
[2025-10-14T23:56:04.887618] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOLE' from 'https://tdm.silogroup.org/data/derivative_storage/DOLE.csv'.
[2025-10-14T23:56:04.897821] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOLE'.
[2025-10-14T23:56:04.898308] [INFO ] [FORECASTER] Starting predict_future for DOLE
[2025-10-14T23:56:04.922807] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:04.923488] [DEBUG] [LOCAL     ] No optimal features file found for DOLE: ./output/feature-sets/DOLE.txt
[2025-10-14T23:56:04.923540] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:04.923573] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:04.923601] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:04.923678] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:04.940607] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:04.941212] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:04.941293] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:04.941326] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:04.980999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:04.981083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:04.981118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:04.981147] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:04.984165] [DEBUG] [FORECASTER] DOLE: Forecast T+1@11:T+2@11: DOWN (p=6.40%)
[2025-10-14T23:56:04.984408] [INFO ] [FORECASTER] Completed predict_future for DOLE
[2025-10-14T23:56:04.984549] [INFO ] [sig       ] DOLE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:05.121832] [INFO ] [LOCAL     ] Saved forecast: DOLE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOLE.txt
[2025-10-14T23:56:05.122045] [INFO ] [sig       ] [526/1812] Completed DOLE in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:05.122088] [INFO ] [sig       ] [527/1812] Forecasting DOUG...
[2025-10-14T23:56:05.122117] [INFO ] [sig       ] Generating forecast for: DOUG
[2025-10-14T23:56:05.122148] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOUG' from 'https://tdm.silogroup.org/data/derivative_storage/DOUG.csv'.
[2025-10-14T23:56:05.130746] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DOUG'.
[2025-10-14T23:56:05.130991] [INFO ] [FORECASTER] Starting predict_future for DOUG
[2025-10-14T23:56:05.155260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:05.155950] [DEBUG] [LOCAL     ] No optimal features file found for DOUG: ./output/feature-sets/DOUG.txt
[2025-10-14T23:56:05.156004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:05.156037] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:05.156064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:05.156119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:05.173035] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:05.173556] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:05.173632] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:05.173702] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:05.213972] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:05.214121] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:05.214161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:05.214190] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:05.217508] [DEBUG] [FORECASTER] DOUG: Forecast T+1@11:T+2@11: DOWN (p=17.30%)
[2025-10-14T23:56:05.218214] [INFO ] [FORECASTER] Completed predict_future for DOUG
[2025-10-14T23:56:05.218365] [INFO ] [sig       ] DOUG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:05.355851] [INFO ] [LOCAL     ] Saved forecast: DOUG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOUG.txt
[2025-10-14T23:56:05.356086] [INFO ] [sig       ] [527/1812] Completed DOUG in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:05.356168] [INFO ] [sig       ] [528/1812] Forecasting DOV...
[2025-10-14T23:56:05.356220] [INFO ] [sig       ] Generating forecast for: DOV
[2025-10-14T23:56:05.356268] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOV' from 'https://tdm.silogroup.org/data/derivative_storage/DOV.csv'.
[2025-10-14T23:56:05.366353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOV'.
[2025-10-14T23:56:05.366803] [INFO ] [FORECASTER] Starting predict_future for DOV
[2025-10-14T23:56:05.391957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:05.392727] [DEBUG] [LOCAL     ] No optimal features file found for DOV: ./output/feature-sets/DOV.txt
[2025-10-14T23:56:05.392783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:05.392817] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:05.392846] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:05.392902] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:05.410156] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:05.410920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:05.411006] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:05.411039] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:05.454192] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:05.454296] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:05.454334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:05.454365] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:05.457511] [DEBUG] [FORECASTER] DOV: Forecast T+1@11:T+2@11: DOWN (p=20.33%)
[2025-10-14T23:56:05.457816] [INFO ] [FORECASTER] Completed predict_future for DOV
[2025-10-14T23:56:05.457963] [INFO ] [sig       ] DOV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:05.598463] [INFO ] [LOCAL     ] Saved forecast: DOV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOV.txt
[2025-10-14T23:56:05.598719] [INFO ] [sig       ] [528/1812] Completed DOV in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-14T23:56:05.598780] [INFO ] [sig       ] [529/1812] Forecasting DOW...
[2025-10-14T23:56:05.598813] [INFO ] [sig       ] Generating forecast for: DOW
[2025-10-14T23:56:05.598843] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOW' from 'https://tdm.silogroup.org/data/derivative_storage/DOW.csv'.
[2025-10-14T23:56:05.607924] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOW'.
[2025-10-14T23:56:05.608272] [INFO ] [FORECASTER] Starting predict_future for DOW
[2025-10-14T23:56:05.632811] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:05.633550] [DEBUG] [LOCAL     ] No optimal features file found for DOW: ./output/feature-sets/DOW.txt
[2025-10-14T23:56:05.633604] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:05.633637] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:05.633708] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:05.633774] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:05.650414] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:05.650986] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:05.651070] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:05.651103] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:05.687192] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:05.687309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:05.687347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:05.687376] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:05.690525] [DEBUG] [FORECASTER] DOW: Forecast T+1@11:T+2@11: DOWN (p=24.22%)
[2025-10-14T23:56:05.690817] [INFO ] [FORECASTER] Completed predict_future for DOW
[2025-10-14T23:56:05.690962] [INFO ] [sig       ] DOW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:05.828508] [INFO ] [LOCAL     ] Saved forecast: DOW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DOW.txt
[2025-10-14T23:56:05.828756] [INFO ] [sig       ] [529/1812] Completed DOW in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:05.828820] [INFO ] [sig       ] [530/1812] Forecasting DPG...
[2025-10-14T23:56:05.828854] [INFO ] [sig       ] Generating forecast for: DPG
[2025-10-14T23:56:05.828888] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DPG' from 'https://tdm.silogroup.org/data/derivative_storage/DPG.csv'.
[2025-10-14T23:56:05.838095] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DPG'.
[2025-10-14T23:56:05.838510] [INFO ] [FORECASTER] Starting predict_future for DPG
[2025-10-14T23:56:05.863842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:05.864627] [DEBUG] [LOCAL     ] No optimal features file found for DPG: ./output/feature-sets/DPG.txt
[2025-10-14T23:56:05.864708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:05.864749] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:05.864781] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:05.864842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:05.882949] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:05.883696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:05.883788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:05.883824] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:05.916197] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:05.916352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:05.916391] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:05.916420] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:05.919783] [DEBUG] [FORECASTER] DPG: Forecast T+1@11:T+2@11: DOWN (p=3.04%)
[2025-10-14T23:56:05.920057] [INFO ] [FORECASTER] Completed predict_future for DPG
[2025-10-14T23:56:05.920195] [INFO ] [sig       ] DPG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:06.057108] [INFO ] [LOCAL     ] Saved forecast: DPG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DPG.txt
[2025-10-14T23:56:06.057314] [INFO ] [sig       ] [530/1812] Completed DPG in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:06.057356] [INFO ] [sig       ] [531/1812] Forecasting DQ...
[2025-10-14T23:56:06.057433] [INFO ] [sig       ] Generating forecast for: DQ
[2025-10-14T23:56:06.057474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DQ' from 'https://tdm.silogroup.org/data/derivative_storage/DQ.csv'.
[2025-10-14T23:56:06.065667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DQ'.
[2025-10-14T23:56:06.065927] [INFO ] [FORECASTER] Starting predict_future for DQ
[2025-10-14T23:56:06.090752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:06.091425] [DEBUG] [LOCAL     ] No optimal features file found for DQ: ./output/feature-sets/DQ.txt
[2025-10-14T23:56:06.091480] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:06.091527] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:06.091558] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:06.091616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:06.108884] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:06.109403] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:06.109480] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:06.109512] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:06.147595] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:06.147723] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:06.147773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:06.147803] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:06.150986] [DEBUG] [FORECASTER] DQ: Forecast T+1@11:T+2@11: DOWN (p=6.03%)
[2025-10-14T23:56:06.151241] [INFO ] [FORECASTER] Completed predict_future for DQ
[2025-10-14T23:56:06.151377] [INFO ] [sig       ] DQ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:06.291504] [INFO ] [LOCAL     ] Saved forecast: DQ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DQ.txt
[2025-10-14T23:56:06.291732] [INFO ] [sig       ] [531/1812] Completed DQ in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:06.291792] [INFO ] [sig       ] [532/1812] Forecasting DRD...
[2025-10-14T23:56:06.291825] [INFO ] [sig       ] Generating forecast for: DRD
[2025-10-14T23:56:06.291857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRD' from 'https://tdm.silogroup.org/data/derivative_storage/DRD.csv'.
[2025-10-14T23:56:06.300174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DRD'.
[2025-10-14T23:56:06.300452] [INFO ] [FORECASTER] Starting predict_future for DRD
[2025-10-14T23:56:06.325342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:06.326058] [DEBUG] [LOCAL     ] No optimal features file found for DRD: ./output/feature-sets/DRD.txt
[2025-10-14T23:56:06.326112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:06.326147] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:06.326177] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:06.326234] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:06.343694] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:06.344227] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:06.344306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:06.344341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:06.380297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:06.380419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:06.380460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:06.380489] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:06.383734] [DEBUG] [FORECASTER] DRD: Forecast T+1@11:T+2@11: UP (p=98.31%)
[2025-10-14T23:56:06.383994] [INFO ] [FORECASTER] Completed predict_future for DRD
[2025-10-14T23:56:06.384128] [INFO ] [sig       ] DRD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:06.523112] [INFO ] [LOCAL     ] Saved forecast: DRD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DRD.txt
[2025-10-14T23:56:06.523304] [INFO ] [sig       ] [532/1812] Completed DRD in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:06.523345] [INFO ] [sig       ] [533/1812] Forecasting DRH...
[2025-10-14T23:56:06.523376] [INFO ] [sig       ] Generating forecast for: DRH
[2025-10-14T23:56:06.523420] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRH' from 'https://tdm.silogroup.org/data/derivative_storage/DRH.csv'.
[2025-10-14T23:56:06.531625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DRH'.
[2025-10-14T23:56:06.531915] [INFO ] [FORECASTER] Starting predict_future for DRH
[2025-10-14T23:56:06.556216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:06.556908] [DEBUG] [LOCAL     ] No optimal features file found for DRH: ./output/feature-sets/DRH.txt
[2025-10-14T23:56:06.556962] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:06.556995] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:06.557023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:06.557080] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:06.573813] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:06.574368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:06.574445] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:06.574478] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:06.608156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:06.608229] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:06.608264] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:06.608294] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:06.611289] [DEBUG] [FORECASTER] DRH: Forecast T+1@11:T+2@11: DOWN (p=14.80%)
[2025-10-14T23:56:06.611545] [INFO ] [FORECASTER] Completed predict_future for DRH
[2025-10-14T23:56:06.611697] [INFO ] [sig       ] DRH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:06.748718] [INFO ] [LOCAL     ] Saved forecast: DRH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DRH.txt
[2025-10-14T23:56:06.748927] [INFO ] [sig       ] [533/1812] Completed DRH in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:06.748988] [INFO ] [sig       ] [534/1812] Forecasting DRLL...
[2025-10-14T23:56:06.749043] [INFO ] [sig       ] Generating forecast for: DRLL
[2025-10-14T23:56:06.749076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRLL' from 'https://tdm.silogroup.org/data/derivative_storage/DRLL.csv'.
[2025-10-14T23:56:06.757320] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DRLL'.
[2025-10-14T23:56:06.757620] [INFO ] [FORECASTER] Starting predict_future for DRLL
[2025-10-14T23:56:06.781976] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:06.782749] [DEBUG] [LOCAL     ] No optimal features file found for DRLL: ./output/feature-sets/DRLL.txt
[2025-10-14T23:56:06.782805] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:06.782838] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:06.782867] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:06.782924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:06.799627] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:06.800168] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:06.800246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:06.800280] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:06.832970] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:06.833066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:06.833102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:06.833131] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:06.836214] [DEBUG] [FORECASTER] DRLL: Forecast T+1@11:T+2@11: DOWN (p=11.86%)
[2025-10-14T23:56:06.836485] [INFO ] [FORECASTER] Completed predict_future for DRLL
[2025-10-14T23:56:06.836618] [INFO ] [sig       ] DRLL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:07.030306] [INFO ] [LOCAL     ] Saved forecast: DRLL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DRLL.txt
[2025-10-14T23:56:07.030500] [INFO ] [sig       ] [534/1812] Completed DRLL in 0.3s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:07.030542] [INFO ] [sig       ] [535/1812] Forecasting DSL...
[2025-10-14T23:56:07.030744] [INFO ] [sig       ] Generating forecast for: DSL
[2025-10-14T23:56:07.030788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSL' from 'https://tdm.silogroup.org/data/derivative_storage/DSL.csv'.
[2025-10-14T23:56:07.038749] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSL'.
[2025-10-14T23:56:07.039000] [INFO ] [FORECASTER] Starting predict_future for DSL
[2025-10-14T23:56:07.064942] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:07.065583] [DEBUG] [LOCAL     ] No optimal features file found for DSL: ./output/feature-sets/DSL.txt
[2025-10-14T23:56:07.065635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:07.065709] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:07.065744] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:07.065801] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:07.082475] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:07.083096] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:07.083174] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:07.083209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:07.120011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:07.120109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:07.120145] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:07.120174] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:07.123242] [DEBUG] [FORECASTER] DSL: Forecast T+1@11:T+2@11: UP (p=81.14%)
[2025-10-14T23:56:07.123493] [INFO ] [FORECASTER] Completed predict_future for DSL
[2025-10-14T23:56:07.123618] [INFO ] [sig       ] DSL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:07.262600] [INFO ] [LOCAL     ] Saved forecast: DSL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DSL.txt
[2025-10-14T23:56:07.262856] [INFO ] [sig       ] [535/1812] Completed DSL in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:07.262906] [INFO ] [sig       ] [536/1812] Forecasting DSM...
[2025-10-14T23:56:07.262939] [INFO ] [sig       ] Generating forecast for: DSM
[2025-10-14T23:56:07.262971] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSM' from 'https://tdm.silogroup.org/data/derivative_storage/DSM.csv'.
[2025-10-14T23:56:07.270877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSM'.
[2025-10-14T23:56:07.271126] [INFO ] [FORECASTER] Starting predict_future for DSM
[2025-10-14T23:56:07.295244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:07.296022] [DEBUG] [LOCAL     ] No optimal features file found for DSM: ./output/feature-sets/DSM.txt
[2025-10-14T23:56:07.296075] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:07.296109] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:07.296137] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:07.296194] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:07.313238] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:07.313795] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:07.313875] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:07.313907] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:07.348391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:07.348474] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:07.348528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:07.348558] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:07.351563] [DEBUG] [FORECASTER] DSM: Forecast T+1@11:T+2@11: DOWN (p=15.11%)
[2025-10-14T23:56:07.351837] [INFO ] [FORECASTER] Completed predict_future for DSM
[2025-10-14T23:56:07.351970] [INFO ] [sig       ] DSM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:07.491185] [INFO ] [LOCAL     ] Saved forecast: DSM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DSM.txt
[2025-10-14T23:56:07.491376] [INFO ] [sig       ] [536/1812] Completed DSM in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:07.491419] [INFO ] [sig       ] [537/1812] Forecasting DTE...
[2025-10-14T23:56:07.491449] [INFO ] [sig       ] Generating forecast for: DTE
[2025-10-14T23:56:07.491481] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTE' from 'https://tdm.silogroup.org/data/derivative_storage/DTE.csv'.
[2025-10-14T23:56:07.499588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTE'.
[2025-10-14T23:56:07.499870] [INFO ] [FORECASTER] Starting predict_future for DTE
[2025-10-14T23:56:07.524214] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:07.524937] [DEBUG] [LOCAL     ] No optimal features file found for DTE: ./output/feature-sets/DTE.txt
[2025-10-14T23:56:07.524990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:07.525024] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:07.525051] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:07.525107] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:07.542192] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:07.542862] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:07.542945] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:07.542980] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:07.577200] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:07.577284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:07.577320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:07.577349] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:07.580448] [DEBUG] [FORECASTER] DTE: Forecast T+1@11:T+2@11: DOWN (p=11.18%)
[2025-10-14T23:56:07.580735] [INFO ] [FORECASTER] Completed predict_future for DTE
[2025-10-14T23:56:07.580870] [INFO ] [sig       ] DTE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:07.718565] [INFO ] [LOCAL     ] Saved forecast: DTE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DTE.txt
[2025-10-14T23:56:07.718783] [INFO ] [sig       ] [537/1812] Completed DTE in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:07.718843] [INFO ] [sig       ] [538/1812] Forecasting DTG...
[2025-10-14T23:56:07.718877] [INFO ] [sig       ] Generating forecast for: DTG
[2025-10-14T23:56:07.718909] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTG' from 'https://tdm.silogroup.org/data/derivative_storage/DTG.csv'.
[2025-10-14T23:56:07.727132] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTG'.
[2025-10-14T23:56:07.727404] [INFO ] [FORECASTER] Starting predict_future for DTG
[2025-10-14T23:56:07.751711] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:07.752365] [DEBUG] [LOCAL     ] No optimal features file found for DTG: ./output/feature-sets/DTG.txt
[2025-10-14T23:56:07.752418] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:07.752451] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:07.752494] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:07.752553] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:07.769577] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:07.770121] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:07.770199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:07.770232] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:07.804046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:07.804127] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:07.804162] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:07.804191] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:07.807144] [DEBUG] [FORECASTER] DTG: Forecast T+1@11:T+2@11: DOWN (p=26.78%)
[2025-10-14T23:56:07.807388] [INFO ] [FORECASTER] Completed predict_future for DTG
[2025-10-14T23:56:07.807514] [INFO ] [sig       ] DTG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:07.944635] [INFO ] [LOCAL     ] Saved forecast: DTG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DTG.txt
[2025-10-14T23:56:07.944862] [INFO ] [sig       ] [538/1812] Completed DTG in 0.2s | 4.24 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:07.944905] [INFO ] [sig       ] [539/1812] Forecasting DTW...
[2025-10-14T23:56:07.944936] [INFO ] [sig       ] Generating forecast for: DTW
[2025-10-14T23:56:07.944968] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTW' from 'https://tdm.silogroup.org/data/derivative_storage/DTW.csv'.
[2025-10-14T23:56:07.953995] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTW'.
[2025-10-14T23:56:07.954407] [INFO ] [FORECASTER] Starting predict_future for DTW
[2025-10-14T23:56:07.987631] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:07.988784] [DEBUG] [LOCAL     ] No optimal features file found for DTW: ./output/feature-sets/DTW.txt
[2025-10-14T23:56:07.988847] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:07.988883] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:07.988912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:07.988970] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:08.010040] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:08.010964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:08.011062] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:08.011098] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:08.051494] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:08.051701] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:08.051778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:08.051827] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:08.055550] [DEBUG] [FORECASTER] DTW: Forecast T+1@11:T+2@11: UP (p=78.91%)
[2025-10-14T23:56:08.055997] [INFO ] [FORECASTER] Completed predict_future for DTW
[2025-10-14T23:56:08.056215] [INFO ] [sig       ] DTW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:08.223911] [INFO ] [LOCAL     ] Saved forecast: DTW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DTW.txt
[2025-10-14T23:56:08.224148] [INFO ] [sig       ] [539/1812] Completed DTW in 0.3s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:08.224191] [INFO ] [sig       ] [540/1812] Forecasting DUKB...
[2025-10-14T23:56:08.224222] [INFO ] [sig       ] Generating forecast for: DUKB
[2025-10-14T23:56:08.224254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DUKB' from 'https://tdm.silogroup.org/data/derivative_storage/DUKB.csv'.
[2025-10-14T23:56:08.232939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DUKB'.
[2025-10-14T23:56:08.233318] [INFO ] [FORECASTER] Starting predict_future for DUKB
[2025-10-14T23:56:08.258709] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:08.259487] [DEBUG] [LOCAL     ] No optimal features file found for DUKB: ./output/feature-sets/DUKB.txt
[2025-10-14T23:56:08.259542] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:08.259577] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:08.259606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:08.259685] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:08.276798] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:08.277632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:08.277748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:08.277787] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:08.315333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:08.315435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:08.315472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:08.315533] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:08.322160] [DEBUG] [FORECASTER] DUKB: Forecast T+1@11:T+2@11: UP (p=89.54%)
[2025-10-14T23:56:08.322436] [INFO ] [FORECASTER] Completed predict_future for DUKB
[2025-10-14T23:56:08.322575] [INFO ] [sig       ] DUKB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:08.458923] [INFO ] [LOCAL     ] Saved forecast: DUKB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DUKB.txt
[2025-10-14T23:56:08.459127] [INFO ] [sig       ] [540/1812] Completed DUKB in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:08.459168] [INFO ] [sig       ] [541/1812] Forecasting DV...
[2025-10-14T23:56:08.459199] [INFO ] [sig       ] Generating forecast for: DV
[2025-10-14T23:56:08.459231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DV' from 'https://tdm.silogroup.org/data/derivative_storage/DV.csv'.
[2025-10-14T23:56:08.467965] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DV'.
[2025-10-14T23:56:08.468257] [INFO ] [FORECASTER] Starting predict_future for DV
[2025-10-14T23:56:08.492661] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:08.493363] [DEBUG] [LOCAL     ] No optimal features file found for DV: ./output/feature-sets/DV.txt
[2025-10-14T23:56:08.493416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:08.493450] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:08.493478] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:08.493536] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:08.510520] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:08.511235] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:08.511321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:08.511359] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:08.546624] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:08.546825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:08.546869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:08.546899] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:08.550787] [DEBUG] [FORECASTER] DV: Forecast T+1@11:T+2@11: DOWN (p=27.52%)
[2025-10-14T23:56:08.551098] [INFO ] [FORECASTER] Completed predict_future for DV
[2025-10-14T23:56:08.551238] [INFO ] [sig       ] DV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:08.693367] [INFO ] [LOCAL     ] Saved forecast: DV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DV.txt
[2025-10-14T23:56:08.693691] [INFO ] [sig       ] [541/1812] Completed DV in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:08.693753] [INFO ] [sig       ] [542/1812] Forecasting DVA...
[2025-10-14T23:56:08.693787] [INFO ] [sig       ] Generating forecast for: DVA
[2025-10-14T23:56:08.693819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DVA' from 'https://tdm.silogroup.org/data/derivative_storage/DVA.csv'.
[2025-10-14T23:56:08.702975] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DVA'.
[2025-10-14T23:56:08.703345] [INFO ] [FORECASTER] Starting predict_future for DVA
[2025-10-14T23:56:08.728442] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:08.729262] [DEBUG] [LOCAL     ] No optimal features file found for DVA: ./output/feature-sets/DVA.txt
[2025-10-14T23:56:08.729326] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:08.729369] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:08.729404] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:08.729472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:08.746418] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:08.747301] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:08.747393] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:08.747427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:08.785263] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:08.785433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:08.785473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:08.785503] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:08.788972] [DEBUG] [FORECASTER] DVA: Forecast T+1@11:T+2@11: DOWN (p=15.90%)
[2025-10-14T23:56:08.789251] [INFO ] [FORECASTER] Completed predict_future for DVA
[2025-10-14T23:56:08.789385] [INFO ] [sig       ] DVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:08.928193] [INFO ] [LOCAL     ] Saved forecast: DVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DVA.txt
[2025-10-14T23:56:08.928461] [INFO ] [sig       ] [542/1812] Completed DVA in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:08.928506] [INFO ] [sig       ] [543/1812] Forecasting DX...
[2025-10-14T23:56:08.928536] [INFO ] [sig       ] Generating forecast for: DX
[2025-10-14T23:56:08.928567] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DX' from 'https://tdm.silogroup.org/data/derivative_storage/DX.csv'.
[2025-10-14T23:56:08.937363] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DX'.
[2025-10-14T23:56:08.937673] [INFO ] [FORECASTER] Starting predict_future for DX
[2025-10-14T23:56:08.962031] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:08.962746] [DEBUG] [LOCAL     ] No optimal features file found for DX: ./output/feature-sets/DX.txt
[2025-10-14T23:56:08.962801] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:08.962834] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:08.962861] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:08.962918] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:08.980730] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:08.981499] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:08.981584] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:08.981620] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:09.018465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:09.018626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:09.018745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:09.018790] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:09.022170] [DEBUG] [FORECASTER] DX: Forecast T+1@11:T+2@11: DOWN (p=9.96%)
[2025-10-14T23:56:09.022443] [INFO ] [FORECASTER] Completed predict_future for DX
[2025-10-14T23:56:09.022577] [INFO ] [sig       ] DX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:09.165113] [INFO ] [LOCAL     ] Saved forecast: DX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DX.txt
[2025-10-14T23:56:09.165382] [INFO ] [sig       ] [543/1812] Completed DX in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:09.165473] [INFO ] [sig       ] [544/1812] Forecasting DXYZ...
[2025-10-14T23:56:09.165514] [INFO ] [sig       ] Generating forecast for: DXYZ
[2025-10-14T23:56:09.165548] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DXYZ' from 'https://tdm.silogroup.org/data/derivative_storage/DXYZ.csv'.
[2025-10-14T23:56:09.174239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DXYZ'.
[2025-10-14T23:56:09.174494] [INFO ] [FORECASTER] Starting predict_future for DXYZ
[2025-10-14T23:56:09.198912] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:09.199577] [DEBUG] [LOCAL     ] No optimal features file found for DXYZ: ./output/feature-sets/DXYZ.txt
[2025-10-14T23:56:09.199632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:09.199705] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:09.199743] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:09.199801] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:09.216775] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:09.217318] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:09.217399] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:09.217436] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:09.255867] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:09.255980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:09.256019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:09.256050] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:09.259287] [DEBUG] [FORECASTER] DXYZ: Forecast T+1@11:T+2@11: DOWN (p=7.24%)
[2025-10-14T23:56:09.259576] [INFO ] [FORECASTER] Completed predict_future for DXYZ
[2025-10-14T23:56:09.259743] [INFO ] [sig       ] DXYZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:09.398081] [INFO ] [LOCAL     ] Saved forecast: DXYZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/DXYZ.txt
[2025-10-14T23:56:09.398285] [INFO ] [sig       ] [544/1812] Completed DXYZ in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:09.398328] [INFO ] [sig       ] [545/1812] Forecasting DY...
[2025-10-14T23:56:09.398362] [INFO ] [sig       ] Generating forecast for: DY
[2025-10-14T23:56:09.398396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DY' from 'https://tdm.silogroup.org/data/derivative_storage/DY.csv'.
[2025-10-14T23:56:09.406949] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DY'.
[2025-10-14T23:56:09.407217] [INFO ] [FORECASTER] Starting predict_future for DY
[2025-10-14T23:56:09.432047] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:09.432860] [DEBUG] [LOCAL     ] No optimal features file found for DY: ./output/feature-sets/DY.txt
[2025-10-14T23:56:09.432916] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:09.432950] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:09.432980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:09.433057] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:09.450348] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:09.450912] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:09.450990] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:09.451023] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:09.486885] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:09.486982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:09.487019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:09.487048] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:09.490245] [DEBUG] [FORECASTER] DY: Forecast T+1@11:T+2@11: UP (p=62.47%)
[2025-10-14T23:56:09.490499] [INFO ] [FORECASTER] Completed predict_future for DY
[2025-10-14T23:56:09.490630] [INFO ] [sig       ] DY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:09.628088] [INFO ] [LOCAL     ] Saved forecast: DY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/DY.txt
[2025-10-14T23:56:09.628307] [INFO ] [sig       ] [545/1812] Completed DY in 0.2s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:09.628350] [INFO ] [sig       ] [546/1812] Forecasting E...
[2025-10-14T23:56:09.628385] [INFO ] [sig       ] Generating forecast for: E
[2025-10-14T23:56:09.628416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'E' from 'https://tdm.silogroup.org/data/derivative_storage/E.csv'.
[2025-10-14T23:56:09.638106] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'E'.
[2025-10-14T23:56:09.638454] [INFO ] [FORECASTER] Starting predict_future for E
[2025-10-14T23:56:09.665369] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:09.666365] [DEBUG] [LOCAL     ] No optimal features file found for E: ./output/feature-sets/E.txt
[2025-10-14T23:56:09.666421] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:09.666454] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:09.666482] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:09.666540] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:09.686814] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:09.687417] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:09.687502] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:09.687535] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:09.726778] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:09.726880] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:09.726917] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:09.726949] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:09.730607] [DEBUG] [FORECASTER] E: Forecast T+1@11:T+2@11: UP (p=54.11%)
[2025-10-14T23:56:09.730894] [INFO ] [FORECASTER] Completed predict_future for E
[2025-10-14T23:56:09.731041] [INFO ] [sig       ] E: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:09.880473] [INFO ] [LOCAL     ] Saved forecast: E	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/E.txt
[2025-10-14T23:56:09.880731] [INFO ] [sig       ] [546/1812] Completed E in 0.3s | 4.23 sym/s | Total: 2.1m | ETA: 5.0m
[2025-10-14T23:56:09.880792] [INFO ] [sig       ] [547/1812] Forecasting EAF...
[2025-10-14T23:56:09.880825] [INFO ] [sig       ] Generating forecast for: EAF
[2025-10-14T23:56:09.880857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAF' from 'https://tdm.silogroup.org/data/derivative_storage/EAF.csv'.
[2025-10-14T23:56:09.889714] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAF'.
[2025-10-14T23:56:09.889987] [INFO ] [FORECASTER] Starting predict_future for EAF
[2025-10-14T23:56:09.914209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:09.914980] [DEBUG] [LOCAL     ] No optimal features file found for EAF: ./output/feature-sets/EAF.txt
[2025-10-14T23:56:09.915035] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:09.915067] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:09.915096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:09.915153] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:09.931834] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:09.932360] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:09.932437] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:09.932470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:09.969771] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:09.969886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:09.969924] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:09.969953] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:09.973114] [DEBUG] [FORECASTER] EAF: Forecast T+1@11:T+2@11: UP (p=96.42%)
[2025-10-14T23:56:09.973375] [INFO ] [FORECASTER] Completed predict_future for EAF
[2025-10-14T23:56:09.973519] [INFO ] [sig       ] EAF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:10.110342] [INFO ] [LOCAL     ] Saved forecast: EAF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EAF.txt
[2025-10-14T23:56:10.110558] [INFO ] [sig       ] [547/1812] Completed EAF in 0.2s | 4.23 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:10.110600] [INFO ] [sig       ] [548/1812] Forecasting EAI...
[2025-10-14T23:56:10.110631] [INFO ] [sig       ] Generating forecast for: EAI
[2025-10-14T23:56:10.110703] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAI' from 'https://tdm.silogroup.org/data/derivative_storage/EAI.csv'.
[2025-10-14T23:56:10.119259] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAI'.
[2025-10-14T23:56:10.119528] [INFO ] [FORECASTER] Starting predict_future for EAI
[2025-10-14T23:56:10.143734] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:10.144404] [DEBUG] [LOCAL     ] No optimal features file found for EAI: ./output/feature-sets/EAI.txt
[2025-10-14T23:56:10.144456] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:10.144488] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:10.144516] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:10.144571] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:10.161340] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:10.161916] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:10.161997] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:10.162030] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:10.197055] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:10.197163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:10.197199] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:10.197228] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:10.200473] [DEBUG] [FORECASTER] EAI: Forecast T+1@11:T+2@11: UP (p=72.30%)
[2025-10-14T23:56:10.200776] [INFO ] [FORECASTER] Completed predict_future for EAI
[2025-10-14T23:56:10.200919] [INFO ] [sig       ] EAI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:10.336846] [INFO ] [LOCAL     ] Saved forecast: EAI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EAI.txt
[2025-10-14T23:56:10.337053] [INFO ] [sig       ] [548/1812] Completed EAI in 0.2s | 4.23 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:10.337105] [INFO ] [sig       ] [549/1812] Forecasting EARN...
[2025-10-14T23:56:10.337137] [INFO ] [sig       ] Generating forecast for: EARN
[2025-10-14T23:56:10.337168] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EARN' from 'https://tdm.silogroup.org/data/derivative_storage/EARN.csv'.
[2025-10-14T23:56:10.345806] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EARN'.
[2025-10-14T23:56:10.346090] [INFO ] [FORECASTER] Starting predict_future for EARN
[2025-10-14T23:56:10.370338] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:10.371033] [DEBUG] [LOCAL     ] No optimal features file found for EARN: ./output/feature-sets/EARN.txt
[2025-10-14T23:56:10.371086] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:10.371118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:10.371145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:10.371202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:10.387988] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:10.388573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:10.388680] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:10.388734] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:10.423587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:10.423734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:10.423782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:10.423812] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:10.426954] [DEBUG] [FORECASTER] EARN: Forecast T+1@11:T+2@11: UP (p=91.82%)
[2025-10-14T23:56:10.427208] [INFO ] [FORECASTER] Completed predict_future for EARN
[2025-10-14T23:56:10.427344] [INFO ] [sig       ] EARN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:10.563505] [INFO ] [LOCAL     ] Saved forecast: EARN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EARN.txt
[2025-10-14T23:56:10.563737] [INFO ] [sig       ] [549/1812] Completed EARN in 0.2s | 4.23 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:10.563797] [INFO ] [sig       ] [550/1812] Forecasting EAT...
[2025-10-14T23:56:10.563830] [INFO ] [sig       ] Generating forecast for: EAT
[2025-10-14T23:56:10.563861] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAT' from 'https://tdm.silogroup.org/data/derivative_storage/EAT.csv'.
[2025-10-14T23:56:10.572447] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAT'.
[2025-10-14T23:56:10.572751] [INFO ] [FORECASTER] Starting predict_future for EAT
[2025-10-14T23:56:10.597083] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:10.597798] [DEBUG] [LOCAL     ] No optimal features file found for EAT: ./output/feature-sets/EAT.txt
[2025-10-14T23:56:10.597851] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:10.597885] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:10.597912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:10.597968] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:10.614634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:10.615239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:10.615322] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:10.615355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:10.651193] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:10.651279] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:10.651314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:10.651364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:10.654430] [DEBUG] [FORECASTER] EAT: Forecast T+1@11:T+2@11: DOWN (p=7.49%)
[2025-10-14T23:56:10.654708] [INFO ] [FORECASTER] Completed predict_future for EAT
[2025-10-14T23:56:10.654852] [INFO ] [sig       ] EAT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:10.791107] [INFO ] [LOCAL     ] Saved forecast: EAT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EAT.txt
[2025-10-14T23:56:10.791340] [INFO ] [sig       ] [550/1812] Completed EAT in 0.2s | 4.23 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:10.791382] [INFO ] [sig       ] [551/1812] Forecasting EB...
[2025-10-14T23:56:10.791412] [INFO ] [sig       ] Generating forecast for: EB
[2025-10-14T23:56:10.791441] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EB' from 'https://tdm.silogroup.org/data/derivative_storage/EB.csv'.
[2025-10-14T23:56:10.800585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EB'.
[2025-10-14T23:56:10.800923] [INFO ] [FORECASTER] Starting predict_future for EB
[2025-10-14T23:56:10.825783] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:10.826516] [DEBUG] [LOCAL     ] No optimal features file found for EB: ./output/feature-sets/EB.txt
[2025-10-14T23:56:10.826572] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:10.826607] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:10.826636] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:10.826739] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:10.844025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:10.844557] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:10.844637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:10.844713] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:10.877617] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:10.877724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:10.877767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:10.877796] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:10.880819] [DEBUG] [FORECASTER] EB: Forecast T+1@11:T+2@11: UP (p=94.57%)
[2025-10-14T23:56:10.881071] [INFO ] [FORECASTER] Completed predict_future for EB
[2025-10-14T23:56:10.881208] [INFO ] [sig       ] EB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:11.018841] [INFO ] [LOCAL     ] Saved forecast: EB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EB.txt
[2025-10-14T23:56:11.019060] [INFO ] [sig       ] [551/1812] Completed EB in 0.2s | 4.23 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:11.019101] [INFO ] [sig       ] [552/1812] Forecasting EBF...
[2025-10-14T23:56:11.019130] [INFO ] [sig       ] Generating forecast for: EBF
[2025-10-14T23:56:11.019160] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBF' from 'https://tdm.silogroup.org/data/derivative_storage/EBF.csv'.
[2025-10-14T23:56:11.027306] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBF'.
[2025-10-14T23:56:11.027569] [INFO ] [FORECASTER] Starting predict_future for EBF
[2025-10-14T23:56:11.052319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:11.053070] [DEBUG] [LOCAL     ] No optimal features file found for EBF: ./output/feature-sets/EBF.txt
[2025-10-14T23:56:11.053126] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:11.053160] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:11.053189] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:11.053248] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:11.070538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:11.071107] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:11.071186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:11.071220] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:11.102191] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:11.102265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:11.102299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:11.102329] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:11.105233] [DEBUG] [FORECASTER] EBF: Forecast T+1@11:T+2@11: UP (p=99.07%)
[2025-10-14T23:56:11.105477] [INFO ] [FORECASTER] Completed predict_future for EBF
[2025-10-14T23:56:11.105611] [INFO ] [sig       ] EBF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:11.243179] [INFO ] [LOCAL     ] Saved forecast: EBF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EBF.txt
[2025-10-14T23:56:11.243416] [INFO ] [sig       ] [552/1812] Completed EBF in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:11.243459] [INFO ] [sig       ] [553/1812] Forecasting EBR...
[2025-10-14T23:56:11.243489] [INFO ] [sig       ] Generating forecast for: EBR
[2025-10-14T23:56:11.243519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBR' from 'https://tdm.silogroup.org/data/derivative_storage/EBR.csv'.
[2025-10-14T23:56:11.251811] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBR'.
[2025-10-14T23:56:11.252076] [INFO ] [FORECASTER] Starting predict_future for EBR
[2025-10-14T23:56:11.276818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:11.277535] [DEBUG] [LOCAL     ] No optimal features file found for EBR: ./output/feature-sets/EBR.txt
[2025-10-14T23:56:11.277590] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:11.277623] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:11.277687] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:11.277763] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:11.294917] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:11.295448] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:11.295527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:11.295562] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:11.328821] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:11.328916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:11.328951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:11.329011] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:11.335087] [DEBUG] [FORECASTER] EBR: Forecast T+1@11:T+2@11: UP (p=63.64%)
[2025-10-14T23:56:11.335355] [INFO ] [FORECASTER] Completed predict_future for EBR
[2025-10-14T23:56:11.335488] [INFO ] [sig       ] EBR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:11.476396] [INFO ] [LOCAL     ] Saved forecast: EBR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EBR.txt
[2025-10-14T23:56:11.476616] [INFO ] [sig       ] [553/1812] Completed EBR in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:11.476694] [INFO ] [sig       ] [554/1812] Forecasting EBS...
[2025-10-14T23:56:11.476739] [INFO ] [sig       ] Generating forecast for: EBS
[2025-10-14T23:56:11.476772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBS' from 'https://tdm.silogroup.org/data/derivative_storage/EBS.csv'.
[2025-10-14T23:56:11.485403] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBS'.
[2025-10-14T23:56:11.485690] [INFO ] [FORECASTER] Starting predict_future for EBS
[2025-10-14T23:56:11.509889] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:11.510547] [DEBUG] [LOCAL     ] No optimal features file found for EBS: ./output/feature-sets/EBS.txt
[2025-10-14T23:56:11.510600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:11.510632] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:11.510697] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:11.510766] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:11.527789] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:11.528353] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:11.528436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:11.528470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:11.562449] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:11.562555] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:11.562592] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:11.562621] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:11.565790] [DEBUG] [FORECASTER] EBS: Forecast T+1@11:T+2@11: DOWN (p=44.83%)
[2025-10-14T23:56:11.566043] [INFO ] [FORECASTER] Completed predict_future for EBS
[2025-10-14T23:56:11.566171] [INFO ] [sig       ] EBS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:11.707236] [INFO ] [LOCAL     ] Saved forecast: EBS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EBS.txt
[2025-10-14T23:56:11.707431] [INFO ] [sig       ] [554/1812] Completed EBS in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-14T23:56:11.707472] [INFO ] [sig       ] [555/1812] Forecasting EC...
[2025-10-14T23:56:11.707502] [INFO ] [sig       ] Generating forecast for: EC
[2025-10-14T23:56:11.707534] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EC' from 'https://tdm.silogroup.org/data/derivative_storage/EC.csv'.
[2025-10-14T23:56:11.716522] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EC'.
[2025-10-14T23:56:11.716804] [INFO ] [FORECASTER] Starting predict_future for EC
[2025-10-14T23:56:11.741718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:11.742438] [DEBUG] [LOCAL     ] No optimal features file found for EC: ./output/feature-sets/EC.txt
[2025-10-14T23:56:11.742495] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:11.742531] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:11.742562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:11.742621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:11.760177] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:11.760750] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:11.760854] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:11.760888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:11.794981] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:11.795161] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:11.795203] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:11.795234] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:11.799146] [DEBUG] [FORECASTER] EC: Forecast T+1@11:T+2@11: DOWN (p=39.50%)
[2025-10-14T23:56:11.799425] [INFO ] [FORECASTER] Completed predict_future for EC
[2025-10-14T23:56:11.799569] [INFO ] [sig       ] EC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:11.947371] [INFO ] [LOCAL     ] Saved forecast: EC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EC.txt
[2025-10-14T23:56:11.947590] [INFO ] [sig       ] [555/1812] Completed EC in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:11.947634] [INFO ] [sig       ] [556/1812] Forecasting ECAT...
[2025-10-14T23:56:11.947713] [INFO ] [sig       ] Generating forecast for: ECAT
[2025-10-14T23:56:11.947755] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECAT' from 'https://tdm.silogroup.org/data/derivative_storage/ECAT.csv'.
[2025-10-14T23:56:11.956824] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECAT'.
[2025-10-14T23:56:11.957127] [INFO ] [FORECASTER] Starting predict_future for ECAT
[2025-10-14T23:56:11.981901] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:11.982613] [DEBUG] [LOCAL     ] No optimal features file found for ECAT: ./output/feature-sets/ECAT.txt
[2025-10-14T23:56:11.982693] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:11.982738] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:11.982768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:11.982826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:11.999936] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:12.000528] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:12.000608] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:12.000667] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:12.034920] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:12.035052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:12.035092] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:12.035122] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:12.038609] [DEBUG] [FORECASTER] ECAT: Forecast T+1@11:T+2@11: DOWN (p=33.23%)
[2025-10-14T23:56:12.038906] [INFO ] [FORECASTER] Completed predict_future for ECAT
[2025-10-14T23:56:12.039047] [INFO ] [sig       ] ECAT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:12.180444] [INFO ] [LOCAL     ] Saved forecast: ECAT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ECAT.txt
[2025-10-14T23:56:12.180717] [INFO ] [sig       ] [556/1812] Completed ECAT in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:12.180812] [INFO ] [sig       ] [557/1812] Forecasting ECC...
[2025-10-14T23:56:12.180852] [INFO ] [sig       ] Generating forecast for: ECC
[2025-10-14T23:56:12.180884] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECC' from 'https://tdm.silogroup.org/data/derivative_storage/ECC.csv'.
[2025-10-14T23:56:12.189380] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECC'.
[2025-10-14T23:56:12.189793] [INFO ] [FORECASTER] Starting predict_future for ECC
[2025-10-14T23:56:12.216410] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:12.217222] [DEBUG] [LOCAL     ] No optimal features file found for ECC: ./output/feature-sets/ECC.txt
[2025-10-14T23:56:12.217277] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:12.217311] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:12.217340] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:12.217397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:12.235110] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:12.235997] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:12.236080] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:12.236113] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:12.270802] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:12.270903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:12.270942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:12.270971] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:12.274080] [DEBUG] [FORECASTER] ECC: Forecast T+1@11:T+2@11: DOWN (p=44.85%)
[2025-10-14T23:56:12.274337] [INFO ] [FORECASTER] Completed predict_future for ECC
[2025-10-14T23:56:12.274468] [INFO ] [sig       ] ECC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:12.413391] [INFO ] [LOCAL     ] Saved forecast: ECC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ECC.txt
[2025-10-14T23:56:12.413635] [INFO ] [sig       ] [557/1812] Completed ECC in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:12.413716] [INFO ] [sig       ] [558/1812] Forecasting ECCU...
[2025-10-14T23:56:12.413753] [INFO ] [sig       ] Generating forecast for: ECCU
[2025-10-14T23:56:12.413784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECCU' from 'https://tdm.silogroup.org/data/derivative_storage/ECCU.csv'.
[2025-10-14T23:56:12.422013] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'ECCU'.
[2025-10-14T23:56:12.422296] [INFO ] [FORECASTER] Starting predict_future for ECCU
[2025-10-14T23:56:12.446734] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:12.447383] [DEBUG] [LOCAL     ] No optimal features file found for ECCU: ./output/feature-sets/ECCU.txt
[2025-10-14T23:56:12.447436] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:12.447468] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:12.447495] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:12.447551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:12.464487] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:12.465040] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:12.465116] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:12.465150] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:12.505986] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:12.506068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:12.506104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:12.506133] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:12.509174] [DEBUG] [FORECASTER] ECCU: Forecast T+1@11:T+2@11: UP (p=62.08%)
[2025-10-14T23:56:12.509422] [INFO ] [FORECASTER] Completed predict_future for ECCU
[2025-10-14T23:56:12.509549] [INFO ] [sig       ] ECCU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:12.647184] [INFO ] [LOCAL     ] Saved forecast: ECCU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ECCU.txt
[2025-10-14T23:56:12.647381] [INFO ] [sig       ] [558/1812] Completed ECCU in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:12.647431] [INFO ] [sig       ] [559/1812] Forecasting ECG...
[2025-10-14T23:56:12.647469] [INFO ] [sig       ] Generating forecast for: ECG
[2025-10-14T23:56:12.647507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECG' from 'https://tdm.silogroup.org/data/derivative_storage/ECG.csv'.
[2025-10-14T23:56:12.655581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECG'.
[2025-10-14T23:56:12.655864] [INFO ] [FORECASTER] Starting predict_future for ECG
[2025-10-14T23:56:12.683753] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:12.684749] [DEBUG] [LOCAL     ] No optimal features file found for ECG: ./output/feature-sets/ECG.txt
[2025-10-14T23:56:12.684805] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:12.684840] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:12.684870] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:12.684928] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:12.703075] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:12.703687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:12.703773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:12.703808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:12.739594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:12.739722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:12.739777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:12.739809] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:12.742835] [DEBUG] [FORECASTER] ECG: Forecast T+1@11:T+2@11: UP (p=85.63%)
[2025-10-14T23:56:12.743083] [INFO ] [FORECASTER] Completed predict_future for ECG
[2025-10-14T23:56:12.743208] [INFO ] [sig       ] ECG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:12.879272] [INFO ] [LOCAL     ] Saved forecast: ECG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ECG.txt
[2025-10-14T23:56:12.879457] [INFO ] [sig       ] [559/1812] Completed ECG in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:12.879498] [INFO ] [sig       ] [560/1812] Forecasting ECL...
[2025-10-14T23:56:12.879528] [INFO ] [sig       ] Generating forecast for: ECL
[2025-10-14T23:56:12.879560] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECL' from 'https://tdm.silogroup.org/data/derivative_storage/ECL.csv'.
[2025-10-14T23:56:12.887455] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECL'.
[2025-10-14T23:56:12.887738] [INFO ] [FORECASTER] Starting predict_future for ECL
[2025-10-14T23:56:12.914869] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:12.915556] [DEBUG] [LOCAL     ] No optimal features file found for ECL: ./output/feature-sets/ECL.txt
[2025-10-14T23:56:12.915609] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:12.915662] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:12.915717] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:12.915778] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:12.933041] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:12.933581] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:12.933694] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:12.933746] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:12.966279] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:12.966362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:12.966399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:12.966428] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:12.969472] [DEBUG] [FORECASTER] ECL: Forecast T+1@11:T+2@11: UP (p=94.95%)
[2025-10-14T23:56:12.969764] [INFO ] [FORECASTER] Completed predict_future for ECL
[2025-10-14T23:56:12.969898] [INFO ] [sig       ] ECL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:13.107120] [INFO ] [LOCAL     ] Saved forecast: ECL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ECL.txt
[2025-10-14T23:56:13.107327] [INFO ] [sig       ] [560/1812] Completed ECL in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:13.107368] [INFO ] [sig       ] [561/1812] Forecasting ECO...
[2025-10-14T23:56:13.107399] [INFO ] [sig       ] Generating forecast for: ECO
[2025-10-14T23:56:13.107430] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECO' from 'https://tdm.silogroup.org/data/derivative_storage/ECO.csv'.
[2025-10-14T23:56:13.115756] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECO'.
[2025-10-14T23:56:13.116018] [INFO ] [FORECASTER] Starting predict_future for ECO
[2025-10-14T23:56:13.140153] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:13.140905] [DEBUG] [LOCAL     ] No optimal features file found for ECO: ./output/feature-sets/ECO.txt
[2025-10-14T23:56:13.140974] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:13.141008] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:13.141035] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:13.141090] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:13.157892] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:13.158445] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:13.158521] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:13.158554] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:13.194434] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:13.194532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:13.194572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:13.194601] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:13.197636] [DEBUG] [FORECASTER] ECO: Forecast T+1@11:T+2@11: UP (p=92.96%)
[2025-10-14T23:56:13.197910] [INFO ] [FORECASTER] Completed predict_future for ECO
[2025-10-14T23:56:13.198035] [INFO ] [sig       ] ECO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:13.334545] [INFO ] [LOCAL     ] Saved forecast: ECO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ECO.txt
[2025-10-14T23:56:13.334753] [INFO ] [sig       ] [561/1812] Completed ECO in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:13.334813] [INFO ] [sig       ] [562/1812] Forecasting ECVT...
[2025-10-14T23:56:13.334846] [INFO ] [sig       ] Generating forecast for: ECVT
[2025-10-14T23:56:13.334877] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECVT' from 'https://tdm.silogroup.org/data/derivative_storage/ECVT.csv'.
[2025-10-14T23:56:13.342960] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECVT'.
[2025-10-14T23:56:13.343219] [INFO ] [FORECASTER] Starting predict_future for ECVT
[2025-10-14T23:56:13.367358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:13.368043] [DEBUG] [LOCAL     ] No optimal features file found for ECVT: ./output/feature-sets/ECVT.txt
[2025-10-14T23:56:13.368129] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:13.368169] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:13.368199] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:13.368256] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:13.385170] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:13.385708] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:13.385787] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:13.385821] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:13.422533] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:13.422632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:13.422709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:13.422749] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:13.426050] [DEBUG] [FORECASTER] ECVT: Forecast T+1@11:T+2@11: UP (p=51.82%)
[2025-10-14T23:56:13.426316] [INFO ] [FORECASTER] Completed predict_future for ECVT
[2025-10-14T23:56:13.426449] [INFO ] [sig       ] ECVT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:13.565768] [INFO ] [LOCAL     ] Saved forecast: ECVT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ECVT.txt
[2025-10-14T23:56:13.565967] [INFO ] [sig       ] [562/1812] Completed ECVT in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:13.566009] [INFO ] [sig       ] [563/1812] Forecasting ED...
[2025-10-14T23:56:13.566048] [INFO ] [sig       ] Generating forecast for: ED
[2025-10-14T23:56:13.566080] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ED' from 'https://tdm.silogroup.org/data/derivative_storage/ED.csv'.
[2025-10-14T23:56:13.574349] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ED'.
[2025-10-14T23:56:13.574596] [INFO ] [FORECASTER] Starting predict_future for ED
[2025-10-14T23:56:13.598825] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:13.599471] [DEBUG] [LOCAL     ] No optimal features file found for ED: ./output/feature-sets/ED.txt
[2025-10-14T23:56:13.599523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:13.599556] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:13.599584] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:13.599711] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:13.616633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:13.617295] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:13.617377] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:13.617411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:13.651430] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:13.651520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:13.651556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:13.651584] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:13.654630] [DEBUG] [FORECASTER] ED: Forecast T+1@11:T+2@11: DOWN (p=43.62%)
[2025-10-14T23:56:13.654911] [INFO ] [FORECASTER] Completed predict_future for ED
[2025-10-14T23:56:13.655034] [INFO ] [sig       ] ED: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:13.793772] [INFO ] [LOCAL     ] Saved forecast: ED	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ED.txt
[2025-10-14T23:56:13.793973] [INFO ] [sig       ] [563/1812] Completed ED in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:13.794021] [INFO ] [sig       ] [564/1812] Forecasting EDD...
[2025-10-14T23:56:13.794052] [INFO ] [sig       ] Generating forecast for: EDD
[2025-10-14T23:56:13.794082] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDD' from 'https://tdm.silogroup.org/data/derivative_storage/EDD.csv'.
[2025-10-14T23:56:13.802898] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDD'.
[2025-10-14T23:56:13.803245] [INFO ] [FORECASTER] Starting predict_future for EDD
[2025-10-14T23:56:13.828630] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:13.829374] [DEBUG] [LOCAL     ] No optimal features file found for EDD: ./output/feature-sets/EDD.txt
[2025-10-14T23:56:13.829428] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:13.829460] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:13.829488] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:13.829545] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:13.846992] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:13.847620] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:13.847731] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:13.847774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:13.885834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:13.885970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:13.886008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:13.886036] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:13.889185] [DEBUG] [FORECASTER] EDD: Forecast T+1@11:T+2@11: UP (p=68.57%)
[2025-10-14T23:56:13.889469] [INFO ] [FORECASTER] Completed predict_future for EDD
[2025-10-14T23:56:13.889607] [INFO ] [sig       ] EDD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:14.026782] [INFO ] [LOCAL     ] Saved forecast: EDD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EDD.txt
[2025-10-14T23:56:14.027038] [INFO ] [sig       ] [564/1812] Completed EDD in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:14.027081] [INFO ] [sig       ] [565/1812] Forecasting EDF...
[2025-10-14T23:56:14.027111] [INFO ] [sig       ] Generating forecast for: EDF
[2025-10-14T23:56:14.027141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDF' from 'https://tdm.silogroup.org/data/derivative_storage/EDF.csv'.
[2025-10-14T23:56:14.035471] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDF'.
[2025-10-14T23:56:14.035753] [INFO ] [FORECASTER] Starting predict_future for EDF
[2025-10-14T23:56:14.060368] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:14.061110] [DEBUG] [LOCAL     ] No optimal features file found for EDF: ./output/feature-sets/EDF.txt
[2025-10-14T23:56:14.061164] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:14.061197] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:14.061225] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:14.061282] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:14.078294] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:14.078851] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:14.078928] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:14.078962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:14.114575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:14.114712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:14.114762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:14.114792] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:14.117905] [DEBUG] [FORECASTER] EDF: Forecast T+1@11:T+2@11: DOWN (p=5.38%)
[2025-10-14T23:56:14.118197] [INFO ] [FORECASTER] Completed predict_future for EDF
[2025-10-14T23:56:14.118336] [INFO ] [sig       ] EDF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:14.256454] [INFO ] [LOCAL     ] Saved forecast: EDF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EDF.txt
[2025-10-14T23:56:14.256766] [INFO ] [sig       ] [565/1812] Completed EDF in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:14.256852] [INFO ] [sig       ] [566/1812] Forecasting EDN...
[2025-10-14T23:56:14.256887] [INFO ] [sig       ] Generating forecast for: EDN
[2025-10-14T23:56:14.256919] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDN' from 'https://tdm.silogroup.org/data/derivative_storage/EDN.csv'.
[2025-10-14T23:56:14.265728] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDN'.
[2025-10-14T23:56:14.266015] [INFO ] [FORECASTER] Starting predict_future for EDN
[2025-10-14T23:56:14.290504] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:14.291192] [DEBUG] [LOCAL     ] No optimal features file found for EDN: ./output/feature-sets/EDN.txt
[2025-10-14T23:56:14.291245] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:14.291277] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:14.291304] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:14.291361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:14.308420] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:14.309056] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:14.309155] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:14.309190] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:14.350966] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:14.351077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:14.351434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:14.351483] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:14.357618] [DEBUG] [FORECASTER] EDN: Forecast T+1@11:T+2@11: UP (p=83.89%)
[2025-10-14T23:56:14.357923] [INFO ] [FORECASTER] Completed predict_future for EDN
[2025-10-14T23:56:14.358107] [INFO ] [sig       ] EDN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:14.501477] [INFO ] [LOCAL     ] Saved forecast: EDN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EDN.txt
[2025-10-14T23:56:14.501745] [INFO ] [sig       ] [566/1812] Completed EDN in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:14.501805] [INFO ] [sig       ] [567/1812] Forecasting EDU...
[2025-10-14T23:56:14.501838] [INFO ] [sig       ] Generating forecast for: EDU
[2025-10-14T23:56:14.501868] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDU' from 'https://tdm.silogroup.org/data/derivative_storage/EDU.csv'.
[2025-10-14T23:56:14.510211] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDU'.
[2025-10-14T23:56:14.510459] [INFO ] [FORECASTER] Starting predict_future for EDU
[2025-10-14T23:56:14.534987] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:14.535684] [DEBUG] [LOCAL     ] No optimal features file found for EDU: ./output/feature-sets/EDU.txt
[2025-10-14T23:56:14.535741] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:14.535777] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:14.535805] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:14.535860] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:14.553153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:14.553806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:14.553887] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:14.553919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:14.596034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:14.596198] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:14.596238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:14.596267] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:14.599751] [DEBUG] [FORECASTER] EDU: Forecast T+1@11:T+2@11: UP (p=66.53%)
[2025-10-14T23:56:14.600015] [INFO ] [FORECASTER] Completed predict_future for EDU
[2025-10-14T23:56:14.600157] [INFO ] [sig       ] EDU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:14.739181] [INFO ] [LOCAL     ] Saved forecast: EDU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EDU.txt
[2025-10-14T23:56:14.739386] [INFO ] [sig       ] [567/1812] Completed EDU in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:14.739431] [INFO ] [sig       ] [568/1812] Forecasting EE...
[2025-10-14T23:56:14.739468] [INFO ] [sig       ] Generating forecast for: EE
[2025-10-14T23:56:14.739506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EE' from 'https://tdm.silogroup.org/data/derivative_storage/EE.csv'.
[2025-10-14T23:56:14.749001] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EE'.
[2025-10-14T23:56:14.749363] [INFO ] [FORECASTER] Starting predict_future for EE
[2025-10-14T23:56:14.774301] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:14.775040] [DEBUG] [LOCAL     ] No optimal features file found for EE: ./output/feature-sets/EE.txt
[2025-10-14T23:56:14.775113] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:14.775148] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:14.775177] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:14.775233] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:14.792385] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:14.792988] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:14.793070] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:14.793104] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:14.837096] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:14.837236] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:14.837275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:14.837303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:14.840810] [DEBUG] [FORECASTER] EE: Forecast T+1@11:T+2@11: DOWN (p=13.96%)
[2025-10-14T23:56:14.841074] [INFO ] [FORECASTER] Completed predict_future for EE
[2025-10-14T23:56:14.841220] [INFO ] [sig       ] EE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:14.978971] [INFO ] [LOCAL     ] Saved forecast: EE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EE.txt
[2025-10-14T23:56:14.979220] [INFO ] [sig       ] [568/1812] Completed EE in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:14.979265] [INFO ] [sig       ] [569/1812] Forecasting EEX...
[2025-10-14T23:56:14.979297] [INFO ] [sig       ] Generating forecast for: EEX
[2025-10-14T23:56:14.979328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EEX' from 'https://tdm.silogroup.org/data/derivative_storage/EEX.csv'.
[2025-10-14T23:56:14.987719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EEX'.
[2025-10-14T23:56:14.988019] [INFO ] [FORECASTER] Starting predict_future for EEX
[2025-10-14T23:56:15.012494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:15.013232] [DEBUG] [LOCAL     ] No optimal features file found for EEX: ./output/feature-sets/EEX.txt
[2025-10-14T23:56:15.013286] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:15.013318] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:15.013347] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:15.013403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:15.030329] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:15.030919] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:15.031002] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:15.031035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:15.073782] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:15.073894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:15.073931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:15.073960] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:15.077099] [DEBUG] [FORECASTER] EEX: Forecast T+1@11:T+2@11: UP (p=89.58%)
[2025-10-14T23:56:15.077355] [INFO ] [FORECASTER] Completed predict_future for EEX
[2025-10-14T23:56:15.077488] [INFO ] [sig       ] EEX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:15.214911] [INFO ] [LOCAL     ] Saved forecast: EEX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EEX.txt
[2025-10-14T23:56:15.215198] [INFO ] [sig       ] [569/1812] Completed EEX in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:15.215245] [INFO ] [sig       ] [570/1812] Forecasting EFR...
[2025-10-14T23:56:15.215276] [INFO ] [sig       ] Generating forecast for: EFR
[2025-10-14T23:56:15.215307] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFR' from 'https://tdm.silogroup.org/data/derivative_storage/EFR.csv'.
[2025-10-14T23:56:15.225229] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFR'.
[2025-10-14T23:56:15.225704] [INFO ] [FORECASTER] Starting predict_future for EFR
[2025-10-14T23:56:15.250498] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:15.251193] [DEBUG] [LOCAL     ] No optimal features file found for EFR: ./output/feature-sets/EFR.txt
[2025-10-14T23:56:15.251246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:15.251278] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:15.251306] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:15.251361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:15.268463] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:15.269062] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:15.269141] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:15.269174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:15.301724] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:15.301840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:15.301878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:15.301907] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:15.305060] [DEBUG] [FORECASTER] EFR: Forecast T+1@11:T+2@11: UP (p=96.42%)
[2025-10-14T23:56:15.305316] [INFO ] [FORECASTER] Completed predict_future for EFR
[2025-10-14T23:56:15.305468] [INFO ] [sig       ] EFR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:15.444030] [INFO ] [LOCAL     ] Saved forecast: EFR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EFR.txt
[2025-10-14T23:56:15.444287] [INFO ] [sig       ] [570/1812] Completed EFR in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:15.444329] [INFO ] [sig       ] [571/1812] Forecasting EFT...
[2025-10-14T23:56:15.444359] [INFO ] [sig       ] Generating forecast for: EFT
[2025-10-14T23:56:15.444389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFT' from 'https://tdm.silogroup.org/data/derivative_storage/EFT.csv'.
[2025-10-14T23:56:15.452683] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFT'.
[2025-10-14T23:56:15.452962] [INFO ] [FORECASTER] Starting predict_future for EFT
[2025-10-14T23:56:15.477401] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:15.478163] [DEBUG] [LOCAL     ] No optimal features file found for EFT: ./output/feature-sets/EFT.txt
[2025-10-14T23:56:15.478219] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:15.478253] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:15.478282] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:15.478339] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:15.495688] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:15.496241] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:15.496320] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:15.496354] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:15.530462] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:15.530559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:15.530596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:15.530625] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:15.533806] [DEBUG] [FORECASTER] EFT: Forecast T+1@11:T+2@11: UP (p=61.29%)
[2025-10-14T23:56:15.534053] [INFO ] [FORECASTER] Completed predict_future for EFT
[2025-10-14T23:56:15.534201] [INFO ] [sig       ] EFT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:15.676731] [INFO ] [LOCAL     ] Saved forecast: EFT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EFT.txt
[2025-10-14T23:56:15.676988] [INFO ] [sig       ] [571/1812] Completed EFT in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:15.677030] [INFO ] [sig       ] [572/1812] Forecasting EFX...
[2025-10-14T23:56:15.677060] [INFO ] [sig       ] Generating forecast for: EFX
[2025-10-14T23:56:15.677092] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFX' from 'https://tdm.silogroup.org/data/derivative_storage/EFX.csv'.
[2025-10-14T23:56:15.685449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFX'.
[2025-10-14T23:56:15.685773] [INFO ] [FORECASTER] Starting predict_future for EFX
[2025-10-14T23:56:15.710288] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:15.711004] [DEBUG] [LOCAL     ] No optimal features file found for EFX: ./output/feature-sets/EFX.txt
[2025-10-14T23:56:15.711057] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:15.711089] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:15.711116] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:15.711171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:15.728040] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:15.728700] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:15.728784] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:15.728817] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:15.762598] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:15.762728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:15.762775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:15.762805] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:15.765891] [DEBUG] [FORECASTER] EFX: Forecast T+1@11:T+2@11: UP (p=85.44%)
[2025-10-14T23:56:15.766142] [INFO ] [FORECASTER] Completed predict_future for EFX
[2025-10-14T23:56:15.766274] [INFO ] [sig       ] EFX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:15.908041] [INFO ] [LOCAL     ] Saved forecast: EFX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EFX.txt
[2025-10-14T23:56:15.908298] [INFO ] [sig       ] [572/1812] Completed EFX in 0.2s | 4.24 sym/s | Total: 2.2m | ETA: 4.9m
[2025-10-14T23:56:15.908342] [INFO ] [sig       ] [573/1812] Forecasting EFXT...
[2025-10-14T23:56:15.908373] [INFO ] [sig       ] Generating forecast for: EFXT
[2025-10-14T23:56:15.908404] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFXT' from 'https://tdm.silogroup.org/data/derivative_storage/EFXT.csv'.
[2025-10-14T23:56:15.917261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFXT'.
[2025-10-14T23:56:15.917638] [INFO ] [FORECASTER] Starting predict_future for EFXT
[2025-10-14T23:56:15.942373] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:15.943093] [DEBUG] [LOCAL     ] No optimal features file found for EFXT: ./output/feature-sets/EFXT.txt
[2025-10-14T23:56:15.943148] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:15.943181] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:15.943209] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:15.943266] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:15.960604] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:15.961179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:15.961258] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:15.961291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:15.994156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:15.994237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:15.994272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:15.994301] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:15.997321] [DEBUG] [FORECASTER] EFXT: Forecast T+1@11:T+2@11: DOWN (p=17.99%)
[2025-10-14T23:56:15.997565] [INFO ] [FORECASTER] Completed predict_future for EFXT
[2025-10-14T23:56:15.997718] [INFO ] [sig       ] EFXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:16.136068] [INFO ] [LOCAL     ] Saved forecast: EFXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EFXT.txt
[2025-10-14T23:56:16.136313] [INFO ] [sig       ] [573/1812] Completed EFXT in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:16.136374] [INFO ] [sig       ] [574/1812] Forecasting EG...
[2025-10-14T23:56:16.136406] [INFO ] [sig       ] Generating forecast for: EG
[2025-10-14T23:56:16.136437] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EG' from 'https://tdm.silogroup.org/data/derivative_storage/EG.csv'.
[2025-10-14T23:56:16.144307] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EG'.
[2025-10-14T23:56:16.144564] [INFO ] [FORECASTER] Starting predict_future for EG
[2025-10-14T23:56:16.169333] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:16.170065] [DEBUG] [LOCAL     ] No optimal features file found for EG: ./output/feature-sets/EG.txt
[2025-10-14T23:56:16.170119] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:16.170151] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:16.170179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:16.170235] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:16.187314] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:16.187912] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:16.187991] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:16.188024] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:16.222875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:16.222961] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:16.222997] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:16.223027] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:16.226137] [DEBUG] [FORECASTER] EG: Forecast T+1@11:T+2@11: UP (p=87.23%)
[2025-10-14T23:56:16.226387] [INFO ] [FORECASTER] Completed predict_future for EG
[2025-10-14T23:56:16.226515] [INFO ] [sig       ] EG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:16.366711] [INFO ] [LOCAL     ] Saved forecast: EG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EG.txt
[2025-10-14T23:56:16.366919] [INFO ] [sig       ] [574/1812] Completed EG in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:16.366961] [INFO ] [sig       ] [575/1812] Forecasting EGO...
[2025-10-14T23:56:16.366991] [INFO ] [sig       ] Generating forecast for: EGO
[2025-10-14T23:56:16.367022] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGO' from 'https://tdm.silogroup.org/data/derivative_storage/EGO.csv'.
[2025-10-14T23:56:16.375895] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGO'.
[2025-10-14T23:56:16.376150] [INFO ] [FORECASTER] Starting predict_future for EGO
[2025-10-14T23:56:16.400439] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:16.401150] [DEBUG] [LOCAL     ] No optimal features file found for EGO: ./output/feature-sets/EGO.txt
[2025-10-14T23:56:16.401203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:16.401249] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:16.401278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:16.401335] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:16.418694] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:16.419231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:16.419307] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:16.419341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:16.455039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:16.455128] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:16.455164] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:16.455193] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:16.458317] [DEBUG] [FORECASTER] EGO: Forecast T+1@11:T+2@11: UP (p=85.82%)
[2025-10-14T23:56:16.458594] [INFO ] [FORECASTER] Completed predict_future for EGO
[2025-10-14T23:56:16.458773] [INFO ] [sig       ] EGO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:16.596992] [INFO ] [LOCAL     ] Saved forecast: EGO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EGO.txt
[2025-10-14T23:56:16.597181] [INFO ] [sig       ] [575/1812] Completed EGO in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:16.597222] [INFO ] [sig       ] [576/1812] Forecasting EGP...
[2025-10-14T23:56:16.597252] [INFO ] [sig       ] Generating forecast for: EGP
[2025-10-14T23:56:16.597283] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGP' from 'https://tdm.silogroup.org/data/derivative_storage/EGP.csv'.
[2025-10-14T23:56:16.605661] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGP'.
[2025-10-14T23:56:16.605944] [INFO ] [FORECASTER] Starting predict_future for EGP
[2025-10-14T23:56:16.630404] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:16.631092] [DEBUG] [LOCAL     ] No optimal features file found for EGP: ./output/feature-sets/EGP.txt
[2025-10-14T23:56:16.631144] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:16.631176] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:16.631251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:16.631317] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:16.648795] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:16.649329] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:16.649406] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:16.649439] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:16.682992] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:16.683069] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:16.683104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:16.683131] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:16.686059] [DEBUG] [FORECASTER] EGP: Forecast T+1@11:T+2@11: DOWN (p=4.42%)
[2025-10-14T23:56:16.686303] [INFO ] [FORECASTER] Completed predict_future for EGP
[2025-10-14T23:56:16.686433] [INFO ] [sig       ] EGP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:16.826756] [INFO ] [LOCAL     ] Saved forecast: EGP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EGP.txt
[2025-10-14T23:56:16.827003] [INFO ] [sig       ] [576/1812] Completed EGP in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:16.827048] [INFO ] [sig       ] [577/1812] Forecasting EGY...
[2025-10-14T23:56:16.827079] [INFO ] [sig       ] Generating forecast for: EGY
[2025-10-14T23:56:16.827110] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGY' from 'https://tdm.silogroup.org/data/derivative_storage/EGY.csv'.
[2025-10-14T23:56:16.836283] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGY'.
[2025-10-14T23:56:16.836613] [INFO ] [FORECASTER] Starting predict_future for EGY
[2025-10-14T23:56:16.861536] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:16.862244] [DEBUG] [LOCAL     ] No optimal features file found for EGY: ./output/feature-sets/EGY.txt
[2025-10-14T23:56:16.862297] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:16.862330] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:16.862357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:16.862414] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:16.879613] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:16.880199] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:16.880282] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:16.880314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:16.914257] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:16.914364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:16.914402] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:16.914430] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:16.917594] [DEBUG] [FORECASTER] EGY: Forecast T+1@11:T+2@11: DOWN (p=0.91%)
[2025-10-14T23:56:16.917882] [INFO ] [FORECASTER] Completed predict_future for EGY
[2025-10-14T23:56:16.918023] [INFO ] [sig       ] EGY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:17.056669] [INFO ] [LOCAL     ] Saved forecast: EGY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EGY.txt
[2025-10-14T23:56:17.056922] [INFO ] [sig       ] [577/1812] Completed EGY in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:17.056964] [INFO ] [sig       ] [578/1812] Forecasting EHAB...
[2025-10-14T23:56:17.056995] [INFO ] [sig       ] Generating forecast for: EHAB
[2025-10-14T23:56:17.057024] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHAB' from 'https://tdm.silogroup.org/data/derivative_storage/EHAB.csv'.
[2025-10-14T23:56:17.065415] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHAB'.
[2025-10-14T23:56:17.065711] [INFO ] [FORECASTER] Starting predict_future for EHAB
[2025-10-14T23:56:17.090806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:17.091462] [DEBUG] [LOCAL     ] No optimal features file found for EHAB: ./output/feature-sets/EHAB.txt
[2025-10-14T23:56:17.091516] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:17.091548] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:17.091576] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:17.091637] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:17.108748] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:17.109277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:17.109356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:17.109390] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:17.145673] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:17.145782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:17.145820] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:17.145848] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:17.149038] [DEBUG] [FORECASTER] EHAB: Forecast T+1@11:T+2@11: DOWN (p=3.32%)
[2025-10-14T23:56:17.149291] [INFO ] [FORECASTER] Completed predict_future for EHAB
[2025-10-14T23:56:17.149424] [INFO ] [sig       ] EHAB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:17.287277] [INFO ] [LOCAL     ] Saved forecast: EHAB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EHAB.txt
[2025-10-14T23:56:17.287490] [INFO ] [sig       ] [578/1812] Completed EHAB in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-14T23:56:17.287531] [INFO ] [sig       ] [579/1812] Forecasting EHC...
[2025-10-14T23:56:17.287563] [INFO ] [sig       ] Generating forecast for: EHC
[2025-10-14T23:56:17.287594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHC' from 'https://tdm.silogroup.org/data/derivative_storage/EHC.csv'.
[2025-10-14T23:56:17.296244] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHC'.
[2025-10-14T23:56:17.296545] [INFO ] [FORECASTER] Starting predict_future for EHC
[2025-10-14T23:56:17.321025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:17.321720] [DEBUG] [LOCAL     ] No optimal features file found for EHC: ./output/feature-sets/EHC.txt
[2025-10-14T23:56:17.321775] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:17.321807] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:17.321834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:17.321889] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:17.338978] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:17.339495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:17.339574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:17.339607] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:17.378710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:17.378833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:17.378870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:17.378899] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:17.384297] [DEBUG] [FORECASTER] EHC: Forecast T+1@11:T+2@11: UP (p=80.36%)
[2025-10-14T23:56:17.384546] [INFO ] [FORECASTER] Completed predict_future for EHC
[2025-10-14T23:56:17.384710] [INFO ] [sig       ] EHC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:17.522384] [INFO ] [LOCAL     ] Saved forecast: EHC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EHC.txt
[2025-10-14T23:56:17.522604] [INFO ] [sig       ] [579/1812] Completed EHC in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:17.522671] [INFO ] [sig       ] [580/1812] Forecasting EHI...
[2025-10-14T23:56:17.522725] [INFO ] [sig       ] Generating forecast for: EHI
[2025-10-14T23:56:17.522758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHI' from 'https://tdm.silogroup.org/data/derivative_storage/EHI.csv'.
[2025-10-14T23:56:17.531162] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHI'.
[2025-10-14T23:56:17.531453] [INFO ] [FORECASTER] Starting predict_future for EHI
[2025-10-14T23:56:17.555919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:17.556595] [DEBUG] [LOCAL     ] No optimal features file found for EHI: ./output/feature-sets/EHI.txt
[2025-10-14T23:56:17.556669] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:17.556721] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:17.556752] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:17.556808] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:17.573819] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:17.574357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:17.574438] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:17.574471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:17.607924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:17.608144] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:17.608210] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:17.608245] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:17.611618] [DEBUG] [FORECASTER] EHI: Forecast T+1@11:T+2@11: UP (p=92.50%)
[2025-10-14T23:56:17.611906] [INFO ] [FORECASTER] Completed predict_future for EHI
[2025-10-14T23:56:17.612044] [INFO ] [sig       ] EHI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:17.749197] [INFO ] [LOCAL     ] Saved forecast: EHI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EHI.txt
[2025-10-14T23:56:17.749414] [INFO ] [sig       ] [580/1812] Completed EHI in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:17.749456] [INFO ] [sig       ] [581/1812] Forecasting EIC...
[2025-10-14T23:56:17.749486] [INFO ] [sig       ] Generating forecast for: EIC
[2025-10-14T23:56:17.749519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIC' from 'https://tdm.silogroup.org/data/derivative_storage/EIC.csv'.
[2025-10-14T23:56:17.758165] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIC'.
[2025-10-14T23:56:17.758472] [INFO ] [FORECASTER] Starting predict_future for EIC
[2025-10-14T23:56:17.782955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:17.783661] [DEBUG] [LOCAL     ] No optimal features file found for EIC: ./output/feature-sets/EIC.txt
[2025-10-14T23:56:17.783720] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:17.783753] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:17.783780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:17.783837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:17.803597] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:17.804450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:17.804560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:17.804630] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:17.842138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:17.842297] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:17.842337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:17.842378] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:17.846035] [DEBUG] [FORECASTER] EIC: Forecast T+1@11:T+2@11: DOWN (p=19.06%)
[2025-10-14T23:56:17.846310] [INFO ] [FORECASTER] Completed predict_future for EIC
[2025-10-14T23:56:17.846451] [INFO ] [sig       ] EIC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:17.999156] [INFO ] [LOCAL     ] Saved forecast: EIC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EIC.txt
[2025-10-14T23:56:17.999400] [INFO ] [sig       ] [581/1812] Completed EIC in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:17.999443] [INFO ] [sig       ] [582/1812] Forecasting EIG...
[2025-10-14T23:56:17.999475] [INFO ] [sig       ] Generating forecast for: EIG
[2025-10-14T23:56:17.999507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIG' from 'https://tdm.silogroup.org/data/derivative_storage/EIG.csv'.
[2025-10-14T23:56:18.008558] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIG'.
[2025-10-14T23:56:18.008918] [INFO ] [FORECASTER] Starting predict_future for EIG
[2025-10-14T23:56:18.035752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:18.036661] [DEBUG] [LOCAL     ] No optimal features file found for EIG: ./output/feature-sets/EIG.txt
[2025-10-14T23:56:18.036725] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:18.036779] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:18.036808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:18.036865] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:18.055603] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:18.056243] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:18.056325] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:18.056360] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:18.093497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:18.093690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:18.093749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:18.093783] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:18.097377] [DEBUG] [FORECASTER] EIG: Forecast T+1@11:T+2@11: DOWN (p=49.50%)
[2025-10-14T23:56:18.097694] [INFO ] [FORECASTER] Completed predict_future for EIG
[2025-10-14T23:56:18.097841] [INFO ] [sig       ] EIG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:18.246012] [INFO ] [LOCAL     ] Saved forecast: EIG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EIG.txt
[2025-10-14T23:56:18.246253] [INFO ] [sig       ] [582/1812] Completed EIG in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:18.246295] [INFO ] [sig       ] [583/1812] Forecasting EIX...
[2025-10-14T23:56:18.246325] [INFO ] [sig       ] Generating forecast for: EIX
[2025-10-14T23:56:18.246356] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIX' from 'https://tdm.silogroup.org/data/derivative_storage/EIX.csv'.
[2025-10-14T23:56:18.254527] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIX'.
[2025-10-14T23:56:18.254824] [INFO ] [FORECASTER] Starting predict_future for EIX
[2025-10-14T23:56:18.279637] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:18.280310] [DEBUG] [LOCAL     ] No optimal features file found for EIX: ./output/feature-sets/EIX.txt
[2025-10-14T23:56:18.280363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:18.280396] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:18.280424] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:18.280480] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:18.297832] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:18.298403] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:18.298481] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:18.298515] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:18.333514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:18.333624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:18.333700] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:18.333743] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:18.336873] [DEBUG] [FORECASTER] EIX: Forecast T+1@11:T+2@11: DOWN (p=33.87%)
[2025-10-14T23:56:18.337132] [INFO ] [FORECASTER] Completed predict_future for EIX
[2025-10-14T23:56:18.337263] [INFO ] [sig       ] EIX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:18.476253] [INFO ] [LOCAL     ] Saved forecast: EIX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EIX.txt
[2025-10-14T23:56:18.476465] [INFO ] [sig       ] [583/1812] Completed EIX in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:18.476506] [INFO ] [sig       ] [584/1812] Forecasting EL...
[2025-10-14T23:56:18.476537] [INFO ] [sig       ] Generating forecast for: EL
[2025-10-14T23:56:18.476567] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EL' from 'https://tdm.silogroup.org/data/derivative_storage/EL.csv'.
[2025-10-14T23:56:18.485382] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EL'.
[2025-10-14T23:56:18.485667] [INFO ] [FORECASTER] Starting predict_future for EL
[2025-10-14T23:56:18.511078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:18.511811] [DEBUG] [LOCAL     ] No optimal features file found for EL: ./output/feature-sets/EL.txt
[2025-10-14T23:56:18.511867] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:18.511900] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:18.511927] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:18.511985] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:18.529536] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:18.530134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:18.530214] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:18.530249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:18.567663] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:18.567847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:18.567893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:18.567926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:18.571633] [DEBUG] [FORECASTER] EL: Forecast T+1@11:T+2@11: DOWN (p=28.86%)
[2025-10-14T23:56:18.571945] [INFO ] [FORECASTER] Completed predict_future for EL
[2025-10-14T23:56:18.572096] [INFO ] [sig       ] EL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:18.712096] [INFO ] [LOCAL     ] Saved forecast: EL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EL.txt
[2025-10-14T23:56:18.712320] [INFO ] [sig       ] [584/1812] Completed EL in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:18.712362] [INFO ] [sig       ] [585/1812] Forecasting ELC...
[2025-10-14T23:56:18.712392] [INFO ] [sig       ] Generating forecast for: ELC
[2025-10-14T23:56:18.712423] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELC' from 'https://tdm.silogroup.org/data/derivative_storage/ELC.csv'.
[2025-10-14T23:56:18.720866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELC'.
[2025-10-14T23:56:18.721126] [INFO ] [FORECASTER] Starting predict_future for ELC
[2025-10-14T23:56:18.745967] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:18.746733] [DEBUG] [LOCAL     ] No optimal features file found for ELC: ./output/feature-sets/ELC.txt
[2025-10-14T23:56:18.746788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:18.746822] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:18.746850] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:18.746907] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:18.763915] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:18.764441] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:18.764521] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:18.764554] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:18.799670] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:18.799817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:18.799859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:18.799890] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:18.803945] [DEBUG] [FORECASTER] ELC: Forecast T+1@11:T+2@11: UP (p=91.35%)
[2025-10-14T23:56:18.804337] [INFO ] [FORECASTER] Completed predict_future for ELC
[2025-10-14T23:56:18.804502] [INFO ] [sig       ] ELC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:18.950987] [INFO ] [LOCAL     ] Saved forecast: ELC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ELC.txt
[2025-10-14T23:56:18.951214] [INFO ] [sig       ] [585/1812] Completed ELC in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:18.951257] [INFO ] [sig       ] [586/1812] Forecasting ELF...
[2025-10-14T23:56:18.951288] [INFO ] [sig       ] Generating forecast for: ELF
[2025-10-14T23:56:18.951319] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELF' from 'https://tdm.silogroup.org/data/derivative_storage/ELF.csv'.
[2025-10-14T23:56:18.960402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELF'.
[2025-10-14T23:56:18.960802] [INFO ] [FORECASTER] Starting predict_future for ELF
[2025-10-14T23:56:18.985721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:18.986522] [DEBUG] [LOCAL     ] No optimal features file found for ELF: ./output/feature-sets/ELF.txt
[2025-10-14T23:56:18.986581] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:18.986618] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:18.986678] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:18.986758] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:19.004397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:19.005135] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:19.005234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:19.005278] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:19.041215] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:19.041379] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:19.041420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:19.041450] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:19.044895] [DEBUG] [FORECASTER] ELF: Forecast T+1@11:T+2@11: UP (p=90.95%)
[2025-10-14T23:56:19.045167] [INFO ] [FORECASTER] Completed predict_future for ELF
[2025-10-14T23:56:19.045301] [INFO ] [sig       ] ELF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:19.187270] [INFO ] [LOCAL     ] Saved forecast: ELF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ELF.txt
[2025-10-14T23:56:19.187519] [INFO ] [sig       ] [586/1812] Completed ELF in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:19.187580] [INFO ] [sig       ] [587/1812] Forecasting ELME...
[2025-10-14T23:56:19.187615] [INFO ] [sig       ] Generating forecast for: ELME
[2025-10-14T23:56:19.187678] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELME' from 'https://tdm.silogroup.org/data/derivative_storage/ELME.csv'.
[2025-10-14T23:56:19.195743] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELME'.
[2025-10-14T23:56:19.196000] [INFO ] [FORECASTER] Starting predict_future for ELME
[2025-10-14T23:56:19.220588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:19.221305] [DEBUG] [LOCAL     ] No optimal features file found for ELME: ./output/feature-sets/ELME.txt
[2025-10-14T23:56:19.221361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:19.221395] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:19.221424] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:19.221485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:19.239077] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:19.239621] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:19.239730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:19.239775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:19.279114] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:19.279230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:19.279288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:19.279319] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:19.282533] [DEBUG] [FORECASTER] ELME: Forecast T+1@11:T+2@11: DOWN (p=49.66%)
[2025-10-14T23:56:19.282859] [INFO ] [FORECASTER] Completed predict_future for ELME
[2025-10-14T23:56:19.282988] [INFO ] [sig       ] ELME: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:19.423799] [INFO ] [LOCAL     ] Saved forecast: ELME	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ELME.txt
[2025-10-14T23:56:19.424032] [INFO ] [sig       ] [587/1812] Completed ELME in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:19.424073] [INFO ] [sig       ] [588/1812] Forecasting ELP...
[2025-10-14T23:56:19.424104] [INFO ] [sig       ] Generating forecast for: ELP
[2025-10-14T23:56:19.424135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELP' from 'https://tdm.silogroup.org/data/derivative_storage/ELP.csv'.
[2025-10-14T23:56:19.432099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELP'.
[2025-10-14T23:56:19.432370] [INFO ] [FORECASTER] Starting predict_future for ELP
[2025-10-14T23:56:19.456574] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:19.457333] [DEBUG] [LOCAL     ] No optimal features file found for ELP: ./output/feature-sets/ELP.txt
[2025-10-14T23:56:19.457388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:19.457421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:19.457449] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:19.457504] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:19.475294] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:19.475865] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:19.475945] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:19.475980] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:19.509031] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:19.509110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:19.509146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:19.509176] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:19.512169] [DEBUG] [FORECASTER] ELP: Forecast T+1@11:T+2@11: UP (p=91.21%)
[2025-10-14T23:56:19.512416] [INFO ] [FORECASTER] Completed predict_future for ELP
[2025-10-14T23:56:19.512539] [INFO ] [sig       ] ELP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:19.653033] [INFO ] [LOCAL     ] Saved forecast: ELP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ELP.txt
[2025-10-14T23:56:19.653245] [INFO ] [sig       ] [588/1812] Completed ELP in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:19.653286] [INFO ] [sig       ] [589/1812] Forecasting ELS...
[2025-10-14T23:56:19.653317] [INFO ] [sig       ] Generating forecast for: ELS
[2025-10-14T23:56:19.653347] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELS' from 'https://tdm.silogroup.org/data/derivative_storage/ELS.csv'.
[2025-10-14T23:56:19.661179] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELS'.
[2025-10-14T23:56:19.661426] [INFO ] [FORECASTER] Starting predict_future for ELS
[2025-10-14T23:56:19.686071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:19.686747] [DEBUG] [LOCAL     ] No optimal features file found for ELS: ./output/feature-sets/ELS.txt
[2025-10-14T23:56:19.686802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:19.686880] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:19.686931] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:19.686991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:19.704245] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:19.704806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:19.704883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:19.704916] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:19.737700] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:19.737793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:19.737836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:19.737872] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:19.741105] [DEBUG] [FORECASTER] ELS: Forecast T+1@11:T+2@11: DOWN (p=4.56%)
[2025-10-14T23:56:19.741361] [INFO ] [FORECASTER] Completed predict_future for ELS
[2025-10-14T23:56:19.741489] [INFO ] [sig       ] ELS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:19.879786] [INFO ] [LOCAL     ] Saved forecast: ELS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ELS.txt
[2025-10-14T23:56:19.879968] [INFO ] [sig       ] [589/1812] Completed ELS in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:19.880009] [INFO ] [sig       ] [590/1812] Forecasting ELV...
[2025-10-14T23:56:19.880039] [INFO ] [sig       ] Generating forecast for: ELV
[2025-10-14T23:56:19.880070] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELV' from 'https://tdm.silogroup.org/data/derivative_storage/ELV.csv'.
[2025-10-14T23:56:19.888102] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELV'.
[2025-10-14T23:56:19.888359] [INFO ] [FORECASTER] Starting predict_future for ELV
[2025-10-14T23:56:19.913636] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:19.914343] [DEBUG] [LOCAL     ] No optimal features file found for ELV: ./output/feature-sets/ELV.txt
[2025-10-14T23:56:19.914395] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:19.914428] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:19.914456] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:19.914513] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:19.931926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:19.932439] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:19.932514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:19.932548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:19.965551] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:19.965632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:19.965708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:19.965747] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:19.968916] [DEBUG] [FORECASTER] ELV: Forecast T+1@11:T+2@11: UP (p=85.68%)
[2025-10-14T23:56:19.969171] [INFO ] [FORECASTER] Completed predict_future for ELV
[2025-10-14T23:56:19.969297] [INFO ] [sig       ] ELV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:20.113909] [INFO ] [LOCAL     ] Saved forecast: ELV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ELV.txt
[2025-10-14T23:56:20.114211] [INFO ] [sig       ] [590/1812] Completed ELV in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:20.114255] [INFO ] [sig       ] [591/1812] Forecasting EMD...
[2025-10-14T23:56:20.114285] [INFO ] [sig       ] Generating forecast for: EMD
[2025-10-14T23:56:20.114315] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMD' from 'https://tdm.silogroup.org/data/derivative_storage/EMD.csv'.
[2025-10-14T23:56:20.122524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMD'.
[2025-10-14T23:56:20.122833] [INFO ] [FORECASTER] Starting predict_future for EMD
[2025-10-14T23:56:20.147242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:20.148038] [DEBUG] [LOCAL     ] No optimal features file found for EMD: ./output/feature-sets/EMD.txt
[2025-10-14T23:56:20.148116] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:20.148158] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:20.148188] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:20.148245] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:20.165406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:20.166312] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:20.166402] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:20.166439] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:20.201140] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:20.201224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:20.201259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:20.201288] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:20.204286] [DEBUG] [FORECASTER] EMD: Forecast T+1@11:T+2@11: UP (p=98.69%)
[2025-10-14T23:56:20.204538] [INFO ] [FORECASTER] Completed predict_future for EMD
[2025-10-14T23:56:20.204708] [INFO ] [sig       ] EMD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:20.341325] [INFO ] [LOCAL     ] Saved forecast: EMD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EMD.txt
[2025-10-14T23:56:20.341534] [INFO ] [sig       ] [591/1812] Completed EMD in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:20.341575] [INFO ] [sig       ] [592/1812] Forecasting EME...
[2025-10-14T23:56:20.341605] [INFO ] [sig       ] Generating forecast for: EME
[2025-10-14T23:56:20.341635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EME' from 'https://tdm.silogroup.org/data/derivative_storage/EME.csv'.
[2025-10-14T23:56:20.349913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EME'.
[2025-10-14T23:56:20.350157] [INFO ] [FORECASTER] Starting predict_future for EME
[2025-10-14T23:56:20.374499] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:20.375195] [DEBUG] [LOCAL     ] No optimal features file found for EME: ./output/feature-sets/EME.txt
[2025-10-14T23:56:20.375247] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:20.375280] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:20.375308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:20.375365] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:20.392072] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:20.392585] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:20.392700] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:20.392779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:20.426904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:20.426980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:20.427015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:20.427042] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:20.430082] [DEBUG] [FORECASTER] EME: Forecast T+1@11:T+2@11: UP (p=79.24%)
[2025-10-14T23:56:20.430322] [INFO ] [FORECASTER] Completed predict_future for EME
[2025-10-14T23:56:20.430452] [INFO ] [sig       ] EME: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:20.566983] [INFO ] [LOCAL     ] Saved forecast: EME	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EME.txt
[2025-10-14T23:56:20.567183] [INFO ] [sig       ] [592/1812] Completed EME in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:20.567225] [INFO ] [sig       ] [593/1812] Forecasting EMF...
[2025-10-14T23:56:20.567256] [INFO ] [sig       ] Generating forecast for: EMF
[2025-10-14T23:56:20.567287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMF' from 'https://tdm.silogroup.org/data/derivative_storage/EMF.csv'.
[2025-10-14T23:56:20.575670] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMF'.
[2025-10-14T23:56:20.575921] [INFO ] [FORECASTER] Starting predict_future for EMF
[2025-10-14T23:56:20.600325] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:20.601047] [DEBUG] [LOCAL     ] No optimal features file found for EMF: ./output/feature-sets/EMF.txt
[2025-10-14T23:56:20.601101] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:20.601133] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:20.601161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:20.601218] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:20.618053] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:20.618608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:20.618716] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:20.618761] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:20.652679] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:20.652808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:20.652847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:20.652876] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:20.656097] [DEBUG] [FORECASTER] EMF: Forecast T+1@11:T+2@11: UP (p=74.24%)
[2025-10-14T23:56:20.656355] [INFO ] [FORECASTER] Completed predict_future for EMF
[2025-10-14T23:56:20.656486] [INFO ] [sig       ] EMF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:20.793206] [INFO ] [LOCAL     ] Saved forecast: EMF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EMF.txt
[2025-10-14T23:56:20.793397] [INFO ] [sig       ] [593/1812] Completed EMF in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:20.793438] [INFO ] [sig       ] [594/1812] Forecasting EMN...
[2025-10-14T23:56:20.793469] [INFO ] [sig       ] Generating forecast for: EMN
[2025-10-14T23:56:20.793499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMN' from 'https://tdm.silogroup.org/data/derivative_storage/EMN.csv'.
[2025-10-14T23:56:20.801977] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMN'.
[2025-10-14T23:56:20.802232] [INFO ] [FORECASTER] Starting predict_future for EMN
[2025-10-14T23:56:20.827020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:20.827750] [DEBUG] [LOCAL     ] No optimal features file found for EMN: ./output/feature-sets/EMN.txt
[2025-10-14T23:56:20.827814] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:20.827847] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:20.827874] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:20.827929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:20.845059] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:20.845684] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:20.845766] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:20.845800] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:20.883238] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:20.883316] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:20.883372] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:20.883401] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:20.886388] [DEBUG] [FORECASTER] EMN: Forecast T+1@11:T+2@11: DOWN (p=15.43%)
[2025-10-14T23:56:20.886631] [INFO ] [FORECASTER] Completed predict_future for EMN
[2025-10-14T23:56:20.886804] [INFO ] [sig       ] EMN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:21.024518] [INFO ] [LOCAL     ] Saved forecast: EMN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EMN.txt
[2025-10-14T23:56:21.024743] [INFO ] [sig       ] [594/1812] Completed EMN in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:21.024802] [INFO ] [sig       ] [595/1812] Forecasting EMO...
[2025-10-14T23:56:21.024835] [INFO ] [sig       ] Generating forecast for: EMO
[2025-10-14T23:56:21.024866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMO' from 'https://tdm.silogroup.org/data/derivative_storage/EMO.csv'.
[2025-10-14T23:56:21.038594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMO'.
[2025-10-14T23:56:21.038979] [INFO ] [FORECASTER] Starting predict_future for EMO
[2025-10-14T23:56:21.063919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:21.064595] [DEBUG] [LOCAL     ] No optimal features file found for EMO: ./output/feature-sets/EMO.txt
[2025-10-14T23:56:21.064672] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:21.064727] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:21.064759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:21.064815] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:21.081726] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:21.082240] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:21.082316] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:21.082348] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:21.118030] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:21.118130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:21.118174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:21.118203] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:21.121208] [DEBUG] [FORECASTER] EMO: Forecast T+1@11:T+2@11: DOWN (p=37.22%)
[2025-10-14T23:56:21.121448] [INFO ] [FORECASTER] Completed predict_future for EMO
[2025-10-14T23:56:21.122249] [INFO ] [sig       ] EMO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:21.260526] [INFO ] [LOCAL     ] Saved forecast: EMO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EMO.txt
[2025-10-14T23:56:21.260772] [INFO ] [sig       ] [595/1812] Completed EMO in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:21.260832] [INFO ] [sig       ] [596/1812] Forecasting EMP...
[2025-10-14T23:56:21.260866] [INFO ] [sig       ] Generating forecast for: EMP
[2025-10-14T23:56:21.260897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMP' from 'https://tdm.silogroup.org/data/derivative_storage/EMP.csv'.
[2025-10-14T23:56:21.270028] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'EMP'.
[2025-10-14T23:56:21.270278] [INFO ] [FORECASTER] Starting predict_future for EMP
[2025-10-14T23:56:21.294731] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:21.295378] [DEBUG] [LOCAL     ] No optimal features file found for EMP: ./output/feature-sets/EMP.txt
[2025-10-14T23:56:21.295430] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:21.295463] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:21.295491] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:21.295562] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:21.312541] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:21.313123] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:21.313199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:21.313232] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:21.347485] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:21.347567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:21.347603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:21.347631] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:21.350779] [DEBUG] [FORECASTER] EMP: Forecast T+1@11:T+2@11: UP (p=88.62%)
[2025-10-14T23:56:21.351021] [INFO ] [FORECASTER] Completed predict_future for EMP
[2025-10-14T23:56:21.351154] [INFO ] [sig       ] EMP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:21.489336] [INFO ] [LOCAL     ] Saved forecast: EMP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EMP.txt
[2025-10-14T23:56:21.489543] [INFO ] [sig       ] [596/1812] Completed EMP in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:21.489586] [INFO ] [sig       ] [597/1812] Forecasting EMR...
[2025-10-14T23:56:21.489615] [INFO ] [sig       ] Generating forecast for: EMR
[2025-10-14T23:56:21.489672] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMR' from 'https://tdm.silogroup.org/data/derivative_storage/EMR.csv'.
[2025-10-14T23:56:21.498288] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMR'.
[2025-10-14T23:56:21.498534] [INFO ] [FORECASTER] Starting predict_future for EMR
[2025-10-14T23:56:21.523057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:21.523739] [DEBUG] [LOCAL     ] No optimal features file found for EMR: ./output/feature-sets/EMR.txt
[2025-10-14T23:56:21.523793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:21.523825] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:21.523853] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:21.523910] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:21.540972] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:21.541485] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:21.541561] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:21.541594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:21.576295] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:21.576385] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:21.576420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:21.576448] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:21.579714] [DEBUG] [FORECASTER] EMR: Forecast T+1@11:T+2@11: UP (p=80.87%)
[2025-10-14T23:56:21.579963] [INFO ] [FORECASTER] Completed predict_future for EMR
[2025-10-14T23:56:21.580090] [INFO ] [sig       ] EMR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:21.717891] [INFO ] [LOCAL     ] Saved forecast: EMR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EMR.txt
[2025-10-14T23:56:21.718108] [INFO ] [sig       ] [597/1812] Completed EMR in 0.2s | 4.24 sym/s | Total: 2.3m | ETA: 4.8m
[2025-10-14T23:56:21.718171] [INFO ] [sig       ] [598/1812] Forecasting ENB...
[2025-10-14T23:56:21.718204] [INFO ] [sig       ] Generating forecast for: ENB
[2025-10-14T23:56:21.718235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENB' from 'https://tdm.silogroup.org/data/derivative_storage/ENB.csv'.
[2025-10-14T23:56:21.726619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENB'.
[2025-10-14T23:56:21.726913] [INFO ] [FORECASTER] Starting predict_future for ENB
[2025-10-14T23:56:21.751431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:21.752143] [DEBUG] [LOCAL     ] No optimal features file found for ENB: ./output/feature-sets/ENB.txt
[2025-10-14T23:56:21.752196] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:21.752229] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:21.752256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:21.752312] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:21.770266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:21.770836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:21.770914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:21.770948] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:21.811367] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:21.811468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:21.811535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:21.811579] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:21.814844] [DEBUG] [FORECASTER] ENB: Forecast T+1@11:T+2@11: DOWN (p=17.19%)
[2025-10-14T23:56:21.815277] [INFO ] [FORECASTER] Completed predict_future for ENB
[2025-10-14T23:56:21.815401] [INFO ] [sig       ] ENB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:21.953383] [INFO ] [LOCAL     ] Saved forecast: ENB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ENB.txt
[2025-10-14T23:56:21.953572] [INFO ] [sig       ] [598/1812] Completed ENB in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:21.953614] [INFO ] [sig       ] [599/1812] Forecasting ENIC...
[2025-10-14T23:56:21.953685] [INFO ] [sig       ] Generating forecast for: ENIC
[2025-10-14T23:56:21.953784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENIC' from 'https://tdm.silogroup.org/data/derivative_storage/ENIC.csv'.
[2025-10-14T23:56:21.963307] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENIC'.
[2025-10-14T23:56:21.963698] [INFO ] [FORECASTER] Starting predict_future for ENIC
[2025-10-14T23:56:21.988422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:21.989160] [DEBUG] [LOCAL     ] No optimal features file found for ENIC: ./output/feature-sets/ENIC.txt
[2025-10-14T23:56:21.989217] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:21.989250] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:21.989279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:21.989335] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:22.006303] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:22.006984] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:22.007065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:22.007099] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:22.043638] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:22.043827] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:22.043869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:22.043899] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:22.047345] [DEBUG] [FORECASTER] ENIC: Forecast T+1@11:T+2@11: DOWN (p=4.57%)
[2025-10-14T23:56:22.047623] [INFO ] [FORECASTER] Completed predict_future for ENIC
[2025-10-14T23:56:22.047810] [INFO ] [sig       ] ENIC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:22.187244] [INFO ] [LOCAL     ] Saved forecast: ENIC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ENIC.txt
[2025-10-14T23:56:22.187453] [INFO ] [sig       ] [599/1812] Completed ENIC in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:22.187502] [INFO ] [sig       ] [600/1812] Forecasting ENO...
[2025-10-14T23:56:22.187534] [INFO ] [sig       ] Generating forecast for: ENO
[2025-10-14T23:56:22.187565] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENO' from 'https://tdm.silogroup.org/data/derivative_storage/ENO.csv'.
[2025-10-14T23:56:22.195635] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'ENO'.
[2025-10-14T23:56:22.195914] [INFO ] [FORECASTER] Starting predict_future for ENO
[2025-10-14T23:56:22.221057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:22.221768] [DEBUG] [LOCAL     ] No optimal features file found for ENO: ./output/feature-sets/ENO.txt
[2025-10-14T23:56:22.221824] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:22.221858] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:22.221886] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:22.221943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:22.239825] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:22.240352] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:22.240430] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:22.240465] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:22.275820] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:22.275902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:22.275937] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:22.275964] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:22.279064] [DEBUG] [FORECASTER] ENO: Forecast T+1@11:T+2@11: UP (p=59.26%)
[2025-10-14T23:56:22.279309] [INFO ] [FORECASTER] Completed predict_future for ENO
[2025-10-14T23:56:22.279439] [INFO ] [sig       ] ENO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:22.418391] [INFO ] [LOCAL     ] Saved forecast: ENO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ENO.txt
[2025-10-14T23:56:22.418628] [INFO ] [sig       ] [600/1812] Completed ENO in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:22.418723] [INFO ] [sig       ] [601/1812] Forecasting ENOV...
[2025-10-14T23:56:22.418771] [INFO ] [sig       ] Generating forecast for: ENOV
[2025-10-14T23:56:22.418810] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENOV' from 'https://tdm.silogroup.org/data/derivative_storage/ENOV.csv'.
[2025-10-14T23:56:22.427196] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENOV'.
[2025-10-14T23:56:22.427440] [INFO ] [FORECASTER] Starting predict_future for ENOV
[2025-10-14T23:56:22.452260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:22.452959] [DEBUG] [LOCAL     ] No optimal features file found for ENOV: ./output/feature-sets/ENOV.txt
[2025-10-14T23:56:22.453013] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:22.453046] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:22.453074] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:22.453131] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:22.470480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:22.471039] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:22.471115] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:22.471149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:22.507445] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:22.507530] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:22.507565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:22.507614] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:22.510733] [DEBUG] [FORECASTER] ENOV: Forecast T+1@11:T+2@11: UP (p=83.58%)
[2025-10-14T23:56:22.510980] [INFO ] [FORECASTER] Completed predict_future for ENOV
[2025-10-14T23:56:22.511104] [INFO ] [sig       ] ENOV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:22.652665] [INFO ] [LOCAL     ] Saved forecast: ENOV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ENOV.txt
[2025-10-14T23:56:22.652975] [INFO ] [sig       ] [601/1812] Completed ENOV in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:22.653037] [INFO ] [sig       ] [602/1812] Forecasting ENR...
[2025-10-14T23:56:22.653070] [INFO ] [sig       ] Generating forecast for: ENR
[2025-10-14T23:56:22.653102] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENR' from 'https://tdm.silogroup.org/data/derivative_storage/ENR.csv'.
[2025-10-14T23:56:22.661812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENR'.
[2025-10-14T23:56:22.662235] [INFO ] [FORECASTER] Starting predict_future for ENR
[2025-10-14T23:56:22.689133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:22.689996] [DEBUG] [LOCAL     ] No optimal features file found for ENR: ./output/feature-sets/ENR.txt
[2025-10-14T23:56:22.690088] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:22.690130] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:22.690161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:22.690220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:22.708099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:22.708639] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:22.708748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:22.708783] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:22.743468] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:22.743549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:22.743584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:22.743612] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:22.746736] [DEBUG] [FORECASTER] ENR: Forecast T+1@11:T+2@11: DOWN (p=6.53%)
[2025-10-14T23:56:22.746998] [INFO ] [FORECASTER] Completed predict_future for ENR
[2025-10-14T23:56:22.747125] [INFO ] [sig       ] ENR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:22.889922] [INFO ] [LOCAL     ] Saved forecast: ENR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ENR.txt
[2025-10-14T23:56:22.890120] [INFO ] [sig       ] [602/1812] Completed ENR in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:22.890161] [INFO ] [sig       ] [603/1812] Forecasting ENS...
[2025-10-14T23:56:22.890192] [INFO ] [sig       ] Generating forecast for: ENS
[2025-10-14T23:56:22.890224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENS' from 'https://tdm.silogroup.org/data/derivative_storage/ENS.csv'.
[2025-10-14T23:56:22.898597] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENS'.
[2025-10-14T23:56:22.898868] [INFO ] [FORECASTER] Starting predict_future for ENS
[2025-10-14T23:56:22.924777] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:22.925588] [DEBUG] [LOCAL     ] No optimal features file found for ENS: ./output/feature-sets/ENS.txt
[2025-10-14T23:56:22.925668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:22.925732] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:22.925776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:22.925856] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:22.944811] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:22.945441] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:22.945520] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:22.945555] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:22.980789] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:22.980965] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:22.981009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:22.981040] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:22.984745] [DEBUG] [FORECASTER] ENS: Forecast T+1@11:T+2@11: UP (p=56.15%)
[2025-10-14T23:56:22.985021] [INFO ] [FORECASTER] Completed predict_future for ENS
[2025-10-14T23:56:22.985158] [INFO ] [sig       ] ENS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:23.128588] [INFO ] [LOCAL     ] Saved forecast: ENS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ENS.txt
[2025-10-14T23:56:23.128892] [INFO ] [sig       ] [603/1812] Completed ENS in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-14T23:56:23.128947] [INFO ] [sig       ] [604/1812] Forecasting ENVA...
[2025-10-14T23:56:23.128981] [INFO ] [sig       ] Generating forecast for: ENVA
[2025-10-14T23:56:23.129015] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENVA' from 'https://tdm.silogroup.org/data/derivative_storage/ENVA.csv'.
[2025-10-14T23:56:23.137622] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENVA'.
[2025-10-14T23:56:23.138046] [INFO ] [FORECASTER] Starting predict_future for ENVA
[2025-10-14T23:56:23.162894] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:23.163589] [DEBUG] [LOCAL     ] No optimal features file found for ENVA: ./output/feature-sets/ENVA.txt
[2025-10-14T23:56:23.163663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:23.163718] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:23.163749] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:23.163806] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:23.180912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:23.181424] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:23.181500] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:23.181533] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:23.215925] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:23.216002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:23.216037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:23.216066] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:23.219065] [DEBUG] [FORECASTER] ENVA: Forecast T+1@11:T+2@11: DOWN (p=34.91%)
[2025-10-14T23:56:23.219310] [INFO ] [FORECASTER] Completed predict_future for ENVA
[2025-10-14T23:56:23.219435] [INFO ] [sig       ] ENVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:23.357823] [INFO ] [LOCAL     ] Saved forecast: ENVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ENVA.txt
[2025-10-14T23:56:23.358027] [INFO ] [sig       ] [604/1812] Completed ENVA in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:23.358092] [INFO ] [sig       ] [605/1812] Forecasting EOD...
[2025-10-14T23:56:23.358144] [INFO ] [sig       ] Generating forecast for: EOD
[2025-10-14T23:56:23.358177] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOD' from 'https://tdm.silogroup.org/data/derivative_storage/EOD.csv'.
[2025-10-14T23:56:23.366365] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOD'.
[2025-10-14T23:56:23.366605] [INFO ] [FORECASTER] Starting predict_future for EOD
[2025-10-14T23:56:23.391126] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:23.391813] [DEBUG] [LOCAL     ] No optimal features file found for EOD: ./output/feature-sets/EOD.txt
[2025-10-14T23:56:23.391866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:23.391898] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:23.391926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:23.391982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:23.409036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:23.409573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:23.409708] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:23.409755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:23.445620] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:23.445740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:23.445782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:23.445811] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:23.448928] [DEBUG] [FORECASTER] EOD: Forecast T+1@11:T+2@11: DOWN (p=0.83%)
[2025-10-14T23:56:23.449180] [INFO ] [FORECASTER] Completed predict_future for EOD
[2025-10-14T23:56:23.449307] [INFO ] [sig       ] EOD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:23.588676] [INFO ] [LOCAL     ] Saved forecast: EOD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EOD.txt
[2025-10-14T23:56:23.588906] [INFO ] [sig       ] [605/1812] Completed EOD in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:23.588947] [INFO ] [sig       ] [606/1812] Forecasting EOG...
[2025-10-14T23:56:23.588978] [INFO ] [sig       ] Generating forecast for: EOG
[2025-10-14T23:56:23.589008] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOG' from 'https://tdm.silogroup.org/data/derivative_storage/EOG.csv'.
[2025-10-14T23:56:23.597778] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOG'.
[2025-10-14T23:56:23.598035] [INFO ] [FORECASTER] Starting predict_future for EOG
[2025-10-14T23:56:23.622521] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:23.623215] [DEBUG] [LOCAL     ] No optimal features file found for EOG: ./output/feature-sets/EOG.txt
[2025-10-14T23:56:23.623268] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:23.623301] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:23.623329] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:23.623385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:23.640825] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:23.641364] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:23.641441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:23.641474] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:23.675803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:23.675903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:23.675938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:23.675967] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:23.679121] [DEBUG] [FORECASTER] EOG: Forecast T+1@11:T+2@11: UP (p=94.67%)
[2025-10-14T23:56:23.679370] [INFO ] [FORECASTER] Completed predict_future for EOG
[2025-10-14T23:56:23.679500] [INFO ] [sig       ] EOG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:23.818124] [INFO ] [LOCAL     ] Saved forecast: EOG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EOG.txt
[2025-10-14T23:56:23.818333] [INFO ] [sig       ] [606/1812] Completed EOG in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:23.818385] [INFO ] [sig       ] [607/1812] Forecasting EOI...
[2025-10-14T23:56:23.818417] [INFO ] [sig       ] Generating forecast for: EOI
[2025-10-14T23:56:23.818448] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOI' from 'https://tdm.silogroup.org/data/derivative_storage/EOI.csv'.
[2025-10-14T23:56:23.826425] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOI'.
[2025-10-14T23:56:23.826705] [INFO ] [FORECASTER] Starting predict_future for EOI
[2025-10-14T23:56:23.851345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:23.852098] [DEBUG] [LOCAL     ] No optimal features file found for EOI: ./output/feature-sets/EOI.txt
[2025-10-14T23:56:23.852151] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:23.852184] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:23.852212] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:23.852268] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:23.870267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:23.871199] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:23.871283] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:23.871316] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:23.906450] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:23.906534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:23.906570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:23.906598] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:23.909722] [DEBUG] [FORECASTER] EOI: Forecast T+1@11:T+2@11: UP (p=99.48%)
[2025-10-14T23:56:23.909998] [INFO ] [FORECASTER] Completed predict_future for EOI
[2025-10-14T23:56:23.910128] [INFO ] [sig       ] EOI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:24.048357] [INFO ] [LOCAL     ] Saved forecast: EOI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EOI.txt
[2025-10-14T23:56:24.048565] [INFO ] [sig       ] [607/1812] Completed EOI in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:24.048607] [INFO ] [sig       ] [608/1812] Forecasting EOS...
[2025-10-14T23:56:24.048639] [INFO ] [sig       ] Generating forecast for: EOS
[2025-10-14T23:56:24.048733] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOS' from 'https://tdm.silogroup.org/data/derivative_storage/EOS.csv'.
[2025-10-14T23:56:24.056719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOS'.
[2025-10-14T23:56:24.056995] [INFO ] [FORECASTER] Starting predict_future for EOS
[2025-10-14T23:56:24.081487] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:24.082191] [DEBUG] [LOCAL     ] No optimal features file found for EOS: ./output/feature-sets/EOS.txt
[2025-10-14T23:56:24.082244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:24.082275] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:24.082302] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:24.082358] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:24.099470] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:24.100033] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:24.100109] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:24.100142] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:24.133336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:24.133421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:24.133457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:24.133504] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:24.137436] [DEBUG] [FORECASTER] EOS: Forecast T+1@11:T+2@11: UP (p=98.67%)
[2025-10-14T23:56:24.137737] [INFO ] [FORECASTER] Completed predict_future for EOS
[2025-10-14T23:56:24.137887] [INFO ] [sig       ] EOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:24.275558] [INFO ] [LOCAL     ] Saved forecast: EOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EOS.txt
[2025-10-14T23:56:24.275793] [INFO ] [sig       ] [608/1812] Completed EOS in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:24.275860] [INFO ] [sig       ] [609/1812] Forecasting EOT...
[2025-10-14T23:56:24.275893] [INFO ] [sig       ] Generating forecast for: EOT
[2025-10-14T23:56:24.275924] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOT' from 'https://tdm.silogroup.org/data/derivative_storage/EOT.csv'.
[2025-10-14T23:56:24.283970] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOT'.
[2025-10-14T23:56:24.284217] [INFO ] [FORECASTER] Starting predict_future for EOT
[2025-10-14T23:56:24.308962] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:24.309732] [DEBUG] [LOCAL     ] No optimal features file found for EOT: ./output/feature-sets/EOT.txt
[2025-10-14T23:56:24.309787] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:24.309820] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:24.309849] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:24.309906] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:24.327592] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:24.328201] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:24.328278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:24.328311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:24.361412] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:24.361529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:24.361566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:24.361595] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:24.364813] [DEBUG] [FORECASTER] EOT: Forecast T+1@11:T+2@11: UP (p=77.63%)
[2025-10-14T23:56:24.365075] [INFO ] [FORECASTER] Completed predict_future for EOT
[2025-10-14T23:56:24.365210] [INFO ] [sig       ] EOT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:24.503237] [INFO ] [LOCAL     ] Saved forecast: EOT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EOT.txt
[2025-10-14T23:56:24.503447] [INFO ] [sig       ] [609/1812] Completed EOT in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:24.503497] [INFO ] [sig       ] [610/1812] Forecasting EPAC...
[2025-10-14T23:56:24.503528] [INFO ] [sig       ] Generating forecast for: EPAC
[2025-10-14T23:56:24.503559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPAC' from 'https://tdm.silogroup.org/data/derivative_storage/EPAC.csv'.
[2025-10-14T23:56:24.512252] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPAC'.
[2025-10-14T23:56:24.512670] [INFO ] [FORECASTER] Starting predict_future for EPAC
[2025-10-14T23:56:24.538211] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:24.538961] [DEBUG] [LOCAL     ] No optimal features file found for EPAC: ./output/feature-sets/EPAC.txt
[2025-10-14T23:56:24.539015] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:24.539049] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:24.539078] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:24.539137] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:24.556889] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:24.557484] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:24.557562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:24.557595] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:24.592939] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:24.593047] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:24.593086] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:24.593115] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:24.596364] [DEBUG] [FORECASTER] EPAC: Forecast T+1@11:T+2@11: DOWN (p=18.70%)
[2025-10-14T23:56:24.596622] [INFO ] [FORECASTER] Completed predict_future for EPAC
[2025-10-14T23:56:24.596793] [INFO ] [sig       ] EPAC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:24.738242] [INFO ] [LOCAL     ] Saved forecast: EPAC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EPAC.txt
[2025-10-14T23:56:24.738562] [INFO ] [sig       ] [610/1812] Completed EPAC in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:24.738625] [INFO ] [sig       ] [611/1812] Forecasting EPD...
[2025-10-14T23:56:24.738708] [INFO ] [sig       ] Generating forecast for: EPD
[2025-10-14T23:56:24.738762] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPD' from 'https://tdm.silogroup.org/data/derivative_storage/EPD.csv'.
[2025-10-14T23:56:24.747207] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPD'.
[2025-10-14T23:56:24.747481] [INFO ] [FORECASTER] Starting predict_future for EPD
[2025-10-14T23:56:24.779193] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:24.781091] [DEBUG] [LOCAL     ] No optimal features file found for EPD: ./output/feature-sets/EPD.txt
[2025-10-14T23:56:24.781149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:24.781184] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:24.781213] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:24.781270] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:24.799404] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:24.799982] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:24.800064] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:24.800098] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:24.835601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:24.835740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:24.835788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:24.835819] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:24.839233] [DEBUG] [FORECASTER] EPD: Forecast T+1@11:T+2@11: UP (p=96.35%)
[2025-10-14T23:56:24.839528] [INFO ] [FORECASTER] Completed predict_future for EPD
[2025-10-14T23:56:24.839702] [INFO ] [sig       ] EPD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:24.988246] [INFO ] [LOCAL     ] Saved forecast: EPD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EPD.txt
[2025-10-14T23:56:24.988524] [INFO ] [sig       ] [611/1812] Completed EPD in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:24.988677] [INFO ] [sig       ] [612/1812] Forecasting EPR...
[2025-10-14T23:56:24.988753] [INFO ] [sig       ] Generating forecast for: EPR
[2025-10-14T23:56:24.988813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPR' from 'https://tdm.silogroup.org/data/derivative_storage/EPR.csv'.
[2025-10-14T23:56:24.998105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPR'.
[2025-10-14T23:56:24.998426] [INFO ] [FORECASTER] Starting predict_future for EPR
[2025-10-14T23:56:25.024464] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:25.025356] [DEBUG] [LOCAL     ] No optimal features file found for EPR: ./output/feature-sets/EPR.txt
[2025-10-14T23:56:25.025412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:25.025447] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:25.025476] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:25.025535] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:25.043994] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:25.044597] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:25.044703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:25.044753] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:25.081792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:25.081907] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:25.081944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:25.081972] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:25.085131] [DEBUG] [FORECASTER] EPR: Forecast T+1@11:T+2@11: DOWN (p=46.40%)
[2025-10-14T23:56:25.085383] [INFO ] [FORECASTER] Completed predict_future for EPR
[2025-10-14T23:56:25.085510] [INFO ] [sig       ] EPR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:25.228304] [INFO ] [LOCAL     ] Saved forecast: EPR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EPR.txt
[2025-10-14T23:56:25.228558] [INFO ] [sig       ] [612/1812] Completed EPR in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:25.228602] [INFO ] [sig       ] [613/1812] Forecasting EPRT...
[2025-10-14T23:56:25.228633] [INFO ] [sig       ] Generating forecast for: EPRT
[2025-10-14T23:56:25.228708] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPRT' from 'https://tdm.silogroup.org/data/derivative_storage/EPRT.csv'.
[2025-10-14T23:56:25.238405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPRT'.
[2025-10-14T23:56:25.238718] [INFO ] [FORECASTER] Starting predict_future for EPRT
[2025-10-14T23:56:25.264583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:25.265360] [DEBUG] [LOCAL     ] No optimal features file found for EPRT: ./output/feature-sets/EPRT.txt
[2025-10-14T23:56:25.265416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:25.265454] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:25.265507] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:25.265594] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:25.283761] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:25.284307] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:25.284385] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:25.284419] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:25.319774] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:25.319895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:25.319934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:25.319965] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:25.323341] [DEBUG] [FORECASTER] EPRT: Forecast T+1@11:T+2@11: UP (p=83.94%)
[2025-10-14T23:56:25.323606] [INFO ] [FORECASTER] Completed predict_future for EPRT
[2025-10-14T23:56:25.323777] [INFO ] [sig       ] EPRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:25.469680] [INFO ] [LOCAL     ] Saved forecast: EPRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EPRT.txt
[2025-10-14T23:56:25.469901] [INFO ] [sig       ] [613/1812] Completed EPRT in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:25.469952] [INFO ] [sig       ] [614/1812] Forecasting EQBK...
[2025-10-14T23:56:25.469984] [INFO ] [sig       ] Generating forecast for: EQBK
[2025-10-14T23:56:25.470016] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQBK' from 'https://tdm.silogroup.org/data/derivative_storage/EQBK.csv'.
[2025-10-14T23:56:25.478091] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'EQBK'.
[2025-10-14T23:56:25.478350] [INFO ] [FORECASTER] Starting predict_future for EQBK
[2025-10-14T23:56:25.505224] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:25.506132] [DEBUG] [LOCAL     ] No optimal features file found for EQBK: ./output/feature-sets/EQBK.txt
[2025-10-14T23:56:25.506187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:25.506221] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:25.506249] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:25.506306] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:25.523560] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:25.524156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:25.524238] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:25.524272] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:25.563756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:25.563884] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:25.563940] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:25.563972] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:25.567374] [DEBUG] [FORECASTER] EQBK: Forecast T+1@11:T+2@11: DOWN (p=4.50%)
[2025-10-14T23:56:25.567637] [INFO ] [FORECASTER] Completed predict_future for EQBK
[2025-10-14T23:56:25.567812] [INFO ] [sig       ] EQBK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:25.711001] [INFO ] [LOCAL     ] Saved forecast: EQBK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EQBK.txt
[2025-10-14T23:56:25.711281] [INFO ] [sig       ] [614/1812] Completed EQBK in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:25.711325] [INFO ] [sig       ] [615/1812] Forecasting EQH...
[2025-10-14T23:56:25.711355] [INFO ] [sig       ] Generating forecast for: EQH
[2025-10-14T23:56:25.711388] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQH' from 'https://tdm.silogroup.org/data/derivative_storage/EQH.csv'.
[2025-10-14T23:56:25.720702] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQH'.
[2025-10-14T23:56:25.721053] [INFO ] [FORECASTER] Starting predict_future for EQH
[2025-10-14T23:56:25.745560] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:25.746239] [DEBUG] [LOCAL     ] No optimal features file found for EQH: ./output/feature-sets/EQH.txt
[2025-10-14T23:56:25.746292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:25.746324] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:25.746352] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:25.746406] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:25.763328] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:25.763890] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:25.763967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:25.764000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:25.800913] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:25.800989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:25.801024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:25.801052] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:25.804011] [DEBUG] [FORECASTER] EQH: Forecast T+1@11:T+2@11: UP (p=96.27%)
[2025-10-14T23:56:25.804258] [INFO ] [FORECASTER] Completed predict_future for EQH
[2025-10-14T23:56:25.804394] [INFO ] [sig       ] EQH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:25.942052] [INFO ] [LOCAL     ] Saved forecast: EQH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EQH.txt
[2025-10-14T23:56:25.942248] [INFO ] [sig       ] [615/1812] Completed EQH in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:25.942290] [INFO ] [sig       ] [616/1812] Forecasting EQNR...
[2025-10-14T23:56:25.942320] [INFO ] [sig       ] Generating forecast for: EQNR
[2025-10-14T23:56:25.942352] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQNR' from 'https://tdm.silogroup.org/data/derivative_storage/EQNR.csv'.
[2025-10-14T23:56:25.951630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQNR'.
[2025-10-14T23:56:25.952035] [INFO ] [FORECASTER] Starting predict_future for EQNR
[2025-10-14T23:56:25.977851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:25.978684] [DEBUG] [LOCAL     ] No optimal features file found for EQNR: ./output/feature-sets/EQNR.txt
[2025-10-14T23:56:25.978745] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:25.978778] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:25.978806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:25.978864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:25.996263] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:25.996999] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:25.997089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:25.997123] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:26.032616] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:26.032776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:26.032823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:26.032852] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:26.036228] [DEBUG] [FORECASTER] EQNR: Forecast T+1@11:T+2@11: DOWN (p=22.63%)
[2025-10-14T23:56:26.036486] [INFO ] [FORECASTER] Completed predict_future for EQNR
[2025-10-14T23:56:26.036620] [INFO ] [sig       ] EQNR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:26.184199] [INFO ] [LOCAL     ] Saved forecast: EQNR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EQNR.txt
[2025-10-14T23:56:26.184496] [INFO ] [sig       ] [616/1812] Completed EQNR in 0.2s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:26.184555] [INFO ] [sig       ] [617/1812] Forecasting EQR...
[2025-10-14T23:56:26.184588] [INFO ] [sig       ] Generating forecast for: EQR
[2025-10-14T23:56:26.184623] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQR' from 'https://tdm.silogroup.org/data/derivative_storage/EQR.csv'.
[2025-10-14T23:56:26.194559] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQR'.
[2025-10-14T23:56:26.195039] [INFO ] [FORECASTER] Starting predict_future for EQR
[2025-10-14T23:56:26.220600] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:26.221434] [DEBUG] [LOCAL     ] No optimal features file found for EQR: ./output/feature-sets/EQR.txt
[2025-10-14T23:56:26.221490] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:26.221524] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:26.221552] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:26.221610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:26.239898] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:26.240813] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:26.240899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:26.240934] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:26.280618] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:26.280820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:26.281078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:26.281123] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:26.284863] [DEBUG] [FORECASTER] EQR: Forecast T+1@11:T+2@11: UP (p=76.64%)
[2025-10-14T23:56:26.285197] [INFO ] [FORECASTER] Completed predict_future for EQR
[2025-10-14T23:56:26.285354] [INFO ] [sig       ] EQR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:26.447699] [INFO ] [LOCAL     ] Saved forecast: EQR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EQR.txt
[2025-10-14T23:56:26.448003] [INFO ] [sig       ] [617/1812] Completed EQR in 0.3s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:26.451500] [INFO ] [sig       ] [618/1812] Forecasting EQT...
[2025-10-14T23:56:26.451614] [INFO ] [sig       ] Generating forecast for: EQT
[2025-10-14T23:56:26.451704] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQT' from 'https://tdm.silogroup.org/data/derivative_storage/EQT.csv'.
[2025-10-14T23:56:26.463328] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQT'.
[2025-10-14T23:56:26.463994] [INFO ] [FORECASTER] Starting predict_future for EQT
[2025-10-14T23:56:26.495035] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:26.495864] [DEBUG] [LOCAL     ] No optimal features file found for EQT: ./output/feature-sets/EQT.txt
[2025-10-14T23:56:26.495928] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:26.495995] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:26.496055] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:26.496179] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:26.516412] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:26.517634] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:26.517750] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:26.517788] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:26.559703] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:26.559879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:26.559922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:26.559952] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:26.563663] [DEBUG] [FORECASTER] EQT: Forecast T+1@11:T+2@11: UP (p=56.82%)
[2025-10-14T23:56:26.563965] [INFO ] [FORECASTER] Completed predict_future for EQT
[2025-10-14T23:56:26.564105] [INFO ] [sig       ] EQT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:26.744571] [INFO ] [LOCAL     ] Saved forecast: EQT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EQT.txt
[2025-10-14T23:56:26.744960] [INFO ] [sig       ] [618/1812] Completed EQT in 0.3s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:26.745064] [INFO ] [sig       ] [619/1812] Forecasting EQV...
[2025-10-14T23:56:26.745110] [INFO ] [sig       ] Generating forecast for: EQV
[2025-10-14T23:56:26.745151] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQV' from 'https://tdm.silogroup.org/data/derivative_storage/EQV.csv'.
[2025-10-14T23:56:26.755469] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQV'.
[2025-10-14T23:56:26.756030] [INFO ] [FORECASTER] Starting predict_future for EQV
[2025-10-14T23:56:26.792057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:26.792996] [DEBUG] [LOCAL     ] No optimal features file found for EQV: ./output/feature-sets/EQV.txt
[2025-10-14T23:56:26.793055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:26.793089] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:26.793117] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:26.793175] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:26.813369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:26.814388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:26.814498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:26.814544] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:26.853185] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:26.853369] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:26.853414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:26.853447] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:26.857589] [DEBUG] [FORECASTER] EQV: Forecast T+1@11:T+2@11: DOWN (p=27.59%)
[2025-10-14T23:56:26.857983] [INFO ] [FORECASTER] Completed predict_future for EQV
[2025-10-14T23:56:26.858182] [INFO ] [sig       ] EQV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:27.046200] [INFO ] [LOCAL     ] Saved forecast: EQV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EQV.txt
[2025-10-14T23:56:27.046591] [INFO ] [sig       ] [619/1812] Completed EQV in 0.3s | 4.24 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:27.046692] [INFO ] [sig       ] [620/1812] Forecasting ERJ...
[2025-10-14T23:56:27.046757] [INFO ] [sig       ] Generating forecast for: ERJ
[2025-10-14T23:56:27.046813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ERJ' from 'https://tdm.silogroup.org/data/derivative_storage/ERJ.csv'.
[2025-10-14T23:56:27.060126] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ERJ'.
[2025-10-14T23:56:27.060622] [INFO ] [FORECASTER] Starting predict_future for ERJ
[2025-10-14T23:56:27.102159] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:27.103143] [DEBUG] [LOCAL     ] No optimal features file found for ERJ: ./output/feature-sets/ERJ.txt
[2025-10-14T23:56:27.103212] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:27.103248] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:27.103278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:27.103336] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:27.123154] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:27.124123] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:27.124240] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:27.124310] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:27.166347] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:27.166537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:27.166613] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:27.166709] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:27.171526] [DEBUG] [FORECASTER] ERJ: Forecast T+1@11:T+2@11: UP (p=90.27%)
[2025-10-14T23:56:27.171939] [INFO ] [FORECASTER] Completed predict_future for ERJ
[2025-10-14T23:56:27.172113] [INFO ] [sig       ] ERJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:27.340432] [INFO ] [LOCAL     ] Saved forecast: ERJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ERJ.txt
[2025-10-14T23:56:27.340729] [INFO ] [sig       ] [620/1812] Completed ERJ in 0.3s | 4.23 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:27.340795] [INFO ] [sig       ] [621/1812] Forecasting ERO...
[2025-10-14T23:56:27.340839] [INFO ] [sig       ] Generating forecast for: ERO
[2025-10-14T23:56:27.340876] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ERO' from 'https://tdm.silogroup.org/data/derivative_storage/ERO.csv'.
[2025-10-14T23:56:27.354386] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ERO'.
[2025-10-14T23:56:27.354966] [INFO ] [FORECASTER] Starting predict_future for ERO
[2025-10-14T23:56:27.387803] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:27.388702] [DEBUG] [LOCAL     ] No optimal features file found for ERO: ./output/feature-sets/ERO.txt
[2025-10-14T23:56:27.388759] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:27.388794] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:27.388821] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:27.388879] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:27.406211] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:27.407080] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:27.407166] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:27.407202] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:27.445232] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:27.445401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:27.445479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:27.445512] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:27.450799] [DEBUG] [FORECASTER] ERO: Forecast T+1@11:T+2@11: UP (p=56.50%)
[2025-10-14T23:56:27.451236] [INFO ] [FORECASTER] Completed predict_future for ERO
[2025-10-14T23:56:27.451459] [INFO ] [sig       ] ERO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:27.638499] [INFO ] [LOCAL     ] Saved forecast: ERO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ERO.txt
[2025-10-14T23:56:27.638922] [INFO ] [sig       ] [621/1812] Completed ERO in 0.3s | 4.23 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:27.639004] [INFO ] [sig       ] [622/1812] Forecasting ES...
[2025-10-14T23:56:27.639047] [INFO ] [sig       ] Generating forecast for: ES
[2025-10-14T23:56:27.639087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ES' from 'https://tdm.silogroup.org/data/derivative_storage/ES.csv'.
[2025-10-14T23:56:27.648825] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ES'.
[2025-10-14T23:56:27.649267] [INFO ] [FORECASTER] Starting predict_future for ES
[2025-10-14T23:56:27.679480] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:27.681076] [DEBUG] [LOCAL     ] No optimal features file found for ES: ./output/feature-sets/ES.txt
[2025-10-14T23:56:27.681176] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:27.681225] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:27.681278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:27.681369] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:27.707283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:27.708228] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:27.708319] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:27.708354] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:27.746014] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:27.746189] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:27.746235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:27.746292] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:27.750355] [DEBUG] [FORECASTER] ES: Forecast T+1@11:T+2@11: UP (p=88.51%)
[2025-10-14T23:56:27.750701] [INFO ] [FORECASTER] Completed predict_future for ES
[2025-10-14T23:56:27.750868] [INFO ] [sig       ] ES: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:27.894356] [INFO ] [LOCAL     ] Saved forecast: ES	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ES.txt
[2025-10-14T23:56:27.894609] [INFO ] [sig       ] [622/1812] Completed ES in 0.3s | 4.23 sym/s | Total: 2.4m | ETA: 4.7m
[2025-10-14T23:56:27.894679] [INFO ] [sig       ] [623/1812] Forecasting ESAB...
[2025-10-14T23:56:27.894730] [INFO ] [sig       ] Generating forecast for: ESAB
[2025-10-14T23:56:27.894764] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESAB' from 'https://tdm.silogroup.org/data/derivative_storage/ESAB.csv'.
[2025-10-14T23:56:27.903359] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESAB'.
[2025-10-14T23:56:27.903624] [INFO ] [FORECASTER] Starting predict_future for ESAB
[2025-10-14T23:56:27.929358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:27.930111] [DEBUG] [LOCAL     ] No optimal features file found for ESAB: ./output/feature-sets/ESAB.txt
[2025-10-14T23:56:27.930168] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:27.930204] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:27.930234] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:27.930294] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:27.947624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:27.948237] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:27.948318] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:27.948354] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:27.986137] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:27.986241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:27.986280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:27.986313] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:27.989570] [DEBUG] [FORECASTER] ESAB: Forecast T+1@11:T+2@11: DOWN (p=10.04%)
[2025-10-14T23:56:27.989859] [INFO ] [FORECASTER] Completed predict_future for ESAB
[2025-10-14T23:56:27.990001] [INFO ] [sig       ] ESAB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:28.134257] [INFO ] [LOCAL     ] Saved forecast: ESAB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ESAB.txt
[2025-10-14T23:56:28.134531] [INFO ] [sig       ] [623/1812] Completed ESAB in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:28.134591] [INFO ] [sig       ] [624/1812] Forecasting ESE...
[2025-10-14T23:56:28.134625] [INFO ] [sig       ] Generating forecast for: ESE
[2025-10-14T23:56:28.134694] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESE' from 'https://tdm.silogroup.org/data/derivative_storage/ESE.csv'.
[2025-10-14T23:56:28.143485] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESE'.
[2025-10-14T23:56:28.143896] [INFO ] [FORECASTER] Starting predict_future for ESE
[2025-10-14T23:56:28.170228] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:28.171075] [DEBUG] [LOCAL     ] No optimal features file found for ESE: ./output/feature-sets/ESE.txt
[2025-10-14T23:56:28.171131] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:28.171166] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:28.171197] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:28.171257] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:28.189334] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:28.190285] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:28.190403] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:28.190441] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:28.226120] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:28.226289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:28.226332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:28.226364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:28.230087] [DEBUG] [FORECASTER] ESE: Forecast T+1@11:T+2@11: DOWN (p=1.90%)
[2025-10-14T23:56:28.230356] [INFO ] [FORECASTER] Completed predict_future for ESE
[2025-10-14T23:56:28.230489] [INFO ] [sig       ] ESE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:28.372880] [INFO ] [LOCAL     ] Saved forecast: ESE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ESE.txt
[2025-10-14T23:56:28.373122] [INFO ] [sig       ] [624/1812] Completed ESE in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:28.373168] [INFO ] [sig       ] [625/1812] Forecasting ESI...
[2025-10-14T23:56:28.373200] [INFO ] [sig       ] Generating forecast for: ESI
[2025-10-14T23:56:28.373231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESI' from 'https://tdm.silogroup.org/data/derivative_storage/ESI.csv'.
[2025-10-14T23:56:28.382289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESI'.
[2025-10-14T23:56:28.382707] [INFO ] [FORECASTER] Starting predict_future for ESI
[2025-10-14T23:56:28.407000] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:28.407630] [DEBUG] [LOCAL     ] No optimal features file found for ESI: ./output/feature-sets/ESI.txt
[2025-10-14T23:56:28.407708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:28.407746] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:28.407773] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:28.407830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:28.424535] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:28.425104] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:28.425181] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:28.425214] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:28.461222] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:28.461302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:28.461338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:28.461366] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:28.464350] [DEBUG] [FORECASTER] ESI: Forecast T+1@11:T+2@11: DOWN (p=29.90%)
[2025-10-14T23:56:28.464590] [INFO ] [FORECASTER] Completed predict_future for ESI
[2025-10-14T23:56:28.464748] [INFO ] [sig       ] ESI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:28.600511] [INFO ] [LOCAL     ] Saved forecast: ESI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ESI.txt
[2025-10-14T23:56:28.600740] [INFO ] [sig       ] [625/1812] Completed ESI in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:28.600799] [INFO ] [sig       ] [626/1812] Forecasting ESNT...
[2025-10-14T23:56:28.600832] [INFO ] [sig       ] Generating forecast for: ESNT
[2025-10-14T23:56:28.600862] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESNT' from 'https://tdm.silogroup.org/data/derivative_storage/ESNT.csv'.
[2025-10-14T23:56:28.609109] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESNT'.
[2025-10-14T23:56:28.609351] [INFO ] [FORECASTER] Starting predict_future for ESNT
[2025-10-14T23:56:28.633436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:28.634136] [DEBUG] [LOCAL     ] No optimal features file found for ESNT: ./output/feature-sets/ESNT.txt
[2025-10-14T23:56:28.634204] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:28.634237] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:28.634264] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:28.634321] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:28.651013] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:28.651515] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:28.651591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:28.651623] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:28.686381] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:28.686462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:28.686497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:28.686526] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:28.689585] [DEBUG] [FORECASTER] ESNT: Forecast T+1@11:T+2@11: UP (p=65.50%)
[2025-10-14T23:56:28.689865] [INFO ] [FORECASTER] Completed predict_future for ESNT
[2025-10-14T23:56:28.689996] [INFO ] [sig       ] ESNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:28.824920] [INFO ] [LOCAL     ] Saved forecast: ESNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ESNT.txt
[2025-10-14T23:56:28.825107] [INFO ] [sig       ] [626/1812] Completed ESNT in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:28.825148] [INFO ] [sig       ] [627/1812] Forecasting ESRT...
[2025-10-14T23:56:28.825177] [INFO ] [sig       ] Generating forecast for: ESRT
[2025-10-14T23:56:28.825208] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESRT' from 'https://tdm.silogroup.org/data/derivative_storage/ESRT.csv'.
[2025-10-14T23:56:28.834161] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESRT'.
[2025-10-14T23:56:28.834419] [INFO ] [FORECASTER] Starting predict_future for ESRT
[2025-10-14T23:56:28.858508] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:28.859186] [DEBUG] [LOCAL     ] No optimal features file found for ESRT: ./output/feature-sets/ESRT.txt
[2025-10-14T23:56:28.859239] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:28.859272] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:28.859300] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:28.859355] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:28.876055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:28.876563] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:28.876638] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:28.876711] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:28.911341] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:28.911408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:28.911443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:28.911471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:28.914399] [DEBUG] [FORECASTER] ESRT: Forecast T+1@11:T+2@11: UP (p=71.84%)
[2025-10-14T23:56:28.914635] [INFO ] [FORECASTER] Completed predict_future for ESRT
[2025-10-14T23:56:28.914798] [INFO ] [sig       ] ESRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:29.050785] [INFO ] [LOCAL     ] Saved forecast: ESRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ESRT.txt
[2025-10-14T23:56:29.050974] [INFO ] [sig       ] [627/1812] Completed ESRT in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:29.051017] [INFO ] [sig       ] [628/1812] Forecasting ESS...
[2025-10-14T23:56:29.051048] [INFO ] [sig       ] Generating forecast for: ESS
[2025-10-14T23:56:29.051088] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESS' from 'https://tdm.silogroup.org/data/derivative_storage/ESS.csv'.
[2025-10-14T23:56:29.059405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESS'.
[2025-10-14T23:56:29.059695] [INFO ] [FORECASTER] Starting predict_future for ESS
[2025-10-14T23:56:29.083914] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:29.084554] [DEBUG] [LOCAL     ] No optimal features file found for ESS: ./output/feature-sets/ESS.txt
[2025-10-14T23:56:29.084607] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:29.084639] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:29.084714] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:29.084774] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:29.101986] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:29.102491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:29.102567] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:29.102599] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:29.138916] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:29.138992] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:29.139026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:29.139054] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:29.141982] [DEBUG] [FORECASTER] ESS: Forecast T+1@11:T+2@11: DOWN (p=5.88%)
[2025-10-14T23:56:29.142225] [INFO ] [FORECASTER] Completed predict_future for ESS
[2025-10-14T23:56:29.142346] [INFO ] [sig       ] ESS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:29.277732] [INFO ] [LOCAL     ] Saved forecast: ESS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ESS.txt
[2025-10-14T23:56:29.277938] [INFO ] [sig       ] [628/1812] Completed ESS in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:29.277979] [INFO ] [sig       ] [629/1812] Forecasting ESTC...
[2025-10-14T23:56:29.278009] [INFO ] [sig       ] Generating forecast for: ESTC
[2025-10-14T23:56:29.278038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESTC' from 'https://tdm.silogroup.org/data/derivative_storage/ESTC.csv'.
[2025-10-14T23:56:29.285880] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESTC'.
[2025-10-14T23:56:29.286135] [INFO ] [FORECASTER] Starting predict_future for ESTC
[2025-10-14T23:56:29.310599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:29.311272] [DEBUG] [LOCAL     ] No optimal features file found for ESTC: ./output/feature-sets/ESTC.txt
[2025-10-14T23:56:29.311324] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:29.311357] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:29.311384] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:29.311440] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:29.328350] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:29.328901] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:29.328978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:29.329011] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:29.366711] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:29.366813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:29.366851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:29.366880] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:29.370082] [DEBUG] [FORECASTER] ESTC: Forecast T+1@11:T+2@11: DOWN (p=25.75%)
[2025-10-14T23:56:29.370355] [INFO ] [FORECASTER] Completed predict_future for ESTC
[2025-10-14T23:56:29.370484] [INFO ] [sig       ] ESTC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:29.507306] [INFO ] [LOCAL     ] Saved forecast: ESTC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ESTC.txt
[2025-10-14T23:56:29.507499] [INFO ] [sig       ] [629/1812] Completed ESTC in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:29.507539] [INFO ] [sig       ] [630/1812] Forecasting ET...
[2025-10-14T23:56:29.507570] [INFO ] [sig       ] Generating forecast for: ET
[2025-10-14T23:56:29.507602] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ET' from 'https://tdm.silogroup.org/data/derivative_storage/ET.csv'.
[2025-10-14T23:56:29.516374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ET'.
[2025-10-14T23:56:29.516662] [INFO ] [FORECASTER] Starting predict_future for ET
[2025-10-14T23:56:29.545164] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:29.545946] [DEBUG] [LOCAL     ] No optimal features file found for ET: ./output/feature-sets/ET.txt
[2025-10-14T23:56:29.546000] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:29.546043] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:29.546096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:29.546167] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:29.563062] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:29.563593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:29.563694] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:29.563743] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:29.597201] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:29.597275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:29.597309] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:29.597338] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:29.600301] [DEBUG] [FORECASTER] ET: Forecast T+1@11:T+2@11: DOWN (p=20.51%)
[2025-10-14T23:56:29.600542] [INFO ] [FORECASTER] Completed predict_future for ET
[2025-10-14T23:56:29.600692] [INFO ] [sig       ] ET: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:29.736979] [INFO ] [LOCAL     ] Saved forecast: ET	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ET.txt
[2025-10-14T23:56:29.737189] [INFO ] [sig       ] [630/1812] Completed ET in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-14T23:56:29.737247] [INFO ] [sig       ] [631/1812] Forecasting ETB...
[2025-10-14T23:56:29.737280] [INFO ] [sig       ] Generating forecast for: ETB
[2025-10-14T23:56:29.737321] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETB' from 'https://tdm.silogroup.org/data/derivative_storage/ETB.csv'.
[2025-10-14T23:56:29.746380] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETB'.
[2025-10-14T23:56:29.746635] [INFO ] [FORECASTER] Starting predict_future for ETB
[2025-10-14T23:56:29.770953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:29.771605] [DEBUG] [LOCAL     ] No optimal features file found for ETB: ./output/feature-sets/ETB.txt
[2025-10-14T23:56:29.771680] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:29.771729] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:29.771806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:29.771877] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:29.788994] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:29.789520] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:29.789610] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:29.789668] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:29.822835] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:29.822920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:29.822955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:29.822983] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:29.825931] [DEBUG] [FORECASTER] ETB: Forecast T+1@11:T+2@11: UP (p=75.91%)
[2025-10-14T23:56:29.826175] [INFO ] [FORECASTER] Completed predict_future for ETB
[2025-10-14T23:56:29.826302] [INFO ] [sig       ] ETB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:29.963554] [INFO ] [LOCAL     ] Saved forecast: ETB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETB.txt
[2025-10-14T23:56:29.963770] [INFO ] [sig       ] [631/1812] Completed ETB in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:29.963828] [INFO ] [sig       ] [632/1812] Forecasting ETD...
[2025-10-14T23:56:29.963862] [INFO ] [sig       ] Generating forecast for: ETD
[2025-10-14T23:56:29.963896] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETD' from 'https://tdm.silogroup.org/data/derivative_storage/ETD.csv'.
[2025-10-14T23:56:29.972198] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETD'.
[2025-10-14T23:56:29.972437] [INFO ] [FORECASTER] Starting predict_future for ETD
[2025-10-14T23:56:29.996633] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:29.997309] [DEBUG] [LOCAL     ] No optimal features file found for ETD: ./output/feature-sets/ETD.txt
[2025-10-14T23:56:29.997361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:29.997393] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:29.997420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:29.997476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:30.014255] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:30.014806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:30.014886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:30.014919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:30.047378] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:30.047475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:30.047511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:30.047539] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:30.050660] [DEBUG] [FORECASTER] ETD: Forecast T+1@11:T+2@11: UP (p=67.89%)
[2025-10-14T23:56:30.050918] [INFO ] [FORECASTER] Completed predict_future for ETD
[2025-10-14T23:56:30.051050] [INFO ] [sig       ] ETD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:30.188213] [INFO ] [LOCAL     ] Saved forecast: ETD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETD.txt
[2025-10-14T23:56:30.188493] [INFO ] [sig       ] [632/1812] Completed ETD in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:30.188536] [INFO ] [sig       ] [633/1812] Forecasting ETG...
[2025-10-14T23:56:30.188566] [INFO ] [sig       ] Generating forecast for: ETG
[2025-10-14T23:56:30.188597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETG' from 'https://tdm.silogroup.org/data/derivative_storage/ETG.csv'.
[2025-10-14T23:56:30.197604] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETG'.
[2025-10-14T23:56:30.197916] [INFO ] [FORECASTER] Starting predict_future for ETG
[2025-10-14T23:56:30.222193] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:30.222910] [DEBUG] [LOCAL     ] No optimal features file found for ETG: ./output/feature-sets/ETG.txt
[2025-10-14T23:56:30.222979] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:30.223013] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:30.223041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:30.223103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:30.240106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:30.240632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:30.240733] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:30.240770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:30.274211] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:30.274306] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:30.274342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:30.274371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:30.277452] [DEBUG] [FORECASTER] ETG: Forecast T+1@11:T+2@11: DOWN (p=3.46%)
[2025-10-14T23:56:30.277738] [INFO ] [FORECASTER] Completed predict_future for ETG
[2025-10-14T23:56:30.277874] [INFO ] [sig       ] ETG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:30.420278] [INFO ] [LOCAL     ] Saved forecast: ETG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ETG.txt
[2025-10-14T23:56:30.420613] [INFO ] [sig       ] [633/1812] Completed ETG in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:30.420698] [INFO ] [sig       ] [634/1812] Forecasting ETJ...
[2025-10-14T23:56:30.420742] [INFO ] [sig       ] Generating forecast for: ETJ
[2025-10-14T23:56:30.420775] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETJ' from 'https://tdm.silogroup.org/data/derivative_storage/ETJ.csv'.
[2025-10-14T23:56:30.430596] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETJ'.
[2025-10-14T23:56:30.430955] [INFO ] [FORECASTER] Starting predict_future for ETJ
[2025-10-14T23:56:30.455545] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:30.456287] [DEBUG] [LOCAL     ] No optimal features file found for ETJ: ./output/feature-sets/ETJ.txt
[2025-10-14T23:56:30.456340] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:30.456373] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:30.456401] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:30.456458] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:30.473287] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:30.473852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:30.473929] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:30.473962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:30.505950] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:30.506471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:30.506517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:30.506547] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:30.510795] [DEBUG] [FORECASTER] ETJ: Forecast T+1@11:T+2@11: UP (p=90.73%)
[2025-10-14T23:56:30.511053] [INFO ] [FORECASTER] Completed predict_future for ETJ
[2025-10-14T23:56:30.511181] [INFO ] [sig       ] ETJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:30.648764] [INFO ] [LOCAL     ] Saved forecast: ETJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETJ.txt
[2025-10-14T23:56:30.649002] [INFO ] [sig       ] [634/1812] Completed ETJ in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:30.649045] [INFO ] [sig       ] [635/1812] Forecasting ETN...
[2025-10-14T23:56:30.649076] [INFO ] [sig       ] Generating forecast for: ETN
[2025-10-14T23:56:30.649115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETN' from 'https://tdm.silogroup.org/data/derivative_storage/ETN.csv'.
[2025-10-14T23:56:30.657349] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETN'.
[2025-10-14T23:56:30.657637] [INFO ] [FORECASTER] Starting predict_future for ETN
[2025-10-14T23:56:30.682126] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:30.682833] [DEBUG] [LOCAL     ] No optimal features file found for ETN: ./output/feature-sets/ETN.txt
[2025-10-14T23:56:30.682891] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:30.682924] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:30.682951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:30.683007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:30.700015] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:30.700675] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:30.700759] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:30.700793] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:30.742140] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:30.742288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:30.742327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:30.742357] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:30.745744] [DEBUG] [FORECASTER] ETN: Forecast T+1@11:T+2@11: UP (p=85.36%)
[2025-10-14T23:56:30.746010] [INFO ] [FORECASTER] Completed predict_future for ETN
[2025-10-14T23:56:30.746150] [INFO ] [sig       ] ETN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:30.899577] [INFO ] [LOCAL     ] Saved forecast: ETN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETN.txt
[2025-10-14T23:56:30.899918] [INFO ] [sig       ] [635/1812] Completed ETN in 0.3s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:30.899988] [INFO ] [sig       ] [636/1812] Forecasting ETO...
[2025-10-14T23:56:30.900035] [INFO ] [sig       ] Generating forecast for: ETO
[2025-10-14T23:56:30.900084] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETO' from 'https://tdm.silogroup.org/data/derivative_storage/ETO.csv'.
[2025-10-14T23:56:30.910119] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETO'.
[2025-10-14T23:56:30.910478] [INFO ] [FORECASTER] Starting predict_future for ETO
[2025-10-14T23:56:30.936577] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:30.937422] [DEBUG] [LOCAL     ] No optimal features file found for ETO: ./output/feature-sets/ETO.txt
[2025-10-14T23:56:30.937477] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:30.937512] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:30.937542] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:30.937599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:30.955851] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:30.956566] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:30.956669] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:30.956726] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:30.998282] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:30.998469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:30.998514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:30.998547] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:31.002524] [DEBUG] [FORECASTER] ETO: Forecast T+1@11:T+2@11: DOWN (p=43.01%)
[2025-10-14T23:56:31.002866] [INFO ] [FORECASTER] Completed predict_future for ETO
[2025-10-14T23:56:31.003042] [INFO ] [sig       ] ETO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:31.148142] [INFO ] [LOCAL     ] Saved forecast: ETO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ETO.txt
[2025-10-14T23:56:31.148374] [INFO ] [sig       ] [636/1812] Completed ETO in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:31.148434] [INFO ] [sig       ] [637/1812] Forecasting ETR...
[2025-10-14T23:56:31.148468] [INFO ] [sig       ] Generating forecast for: ETR
[2025-10-14T23:56:31.148500] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETR' from 'https://tdm.silogroup.org/data/derivative_storage/ETR.csv'.
[2025-10-14T23:56:31.157161] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETR'.
[2025-10-14T23:56:31.157425] [INFO ] [FORECASTER] Starting predict_future for ETR
[2025-10-14T23:56:31.182680] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:31.183359] [DEBUG] [LOCAL     ] No optimal features file found for ETR: ./output/feature-sets/ETR.txt
[2025-10-14T23:56:31.183411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:31.183443] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:31.183470] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:31.183527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:31.200558] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:31.201180] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:31.201257] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:31.201291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:31.238337] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:31.238420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:31.238455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:31.238485] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:31.241629] [DEBUG] [FORECASTER] ETR: Forecast T+1@11:T+2@11: UP (p=98.10%)
[2025-10-14T23:56:31.241917] [INFO ] [FORECASTER] Completed predict_future for ETR
[2025-10-14T23:56:31.242050] [INFO ] [sig       ] ETR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:31.379734] [INFO ] [LOCAL     ] Saved forecast: ETR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETR.txt
[2025-10-14T23:56:31.379938] [INFO ] [sig       ] [637/1812] Completed ETR in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:31.379979] [INFO ] [sig       ] [638/1812] Forecasting ETSY...
[2025-10-14T23:56:31.380010] [INFO ] [sig       ] Generating forecast for: ETSY
[2025-10-14T23:56:31.380040] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETSY' from 'https://tdm.silogroup.org/data/derivative_storage/ETSY.csv'.
[2025-10-14T23:56:31.388313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETSY'.
[2025-10-14T23:56:31.388561] [INFO ] [FORECASTER] Starting predict_future for ETSY
[2025-10-14T23:56:31.412599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:31.413271] [DEBUG] [LOCAL     ] No optimal features file found for ETSY: ./output/feature-sets/ETSY.txt
[2025-10-14T23:56:31.413324] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:31.413357] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:31.413385] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:31.413441] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:31.430466] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:31.431040] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:31.431117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:31.431164] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:31.466781] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:31.466851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:31.466885] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:31.466914] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:31.469918] [DEBUG] [FORECASTER] ETSY: Forecast T+1@11:T+2@11: DOWN (p=15.65%)
[2025-10-14T23:56:31.470159] [INFO ] [FORECASTER] Completed predict_future for ETSY
[2025-10-14T23:56:31.470296] [INFO ] [sig       ] ETSY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:31.606170] [INFO ] [LOCAL     ] Saved forecast: ETSY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ETSY.txt
[2025-10-14T23:56:31.606343] [INFO ] [sig       ] [638/1812] Completed ETSY in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:31.606384] [INFO ] [sig       ] [639/1812] Forecasting ETV...
[2025-10-14T23:56:31.606414] [INFO ] [sig       ] Generating forecast for: ETV
[2025-10-14T23:56:31.606444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETV' from 'https://tdm.silogroup.org/data/derivative_storage/ETV.csv'.
[2025-10-14T23:56:31.616165] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETV'.
[2025-10-14T23:56:31.616562] [INFO ] [FORECASTER] Starting predict_future for ETV
[2025-10-14T23:56:31.642679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:31.643423] [DEBUG] [LOCAL     ] No optimal features file found for ETV: ./output/feature-sets/ETV.txt
[2025-10-14T23:56:31.643478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:31.643512] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:31.643541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:31.643598] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:31.661266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:31.662023] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:31.662112] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:31.662147] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:31.698991] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:31.699160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:31.699202] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:31.699232] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:31.702763] [DEBUG] [FORECASTER] ETV: Forecast T+1@11:T+2@11: DOWN (p=21.52%)
[2025-10-14T23:56:31.703108] [INFO ] [FORECASTER] Completed predict_future for ETV
[2025-10-14T23:56:31.703264] [INFO ] [sig       ] ETV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:31.846456] [INFO ] [LOCAL     ] Saved forecast: ETV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ETV.txt
[2025-10-14T23:56:31.846802] [INFO ] [sig       ] [639/1812] Completed ETV in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:31.846865] [INFO ] [sig       ] [640/1812] Forecasting ETW...
[2025-10-14T23:56:31.846898] [INFO ] [sig       ] Generating forecast for: ETW
[2025-10-14T23:56:31.846957] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETW' from 'https://tdm.silogroup.org/data/derivative_storage/ETW.csv'.
[2025-10-14T23:56:31.855637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETW'.
[2025-10-14T23:56:31.855910] [INFO ] [FORECASTER] Starting predict_future for ETW
[2025-10-14T23:56:31.880485] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:31.881187] [DEBUG] [LOCAL     ] No optimal features file found for ETW: ./output/feature-sets/ETW.txt
[2025-10-14T23:56:31.881241] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:31.881291] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:31.881321] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:31.881378] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:31.898496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:31.899221] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:31.899306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:31.899342] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:31.940840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:31.941074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:31.941134] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:31.941187] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:31.945018] [DEBUG] [FORECASTER] ETW: Forecast T+1@11:T+2@11: DOWN (p=45.49%)
[2025-10-14T23:56:31.945358] [INFO ] [FORECASTER] Completed predict_future for ETW
[2025-10-14T23:56:31.945507] [INFO ] [sig       ] ETW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:32.083620] [INFO ] [LOCAL     ] Saved forecast: ETW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ETW.txt
[2025-10-14T23:56:32.083938] [INFO ] [sig       ] [640/1812] Completed ETW in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:32.083985] [INFO ] [sig       ] [641/1812] Forecasting ETX...
[2025-10-14T23:56:32.084015] [INFO ] [sig       ] Generating forecast for: ETX
[2025-10-14T23:56:32.084046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETX' from 'https://tdm.silogroup.org/data/derivative_storage/ETX.csv'.
[2025-10-14T23:56:32.093331] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETX'.
[2025-10-14T23:56:32.093700] [INFO ] [FORECASTER] Starting predict_future for ETX
[2025-10-14T23:56:32.119036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:32.119797] [DEBUG] [LOCAL     ] No optimal features file found for ETX: ./output/feature-sets/ETX.txt
[2025-10-14T23:56:32.119851] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:32.119884] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:32.119912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:32.119969] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:32.137745] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:32.138608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:32.138726] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:32.138769] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:32.174583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:32.174745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:32.174793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:32.174823] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:32.178122] [DEBUG] [FORECASTER] ETX: Forecast T+1@11:T+2@11: UP (p=94.79%)
[2025-10-14T23:56:32.178389] [INFO ] [FORECASTER] Completed predict_future for ETX
[2025-10-14T23:56:32.178535] [INFO ] [sig       ] ETX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:32.316384] [INFO ] [LOCAL     ] Saved forecast: ETX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETX.txt
[2025-10-14T23:56:32.316685] [INFO ] [sig       ] [641/1812] Completed ETX in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:32.316745] [INFO ] [sig       ] [642/1812] Forecasting ETY...
[2025-10-14T23:56:32.316778] [INFO ] [sig       ] Generating forecast for: ETY
[2025-10-14T23:56:32.316810] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETY' from 'https://tdm.silogroup.org/data/derivative_storage/ETY.csv'.
[2025-10-14T23:56:32.325984] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETY'.
[2025-10-14T23:56:32.326261] [INFO ] [FORECASTER] Starting predict_future for ETY
[2025-10-14T23:56:32.351130] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:32.351904] [DEBUG] [LOCAL     ] No optimal features file found for ETY: ./output/feature-sets/ETY.txt
[2025-10-14T23:56:32.351960] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:32.352001] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:32.352035] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:32.352104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:32.368922] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:32.369619] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:32.369730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:32.369772] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:32.405061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:32.405228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:32.405269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:32.405299] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:32.408798] [DEBUG] [FORECASTER] ETY: Forecast T+1@11:T+2@11: UP (p=98.50%)
[2025-10-14T23:56:32.409074] [INFO ] [FORECASTER] Completed predict_future for ETY
[2025-10-14T23:56:32.409213] [INFO ] [sig       ] ETY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:32.550516] [INFO ] [LOCAL     ] Saved forecast: ETY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ETY.txt
[2025-10-14T23:56:32.550818] [INFO ] [sig       ] [642/1812] Completed ETY in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:32.550880] [INFO ] [sig       ] [643/1812] Forecasting EVC...
[2025-10-14T23:56:32.550914] [INFO ] [sig       ] Generating forecast for: EVC
[2025-10-14T23:56:32.550946] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVC' from 'https://tdm.silogroup.org/data/derivative_storage/EVC.csv'.
[2025-10-14T23:56:32.559765] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVC'.
[2025-10-14T23:56:32.560020] [INFO ] [FORECASTER] Starting predict_future for EVC
[2025-10-14T23:56:32.584567] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:32.585304] [DEBUG] [LOCAL     ] No optimal features file found for EVC: ./output/feature-sets/EVC.txt
[2025-10-14T23:56:32.585356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:32.585388] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:32.585418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:32.585474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:32.602457] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:32.603093] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:32.603174] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:32.603208] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:32.641058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:32.641179] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:32.641217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:32.641245] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:32.644492] [DEBUG] [FORECASTER] EVC: Forecast T+1@11:T+2@11: DOWN (p=3.03%)
[2025-10-14T23:56:32.644795] [INFO ] [FORECASTER] Completed predict_future for EVC
[2025-10-14T23:56:32.644936] [INFO ] [sig       ] EVC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:32.781175] [INFO ] [LOCAL     ] Saved forecast: EVC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVC.txt
[2025-10-14T23:56:32.781393] [INFO ] [sig       ] [643/1812] Completed EVC in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:32.781434] [INFO ] [sig       ] [644/1812] Forecasting EVEX...
[2025-10-14T23:56:32.781464] [INFO ] [sig       ] Generating forecast for: EVEX
[2025-10-14T23:56:32.781495] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVEX' from 'https://tdm.silogroup.org/data/derivative_storage/EVEX.csv'.
[2025-10-14T23:56:32.790511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVEX'.
[2025-10-14T23:56:32.790807] [INFO ] [FORECASTER] Starting predict_future for EVEX
[2025-10-14T23:56:32.815042] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:32.815729] [DEBUG] [LOCAL     ] No optimal features file found for EVEX: ./output/feature-sets/EVEX.txt
[2025-10-14T23:56:32.815783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:32.815859] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:32.815896] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:32.815958] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:32.832953] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:32.833466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:32.833542] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:32.833575] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:32.868970] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:32.869052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:32.869087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:32.869115] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:32.872083] [DEBUG] [FORECASTER] EVEX: Forecast T+1@11:T+2@11: DOWN (p=0.22%)
[2025-10-14T23:56:32.872327] [INFO ] [FORECASTER] Completed predict_future for EVEX
[2025-10-14T23:56:32.872471] [INFO ] [sig       ] EVEX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:33.020965] [INFO ] [LOCAL     ] Saved forecast: EVEX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVEX.txt
[2025-10-14T23:56:33.021222] [INFO ] [sig       ] [644/1812] Completed EVEX in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:33.021275] [INFO ] [sig       ] [645/1812] Forecasting EVF...
[2025-10-14T23:56:33.021342] [INFO ] [sig       ] Generating forecast for: EVF
[2025-10-14T23:56:33.021388] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVF' from 'https://tdm.silogroup.org/data/derivative_storage/EVF.csv'.
[2025-10-14T23:56:33.031020] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVF'.
[2025-10-14T23:56:33.031268] [INFO ] [FORECASTER] Starting predict_future for EVF
[2025-10-14T23:56:33.056887] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:33.057610] [DEBUG] [LOCAL     ] No optimal features file found for EVF: ./output/feature-sets/EVF.txt
[2025-10-14T23:56:33.057688] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:33.057736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:33.057768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:33.057827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:33.075727] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:33.076308] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:33.076389] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:33.076423] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:33.106742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:33.106840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:33.106877] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:33.106911] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:33.110141] [DEBUG] [FORECASTER] EVF: Forecast T+1@11:T+2@11: DOWN (p=37.82%)
[2025-10-14T23:56:33.110398] [INFO ] [FORECASTER] Completed predict_future for EVF
[2025-10-14T23:56:33.110530] [INFO ] [sig       ] EVF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:33.255088] [INFO ] [LOCAL     ] Saved forecast: EVF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVF.txt
[2025-10-14T23:56:33.255297] [INFO ] [sig       ] [645/1812] Completed EVF in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:33.255339] [INFO ] [sig       ] [646/1812] Forecasting EVG...
[2025-10-14T23:56:33.255369] [INFO ] [sig       ] Generating forecast for: EVG
[2025-10-14T23:56:33.255400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVG' from 'https://tdm.silogroup.org/data/derivative_storage/EVG.csv'.
[2025-10-14T23:56:33.264699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVG'.
[2025-10-14T23:56:33.265103] [INFO ] [FORECASTER] Starting predict_future for EVG
[2025-10-14T23:56:33.292558] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:33.293407] [DEBUG] [LOCAL     ] No optimal features file found for EVG: ./output/feature-sets/EVG.txt
[2025-10-14T23:56:33.293464] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:33.293499] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:33.293527] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:33.293584] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:33.313205] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:33.314150] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:33.314243] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:33.314279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:33.353486] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:33.353700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:33.353760] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:33.353799] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:33.357674] [DEBUG] [FORECASTER] EVG: Forecast T+1@11:T+2@11: UP (p=61.86%)
[2025-10-14T23:56:33.358034] [INFO ] [FORECASTER] Completed predict_future for EVG
[2025-10-14T23:56:33.358266] [INFO ] [sig       ] EVG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:33.512600] [INFO ] [LOCAL     ] Saved forecast: EVG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EVG.txt
[2025-10-14T23:56:33.512915] [INFO ] [sig       ] [646/1812] Completed EVG in 0.3s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:33.512965] [INFO ] [sig       ] [647/1812] Forecasting EVH...
[2025-10-14T23:56:33.512996] [INFO ] [sig       ] Generating forecast for: EVH
[2025-10-14T23:56:33.513027] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVH' from 'https://tdm.silogroup.org/data/derivative_storage/EVH.csv'.
[2025-10-14T23:56:33.522026] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVH'.
[2025-10-14T23:56:33.522315] [INFO ] [FORECASTER] Starting predict_future for EVH
[2025-10-14T23:56:33.546850] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:33.547521] [DEBUG] [LOCAL     ] No optimal features file found for EVH: ./output/feature-sets/EVH.txt
[2025-10-14T23:56:33.547578] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:33.547630] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:33.547698] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:33.547769] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:33.565174] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:33.565750] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:33.565833] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:33.565867] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:33.603420] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:33.603519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:33.603556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:33.603584] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:33.606667] [DEBUG] [FORECASTER] EVH: Forecast T+1@11:T+2@11: UP (p=81.39%)
[2025-10-14T23:56:33.606928] [INFO ] [FORECASTER] Completed predict_future for EVH
[2025-10-14T23:56:33.607064] [INFO ] [sig       ] EVH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:33.751737] [INFO ] [LOCAL     ] Saved forecast: EVH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EVH.txt
[2025-10-14T23:56:33.752051] [INFO ] [sig       ] [647/1812] Completed EVH in 0.2s | 4.23 sym/s | Total: 2.5m | ETA: 4.6m
[2025-10-14T23:56:33.752096] [INFO ] [sig       ] [648/1812] Forecasting EVN...
[2025-10-14T23:56:33.752126] [INFO ] [sig       ] Generating forecast for: EVN
[2025-10-14T23:56:33.752158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVN' from 'https://tdm.silogroup.org/data/derivative_storage/EVN.csv'.
[2025-10-14T23:56:33.761091] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVN'.
[2025-10-14T23:56:33.761509] [INFO ] [FORECASTER] Starting predict_future for EVN
[2025-10-14T23:56:33.786697] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:33.787456] [DEBUG] [LOCAL     ] No optimal features file found for EVN: ./output/feature-sets/EVN.txt
[2025-10-14T23:56:33.787510] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:33.787543] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:33.787571] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:33.787632] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:33.804658] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:33.805209] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:33.805287] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:33.805319] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:33.843693] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:33.843840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:33.843894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:33.843926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:33.847605] [DEBUG] [FORECASTER] EVN: Forecast T+1@11:T+2@11: DOWN (p=5.76%)
[2025-10-14T23:56:33.847944] [INFO ] [FORECASTER] Completed predict_future for EVN
[2025-10-14T23:56:33.848126] [INFO ] [sig       ] EVN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:33.985920] [INFO ] [LOCAL     ] Saved forecast: EVN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVN.txt
[2025-10-14T23:56:33.986178] [INFO ] [sig       ] [648/1812] Completed EVN in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:33.986219] [INFO ] [sig       ] [649/1812] Forecasting EVR...
[2025-10-14T23:56:33.986249] [INFO ] [sig       ] Generating forecast for: EVR
[2025-10-14T23:56:33.986280] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVR' from 'https://tdm.silogroup.org/data/derivative_storage/EVR.csv'.
[2025-10-14T23:56:33.995354] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVR'.
[2025-10-14T23:56:33.995611] [INFO ] [FORECASTER] Starting predict_future for EVR
[2025-10-14T23:56:34.020352] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:34.021076] [DEBUG] [LOCAL     ] No optimal features file found for EVR: ./output/feature-sets/EVR.txt
[2025-10-14T23:56:34.021141] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:34.021176] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:34.021204] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:34.021259] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:34.037859] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:34.038446] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:34.038527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:34.038560] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:34.071574] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:34.071674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:34.071727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:34.071758] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:34.074712] [DEBUG] [FORECASTER] EVR: Forecast T+1@11:T+2@11: UP (p=96.01%)
[2025-10-14T23:56:34.074975] [INFO ] [FORECASTER] Completed predict_future for EVR
[2025-10-14T23:56:34.075124] [INFO ] [sig       ] EVR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:34.211205] [INFO ] [LOCAL     ] Saved forecast: EVR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EVR.txt
[2025-10-14T23:56:34.211401] [INFO ] [sig       ] [649/1812] Completed EVR in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:34.211443] [INFO ] [sig       ] [650/1812] Forecasting EVT...
[2025-10-14T23:56:34.211473] [INFO ] [sig       ] Generating forecast for: EVT
[2025-10-14T23:56:34.211504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVT' from 'https://tdm.silogroup.org/data/derivative_storage/EVT.csv'.
[2025-10-14T23:56:34.220024] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVT'.
[2025-10-14T23:56:34.220281] [INFO ] [FORECASTER] Starting predict_future for EVT
[2025-10-14T23:56:34.244765] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:34.245428] [DEBUG] [LOCAL     ] No optimal features file found for EVT: ./output/feature-sets/EVT.txt
[2025-10-14T23:56:34.245480] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:34.245513] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:34.245540] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:34.245599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:34.262366] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:34.262922] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:34.263001] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:34.263033] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:34.294874] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:34.294961] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:34.294997] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:34.295027] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:34.298192] [DEBUG] [FORECASTER] EVT: Forecast T+1@11:T+2@11: DOWN (p=11.47%)
[2025-10-14T23:56:34.298444] [INFO ] [FORECASTER] Completed predict_future for EVT
[2025-10-14T23:56:34.298597] [INFO ] [sig       ] EVT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:34.436946] [INFO ] [LOCAL     ] Saved forecast: EVT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVT.txt
[2025-10-14T23:56:34.437168] [INFO ] [sig       ] [650/1812] Completed EVT in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:34.437211] [INFO ] [sig       ] [651/1812] Forecasting EVTC...
[2025-10-14T23:56:34.437241] [INFO ] [sig       ] Generating forecast for: EVTC
[2025-10-14T23:56:34.437272] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTC' from 'https://tdm.silogroup.org/data/derivative_storage/EVTC.csv'.
[2025-10-14T23:56:34.445297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVTC'.
[2025-10-14T23:56:34.445567] [INFO ] [FORECASTER] Starting predict_future for EVTC
[2025-10-14T23:56:34.470040] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:34.470776] [DEBUG] [LOCAL     ] No optimal features file found for EVTC: ./output/feature-sets/EVTC.txt
[2025-10-14T23:56:34.470830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:34.470863] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:34.470891] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:34.470947] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:34.487926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:34.488511] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:34.488590] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:34.488624] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:34.521848] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:34.521949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:34.521991] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:34.522020] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:34.525071] [DEBUG] [FORECASTER] EVTC: Forecast T+1@11:T+2@11: UP (p=72.82%)
[2025-10-14T23:56:34.525322] [INFO ] [FORECASTER] Completed predict_future for EVTC
[2025-10-14T23:56:34.525450] [INFO ] [sig       ] EVTC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:34.668146] [INFO ] [LOCAL     ] Saved forecast: EVTC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EVTC.txt
[2025-10-14T23:56:34.668440] [INFO ] [sig       ] [651/1812] Completed EVTC in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:34.668496] [INFO ] [sig       ] [652/1812] Forecasting EVTL...
[2025-10-14T23:56:34.668528] [INFO ] [sig       ] Generating forecast for: EVTL
[2025-10-14T23:56:34.668559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTL' from 'https://tdm.silogroup.org/data/derivative_storage/EVTL.csv'.
[2025-10-14T23:56:34.677204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVTL'.
[2025-10-14T23:56:34.677492] [INFO ] [FORECASTER] Starting predict_future for EVTL
[2025-10-14T23:56:34.703492] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:34.704327] [DEBUG] [LOCAL     ] No optimal features file found for EVTL: ./output/feature-sets/EVTL.txt
[2025-10-14T23:56:34.704386] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:34.704420] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:34.704448] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:34.704505] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:34.721682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:34.722228] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:34.722306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:34.722339] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:34.755826] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:34.755958] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:34.756012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:34.756044] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:34.759204] [DEBUG] [FORECASTER] EVTL: Forecast T+1@11:T+2@11: DOWN (p=9.28%)
[2025-10-14T23:56:34.759458] [INFO ] [FORECASTER] Completed predict_future for EVTL
[2025-10-14T23:56:34.759587] [INFO ] [sig       ] EVTL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:34.896936] [INFO ] [LOCAL     ] Saved forecast: EVTL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVTL.txt
[2025-10-14T23:56:34.897151] [INFO ] [sig       ] [652/1812] Completed EVTL in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:34.897194] [INFO ] [sig       ] [653/1812] Forecasting EVTR...
[2025-10-14T23:56:34.897225] [INFO ] [sig       ] Generating forecast for: EVTR
[2025-10-14T23:56:34.897256] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTR' from 'https://tdm.silogroup.org/data/derivative_storage/EVTR.csv'.
[2025-10-14T23:56:34.905763] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'EVTR'.
[2025-10-14T23:56:34.906069] [INFO ] [FORECASTER] Starting predict_future for EVTR
[2025-10-14T23:56:34.930769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:34.931457] [DEBUG] [LOCAL     ] No optimal features file found for EVTR: ./output/feature-sets/EVTR.txt
[2025-10-14T23:56:34.931509] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:34.931541] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:34.931569] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:34.931625] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:34.948417] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:34.949020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:34.949114] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:34.949150] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:34.980301] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:34.980398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:34.980435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:34.980464] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:34.983554] [DEBUG] [FORECASTER] EVTR: Forecast T+1@11:T+2@11: DOWN (p=42.61%)
[2025-10-14T23:56:34.983839] [INFO ] [FORECASTER] Completed predict_future for EVTR
[2025-10-14T23:56:34.983978] [INFO ] [sig       ] EVTR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:35.121680] [INFO ] [LOCAL     ] Saved forecast: EVTR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EVTR.txt
[2025-10-14T23:56:35.121913] [INFO ] [sig       ] [653/1812] Completed EVTR in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:35.121955] [INFO ] [sig       ] [654/1812] Forecasting EW...
[2025-10-14T23:56:35.121986] [INFO ] [sig       ] Generating forecast for: EW
[2025-10-14T23:56:35.122062] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EW' from 'https://tdm.silogroup.org/data/derivative_storage/EW.csv'.
[2025-10-14T23:56:35.130700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EW'.
[2025-10-14T23:56:35.130983] [INFO ] [FORECASTER] Starting predict_future for EW
[2025-10-14T23:56:35.155264] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:35.156002] [DEBUG] [LOCAL     ] No optimal features file found for EW: ./output/feature-sets/EW.txt
[2025-10-14T23:56:35.156056] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:35.156106] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:35.156136] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:35.156192] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:35.173025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:35.173581] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:35.173684] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:35.173738] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:35.205996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:35.206112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:35.206150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:35.206179] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:35.209411] [DEBUG] [FORECASTER] EW: Forecast T+1@11:T+2@11: DOWN (p=33.54%)
[2025-10-14T23:56:35.209687] [INFO ] [FORECASTER] Completed predict_future for EW
[2025-10-14T23:56:35.209831] [INFO ] [sig       ] EW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:35.347391] [INFO ] [LOCAL     ] Saved forecast: EW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EW.txt
[2025-10-14T23:56:35.347622] [INFO ] [sig       ] [654/1812] Completed EW in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:35.347698] [INFO ] [sig       ] [655/1812] Forecasting EXG...
[2025-10-14T23:56:35.347741] [INFO ] [sig       ] Generating forecast for: EXG
[2025-10-14T23:56:35.347774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXG' from 'https://tdm.silogroup.org/data/derivative_storage/EXG.csv'.
[2025-10-14T23:56:35.356814] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXG'.
[2025-10-14T23:56:35.357190] [INFO ] [FORECASTER] Starting predict_future for EXG
[2025-10-14T23:56:35.382072] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:35.382906] [DEBUG] [LOCAL     ] No optimal features file found for EXG: ./output/feature-sets/EXG.txt
[2025-10-14T23:56:35.382962] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:35.382995] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:35.383022] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:35.383078] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:35.400082] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:35.400904] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:35.400993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:35.401027] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:35.438730] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:35.438925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:35.438991] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:35.439029] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:35.442755] [DEBUG] [FORECASTER] EXG: Forecast T+1@11:T+2@11: UP (p=96.01%)
[2025-10-14T23:56:35.443021] [INFO ] [FORECASTER] Completed predict_future for EXG
[2025-10-14T23:56:35.443154] [INFO ] [sig       ] EXG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:35.583424] [INFO ] [LOCAL     ] Saved forecast: EXG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EXG.txt
[2025-10-14T23:56:35.583632] [INFO ] [sig       ] [655/1812] Completed EXG in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-14T23:56:35.583709] [INFO ] [sig       ] [656/1812] Forecasting EXK...
[2025-10-14T23:56:35.583749] [INFO ] [sig       ] Generating forecast for: EXK
[2025-10-14T23:56:35.583781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXK' from 'https://tdm.silogroup.org/data/derivative_storage/EXK.csv'.
[2025-10-14T23:56:35.592355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXK'.
[2025-10-14T23:56:35.592634] [INFO ] [FORECASTER] Starting predict_future for EXK
[2025-10-14T23:56:35.617925] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:35.618702] [DEBUG] [LOCAL     ] No optimal features file found for EXK: ./output/feature-sets/EXK.txt
[2025-10-14T23:56:35.618760] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:35.618795] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:35.618823] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:35.618880] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:35.636617] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:35.637183] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:35.637264] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:35.637298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:35.662956] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:35.663052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:35.663089] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:35.663119] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:35.666233] [DEBUG] [FORECASTER] EXK: Forecast T+1@11:T+2@11: DOWN (p=21.72%)
[2025-10-14T23:56:35.666483] [INFO ] [FORECASTER] Completed predict_future for EXK
[2025-10-14T23:56:35.666603] [INFO ] [sig       ] EXK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:35.807103] [INFO ] [LOCAL     ] Saved forecast: EXK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EXK.txt
[2025-10-14T23:56:35.807312] [INFO ] [sig       ] [656/1812] Completed EXK in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:35.807353] [INFO ] [sig       ] [657/1812] Forecasting EXP...
[2025-10-14T23:56:35.807383] [INFO ] [sig       ] Generating forecast for: EXP
[2025-10-14T23:56:35.807415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXP' from 'https://tdm.silogroup.org/data/derivative_storage/EXP.csv'.
[2025-10-14T23:56:35.815724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXP'.
[2025-10-14T23:56:35.816006] [INFO ] [FORECASTER] Starting predict_future for EXP
[2025-10-14T23:56:35.841077] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:35.841830] [DEBUG] [LOCAL     ] No optimal features file found for EXP: ./output/feature-sets/EXP.txt
[2025-10-14T23:56:35.841922] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:35.841963] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:35.841998] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:35.842056] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:35.859521] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:35.860112] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:35.860190] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:35.860224] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:35.887363] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:35.887463] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:35.887500] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:35.887529] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:35.891342] [DEBUG] [FORECASTER] EXP: Forecast T+1@11:T+2@11: DOWN (p=28.92%)
[2025-10-14T23:56:35.891609] [INFO ] [FORECASTER] Completed predict_future for EXP
[2025-10-14T23:56:35.891774] [INFO ] [sig       ] EXP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:36.030613] [INFO ] [LOCAL     ] Saved forecast: EXP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EXP.txt
[2025-10-14T23:56:36.030848] [INFO ] [sig       ] [657/1812] Completed EXP in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:36.030897] [INFO ] [sig       ] [658/1812] Forecasting EXPD...
[2025-10-14T23:56:36.030929] [INFO ] [sig       ] Generating forecast for: EXPD
[2025-10-14T23:56:36.030966] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXPD' from 'https://tdm.silogroup.org/data/derivative_storage/EXPD.csv'.
[2025-10-14T23:56:36.039982] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXPD'.
[2025-10-14T23:56:36.040281] [INFO ] [FORECASTER] Starting predict_future for EXPD
[2025-10-14T23:56:36.064809] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:36.065461] [DEBUG] [LOCAL     ] No optimal features file found for EXPD: ./output/feature-sets/EXPD.txt
[2025-10-14T23:56:36.065514] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:36.065546] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:36.065574] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:36.065669] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:36.083122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:36.083639] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:36.083746] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:36.083780] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:36.112577] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:36.112683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:36.112734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:36.112766] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:36.115784] [DEBUG] [FORECASTER] EXPD: Forecast T+1@11:T+2@11: UP (p=99.46%)
[2025-10-14T23:56:36.116039] [INFO ] [FORECASTER] Completed predict_future for EXPD
[2025-10-14T23:56:36.116165] [INFO ] [sig       ] EXPD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:36.255114] [INFO ] [LOCAL     ] Saved forecast: EXPD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/EXPD.txt
[2025-10-14T23:56:36.255313] [INFO ] [sig       ] [658/1812] Completed EXPD in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:36.255355] [INFO ] [sig       ] [659/1812] Forecasting EXR...
[2025-10-14T23:56:36.255385] [INFO ] [sig       ] Generating forecast for: EXR
[2025-10-14T23:56:36.255415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXR' from 'https://tdm.silogroup.org/data/derivative_storage/EXR.csv'.
[2025-10-14T23:56:36.267891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXR'.
[2025-10-14T23:56:36.268211] [INFO ] [FORECASTER] Starting predict_future for EXR
[2025-10-14T23:56:36.293540] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:36.294243] [DEBUG] [LOCAL     ] No optimal features file found for EXR: ./output/feature-sets/EXR.txt
[2025-10-14T23:56:36.294297] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:36.294329] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:36.294357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:36.294413] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:36.311769] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:36.312296] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:36.312373] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:36.312405] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:36.342792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:36.342890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:36.342961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:36.343010] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:36.346065] [DEBUG] [FORECASTER] EXR: Forecast T+1@11:T+2@11: DOWN (p=4.10%)
[2025-10-14T23:56:36.346314] [INFO ] [FORECASTER] Completed predict_future for EXR
[2025-10-14T23:56:36.346436] [INFO ] [sig       ] EXR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:36.487231] [INFO ] [LOCAL     ] Saved forecast: EXR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/EXR.txt
[2025-10-14T23:56:36.487477] [INFO ] [sig       ] [659/1812] Completed EXR in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:36.487525] [INFO ] [sig       ] [660/1812] Forecasting F...
[2025-10-14T23:56:36.487556] [INFO ] [sig       ] Generating forecast for: F
[2025-10-14T23:56:36.487586] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'F' from 'https://tdm.silogroup.org/data/derivative_storage/F.csv'.
[2025-10-14T23:56:36.496357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'F'.
[2025-10-14T23:56:36.496699] [INFO ] [FORECASTER] Starting predict_future for F
[2025-10-14T23:56:36.522673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:36.523515] [DEBUG] [LOCAL     ] No optimal features file found for F: ./output/feature-sets/F.txt
[2025-10-14T23:56:36.523569] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:36.523602] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:36.523630] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:36.523724] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:36.541084] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:36.541605] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:36.541737] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:36.541776] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:36.578193] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:36.578274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:36.578310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:36.578338] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:36.581308] [DEBUG] [FORECASTER] F: Forecast T+1@11:T+2@11: UP (p=96.84%)
[2025-10-14T23:56:36.581557] [INFO ] [FORECASTER] Completed predict_future for F
[2025-10-14T23:56:36.581718] [INFO ] [sig       ] F: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:36.718262] [INFO ] [LOCAL     ] Saved forecast: F	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/F.txt
[2025-10-14T23:56:36.718474] [INFO ] [sig       ] [660/1812] Completed F in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:36.718514] [INFO ] [sig       ] [661/1812] Forecasting FAF...
[2025-10-14T23:56:36.718544] [INFO ] [sig       ] Generating forecast for: FAF
[2025-10-14T23:56:36.718574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FAF' from 'https://tdm.silogroup.org/data/derivative_storage/FAF.csv'.
[2025-10-14T23:56:36.726979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FAF'.
[2025-10-14T23:56:36.727238] [INFO ] [FORECASTER] Starting predict_future for FAF
[2025-10-14T23:56:36.751497] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:36.752167] [DEBUG] [LOCAL     ] No optimal features file found for FAF: ./output/feature-sets/FAF.txt
[2025-10-14T23:56:36.752219] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:36.752251] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:36.752293] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:36.752351] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:36.769197] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:36.769745] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:36.769821] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:36.769854] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:36.806197] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:36.806273] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:36.806308] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:36.806336] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:36.809361] [DEBUG] [FORECASTER] FAF: Forecast T+1@11:T+2@11: DOWN (p=14.74%)
[2025-10-14T23:56:36.809606] [INFO ] [FORECASTER] Completed predict_future for FAF
[2025-10-14T23:56:36.809766] [INFO ] [sig       ] FAF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:36.946476] [INFO ] [LOCAL     ] Saved forecast: FAF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FAF.txt
[2025-10-14T23:56:36.946689] [INFO ] [sig       ] [661/1812] Completed FAF in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:36.946748] [INFO ] [sig       ] [662/1812] Forecasting FBIN...
[2025-10-14T23:56:36.946781] [INFO ] [sig       ] Generating forecast for: FBIN
[2025-10-14T23:56:36.946811] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBIN' from 'https://tdm.silogroup.org/data/derivative_storage/FBIN.csv'.
[2025-10-14T23:56:36.955251] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBIN'.
[2025-10-14T23:56:36.955502] [INFO ] [FORECASTER] Starting predict_future for FBIN
[2025-10-14T23:56:36.979799] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:36.980438] [DEBUG] [LOCAL     ] No optimal features file found for FBIN: ./output/feature-sets/FBIN.txt
[2025-10-14T23:56:36.980490] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:36.980522] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:36.980549] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:36.980609] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:36.997417] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:36.997966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:36.998048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:36.998113] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:37.038270] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:37.038413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:37.038465] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:37.038496] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:37.041828] [DEBUG] [FORECASTER] FBIN: Forecast T+1@11:T+2@11: DOWN (p=20.67%)
[2025-10-14T23:56:37.042126] [INFO ] [FORECASTER] Completed predict_future for FBIN
[2025-10-14T23:56:37.042278] [INFO ] [sig       ] FBIN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:37.179884] [INFO ] [LOCAL     ] Saved forecast: FBIN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FBIN.txt
[2025-10-14T23:56:37.180082] [INFO ] [sig       ] [662/1812] Completed FBIN in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:37.180140] [INFO ] [sig       ] [663/1812] Forecasting FBK...
[2025-10-14T23:56:37.180173] [INFO ] [sig       ] Generating forecast for: FBK
[2025-10-14T23:56:37.180204] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBK' from 'https://tdm.silogroup.org/data/derivative_storage/FBK.csv'.
[2025-10-14T23:56:37.189155] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBK'.
[2025-10-14T23:56:37.189407] [INFO ] [FORECASTER] Starting predict_future for FBK
[2025-10-14T23:56:37.214072] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:37.214751] [DEBUG] [LOCAL     ] No optimal features file found for FBK: ./output/feature-sets/FBK.txt
[2025-10-14T23:56:37.214804] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:37.214837] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:37.214863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:37.214919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:37.231602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:37.232188] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:37.232265] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:37.232298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:37.267696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:37.267769] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:37.267804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:37.267832] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:37.273989] [DEBUG] [FORECASTER] FBK: Forecast T+1@11:T+2@11: UP (p=84.24%)
[2025-10-14T23:56:37.274233] [INFO ] [FORECASTER] Completed predict_future for FBK
[2025-10-14T23:56:37.274358] [INFO ] [sig       ] FBK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:37.410612] [INFO ] [LOCAL     ] Saved forecast: FBK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FBK.txt
[2025-10-14T23:56:37.410820] [INFO ] [sig       ] [663/1812] Completed FBK in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:37.410870] [INFO ] [sig       ] [664/1812] Forecasting FBP...
[2025-10-14T23:56:37.410901] [INFO ] [sig       ] Generating forecast for: FBP
[2025-10-14T23:56:37.410931] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBP' from 'https://tdm.silogroup.org/data/derivative_storage/FBP.csv'.
[2025-10-14T23:56:37.419497] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBP'.
[2025-10-14T23:56:37.419765] [INFO ] [FORECASTER] Starting predict_future for FBP
[2025-10-14T23:56:37.444036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:37.444699] [DEBUG] [LOCAL     ] No optimal features file found for FBP: ./output/feature-sets/FBP.txt
[2025-10-14T23:56:37.444753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:37.444786] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:37.444812] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:37.444867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:37.461914] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:37.462442] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:37.462518] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:37.462550] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:37.499316] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:37.499388] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:37.499422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:37.499450] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:37.502403] [DEBUG] [FORECASTER] FBP: Forecast T+1@11:T+2@11: UP (p=72.15%)
[2025-10-14T23:56:37.502676] [INFO ] [FORECASTER] Completed predict_future for FBP
[2025-10-14T23:56:37.502821] [INFO ] [sig       ] FBP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:37.639213] [INFO ] [LOCAL     ] Saved forecast: FBP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FBP.txt
[2025-10-14T23:56:37.639401] [INFO ] [sig       ] [664/1812] Completed FBP in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:37.639442] [INFO ] [sig       ] [665/1812] Forecasting FC...
[2025-10-14T23:56:37.639473] [INFO ] [sig       ] Generating forecast for: FC
[2025-10-14T23:56:37.639503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FC' from 'https://tdm.silogroup.org/data/derivative_storage/FC.csv'.
[2025-10-14T23:56:37.647758] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FC'.
[2025-10-14T23:56:37.648001] [INFO ] [FORECASTER] Starting predict_future for FC
[2025-10-14T23:56:37.672212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:37.672918] [DEBUG] [LOCAL     ] No optimal features file found for FC: ./output/feature-sets/FC.txt
[2025-10-14T23:56:37.672970] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:37.673003] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:37.673031] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:37.673087] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:37.689900] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:37.690408] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:37.690483] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:37.690515] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:37.727183] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:37.727257] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:37.727291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:37.727319] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:37.730355] [DEBUG] [FORECASTER] FC: Forecast T+1@11:T+2@11: DOWN (p=38.37%)
[2025-10-14T23:56:37.730600] [INFO ] [FORECASTER] Completed predict_future for FC
[2025-10-14T23:56:37.730764] [INFO ] [sig       ] FC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:37.872883] [INFO ] [LOCAL     ] Saved forecast: FC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FC.txt
[2025-10-14T23:56:37.873109] [INFO ] [sig       ] [665/1812] Completed FC in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:37.873152] [INFO ] [sig       ] [666/1812] Forecasting FCF...
[2025-10-14T23:56:37.873183] [INFO ] [sig       ] Generating forecast for: FCF
[2025-10-14T23:56:37.873214] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCF' from 'https://tdm.silogroup.org/data/derivative_storage/FCF.csv'.
[2025-10-14T23:56:37.884005] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCF'.
[2025-10-14T23:56:37.884425] [INFO ] [FORECASTER] Starting predict_future for FCF
[2025-10-14T23:56:37.909358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:37.910099] [DEBUG] [LOCAL     ] No optimal features file found for FCF: ./output/feature-sets/FCF.txt
[2025-10-14T23:56:37.910153] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:37.910187] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:37.910216] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:37.910273] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:37.927106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:37.927778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:37.927860] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:37.927893] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:37.968903] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:37.968990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:37.969026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:37.969080] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:37.972177] [DEBUG] [FORECASTER] FCF: Forecast T+1@11:T+2@11: UP (p=63.84%)
[2025-10-14T23:56:37.972424] [INFO ] [FORECASTER] Completed predict_future for FCF
[2025-10-14T23:56:37.972562] [INFO ] [sig       ] FCF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:38.109823] [INFO ] [LOCAL     ] Saved forecast: FCF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FCF.txt
[2025-10-14T23:56:38.110125] [INFO ] [sig       ] [666/1812] Completed FCF in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:38.110214] [INFO ] [sig       ] [667/1812] Forecasting FCN...
[2025-10-14T23:56:38.110253] [INFO ] [sig       ] Generating forecast for: FCN
[2025-10-14T23:56:38.110287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCN' from 'https://tdm.silogroup.org/data/derivative_storage/FCN.csv'.
[2025-10-14T23:56:38.119624] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCN'.
[2025-10-14T23:56:38.119982] [INFO ] [FORECASTER] Starting predict_future for FCN
[2025-10-14T23:56:38.144270] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:38.145005] [DEBUG] [LOCAL     ] No optimal features file found for FCN: ./output/feature-sets/FCN.txt
[2025-10-14T23:56:38.145059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:38.145091] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:38.145118] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:38.145174] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:38.162015] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:38.162526] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:38.162602] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:38.162635] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:38.203636] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:38.203746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:38.203783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:38.203811] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:38.206835] [DEBUG] [FORECASTER] FCN: Forecast T+1@11:T+2@11: UP (p=96.84%)
[2025-10-14T23:56:38.207078] [INFO ] [FORECASTER] Completed predict_future for FCN
[2025-10-14T23:56:38.207215] [INFO ] [sig       ] FCN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:38.406092] [INFO ] [LOCAL     ] Saved forecast: FCN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FCN.txt
[2025-10-14T23:56:38.406341] [INFO ] [sig       ] [667/1812] Completed FCN in 0.3s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:38.406384] [INFO ] [sig       ] [668/1812] Forecasting FCPT...
[2025-10-14T23:56:38.406414] [INFO ] [sig       ] Generating forecast for: FCPT
[2025-10-14T23:56:38.406446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCPT' from 'https://tdm.silogroup.org/data/derivative_storage/FCPT.csv'.
[2025-10-14T23:56:38.416849] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCPT'.
[2025-10-14T23:56:38.417132] [INFO ] [FORECASTER] Starting predict_future for FCPT
[2025-10-14T23:56:38.441804] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:38.442470] [DEBUG] [LOCAL     ] No optimal features file found for FCPT: ./output/feature-sets/FCPT.txt
[2025-10-14T23:56:38.442523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:38.442555] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:38.442583] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:38.442678] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:38.459922] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:38.460521] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:38.460602] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:38.460637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:38.502200] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:38.502339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:38.502378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:38.502407] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:38.505748] [DEBUG] [FORECASTER] FCPT: Forecast T+1@11:T+2@11: UP (p=74.23%)
[2025-10-14T23:56:38.506009] [INFO ] [FORECASTER] Completed predict_future for FCPT
[2025-10-14T23:56:38.506144] [INFO ] [sig       ] FCPT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:38.644669] [INFO ] [LOCAL     ] Saved forecast: FCPT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FCPT.txt
[2025-10-14T23:56:38.644885] [INFO ] [sig       ] [668/1812] Completed FCPT in 0.2s | 4.24 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:38.644928] [INFO ] [sig       ] [669/1812] Forecasting FCT...
[2025-10-14T23:56:38.644958] [INFO ] [sig       ] Generating forecast for: FCT
[2025-10-14T23:56:38.644989] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCT' from 'https://tdm.silogroup.org/data/derivative_storage/FCT.csv'.
[2025-10-14T23:56:38.653533] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCT'.
[2025-10-14T23:56:38.653827] [INFO ] [FORECASTER] Starting predict_future for FCT
[2025-10-14T23:56:38.678297] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:38.679049] [DEBUG] [LOCAL     ] No optimal features file found for FCT: ./output/feature-sets/FCT.txt
[2025-10-14T23:56:38.679103] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:38.679136] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:38.679163] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:38.679224] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:38.696086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:38.696620] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:38.696723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:38.696764] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:38.741625] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:38.741805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:38.741859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:38.741890] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:38.745441] [DEBUG] [FORECASTER] FCT: Forecast T+1@11:T+2@11: UP (p=97.15%)
[2025-10-14T23:56:38.745763] [INFO ] [FORECASTER] Completed predict_future for FCT
[2025-10-14T23:56:38.745911] [INFO ] [sig       ] FCT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:38.902334] [INFO ] [LOCAL     ] Saved forecast: FCT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FCT.txt
[2025-10-14T23:56:38.902589] [INFO ] [sig       ] [669/1812] Completed FCT in 0.3s | 4.23 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:38.902632] [INFO ] [sig       ] [670/1812] Forecasting FCX...
[2025-10-14T23:56:38.902704] [INFO ] [sig       ] Generating forecast for: FCX
[2025-10-14T23:56:38.902747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCX' from 'https://tdm.silogroup.org/data/derivative_storage/FCX.csv'.
[2025-10-14T23:56:38.911973] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCX'.
[2025-10-14T23:56:38.912295] [INFO ] [FORECASTER] Starting predict_future for FCX
[2025-10-14T23:56:38.936899] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:38.937625] [DEBUG] [LOCAL     ] No optimal features file found for FCX: ./output/feature-sets/FCX.txt
[2025-10-14T23:56:38.937704] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:38.937746] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:38.937774] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:38.937832] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:38.955481] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:38.956236] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:38.956342] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:38.956395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:38.996040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:38.996212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:38.996253] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:38.996281] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:38.999756] [DEBUG] [FORECASTER] FCX: Forecast T+1@11:T+2@11: DOWN (p=9.90%)
[2025-10-14T23:56:39.000023] [INFO ] [FORECASTER] Completed predict_future for FCX
[2025-10-14T23:56:39.000157] [INFO ] [sig       ] FCX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:39.140349] [INFO ] [LOCAL     ] Saved forecast: FCX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FCX.txt
[2025-10-14T23:56:39.140607] [INFO ] [sig       ] [670/1812] Completed FCX in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:39.140680] [INFO ] [sig       ] [671/1812] Forecasting FDP...
[2025-10-14T23:56:39.140732] [INFO ] [sig       ] Generating forecast for: FDP
[2025-10-14T23:56:39.140765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDP' from 'https://tdm.silogroup.org/data/derivative_storage/FDP.csv'.
[2025-10-14T23:56:39.149614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDP'.
[2025-10-14T23:56:39.150035] [INFO ] [FORECASTER] Starting predict_future for FDP
[2025-10-14T23:56:39.174969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:39.175742] [DEBUG] [LOCAL     ] No optimal features file found for FDP: ./output/feature-sets/FDP.txt
[2025-10-14T23:56:39.175798] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:39.175831] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:39.175859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:39.175915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:39.193354] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:39.194119] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:39.194206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:39.194241] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:39.236410] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:39.236567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:39.236608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:39.236637] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:39.240891] [DEBUG] [FORECASTER] FDP: Forecast T+1@11:T+2@11: UP (p=88.24%)
[2025-10-14T23:56:39.241244] [INFO ] [FORECASTER] Completed predict_future for FDP
[2025-10-14T23:56:39.241426] [INFO ] [sig       ] FDP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:39.393055] [INFO ] [LOCAL     ] Saved forecast: FDP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FDP.txt
[2025-10-14T23:56:39.393292] [INFO ] [sig       ] [671/1812] Completed FDP in 0.3s | 4.23 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:39.393344] [INFO ] [sig       ] [672/1812] Forecasting FDS...
[2025-10-14T23:56:39.393375] [INFO ] [sig       ] Generating forecast for: FDS
[2025-10-14T23:56:39.393405] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDS' from 'https://tdm.silogroup.org/data/derivative_storage/FDS.csv'.
[2025-10-14T23:56:39.403332] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDS'.
[2025-10-14T23:56:39.403700] [INFO ] [FORECASTER] Starting predict_future for FDS
[2025-10-14T23:56:39.428957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:39.429747] [DEBUG] [LOCAL     ] No optimal features file found for FDS: ./output/feature-sets/FDS.txt
[2025-10-14T23:56:39.429802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:39.429836] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:39.429863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:39.429919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:39.447073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:39.447707] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:39.447789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:39.447822] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:39.499041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:39.499206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:39.499247] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:39.499277] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:39.502702] [DEBUG] [FORECASTER] FDS: Forecast T+1@11:T+2@11: DOWN (p=3.77%)
[2025-10-14T23:56:39.502965] [INFO ] [FORECASTER] Completed predict_future for FDS
[2025-10-14T23:56:39.503112] [INFO ] [sig       ] FDS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:39.643611] [INFO ] [LOCAL     ] Saved forecast: FDS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FDS.txt
[2025-10-14T23:56:39.643836] [INFO ] [sig       ] [672/1812] Completed FDS in 0.3s | 4.23 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:39.643895] [INFO ] [sig       ] [673/1812] Forecasting FDX...
[2025-10-14T23:56:39.643928] [INFO ] [sig       ] Generating forecast for: FDX
[2025-10-14T23:56:39.643959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDX' from 'https://tdm.silogroup.org/data/derivative_storage/FDX.csv'.
[2025-10-14T23:56:39.654176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDX'.
[2025-10-14T23:56:39.654440] [INFO ] [FORECASTER] Starting predict_future for FDX
[2025-10-14T23:56:39.678882] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:39.679562] [DEBUG] [LOCAL     ] No optimal features file found for FDX: ./output/feature-sets/FDX.txt
[2025-10-14T23:56:39.679614] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:39.679671] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:39.679720] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:39.679826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:39.696777] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:39.697308] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:39.697388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:39.697421] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:39.738975] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:39.739049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:39.739083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:39.739132] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:39.742083] [DEBUG] [FORECASTER] FDX: Forecast T+1@11:T+2@11: UP (p=58.49%)
[2025-10-14T23:56:39.742324] [INFO ] [FORECASTER] Completed predict_future for FDX
[2025-10-14T23:56:39.742453] [INFO ] [sig       ] FDX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:39.879284] [INFO ] [LOCAL     ] Saved forecast: FDX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FDX.txt
[2025-10-14T23:56:39.879485] [INFO ] [sig       ] [673/1812] Completed FDX in 0.2s | 4.23 sym/s | Total: 2.6m | ETA: 4.5m
[2025-10-14T23:56:39.879527] [INFO ] [sig       ] [674/1812] Forecasting FE...
[2025-10-14T23:56:39.879559] [INFO ] [sig       ] Generating forecast for: FE
[2025-10-14T23:56:39.879590] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FE' from 'https://tdm.silogroup.org/data/derivative_storage/FE.csv'.
[2025-10-14T23:56:39.889350] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FE'.
[2025-10-14T23:56:39.889822] [INFO ] [FORECASTER] Starting predict_future for FE
[2025-10-14T23:56:39.916705] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:39.917620] [DEBUG] [LOCAL     ] No optimal features file found for FE: ./output/feature-sets/FE.txt
[2025-10-14T23:56:39.917710] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:39.917755] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:39.917785] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:39.917843] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:39.937099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:39.938043] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:39.938217] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:39.938256] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:39.983813] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:39.984024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:39.984075] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:39.984115] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:39.989295] [DEBUG] [FORECASTER] FE: Forecast T+1@11:T+2@11: DOWN (p=40.85%)
[2025-10-14T23:56:39.989743] [INFO ] [FORECASTER] Completed predict_future for FE
[2025-10-14T23:56:39.989975] [INFO ] [sig       ] FE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:40.148097] [INFO ] [LOCAL     ] Saved forecast: FE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FE.txt
[2025-10-14T23:56:40.148339] [INFO ] [sig       ] [674/1812] Completed FE in 0.3s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:40.148384] [INFO ] [sig       ] [675/1812] Forecasting FERG...
[2025-10-14T23:56:40.148416] [INFO ] [sig       ] Generating forecast for: FERG
[2025-10-14T23:56:40.148447] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FERG' from 'https://tdm.silogroup.org/data/derivative_storage/FERG.csv'.
[2025-10-14T23:56:40.157459] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FERG'.
[2025-10-14T23:56:40.157776] [INFO ] [FORECASTER] Starting predict_future for FERG
[2025-10-14T23:56:40.184956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:40.185834] [DEBUG] [LOCAL     ] No optimal features file found for FERG: ./output/feature-sets/FERG.txt
[2025-10-14T23:56:40.185891] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:40.185928] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:40.185957] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:40.186014] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:40.205264] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:40.205887] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:40.205969] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:40.206004] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:40.249569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:40.249729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:40.249777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:40.249808] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:40.253099] [DEBUG] [FORECASTER] FERG: Forecast T+1@11:T+2@11: DOWN (p=26.33%)
[2025-10-14T23:56:40.253361] [INFO ] [FORECASTER] Completed predict_future for FERG
[2025-10-14T23:56:40.253498] [INFO ] [sig       ] FERG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:40.399627] [INFO ] [LOCAL     ] Saved forecast: FERG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FERG.txt
[2025-10-14T23:56:40.399889] [INFO ] [sig       ] [675/1812] Completed FERG in 0.3s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:40.399935] [INFO ] [sig       ] [676/1812] Forecasting FET...
[2025-10-14T23:56:40.399966] [INFO ] [sig       ] Generating forecast for: FET
[2025-10-14T23:56:40.399999] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FET' from 'https://tdm.silogroup.org/data/derivative_storage/FET.csv'.
[2025-10-14T23:56:40.409125] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FET'.
[2025-10-14T23:56:40.409426] [INFO ] [FORECASTER] Starting predict_future for FET
[2025-10-14T23:56:40.433956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:40.434634] [DEBUG] [LOCAL     ] No optimal features file found for FET: ./output/feature-sets/FET.txt
[2025-10-14T23:56:40.434712] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:40.434749] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:40.434777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:40.434834] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:40.452087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:40.452802] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:40.452884] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:40.452918] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:40.493230] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:40.493371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:40.493446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:40.493478] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:40.499023] [DEBUG] [FORECASTER] FET: Forecast T+1@11:T+2@11: UP (p=90.36%)
[2025-10-14T23:56:40.499322] [INFO ] [FORECASTER] Completed predict_future for FET
[2025-10-14T23:56:40.499460] [INFO ] [sig       ] FET: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:40.643240] [INFO ] [LOCAL     ] Saved forecast: FET	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FET.txt
[2025-10-14T23:56:40.643450] [INFO ] [sig       ] [676/1812] Completed FET in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:40.643492] [INFO ] [sig       ] [677/1812] Forecasting FF...
[2025-10-14T23:56:40.643523] [INFO ] [sig       ] Generating forecast for: FF
[2025-10-14T23:56:40.643554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FF' from 'https://tdm.silogroup.org/data/derivative_storage/FF.csv'.
[2025-10-14T23:56:40.652999] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FF'.
[2025-10-14T23:56:40.653266] [INFO ] [FORECASTER] Starting predict_future for FF
[2025-10-14T23:56:40.679855] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:40.680780] [DEBUG] [LOCAL     ] No optimal features file found for FF: ./output/feature-sets/FF.txt
[2025-10-14T23:56:40.680860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:40.680896] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:40.680927] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:40.680984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:40.699629] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:40.700288] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:40.700371] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:40.700407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:40.743313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:40.743444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:40.743482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:40.743513] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:40.747118] [DEBUG] [FORECASTER] FF: Forecast T+1@11:T+2@11: DOWN (p=2.12%)
[2025-10-14T23:56:40.747383] [INFO ] [FORECASTER] Completed predict_future for FF
[2025-10-14T23:56:40.747527] [INFO ] [sig       ] FF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:40.889697] [INFO ] [LOCAL     ] Saved forecast: FF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FF.txt
[2025-10-14T23:56:40.889923] [INFO ] [sig       ] [677/1812] Completed FF in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:40.889966] [INFO ] [sig       ] [678/1812] Forecasting FFA...
[2025-10-14T23:56:40.889998] [INFO ] [sig       ] Generating forecast for: FFA
[2025-10-14T23:56:40.890029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFA' from 'https://tdm.silogroup.org/data/derivative_storage/FFA.csv'.
[2025-10-14T23:56:40.899320] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFA'.
[2025-10-14T23:56:40.899587] [INFO ] [FORECASTER] Starting predict_future for FFA
[2025-10-14T23:56:40.924916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:40.925666] [DEBUG] [LOCAL     ] No optimal features file found for FFA: ./output/feature-sets/FFA.txt
[2025-10-14T23:56:40.925727] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:40.925762] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:40.925790] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:40.925847] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:40.944208] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:40.944811] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:40.944891] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:40.944925] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:40.979864] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:40.979953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:40.979988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:40.980017] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:40.983094] [DEBUG] [FORECASTER] FFA: Forecast T+1@11:T+2@11: UP (p=75.13%)
[2025-10-14T23:56:40.983351] [INFO ] [FORECASTER] Completed predict_future for FFA
[2025-10-14T23:56:40.983482] [INFO ] [sig       ] FFA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:41.125580] [INFO ] [LOCAL     ] Saved forecast: FFA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FFA.txt
[2025-10-14T23:56:41.125810] [INFO ] [sig       ] [678/1812] Completed FFA in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:41.125876] [INFO ] [sig       ] [679/1812] Forecasting FFC...
[2025-10-14T23:56:41.125909] [INFO ] [sig       ] Generating forecast for: FFC
[2025-10-14T23:56:41.125941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFC' from 'https://tdm.silogroup.org/data/derivative_storage/FFC.csv'.
[2025-10-14T23:56:41.134594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFC'.
[2025-10-14T23:56:41.134890] [INFO ] [FORECASTER] Starting predict_future for FFC
[2025-10-14T23:56:41.159829] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:41.160542] [DEBUG] [LOCAL     ] No optimal features file found for FFC: ./output/feature-sets/FFC.txt
[2025-10-14T23:56:41.160595] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:41.160628] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:41.160833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:41.160905] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:41.178248] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:41.178848] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:41.178926] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:41.178960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:41.213188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:41.213314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:41.213351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:41.213380] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:41.216886] [DEBUG] [FORECASTER] FFC: Forecast T+1@11:T+2@11: UP (p=77.54%)
[2025-10-14T23:56:41.217153] [INFO ] [FORECASTER] Completed predict_future for FFC
[2025-10-14T23:56:41.217286] [INFO ] [sig       ] FFC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:41.361090] [INFO ] [LOCAL     ] Saved forecast: FFC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FFC.txt
[2025-10-14T23:56:41.361368] [INFO ] [sig       ] [679/1812] Completed FFC in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:41.361428] [INFO ] [sig       ] [680/1812] Forecasting FFWM...
[2025-10-14T23:56:41.361462] [INFO ] [sig       ] Generating forecast for: FFWM
[2025-10-14T23:56:41.361493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFWM' from 'https://tdm.silogroup.org/data/derivative_storage/FFWM.csv'.
[2025-10-14T23:56:41.371017] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFWM'.
[2025-10-14T23:56:41.371352] [INFO ] [FORECASTER] Starting predict_future for FFWM
[2025-10-14T23:56:41.395902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:41.396590] [DEBUG] [LOCAL     ] No optimal features file found for FFWM: ./output/feature-sets/FFWM.txt
[2025-10-14T23:56:41.396662] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:41.396717] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:41.396748] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:41.396804] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:41.413767] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:41.414311] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:41.414393] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:41.414426] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:41.448917] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:41.448997] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:41.449033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:41.449063] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:41.452120] [DEBUG] [FORECASTER] FFWM: Forecast T+1@11:T+2@11: DOWN (p=1.70%)
[2025-10-14T23:56:41.452365] [INFO ] [FORECASTER] Completed predict_future for FFWM
[2025-10-14T23:56:41.452491] [INFO ] [sig       ] FFWM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:41.589773] [INFO ] [LOCAL     ] Saved forecast: FFWM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FFWM.txt
[2025-10-14T23:56:41.589980] [INFO ] [sig       ] [680/1812] Completed FFWM in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:41.590022] [INFO ] [sig       ] [681/1812] Forecasting FG...
[2025-10-14T23:56:41.590052] [INFO ] [sig       ] Generating forecast for: FG
[2025-10-14T23:56:41.590083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FG' from 'https://tdm.silogroup.org/data/derivative_storage/FG.csv'.
[2025-10-14T23:56:41.599351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FG'.
[2025-10-14T23:56:41.599703] [INFO ] [FORECASTER] Starting predict_future for FG
[2025-10-14T23:56:41.625082] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:41.625843] [DEBUG] [LOCAL     ] No optimal features file found for FG: ./output/feature-sets/FG.txt
[2025-10-14T23:56:41.625898] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:41.625933] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:41.625962] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:41.626020] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:41.643951] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:41.644562] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:41.644664] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:41.644719] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:41.678820] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:41.678914] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:41.678950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:41.678979] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:41.682173] [DEBUG] [FORECASTER] FG: Forecast T+1@11:T+2@11: UP (p=75.29%)
[2025-10-14T23:56:41.682423] [INFO ] [FORECASTER] Completed predict_future for FG
[2025-10-14T23:56:41.682559] [INFO ] [sig       ] FG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:41.822579] [INFO ] [LOCAL     ] Saved forecast: FG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FG.txt
[2025-10-14T23:56:41.822839] [INFO ] [sig       ] [681/1812] Completed FG in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-14T23:56:41.822894] [INFO ] [sig       ] [682/1812] Forecasting FGN...
[2025-10-14T23:56:41.822927] [INFO ] [sig       ] Generating forecast for: FGN
[2025-10-14T23:56:41.822959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FGN' from 'https://tdm.silogroup.org/data/derivative_storage/FGN.csv'.
[2025-10-14T23:56:41.831153] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FGN'.
[2025-10-14T23:56:41.831412] [INFO ] [FORECASTER] Starting predict_future for FGN
[2025-10-14T23:56:41.855881] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:41.856545] [DEBUG] [LOCAL     ] No optimal features file found for FGN: ./output/feature-sets/FGN.txt
[2025-10-14T23:56:41.856597] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:41.856630] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:41.856742] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:41.856813] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:41.874106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:41.874661] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:41.874743] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:41.874778] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:41.906922] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:41.907043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:41.907081] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:41.907111] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:41.910302] [DEBUG] [FORECASTER] FGN: Forecast T+1@11:T+2@11: DOWN (p=4.90%)
[2025-10-14T23:56:41.910564] [INFO ] [FORECASTER] Completed predict_future for FGN
[2025-10-14T23:56:41.910722] [INFO ] [sig       ] FGN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:42.048106] [INFO ] [LOCAL     ] Saved forecast: FGN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FGN.txt
[2025-10-14T23:56:42.048330] [INFO ] [sig       ] [682/1812] Completed FGN in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:42.048371] [INFO ] [sig       ] [683/1812] Forecasting FHI...
[2025-10-14T23:56:42.048402] [INFO ] [sig       ] Generating forecast for: FHI
[2025-10-14T23:56:42.048433] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FHI' from 'https://tdm.silogroup.org/data/derivative_storage/FHI.csv'.
[2025-10-14T23:56:42.057171] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FHI'.
[2025-10-14T23:56:42.057514] [INFO ] [FORECASTER] Starting predict_future for FHI
[2025-10-14T23:56:42.082014] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:42.082734] [DEBUG] [LOCAL     ] No optimal features file found for FHI: ./output/feature-sets/FHI.txt
[2025-10-14T23:56:42.082789] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:42.082822] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:42.082851] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:42.082906] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:42.100042] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:42.100593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:42.100692] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:42.100742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:42.138838] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:42.138967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:42.139006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:42.139035] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:42.142485] [DEBUG] [FORECASTER] FHI: Forecast T+1@11:T+2@11: DOWN (p=8.69%)
[2025-10-14T23:56:42.142802] [INFO ] [FORECASTER] Completed predict_future for FHI
[2025-10-14T23:56:42.142940] [INFO ] [sig       ] FHI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:42.281918] [INFO ] [LOCAL     ] Saved forecast: FHI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FHI.txt
[2025-10-14T23:56:42.282150] [INFO ] [sig       ] [683/1812] Completed FHI in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:42.282192] [INFO ] [sig       ] [684/1812] Forecasting FHN...
[2025-10-14T23:56:42.282223] [INFO ] [sig       ] Generating forecast for: FHN
[2025-10-14T23:56:42.282253] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FHN' from 'https://tdm.silogroup.org/data/derivative_storage/FHN.csv'.
[2025-10-14T23:56:42.292032] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FHN'.
[2025-10-14T23:56:42.292362] [INFO ] [FORECASTER] Starting predict_future for FHN
[2025-10-14T23:56:42.316846] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:42.317501] [DEBUG] [LOCAL     ] No optimal features file found for FHN: ./output/feature-sets/FHN.txt
[2025-10-14T23:56:42.317589] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:42.317659] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:42.317713] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:42.317778] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:42.334616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:42.335169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:42.335246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:42.335279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:42.376179] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:42.376310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:42.376349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:42.376379] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:42.380018] [DEBUG] [FORECASTER] FHN: Forecast T+1@11:T+2@11: DOWN (p=28.95%)
[2025-10-14T23:56:42.380341] [INFO ] [FORECASTER] Completed predict_future for FHN
[2025-10-14T23:56:42.380510] [INFO ] [sig       ] FHN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:42.519181] [INFO ] [LOCAL     ] Saved forecast: FHN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FHN.txt
[2025-10-14T23:56:42.519378] [INFO ] [sig       ] [684/1812] Completed FHN in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:42.519418] [INFO ] [sig       ] [685/1812] Forecasting FI...
[2025-10-14T23:56:42.519449] [INFO ] [sig       ] Generating forecast for: FI
[2025-10-14T23:56:42.519480] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FI' from 'https://tdm.silogroup.org/data/derivative_storage/FI.csv'.
[2025-10-14T23:56:42.528240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FI'.
[2025-10-14T23:56:42.528507] [INFO ] [FORECASTER] Starting predict_future for FI
[2025-10-14T23:56:42.553102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:42.553836] [DEBUG] [LOCAL     ] No optimal features file found for FI: ./output/feature-sets/FI.txt
[2025-10-14T23:56:42.553890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:42.553923] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:42.553951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:42.554009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:42.571005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:42.571512] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:42.571587] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:42.571620] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:42.604306] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:42.604445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:42.604484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:42.604513] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:42.607855] [DEBUG] [FORECASTER] FI: Forecast T+1@11:T+2@11: DOWN (p=3.65%)
[2025-10-14T23:56:42.608149] [INFO ] [FORECASTER] Completed predict_future for FI
[2025-10-14T23:56:42.608290] [INFO ] [sig       ] FI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:42.745797] [INFO ] [LOCAL     ] Saved forecast: FI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FI.txt
[2025-10-14T23:56:42.745976] [INFO ] [sig       ] [685/1812] Completed FI in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:42.746017] [INFO ] [sig       ] [686/1812] Forecasting FICO...
[2025-10-14T23:56:42.746047] [INFO ] [sig       ] Generating forecast for: FICO
[2025-10-14T23:56:42.746086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FICO' from 'https://tdm.silogroup.org/data/derivative_storage/FICO.csv'.
[2025-10-14T23:56:42.754535] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FICO'.
[2025-10-14T23:56:42.754810] [INFO ] [FORECASTER] Starting predict_future for FICO
[2025-10-14T23:56:42.779279] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:42.779991] [DEBUG] [LOCAL     ] No optimal features file found for FICO: ./output/feature-sets/FICO.txt
[2025-10-14T23:56:42.780044] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:42.780076] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:42.780151] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:42.780218] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:42.797363] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:42.797914] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:42.797992] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:42.798025] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:42.828870] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:42.828948] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:42.828984] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:42.829011] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:42.831947] [DEBUG] [FORECASTER] FICO: Forecast T+1@11:T+2@11: DOWN (p=10.42%)
[2025-10-14T23:56:42.832211] [INFO ] [FORECASTER] Completed predict_future for FICO
[2025-10-14T23:56:42.832351] [INFO ] [sig       ] FICO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:42.970012] [INFO ] [LOCAL     ] Saved forecast: FICO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FICO.txt
[2025-10-14T23:56:42.970223] [INFO ] [sig       ] [686/1812] Completed FICO in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:42.970272] [INFO ] [sig       ] [687/1812] Forecasting FIGS...
[2025-10-14T23:56:42.970310] [INFO ] [sig       ] Generating forecast for: FIGS
[2025-10-14T23:56:42.970347] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIGS' from 'https://tdm.silogroup.org/data/derivative_storage/FIGS.csv'.
[2025-10-14T23:56:42.978452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIGS'.
[2025-10-14T23:56:42.978736] [INFO ] [FORECASTER] Starting predict_future for FIGS
[2025-10-14T23:56:43.003275] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:43.003956] [DEBUG] [LOCAL     ] No optimal features file found for FIGS: ./output/feature-sets/FIGS.txt
[2025-10-14T23:56:43.004008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:43.004040] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:43.004068] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:43.004123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:43.020934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:43.021442] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:43.021517] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:43.021549] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:43.052348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:43.052434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:43.052469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:43.052497] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:43.055532] [DEBUG] [FORECASTER] FIGS: Forecast T+1@11:T+2@11: UP (p=73.16%)
[2025-10-14T23:56:43.055831] [INFO ] [FORECASTER] Completed predict_future for FIGS
[2025-10-14T23:56:43.055959] [INFO ] [sig       ] FIGS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:43.193333] [INFO ] [LOCAL     ] Saved forecast: FIGS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FIGS.txt
[2025-10-14T23:56:43.193527] [INFO ] [sig       ] [687/1812] Completed FIGS in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:43.193567] [INFO ] [sig       ] [688/1812] Forecasting FIHL...
[2025-10-14T23:56:43.193597] [INFO ] [sig       ] Generating forecast for: FIHL
[2025-10-14T23:56:43.193628] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIHL' from 'https://tdm.silogroup.org/data/derivative_storage/FIHL.csv'.
[2025-10-14T23:56:43.201861] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIHL'.
[2025-10-14T23:56:43.202120] [INFO ] [FORECASTER] Starting predict_future for FIHL
[2025-10-14T23:56:43.226317] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:43.227001] [DEBUG] [LOCAL     ] No optimal features file found for FIHL: ./output/feature-sets/FIHL.txt
[2025-10-14T23:56:43.227054] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:43.227087] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:43.227114] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:43.227169] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:43.244443] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:43.244987] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:43.245063] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:43.245095] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:43.277788] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:43.277864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:43.277898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:43.277926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:43.280942] [DEBUG] [FORECASTER] FIHL: Forecast T+1@11:T+2@11: DOWN (p=48.70%)
[2025-10-14T23:56:43.281187] [INFO ] [FORECASTER] Completed predict_future for FIHL
[2025-10-14T23:56:43.281313] [INFO ] [sig       ] FIHL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:43.419843] [INFO ] [LOCAL     ] Saved forecast: FIHL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FIHL.txt
[2025-10-14T23:56:43.420049] [INFO ] [sig       ] [688/1812] Completed FIHL in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:43.420089] [INFO ] [sig       ] [689/1812] Forecasting FINS...
[2025-10-14T23:56:43.420120] [INFO ] [sig       ] Generating forecast for: FINS
[2025-10-14T23:56:43.420150] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FINS' from 'https://tdm.silogroup.org/data/derivative_storage/FINS.csv'.
[2025-10-14T23:56:43.428240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FINS'.
[2025-10-14T23:56:43.428496] [INFO ] [FORECASTER] Starting predict_future for FINS
[2025-10-14T23:56:43.452950] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:43.453634] [DEBUG] [LOCAL     ] No optimal features file found for FINS: ./output/feature-sets/FINS.txt
[2025-10-14T23:56:43.453714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:43.453750] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:43.453777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:43.453833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:43.471011] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:43.471710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:43.471812] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:43.471847] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:43.499475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:43.499596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:43.499634] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:43.500023] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:43.504970] [DEBUG] [FORECASTER] FINS: Forecast T+1@11:T+2@11: UP (p=90.11%)
[2025-10-14T23:56:43.505253] [INFO ] [FORECASTER] Completed predict_future for FINS
[2025-10-14T23:56:43.505398] [INFO ] [sig       ] FINS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:43.646190] [INFO ] [LOCAL     ] Saved forecast: FINS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FINS.txt
[2025-10-14T23:56:43.646398] [INFO ] [sig       ] [689/1812] Completed FINS in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:43.646453] [INFO ] [sig       ] [690/1812] Forecasting FINV...
[2025-10-14T23:56:43.646486] [INFO ] [sig       ] Generating forecast for: FINV
[2025-10-14T23:56:43.646517] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FINV' from 'https://tdm.silogroup.org/data/derivative_storage/FINV.csv'.
[2025-10-14T23:56:43.655138] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FINV'.
[2025-10-14T23:56:43.655399] [INFO ] [FORECASTER] Starting predict_future for FINV
[2025-10-14T23:56:43.680022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:43.680703] [DEBUG] [LOCAL     ] No optimal features file found for FINV: ./output/feature-sets/FINV.txt
[2025-10-14T23:56:43.680759] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:43.680792] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:43.680819] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:43.680875] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:43.697582] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:43.698193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:43.698272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:43.698305] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:43.727345] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:43.727419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:43.727454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:43.727483] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:43.730464] [DEBUG] [FORECASTER] FINV: Forecast T+1@11:T+2@11: DOWN (p=37.90%)
[2025-10-14T23:56:43.730746] [INFO ] [FORECASTER] Completed predict_future for FINV
[2025-10-14T23:56:43.730874] [INFO ] [sig       ] FINV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:43.867197] [INFO ] [LOCAL     ] Saved forecast: FINV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FINV.txt
[2025-10-14T23:56:43.867383] [INFO ] [sig       ] [690/1812] Completed FINV in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:43.867424] [INFO ] [sig       ] [691/1812] Forecasting FIS...
[2025-10-14T23:56:43.867454] [INFO ] [sig       ] Generating forecast for: FIS
[2025-10-14T23:56:43.867484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIS' from 'https://tdm.silogroup.org/data/derivative_storage/FIS.csv'.
[2025-10-14T23:56:43.875517] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIS'.
[2025-10-14T23:56:43.875784] [INFO ] [FORECASTER] Starting predict_future for FIS
[2025-10-14T23:56:43.899961] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:43.900609] [DEBUG] [LOCAL     ] No optimal features file found for FIS: ./output/feature-sets/FIS.txt
[2025-10-14T23:56:43.900707] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:43.900754] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:43.900785] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:43.900842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:43.918292] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:43.918863] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:43.918940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:43.918973] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:43.948245] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:43.948317] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:43.948351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:43.948379] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:43.951257] [DEBUG] [FORECASTER] FIS: Forecast T+1@11:T+2@11: DOWN (p=12.39%)
[2025-10-14T23:56:43.951497] [INFO ] [FORECASTER] Completed predict_future for FIS
[2025-10-14T23:56:43.951618] [INFO ] [sig       ] FIS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:44.088459] [INFO ] [LOCAL     ] Saved forecast: FIS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FIS.txt
[2025-10-14T23:56:44.088634] [INFO ] [sig       ] [691/1812] Completed FIS in 0.2s | 4.23 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:44.088710] [INFO ] [sig       ] [692/1812] Forecasting FIX...
[2025-10-14T23:56:44.088748] [INFO ] [sig       ] Generating forecast for: FIX
[2025-10-14T23:56:44.088779] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIX' from 'https://tdm.silogroup.org/data/derivative_storage/FIX.csv'.
[2025-10-14T23:56:44.096699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIX'.
[2025-10-14T23:56:44.097016] [INFO ] [FORECASTER] Starting predict_future for FIX
[2025-10-14T23:56:44.121283] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:44.121981] [DEBUG] [LOCAL     ] No optimal features file found for FIX: ./output/feature-sets/FIX.txt
[2025-10-14T23:56:44.122034] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:44.122067] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:44.122095] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:44.122152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:44.139225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:44.139769] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:44.139846] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:44.139880] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:44.168506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:44.168600] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:44.168639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:44.168714] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:44.171775] [DEBUG] [FORECASTER] FIX: Forecast T+1@11:T+2@11: UP (p=74.98%)
[2025-10-14T23:56:44.172024] [INFO ] [FORECASTER] Completed predict_future for FIX
[2025-10-14T23:56:44.172148] [INFO ] [sig       ] FIX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:44.308592] [INFO ] [LOCAL     ] Saved forecast: FIX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FIX.txt
[2025-10-14T23:56:44.308796] [INFO ] [sig       ] [692/1812] Completed FIX in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:44.308854] [INFO ] [sig       ] [693/1812] Forecasting FLC...
[2025-10-14T23:56:44.308887] [INFO ] [sig       ] Generating forecast for: FLC
[2025-10-14T23:56:44.308927] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLC' from 'https://tdm.silogroup.org/data/derivative_storage/FLC.csv'.
[2025-10-14T23:56:44.317162] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLC'.
[2025-10-14T23:56:44.317412] [INFO ] [FORECASTER] Starting predict_future for FLC
[2025-10-14T23:56:44.346267] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:44.347201] [DEBUG] [LOCAL     ] No optimal features file found for FLC: ./output/feature-sets/FLC.txt
[2025-10-14T23:56:44.347264] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:44.347298] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:44.347327] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:44.347384] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:44.364450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:44.365010] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:44.365096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:44.365149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:44.394149] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:44.394223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:44.394258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:44.394287] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:44.397270] [DEBUG] [FORECASTER] FLC: Forecast T+1@11:T+2@11: DOWN (p=9.00%)
[2025-10-14T23:56:44.397516] [INFO ] [FORECASTER] Completed predict_future for FLC
[2025-10-14T23:56:44.397636] [INFO ] [sig       ] FLC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:44.534133] [INFO ] [LOCAL     ] Saved forecast: FLC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLC.txt
[2025-10-14T23:56:44.534319] [INFO ] [sig       ] [693/1812] Completed FLC in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:44.534361] [INFO ] [sig       ] [694/1812] Forecasting FLG...
[2025-10-14T23:56:44.534392] [INFO ] [sig       ] Generating forecast for: FLG
[2025-10-14T23:56:44.534422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLG' from 'https://tdm.silogroup.org/data/derivative_storage/FLG.csv'.
[2025-10-14T23:56:44.543707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLG'.
[2025-10-14T23:56:44.543969] [INFO ] [FORECASTER] Starting predict_future for FLG
[2025-10-14T23:56:44.568605] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:44.569282] [DEBUG] [LOCAL     ] No optimal features file found for FLG: ./output/feature-sets/FLG.txt
[2025-10-14T23:56:44.569336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:44.569369] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:44.569397] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:44.569454] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:44.586290] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:44.586845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:44.586924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:44.586957] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:44.620691] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:44.620792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:44.620830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:44.620860] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:44.624034] [DEBUG] [FORECASTER] FLG: Forecast T+1@11:T+2@11: DOWN (p=14.26%)
[2025-10-14T23:56:44.624305] [INFO ] [FORECASTER] Completed predict_future for FLG
[2025-10-14T23:56:44.624432] [INFO ] [sig       ] FLG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:44.762576] [INFO ] [LOCAL     ] Saved forecast: FLG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLG.txt
[2025-10-14T23:56:44.762808] [INFO ] [sig       ] [694/1812] Completed FLG in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:44.762867] [INFO ] [sig       ] [695/1812] Forecasting FLNG...
[2025-10-14T23:56:44.762900] [INFO ] [sig       ] Generating forecast for: FLNG
[2025-10-14T23:56:44.762931] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLNG' from 'https://tdm.silogroup.org/data/derivative_storage/FLNG.csv'.
[2025-10-14T23:56:44.771294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLNG'.
[2025-10-14T23:56:44.771555] [INFO ] [FORECASTER] Starting predict_future for FLNG
[2025-10-14T23:56:44.796115] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:44.796796] [DEBUG] [LOCAL     ] No optimal features file found for FLNG: ./output/feature-sets/FLNG.txt
[2025-10-14T23:56:44.796849] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:44.796881] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:44.796908] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:44.796963] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:44.813603] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:44.814140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:44.814216] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:44.814250] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:44.844849] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:44.844923] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:44.844958] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:44.844986] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:44.847935] [DEBUG] [FORECASTER] FLNG: Forecast T+1@11:T+2@11: DOWN (p=7.36%)
[2025-10-14T23:56:44.848223] [INFO ] [FORECASTER] Completed predict_future for FLNG
[2025-10-14T23:56:44.848352] [INFO ] [sig       ] FLNG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:44.986826] [INFO ] [LOCAL     ] Saved forecast: FLNG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLNG.txt
[2025-10-14T23:56:44.987010] [INFO ] [sig       ] [695/1812] Completed FLNG in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:44.987051] [INFO ] [sig       ] [696/1812] Forecasting FLO...
[2025-10-14T23:56:44.987080] [INFO ] [sig       ] Generating forecast for: FLO
[2025-10-14T23:56:44.987109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLO' from 'https://tdm.silogroup.org/data/derivative_storage/FLO.csv'.
[2025-10-14T23:56:44.995662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLO'.
[2025-10-14T23:56:44.995929] [INFO ] [FORECASTER] Starting predict_future for FLO
[2025-10-14T23:56:45.020750] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:45.021394] [DEBUG] [LOCAL     ] No optimal features file found for FLO: ./output/feature-sets/FLO.txt
[2025-10-14T23:56:45.021446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:45.021478] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:45.021505] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:45.021560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:45.038956] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:45.039460] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:45.039549] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:45.039584] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:45.068586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:45.068683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:45.068733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:45.068763] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:45.071753] [DEBUG] [FORECASTER] FLO: Forecast T+1@11:T+2@11: DOWN (p=2.97%)
[2025-10-14T23:56:45.071998] [INFO ] [FORECASTER] Completed predict_future for FLO
[2025-10-14T23:56:45.072120] [INFO ] [sig       ] FLO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:45.213063] [INFO ] [LOCAL     ] Saved forecast: FLO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLO.txt
[2025-10-14T23:56:45.213267] [INFO ] [sig       ] [696/1812] Completed FLO in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:45.213322] [INFO ] [sig       ] [697/1812] Forecasting FLR...
[2025-10-14T23:56:45.213354] [INFO ] [sig       ] Generating forecast for: FLR
[2025-10-14T23:56:45.213385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLR' from 'https://tdm.silogroup.org/data/derivative_storage/FLR.csv'.
[2025-10-14T23:56:45.222382] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLR'.
[2025-10-14T23:56:45.222620] [INFO ] [FORECASTER] Starting predict_future for FLR
[2025-10-14T23:56:45.247022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:45.247699] [DEBUG] [LOCAL     ] No optimal features file found for FLR: ./output/feature-sets/FLR.txt
[2025-10-14T23:56:45.247754] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:45.247787] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:45.247815] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:45.247871] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:45.265101] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:45.265717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:45.265795] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:45.265828] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:45.296578] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:45.296674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:45.296726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:45.296757] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:45.299726] [DEBUG] [FORECASTER] FLR: Forecast T+1@11:T+2@11: UP (p=90.32%)
[2025-10-14T23:56:45.299973] [INFO ] [FORECASTER] Completed predict_future for FLR
[2025-10-14T23:56:45.300096] [INFO ] [sig       ] FLR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:45.436730] [INFO ] [LOCAL     ] Saved forecast: FLR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FLR.txt
[2025-10-14T23:56:45.436902] [INFO ] [sig       ] [697/1812] Completed FLR in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:45.436942] [INFO ] [sig       ] [698/1812] Forecasting FLS...
[2025-10-14T23:56:45.436974] [INFO ] [sig       ] Generating forecast for: FLS
[2025-10-14T23:56:45.437004] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLS' from 'https://tdm.silogroup.org/data/derivative_storage/FLS.csv'.
[2025-10-14T23:56:45.446062] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLS'.
[2025-10-14T23:56:45.446305] [INFO ] [FORECASTER] Starting predict_future for FLS
[2025-10-14T23:56:45.470567] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:45.471295] [DEBUG] [LOCAL     ] No optimal features file found for FLS: ./output/feature-sets/FLS.txt
[2025-10-14T23:56:45.471362] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:45.471395] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:45.471425] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:45.471481] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:45.488515] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:45.489053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:45.489128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:45.489161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:45.520336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:45.520410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:45.520444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:45.520473] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:45.523453] [DEBUG] [FORECASTER] FLS: Forecast T+1@11:T+2@11: DOWN (p=6.96%)
[2025-10-14T23:56:45.523730] [INFO ] [FORECASTER] Completed predict_future for FLS
[2025-10-14T23:56:45.523869] [INFO ] [sig       ] FLS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:45.659669] [INFO ] [LOCAL     ] Saved forecast: FLS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLS.txt
[2025-10-14T23:56:45.659877] [INFO ] [sig       ] [698/1812] Completed FLS in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:45.659918] [INFO ] [sig       ] [699/1812] Forecasting FLUT...
[2025-10-14T23:56:45.659947] [INFO ] [sig       ] Generating forecast for: FLUT
[2025-10-14T23:56:45.659977] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLUT' from 'https://tdm.silogroup.org/data/derivative_storage/FLUT.csv'.
[2025-10-14T23:56:45.668384] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLUT'.
[2025-10-14T23:56:45.668641] [INFO ] [FORECASTER] Starting predict_future for FLUT
[2025-10-14T23:56:45.692924] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:45.693607] [DEBUG] [LOCAL     ] No optimal features file found for FLUT: ./output/feature-sets/FLUT.txt
[2025-10-14T23:56:45.693683] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:45.693766] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:45.693803] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:45.693865] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:45.710869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:45.711377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:45.711450] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:45.711484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:45.743275] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:45.743348] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:45.743383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:45.743411] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:45.746370] [DEBUG] [FORECASTER] FLUT: Forecast T+1@11:T+2@11: UP (p=51.92%)
[2025-10-14T23:56:45.746614] [INFO ] [FORECASTER] Completed predict_future for FLUT
[2025-10-14T23:56:45.746777] [INFO ] [sig       ] FLUT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:45.883005] [INFO ] [LOCAL     ] Saved forecast: FLUT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FLUT.txt
[2025-10-14T23:56:45.883190] [INFO ] [sig       ] [699/1812] Completed FLUT in 0.2s | 4.24 sym/s | Total: 2.7m | ETA: 4.4m
[2025-10-14T23:56:45.883230] [INFO ] [sig       ] [700/1812] Forecasting FLXR...
[2025-10-14T23:56:45.883261] [INFO ] [sig       ] Generating forecast for: FLXR
[2025-10-14T23:56:45.883300] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLXR' from 'https://tdm.silogroup.org/data/derivative_storage/FLXR.csv'.
[2025-10-14T23:56:45.892101] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLXR'.
[2025-10-14T23:56:45.892358] [INFO ] [FORECASTER] Starting predict_future for FLXR
[2025-10-14T23:56:45.916484] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:45.917166] [DEBUG] [LOCAL     ] No optimal features file found for FLXR: ./output/feature-sets/FLXR.txt
[2025-10-14T23:56:45.917219] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:45.917250] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:45.917278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:45.917334] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:45.934048] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:45.934548] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:45.934622] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:45.934688] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:45.964949] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:45.965022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:45.965056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:45.965084] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:45.967987] [DEBUG] [FORECASTER] FLXR: Forecast T+1@11:T+2@11: DOWN (p=12.06%)
[2025-10-14T23:56:45.968250] [INFO ] [FORECASTER] Completed predict_future for FLXR
[2025-10-14T23:56:45.968389] [INFO ] [sig       ] FLXR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:46.104737] [INFO ] [LOCAL     ] Saved forecast: FLXR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FLXR.txt
[2025-10-14T23:56:46.104939] [INFO ] [sig       ] [700/1812] Completed FLXR in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:46.104980] [INFO ] [sig       ] [701/1812] Forecasting FMC...
[2025-10-14T23:56:46.105010] [INFO ] [sig       ] Generating forecast for: FMC
[2025-10-14T23:56:46.105040] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMC' from 'https://tdm.silogroup.org/data/derivative_storage/FMC.csv'.
[2025-10-14T23:56:46.113297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMC'.
[2025-10-14T23:56:46.113554] [INFO ] [FORECASTER] Starting predict_future for FMC
[2025-10-14T23:56:46.137584] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:46.138309] [DEBUG] [LOCAL     ] No optimal features file found for FMC: ./output/feature-sets/FMC.txt
[2025-10-14T23:56:46.138362] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:46.138394] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:46.138422] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:46.138478] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:46.155378] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:46.155931] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:46.156007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:46.156041] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:46.188609] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:46.188715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:46.188759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:46.188789] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:46.191804] [DEBUG] [FORECASTER] FMC: Forecast T+1@11:T+2@11: UP (p=64.15%)
[2025-10-14T23:56:46.192075] [INFO ] [FORECASTER] Completed predict_future for FMC
[2025-10-14T23:56:46.192204] [INFO ] [sig       ] FMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:46.328100] [INFO ] [LOCAL     ] Saved forecast: FMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FMC.txt
[2025-10-14T23:56:46.328304] [INFO ] [sig       ] [701/1812] Completed FMC in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:46.328346] [INFO ] [sig       ] [702/1812] Forecasting FMN...
[2025-10-14T23:56:46.328376] [INFO ] [sig       ] Generating forecast for: FMN
[2025-10-14T23:56:46.328406] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMN' from 'https://tdm.silogroup.org/data/derivative_storage/FMN.csv'.
[2025-10-14T23:56:46.336516] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMN'.
[2025-10-14T23:56:46.336829] [INFO ] [FORECASTER] Starting predict_future for FMN
[2025-10-14T23:56:46.361206] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:46.361902] [DEBUG] [LOCAL     ] No optimal features file found for FMN: ./output/feature-sets/FMN.txt
[2025-10-14T23:56:46.361955] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:46.361987] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:46.362014] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:46.362070] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:46.378816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:46.379327] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:46.379401] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:46.379433] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:46.413514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:46.413602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:46.413639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:46.413712] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:46.416742] [DEBUG] [FORECASTER] FMN: Forecast T+1@11:T+2@11: UP (p=67.90%)
[2025-10-14T23:56:46.416989] [INFO ] [FORECASTER] Completed predict_future for FMN
[2025-10-14T23:56:46.417110] [INFO ] [sig       ] FMN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:46.552611] [INFO ] [LOCAL     ] Saved forecast: FMN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FMN.txt
[2025-10-14T23:56:46.552838] [INFO ] [sig       ] [702/1812] Completed FMN in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:46.552886] [INFO ] [sig       ] [703/1812] Forecasting FMS...
[2025-10-14T23:56:46.552918] [INFO ] [sig       ] Generating forecast for: FMS
[2025-10-14T23:56:46.552949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMS' from 'https://tdm.silogroup.org/data/derivative_storage/FMS.csv'.
[2025-10-14T23:56:46.561087] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMS'.
[2025-10-14T23:56:46.561349] [INFO ] [FORECASTER] Starting predict_future for FMS
[2025-10-14T23:56:46.585600] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:46.586289] [DEBUG] [LOCAL     ] No optimal features file found for FMS: ./output/feature-sets/FMS.txt
[2025-10-14T23:56:46.586342] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:46.586375] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:46.586403] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:46.586459] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:46.603131] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:46.603673] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:46.603754] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:46.603804] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:46.637475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:46.637559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:46.637594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:46.637622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:46.640634] [DEBUG] [FORECASTER] FMS: Forecast T+1@11:T+2@11: DOWN (p=2.78%)
[2025-10-14T23:56:46.640911] [INFO ] [FORECASTER] Completed predict_future for FMS
[2025-10-14T23:56:46.641039] [INFO ] [sig       ] FMS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:46.776244] [INFO ] [LOCAL     ] Saved forecast: FMS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FMS.txt
[2025-10-14T23:56:46.776433] [INFO ] [sig       ] [703/1812] Completed FMS in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:46.776475] [INFO ] [sig       ] [704/1812] Forecasting FMX...
[2025-10-14T23:56:46.776506] [INFO ] [sig       ] Generating forecast for: FMX
[2025-10-14T23:56:46.776537] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMX' from 'https://tdm.silogroup.org/data/derivative_storage/FMX.csv'.
[2025-10-14T23:56:46.785083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMX'.
[2025-10-14T23:56:46.785354] [INFO ] [FORECASTER] Starting predict_future for FMX
[2025-10-14T23:56:46.809506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:46.810191] [DEBUG] [LOCAL     ] No optimal features file found for FMX: ./output/feature-sets/FMX.txt
[2025-10-14T23:56:46.810245] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:46.810279] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:46.810307] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:46.810363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:46.827082] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:46.827685] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:46.827768] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:46.827801] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:46.861041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:46.861136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:46.861172] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:46.861200] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:46.864231] [DEBUG] [FORECASTER] FMX: Forecast T+1@11:T+2@11: DOWN (p=1.13%)
[2025-10-14T23:56:46.864480] [INFO ] [FORECASTER] Completed predict_future for FMX
[2025-10-14T23:56:46.864606] [INFO ] [sig       ] FMX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:47.001002] [INFO ] [LOCAL     ] Saved forecast: FMX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FMX.txt
[2025-10-14T23:56:47.001240] [INFO ] [sig       ] [704/1812] Completed FMX in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:47.001307] [INFO ] [sig       ] [705/1812] Forecasting FMY...
[2025-10-14T23:56:47.001361] [INFO ] [sig       ] Generating forecast for: FMY
[2025-10-14T23:56:47.001395] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMY' from 'https://tdm.silogroup.org/data/derivative_storage/FMY.csv'.
[2025-10-14T23:56:47.009771] [DEBUG] [REMOTE    ] Successfully parsed 1789 rows of historical data for symbol 'FMY'.
[2025-10-14T23:56:47.010021] [INFO ] [FORECASTER] Starting predict_future for FMY
[2025-10-14T23:56:47.034381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:47.035165] [DEBUG] [LOCAL     ] No optimal features file found for FMY: ./output/feature-sets/FMY.txt
[2025-10-14T23:56:47.035235] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:47.035269] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:47.035296] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:47.035353] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:47.052431] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:47.052990] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:47.053067] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:47.053101] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:47.087403] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:47.087482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:47.087517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:47.087545] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:47.090561] [DEBUG] [FORECASTER] FMY: Forecast T+1@11:T+2@11: UP (p=88.89%)
[2025-10-14T23:56:47.090837] [INFO ] [FORECASTER] Completed predict_future for FMY
[2025-10-14T23:56:47.091002] [INFO ] [sig       ] FMY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:47.227586] [INFO ] [LOCAL     ] Saved forecast: FMY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FMY.txt
[2025-10-14T23:56:47.227822] [INFO ] [sig       ] [705/1812] Completed FMY in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-14T23:56:47.227874] [INFO ] [sig       ] [706/1812] Forecasting FN...
[2025-10-14T23:56:47.227907] [INFO ] [sig       ] Generating forecast for: FN
[2025-10-14T23:56:47.227938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FN' from 'https://tdm.silogroup.org/data/derivative_storage/FN.csv'.
[2025-10-14T23:56:47.236037] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FN'.
[2025-10-14T23:56:47.236292] [INFO ] [FORECASTER] Starting predict_future for FN
[2025-10-14T23:56:47.260601] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:47.261307] [DEBUG] [LOCAL     ] No optimal features file found for FN: ./output/feature-sets/FN.txt
[2025-10-14T23:56:47.261360] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:47.261392] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:47.261419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:47.261474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:47.278256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:47.278940] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:47.279019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:47.279053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:47.313489] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:47.313632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:47.313711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:47.313750] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:47.317086] [DEBUG] [FORECASTER] FN: Forecast T+1@11:T+2@11: UP (p=82.43%)
[2025-10-14T23:56:47.317359] [INFO ] [FORECASTER] Completed predict_future for FN
[2025-10-14T23:56:47.317493] [INFO ] [sig       ] FN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:47.455945] [INFO ] [LOCAL     ] Saved forecast: FN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FN.txt
[2025-10-14T23:56:47.456143] [INFO ] [sig       ] [706/1812] Completed FN in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:47.456184] [INFO ] [sig       ] [707/1812] Forecasting FNB...
[2025-10-14T23:56:47.456215] [INFO ] [sig       ] Generating forecast for: FNB
[2025-10-14T23:56:47.456245] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNB' from 'https://tdm.silogroup.org/data/derivative_storage/FNB.csv'.
[2025-10-14T23:56:47.464880] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNB'.
[2025-10-14T23:56:47.465142] [INFO ] [FORECASTER] Starting predict_future for FNB
[2025-10-14T23:56:47.490223] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:47.490966] [DEBUG] [LOCAL     ] No optimal features file found for FNB: ./output/feature-sets/FNB.txt
[2025-10-14T23:56:47.491020] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:47.491053] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:47.491082] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:47.491139] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:47.510172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:47.510793] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:47.510873] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:47.510906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:47.547834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:47.547941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:47.547978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:47.548007] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:47.552137] [DEBUG] [FORECASTER] FNB: Forecast T+1@11:T+2@11: UP (p=88.88%)
[2025-10-14T23:56:47.552427] [INFO ] [FORECASTER] Completed predict_future for FNB
[2025-10-14T23:56:47.552565] [INFO ] [sig       ] FNB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:47.698760] [INFO ] [LOCAL     ] Saved forecast: FNB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FNB.txt
[2025-10-14T23:56:47.698971] [INFO ] [sig       ] [707/1812] Completed FNB in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:47.699014] [INFO ] [sig       ] [708/1812] Forecasting FND...
[2025-10-14T23:56:47.699046] [INFO ] [sig       ] Generating forecast for: FND
[2025-10-14T23:56:47.699076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FND' from 'https://tdm.silogroup.org/data/derivative_storage/FND.csv'.
[2025-10-14T23:56:47.707841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FND'.
[2025-10-14T23:56:47.708193] [INFO ] [FORECASTER] Starting predict_future for FND
[2025-10-14T23:56:47.733411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:47.734140] [DEBUG] [LOCAL     ] No optimal features file found for FND: ./output/feature-sets/FND.txt
[2025-10-14T23:56:47.734195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:47.734228] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:47.734256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:47.734314] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:47.751983] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:47.752511] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:47.752589] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:47.752623] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:47.786911] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:47.787020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:47.787057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:47.787090] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:47.790471] [DEBUG] [FORECASTER] FND: Forecast T+1@11:T+2@11: DOWN (p=34.87%)
[2025-10-14T23:56:47.790783] [INFO ] [FORECASTER] Completed predict_future for FND
[2025-10-14T23:56:47.790947] [INFO ] [sig       ] FND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:47.962135] [INFO ] [LOCAL     ] Saved forecast: FND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FND.txt
[2025-10-14T23:56:47.962386] [INFO ] [sig       ] [708/1812] Completed FND in 0.3s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:47.962430] [INFO ] [sig       ] [709/1812] Forecasting FNF...
[2025-10-14T23:56:47.962462] [INFO ] [sig       ] Generating forecast for: FNF
[2025-10-14T23:56:47.962493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNF' from 'https://tdm.silogroup.org/data/derivative_storage/FNF.csv'.
[2025-10-14T23:56:47.972104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNF'.
[2025-10-14T23:56:47.972444] [INFO ] [FORECASTER] Starting predict_future for FNF
[2025-10-14T23:56:47.997616] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:47.998448] [DEBUG] [LOCAL     ] No optimal features file found for FNF: ./output/feature-sets/FNF.txt
[2025-10-14T23:56:47.998503] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:47.998536] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:47.998564] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:47.998620] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:48.015529] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:48.016304] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:48.016389] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:48.016424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:48.051700] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:48.051868] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:48.051909] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:48.051939] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:48.055295] [DEBUG] [FORECASTER] FNF: Forecast T+1@11:T+2@11: UP (p=91.86%)
[2025-10-14T23:56:48.055562] [INFO ] [FORECASTER] Completed predict_future for FNF
[2025-10-14T23:56:48.055733] [INFO ] [sig       ] FNF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:48.199162] [INFO ] [LOCAL     ] Saved forecast: FNF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FNF.txt
[2025-10-14T23:56:48.199431] [INFO ] [sig       ] [709/1812] Completed FNF in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:48.199475] [INFO ] [sig       ] [710/1812] Forecasting FNV...
[2025-10-14T23:56:48.199508] [INFO ] [sig       ] Generating forecast for: FNV
[2025-10-14T23:56:48.199540] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNV' from 'https://tdm.silogroup.org/data/derivative_storage/FNV.csv'.
[2025-10-14T23:56:48.208493] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNV'.
[2025-10-14T23:56:48.208881] [INFO ] [FORECASTER] Starting predict_future for FNV
[2025-10-14T23:56:48.233807] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:48.234544] [DEBUG] [LOCAL     ] No optimal features file found for FNV: ./output/feature-sets/FNV.txt
[2025-10-14T23:56:48.234597] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:48.234630] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:48.234696] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:48.234765] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:48.251862] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:48.252707] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:48.252794] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:48.252828] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:48.288465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:48.288634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:48.288723] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:48.288760] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:48.292188] [DEBUG] [FORECASTER] FNV: Forecast T+1@11:T+2@11: UP (p=95.15%)
[2025-10-14T23:56:48.292461] [INFO ] [FORECASTER] Completed predict_future for FNV
[2025-10-14T23:56:48.292597] [INFO ] [sig       ] FNV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:48.434943] [INFO ] [LOCAL     ] Saved forecast: FNV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FNV.txt
[2025-10-14T23:56:48.435143] [INFO ] [sig       ] [710/1812] Completed FNV in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:48.435185] [INFO ] [sig       ] [711/1812] Forecasting FOA...
[2025-10-14T23:56:48.435216] [INFO ] [sig       ] Generating forecast for: FOA
[2025-10-14T23:56:48.435247] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOA' from 'https://tdm.silogroup.org/data/derivative_storage/FOA.csv'.
[2025-10-14T23:56:48.443305] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOA'.
[2025-10-14T23:56:48.443553] [INFO ] [FORECASTER] Starting predict_future for FOA
[2025-10-14T23:56:48.467878] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:48.468557] [DEBUG] [LOCAL     ] No optimal features file found for FOA: ./output/feature-sets/FOA.txt
[2025-10-14T23:56:48.468610] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:48.468665] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:48.468718] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:48.468777] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:48.485583] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:48.486170] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:48.486247] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:48.486280] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:48.517146] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:48.517223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:48.517258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:48.517286] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:48.520251] [DEBUG] [FORECASTER] FOA: Forecast T+1@11:T+2@11: UP (p=60.76%)
[2025-10-14T23:56:48.520501] [INFO ] [FORECASTER] Completed predict_future for FOA
[2025-10-14T23:56:48.520631] [INFO ] [sig       ] FOA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:48.657412] [INFO ] [LOCAL     ] Saved forecast: FOA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FOA.txt
[2025-10-14T23:56:48.657617] [INFO ] [sig       ] [711/1812] Completed FOA in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:48.657688] [INFO ] [sig       ] [712/1812] Forecasting FOF...
[2025-10-14T23:56:48.657734] [INFO ] [sig       ] Generating forecast for: FOF
[2025-10-14T23:56:48.657766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOF' from 'https://tdm.silogroup.org/data/derivative_storage/FOF.csv'.
[2025-10-14T23:56:48.666921] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOF'.
[2025-10-14T23:56:48.667267] [INFO ] [FORECASTER] Starting predict_future for FOF
[2025-10-14T23:56:48.693066] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:48.693854] [DEBUG] [LOCAL     ] No optimal features file found for FOF: ./output/feature-sets/FOF.txt
[2025-10-14T23:56:48.693909] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:48.694007] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:48.694077] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:48.694159] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:48.712406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:48.713013] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:48.713097] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:48.713131] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:48.749966] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:48.750071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:48.750106] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:48.750135] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:48.753256] [DEBUG] [FORECASTER] FOF: Forecast T+1@11:T+2@11: UP (p=53.60%)
[2025-10-14T23:56:48.753516] [INFO ] [FORECASTER] Completed predict_future for FOF
[2025-10-14T23:56:48.753663] [INFO ] [sig       ] FOF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:48.891323] [INFO ] [LOCAL     ] Saved forecast: FOF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FOF.txt
[2025-10-14T23:56:48.891584] [INFO ] [sig       ] [712/1812] Completed FOF in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:48.891626] [INFO ] [sig       ] [713/1812] Forecasting FOR...
[2025-10-14T23:56:48.891693] [INFO ] [sig       ] Generating forecast for: FOR
[2025-10-14T23:56:48.891739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOR' from 'https://tdm.silogroup.org/data/derivative_storage/FOR.csv'.
[2025-10-14T23:56:48.901517] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOR'.
[2025-10-14T23:56:48.901866] [INFO ] [FORECASTER] Starting predict_future for FOR
[2025-10-14T23:56:48.926322] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:48.927014] [DEBUG] [LOCAL     ] No optimal features file found for FOR: ./output/feature-sets/FOR.txt
[2025-10-14T23:56:48.927067] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:48.927099] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:48.927127] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:48.927184] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:48.944096] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:48.944607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:48.944710] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:48.944754] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:48.976452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:48.976535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:48.976570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:48.976598] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:48.979603] [DEBUG] [FORECASTER] FOR: Forecast T+1@11:T+2@11: UP (p=98.19%)
[2025-10-14T23:56:48.979942] [INFO ] [FORECASTER] Completed predict_future for FOR
[2025-10-14T23:56:48.980080] [INFO ] [sig       ] FOR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:49.117010] [INFO ] [LOCAL     ] Saved forecast: FOR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FOR.txt
[2025-10-14T23:56:49.117230] [INFO ] [sig       ] [713/1812] Completed FOR in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:49.117271] [INFO ] [sig       ] [714/1812] Forecasting FOUR...
[2025-10-14T23:56:49.117302] [INFO ] [sig       ] Generating forecast for: FOUR
[2025-10-14T23:56:49.117332] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOUR' from 'https://tdm.silogroup.org/data/derivative_storage/FOUR.csv'.
[2025-10-14T23:56:49.125761] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOUR'.
[2025-10-14T23:56:49.126006] [INFO ] [FORECASTER] Starting predict_future for FOUR
[2025-10-14T23:56:49.150368] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:49.151059] [DEBUG] [LOCAL     ] No optimal features file found for FOUR: ./output/feature-sets/FOUR.txt
[2025-10-14T23:56:49.151112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:49.151144] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:49.151171] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:49.151227] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:49.168331] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:49.168889] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:49.168967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:49.169001] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:49.203322] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:49.203401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:49.203435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:49.203463] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:49.206485] [DEBUG] [FORECASTER] FOUR: Forecast T+1@11:T+2@11: UP (p=81.80%)
[2025-10-14T23:56:49.206778] [INFO ] [FORECASTER] Completed predict_future for FOUR
[2025-10-14T23:56:49.206910] [INFO ] [sig       ] FOUR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:49.343602] [INFO ] [LOCAL     ] Saved forecast: FOUR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FOUR.txt
[2025-10-14T23:56:49.343844] [INFO ] [sig       ] [714/1812] Completed FOUR in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:49.343896] [INFO ] [sig       ] [715/1812] Forecasting FPF...
[2025-10-14T23:56:49.343927] [INFO ] [sig       ] Generating forecast for: FPF
[2025-10-14T23:56:49.343956] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPF' from 'https://tdm.silogroup.org/data/derivative_storage/FPF.csv'.
[2025-10-14T23:56:49.351908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPF'.
[2025-10-14T23:56:49.352148] [INFO ] [FORECASTER] Starting predict_future for FPF
[2025-10-14T23:56:49.376241] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:49.376950] [DEBUG] [LOCAL     ] No optimal features file found for FPF: ./output/feature-sets/FPF.txt
[2025-10-14T23:56:49.377003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:49.377035] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:49.377063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:49.377120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:49.394034] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:49.394549] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:49.394624] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:49.394690] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:49.428170] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:49.428288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:49.428329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:49.428359] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:49.431552] [DEBUG] [FORECASTER] FPF: Forecast T+1@11:T+2@11: UP (p=50.54%)
[2025-10-14T23:56:49.431841] [INFO ] [FORECASTER] Completed predict_future for FPF
[2025-10-14T23:56:49.431982] [INFO ] [sig       ] FPF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:49.568251] [INFO ] [LOCAL     ] Saved forecast: FPF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FPF.txt
[2025-10-14T23:56:49.568469] [INFO ] [sig       ] [715/1812] Completed FPF in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:49.568509] [INFO ] [sig       ] [716/1812] Forecasting FPH...
[2025-10-14T23:56:49.568540] [INFO ] [sig       ] Generating forecast for: FPH
[2025-10-14T23:56:49.568569] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPH' from 'https://tdm.silogroup.org/data/derivative_storage/FPH.csv'.
[2025-10-14T23:56:49.576254] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPH'.
[2025-10-14T23:56:49.576506] [INFO ] [FORECASTER] Starting predict_future for FPH
[2025-10-14T23:56:49.600845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:49.601494] [DEBUG] [LOCAL     ] No optimal features file found for FPH: ./output/feature-sets/FPH.txt
[2025-10-14T23:56:49.601546] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:49.601579] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:49.601606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:49.601685] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:49.618660] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:49.619190] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:49.619268] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:49.619301] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:49.652786] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:49.652867] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:49.652903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:49.652931] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:49.655888] [DEBUG] [FORECASTER] FPH: Forecast T+1@11:T+2@11: UP (p=87.82%)
[2025-10-14T23:56:49.656136] [INFO ] [FORECASTER] Completed predict_future for FPH
[2025-10-14T23:56:49.656262] [INFO ] [sig       ] FPH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:49.792310] [INFO ] [LOCAL     ] Saved forecast: FPH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FPH.txt
[2025-10-14T23:56:49.792514] [INFO ] [sig       ] [716/1812] Completed FPH in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:49.792554] [INFO ] [sig       ] [717/1812] Forecasting FPI...
[2025-10-14T23:56:49.792584] [INFO ] [sig       ] Generating forecast for: FPI
[2025-10-14T23:56:49.792616] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPI' from 'https://tdm.silogroup.org/data/derivative_storage/FPI.csv'.
[2025-10-14T23:56:49.800939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPI'.
[2025-10-14T23:56:49.801199] [INFO ] [FORECASTER] Starting predict_future for FPI
[2025-10-14T23:56:49.825248] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:49.825941] [DEBUG] [LOCAL     ] No optimal features file found for FPI: ./output/feature-sets/FPI.txt
[2025-10-14T23:56:49.825994] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:49.826025] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:49.826053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:49.826109] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:49.842931] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:49.843510] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:49.843586] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:49.843619] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:49.876253] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:49.876347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:49.876383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:49.876411] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:49.879412] [DEBUG] [FORECASTER] FPI: Forecast T+1@11:T+2@11: UP (p=97.02%)
[2025-10-14T23:56:49.879678] [INFO ] [FORECASTER] Completed predict_future for FPI
[2025-10-14T23:56:49.879816] [INFO ] [sig       ] FPI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:50.015890] [INFO ] [LOCAL     ] Saved forecast: FPI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FPI.txt
[2025-10-14T23:56:50.016071] [INFO ] [sig       ] [717/1812] Completed FPI in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:50.016112] [INFO ] [sig       ] [718/1812] Forecasting FR...
[2025-10-14T23:56:50.016143] [INFO ] [sig       ] Generating forecast for: FR
[2025-10-14T23:56:50.016174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FR' from 'https://tdm.silogroup.org/data/derivative_storage/FR.csv'.
[2025-10-14T23:56:50.025099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FR'.
[2025-10-14T23:56:50.025453] [INFO ] [FORECASTER] Starting predict_future for FR
[2025-10-14T23:56:50.050058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:50.050814] [DEBUG] [LOCAL     ] No optimal features file found for FR: ./output/feature-sets/FR.txt
[2025-10-14T23:56:50.050868] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:50.050901] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:50.050928] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:50.050985] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:50.068033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:50.068672] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:50.068759] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:50.068793] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:50.100032] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:50.100174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:50.100214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:50.100243] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:50.103544] [DEBUG] [FORECASTER] FR: Forecast T+1@11:T+2@11: DOWN (p=26.41%)
[2025-10-14T23:56:50.103843] [INFO ] [FORECASTER] Completed predict_future for FR
[2025-10-14T23:56:50.104347] [INFO ] [sig       ] FR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:50.241769] [INFO ] [LOCAL     ] Saved forecast: FR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FR.txt
[2025-10-14T23:56:50.242041] [INFO ] [sig       ] [718/1812] Completed FR in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:50.242085] [INFO ] [sig       ] [719/1812] Forecasting FRA...
[2025-10-14T23:56:50.242116] [INFO ] [sig       ] Generating forecast for: FRA
[2025-10-14T23:56:50.242147] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRA' from 'https://tdm.silogroup.org/data/derivative_storage/FRA.csv'.
[2025-10-14T23:56:50.250715] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRA'.
[2025-10-14T23:56:50.251051] [INFO ] [FORECASTER] Starting predict_future for FRA
[2025-10-14T23:56:50.275329] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:50.276027] [DEBUG] [LOCAL     ] No optimal features file found for FRA: ./output/feature-sets/FRA.txt
[2025-10-14T23:56:50.276080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:50.276112] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:50.276157] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:50.276215] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:50.292910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:50.293428] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:50.293504] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:50.293536] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:50.324199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:50.324277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:50.324312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:50.324341] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:50.327285] [DEBUG] [FORECASTER] FRA: Forecast T+1@11:T+2@11: UP (p=75.99%)
[2025-10-14T23:56:50.327528] [INFO ] [FORECASTER] Completed predict_future for FRA
[2025-10-14T23:56:50.327680] [INFO ] [sig       ] FRA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:50.463296] [INFO ] [LOCAL     ] Saved forecast: FRA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FRA.txt
[2025-10-14T23:56:50.463527] [INFO ] [sig       ] [719/1812] Completed FRA in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:50.463569] [INFO ] [sig       ] [720/1812] Forecasting FRGE...
[2025-10-14T23:56:50.463599] [INFO ] [sig       ] Generating forecast for: FRGE
[2025-10-14T23:56:50.463629] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRGE' from 'https://tdm.silogroup.org/data/derivative_storage/FRGE.csv'.
[2025-10-14T23:56:50.472373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRGE'.
[2025-10-14T23:56:50.472661] [INFO ] [FORECASTER] Starting predict_future for FRGE
[2025-10-14T23:56:50.497183] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:50.497878] [DEBUG] [LOCAL     ] No optimal features file found for FRGE: ./output/feature-sets/FRGE.txt
[2025-10-14T23:56:50.497932] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:50.497964] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:50.497992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:50.498052] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:50.514960] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:50.515479] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:50.515555] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:50.515588] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:50.551054] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:50.551156] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:50.551192] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:50.551220] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:50.554339] [DEBUG] [FORECASTER] FRGE: Forecast T+1@11:T+2@11: DOWN (p=35.53%)
[2025-10-14T23:56:50.554590] [INFO ] [FORECASTER] Completed predict_future for FRGE
[2025-10-14T23:56:50.554763] [INFO ] [sig       ] FRGE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:50.690118] [INFO ] [LOCAL     ] Saved forecast: FRGE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FRGE.txt
[2025-10-14T23:56:50.690315] [INFO ] [sig       ] [720/1812] Completed FRGE in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:50.690357] [INFO ] [sig       ] [721/1812] Forecasting FRO...
[2025-10-14T23:56:50.690388] [INFO ] [sig       ] Generating forecast for: FRO
[2025-10-14T23:56:50.690419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRO' from 'https://tdm.silogroup.org/data/derivative_storage/FRO.csv'.
[2025-10-14T23:56:50.698750] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRO'.
[2025-10-14T23:56:50.699036] [INFO ] [FORECASTER] Starting predict_future for FRO
[2025-10-14T23:56:50.723224] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:50.723920] [DEBUG] [LOCAL     ] No optimal features file found for FRO: ./output/feature-sets/FRO.txt
[2025-10-14T23:56:50.723973] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:50.724006] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:50.724033] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:50.724089] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:50.741135] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:50.741694] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:50.741779] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:50.741812] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:50.777404] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:50.777483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:50.777518] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:50.777546] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:50.780588] [DEBUG] [FORECASTER] FRO: Forecast T+1@11:T+2@11: DOWN (p=42.99%)
[2025-10-14T23:56:50.780860] [INFO ] [FORECASTER] Completed predict_future for FRO
[2025-10-14T23:56:50.780996] [INFO ] [sig       ] FRO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:50.917168] [INFO ] [LOCAL     ] Saved forecast: FRO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FRO.txt
[2025-10-14T23:56:50.917382] [INFO ] [sig       ] [721/1812] Completed FRO in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:50.917423] [INFO ] [sig       ] [722/1812] Forecasting FRT...
[2025-10-14T23:56:50.917453] [INFO ] [sig       ] Generating forecast for: FRT
[2025-10-14T23:56:50.917530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRT' from 'https://tdm.silogroup.org/data/derivative_storage/FRT.csv'.
[2025-10-14T23:56:50.925736] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRT'.
[2025-10-14T23:56:50.926006] [INFO ] [FORECASTER] Starting predict_future for FRT
[2025-10-14T23:56:50.950282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:50.951212] [DEBUG] [LOCAL     ] No optimal features file found for FRT: ./output/feature-sets/FRT.txt
[2025-10-14T23:56:50.951264] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:50.951296] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:50.951323] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:50.951379] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:50.968372] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:50.968930] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:50.969009] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:50.969042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:51.003948] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:51.004032] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:51.004067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:51.004096] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:51.007099] [DEBUG] [FORECASTER] FRT: Forecast T+1@11:T+2@11: DOWN (p=18.70%)
[2025-10-14T23:56:51.007354] [INFO ] [FORECASTER] Completed predict_future for FRT
[2025-10-14T23:56:51.007497] [INFO ] [sig       ] FRT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:51.145946] [INFO ] [LOCAL     ] Saved forecast: FRT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FRT.txt
[2025-10-14T23:56:51.146160] [INFO ] [sig       ] [722/1812] Completed FRT in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:51.146205] [INFO ] [sig       ] [723/1812] Forecasting FSCO...
[2025-10-14T23:56:51.146236] [INFO ] [sig       ] Generating forecast for: FSCO
[2025-10-14T23:56:51.146267] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSCO' from 'https://tdm.silogroup.org/data/derivative_storage/FSCO.csv'.
[2025-10-14T23:56:51.154226] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSCO'.
[2025-10-14T23:56:51.154596] [INFO ] [FORECASTER] Starting predict_future for FSCO
[2025-10-14T23:56:51.178861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:51.179504] [DEBUG] [LOCAL     ] No optimal features file found for FSCO: ./output/feature-sets/FSCO.txt
[2025-10-14T23:56:51.179556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:51.179588] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:51.179616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:51.179699] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:51.196389] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:51.197000] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:51.197081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:51.197114] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:51.231199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:51.231286] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:51.231323] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:51.231354] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:51.234445] [DEBUG] [FORECASTER] FSCO: Forecast T+1@11:T+2@11: UP (p=83.78%)
[2025-10-14T23:56:51.234776] [INFO ] [FORECASTER] Completed predict_future for FSCO
[2025-10-14T23:56:51.234925] [INFO ] [sig       ] FSCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:51.371111] [INFO ] [LOCAL     ] Saved forecast: FSCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FSCO.txt
[2025-10-14T23:56:51.371334] [INFO ] [sig       ] [723/1812] Completed FSCO in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:51.371377] [INFO ] [sig       ] [724/1812] Forecasting FSK...
[2025-10-14T23:56:51.371408] [INFO ] [sig       ] Generating forecast for: FSK
[2025-10-14T23:56:51.371439] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSK' from 'https://tdm.silogroup.org/data/derivative_storage/FSK.csv'.
[2025-10-14T23:56:51.380466] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSK'.
[2025-10-14T23:56:51.380786] [INFO ] [FORECASTER] Starting predict_future for FSK
[2025-10-14T23:56:51.405123] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:51.405918] [DEBUG] [LOCAL     ] No optimal features file found for FSK: ./output/feature-sets/FSK.txt
[2025-10-14T23:56:51.405972] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:51.406006] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:51.406033] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:51.406088] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:51.423261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:51.423806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:51.423882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:51.423915] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:51.459703] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:51.459788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:51.459841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:51.459872] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:51.462898] [DEBUG] [FORECASTER] FSK: Forecast T+1@11:T+2@11: DOWN (p=15.80%)
[2025-10-14T23:56:51.463144] [INFO ] [FORECASTER] Completed predict_future for FSK
[2025-10-14T23:56:51.463266] [INFO ] [sig       ] FSK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:51.601615] [INFO ] [LOCAL     ] Saved forecast: FSK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FSK.txt
[2025-10-14T23:56:51.601845] [INFO ] [sig       ] [724/1812] Completed FSK in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:51.601893] [INFO ] [sig       ] [725/1812] Forecasting FSLY...
[2025-10-14T23:56:51.601924] [INFO ] [sig       ] Generating forecast for: FSLY
[2025-10-14T23:56:51.601955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSLY' from 'https://tdm.silogroup.org/data/derivative_storage/FSLY.csv'.
[2025-10-14T23:56:51.610479] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSLY'.
[2025-10-14T23:56:51.610760] [INFO ] [FORECASTER] Starting predict_future for FSLY
[2025-10-14T23:56:51.635130] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:51.635820] [DEBUG] [LOCAL     ] No optimal features file found for FSLY: ./output/feature-sets/FSLY.txt
[2025-10-14T23:56:51.635906] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:51.635945] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:51.635974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:51.636031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:51.653351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:51.653904] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:51.653981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:51.654015] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:51.690899] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:51.690977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:51.691012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:51.691040] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:51.693987] [DEBUG] [FORECASTER] FSLY: Forecast T+1@11:T+2@11: DOWN (p=42.45%)
[2025-10-14T23:56:51.694232] [INFO ] [FORECASTER] Completed predict_future for FSLY
[2025-10-14T23:56:51.694364] [INFO ] [sig       ] FSLY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:51.833303] [INFO ] [LOCAL     ] Saved forecast: FSLY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FSLY.txt
[2025-10-14T23:56:51.833531] [INFO ] [sig       ] [725/1812] Completed FSLY in 0.2s | 4.24 sym/s | Total: 2.8m | ETA: 4.3m
[2025-10-14T23:56:51.833572] [INFO ] [sig       ] [726/1812] Forecasting FSM...
[2025-10-14T23:56:51.833602] [INFO ] [sig       ] Generating forecast for: FSM
[2025-10-14T23:56:51.833633] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSM' from 'https://tdm.silogroup.org/data/derivative_storage/FSM.csv'.
[2025-10-14T23:56:51.842714] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSM'.
[2025-10-14T23:56:51.843080] [INFO ] [FORECASTER] Starting predict_future for FSM
[2025-10-14T23:56:51.869184] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:51.870020] [DEBUG] [LOCAL     ] No optimal features file found for FSM: ./output/feature-sets/FSM.txt
[2025-10-14T23:56:51.870076] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:51.870109] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:51.870160] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:51.870219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:51.888578] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:51.889233] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:51.889317] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:51.889359] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:51.925076] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:51.925218] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:51.925257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:51.925286] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:51.928791] [DEBUG] [FORECASTER] FSM: Forecast T+1@11:T+2@11: DOWN (p=20.00%)
[2025-10-14T23:56:51.929066] [INFO ] [FORECASTER] Completed predict_future for FSM
[2025-10-14T23:56:51.929223] [INFO ] [sig       ] FSM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:52.073434] [INFO ] [LOCAL     ] Saved forecast: FSM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FSM.txt
[2025-10-14T23:56:52.073731] [INFO ] [sig       ] [726/1812] Completed FSM in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-14T23:56:52.073793] [INFO ] [sig       ] [727/1812] Forecasting FSS...
[2025-10-14T23:56:52.073826] [INFO ] [sig       ] Generating forecast for: FSS
[2025-10-14T23:56:52.073858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSS' from 'https://tdm.silogroup.org/data/derivative_storage/FSS.csv'.
[2025-10-14T23:56:52.082230] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSS'.
[2025-10-14T23:56:52.082508] [INFO ] [FORECASTER] Starting predict_future for FSS
[2025-10-14T23:56:52.107418] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:52.108222] [DEBUG] [LOCAL     ] No optimal features file found for FSS: ./output/feature-sets/FSS.txt
[2025-10-14T23:56:52.108277] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:52.108310] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:52.108339] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:52.108397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:52.125562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:52.126234] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:52.126314] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:52.126347] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:52.164062] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:52.164232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:52.164273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:52.164303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:52.167850] [DEBUG] [FORECASTER] FSS: Forecast T+1@11:T+2@11: DOWN (p=47.80%)
[2025-10-14T23:56:52.168159] [INFO ] [FORECASTER] Completed predict_future for FSS
[2025-10-14T23:56:52.168309] [INFO ] [sig       ] FSS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:52.309053] [INFO ] [LOCAL     ] Saved forecast: FSS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FSS.txt
[2025-10-14T23:56:52.309281] [INFO ] [sig       ] [727/1812] Completed FSS in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-14T23:56:52.309328] [INFO ] [sig       ] [728/1812] Forecasting FT...
[2025-10-14T23:56:52.309360] [INFO ] [sig       ] Generating forecast for: FT
[2025-10-14T23:56:52.309396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FT' from 'https://tdm.silogroup.org/data/derivative_storage/FT.csv'.
[2025-10-14T23:56:52.317759] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FT'.
[2025-10-14T23:56:52.318024] [INFO ] [FORECASTER] Starting predict_future for FT
[2025-10-14T23:56:52.343156] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:52.343963] [DEBUG] [LOCAL     ] No optimal features file found for FT: ./output/feature-sets/FT.txt
[2025-10-14T23:56:52.344021] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:52.344056] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:52.344096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:52.344162] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:52.361612] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:52.362175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:52.362285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:52.362323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:52.395306] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:52.395485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:52.395529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:52.395558] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:52.399245] [DEBUG] [FORECASTER] FT: Forecast T+1@11:T+2@11: UP (p=64.04%)
[2025-10-14T23:56:52.399551] [INFO ] [FORECASTER] Completed predict_future for FT
[2025-10-14T23:56:52.399732] [INFO ] [sig       ] FT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:52.540274] [INFO ] [LOCAL     ] Saved forecast: FT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FT.txt
[2025-10-14T23:56:52.540477] [INFO ] [sig       ] [728/1812] Completed FT in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-14T23:56:52.540518] [INFO ] [sig       ] [729/1812] Forecasting FTHY...
[2025-10-14T23:56:52.540549] [INFO ] [sig       ] Generating forecast for: FTHY
[2025-10-14T23:56:52.540580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTHY' from 'https://tdm.silogroup.org/data/derivative_storage/FTHY.csv'.
[2025-10-14T23:56:52.549440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTHY'.
[2025-10-14T23:56:52.549749] [INFO ] [FORECASTER] Starting predict_future for FTHY
[2025-10-14T23:56:52.574702] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:52.575409] [DEBUG] [LOCAL     ] No optimal features file found for FTHY: ./output/feature-sets/FTHY.txt
[2025-10-14T23:56:52.575463] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:52.575496] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:52.575526] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:52.575584] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:52.592790] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:52.593328] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:52.593416] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:52.593451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:52.626183] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:52.626313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:52.626354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:52.626387] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:52.629811] [DEBUG] [FORECASTER] FTHY: Forecast T+1@11:T+2@11: UP (p=98.08%)
[2025-10-14T23:56:52.630075] [INFO ] [FORECASTER] Completed predict_future for FTHY
[2025-10-14T23:56:52.630208] [INFO ] [sig       ] FTHY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:52.769294] [INFO ] [LOCAL     ] Saved forecast: FTHY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FTHY.txt
[2025-10-14T23:56:52.769599] [INFO ] [sig       ] [729/1812] Completed FTHY in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-14T23:56:52.769680] [INFO ] [sig       ] [730/1812] Forecasting FTI...
[2025-10-14T23:56:52.769743] [INFO ] [sig       ] Generating forecast for: FTI
[2025-10-14T23:56:52.769781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTI' from 'https://tdm.silogroup.org/data/derivative_storage/FTI.csv'.
[2025-10-14T23:56:52.778497] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTI'.
[2025-10-14T23:56:52.778809] [INFO ] [FORECASTER] Starting predict_future for FTI
[2025-10-14T23:56:52.803875] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:52.804683] [DEBUG] [LOCAL     ] No optimal features file found for FTI: ./output/feature-sets/FTI.txt
[2025-10-14T23:56:52.804742] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:52.804778] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:52.804806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:52.804864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:52.822415] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:52.823005] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:52.823089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:52.823124] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:52.856983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:52.857113] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:52.857154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:52.857185] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:52.860623] [DEBUG] [FORECASTER] FTI: Forecast T+1@11:T+2@11: DOWN (p=0.29%)
[2025-10-14T23:56:52.860943] [INFO ] [FORECASTER] Completed predict_future for FTI
[2025-10-14T23:56:52.861089] [INFO ] [sig       ] FTI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:53.001817] [INFO ] [LOCAL     ] Saved forecast: FTI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FTI.txt
[2025-10-14T23:56:53.002058] [INFO ] [sig       ] [730/1812] Completed FTI in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-14T23:56:53.002107] [INFO ] [sig       ] [731/1812] Forecasting FTK...
[2025-10-14T23:56:53.002140] [INFO ] [sig       ] Generating forecast for: FTK
[2025-10-14T23:56:53.002172] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTK' from 'https://tdm.silogroup.org/data/derivative_storage/FTK.csv'.
[2025-10-14T23:56:53.011162] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTK'.
[2025-10-14T23:56:53.011446] [INFO ] [FORECASTER] Starting predict_future for FTK
[2025-10-14T23:56:53.036354] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:53.037090] [DEBUG] [LOCAL     ] No optimal features file found for FTK: ./output/feature-sets/FTK.txt
[2025-10-14T23:56:53.037149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:53.037183] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:53.037213] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:53.037271] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:53.054867] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:53.055394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:53.055477] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:53.055510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:53.089871] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:53.089952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:53.089988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:53.090034] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:53.095634] [DEBUG] [FORECASTER] FTK: Forecast T+1@11:T+2@11: UP (p=96.03%)
[2025-10-14T23:56:53.095931] [INFO ] [FORECASTER] Completed predict_future for FTK
[2025-10-14T23:56:53.096066] [INFO ] [sig       ] FTK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:53.234862] [INFO ] [LOCAL     ] Saved forecast: FTK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FTK.txt
[2025-10-14T23:56:53.235093] [INFO ] [sig       ] [731/1812] Completed FTK in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:53.235147] [INFO ] [sig       ] [732/1812] Forecasting FTS...
[2025-10-14T23:56:53.235188] [INFO ] [sig       ] Generating forecast for: FTS
[2025-10-14T23:56:53.235221] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTS' from 'https://tdm.silogroup.org/data/derivative_storage/FTS.csv'.
[2025-10-14T23:56:53.243595] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTS'.
[2025-10-14T23:56:53.243875] [INFO ] [FORECASTER] Starting predict_future for FTS
[2025-10-14T23:56:53.268916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:53.269609] [DEBUG] [LOCAL     ] No optimal features file found for FTS: ./output/feature-sets/FTS.txt
[2025-10-14T23:56:53.269688] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:53.269735] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:53.269765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:53.269822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:53.286841] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:53.287407] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:53.287489] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:53.287523] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:53.322461] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:53.322539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:53.322574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:53.322602] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:53.325558] [DEBUG] [FORECASTER] FTS: Forecast T+1@11:T+2@11: DOWN (p=30.30%)
[2025-10-14T23:56:53.325836] [INFO ] [FORECASTER] Completed predict_future for FTS
[2025-10-14T23:56:53.325970] [INFO ] [sig       ] FTS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:53.461405] [INFO ] [LOCAL     ] Saved forecast: FTS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FTS.txt
[2025-10-14T23:56:53.461633] [INFO ] [sig       ] [732/1812] Completed FTS in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:53.461711] [INFO ] [sig       ] [733/1812] Forecasting FTV...
[2025-10-14T23:56:53.461749] [INFO ] [sig       ] Generating forecast for: FTV
[2025-10-14T23:56:53.461780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTV' from 'https://tdm.silogroup.org/data/derivative_storage/FTV.csv'.
[2025-10-14T23:56:53.470872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTV'.
[2025-10-14T23:56:53.471202] [INFO ] [FORECASTER] Starting predict_future for FTV
[2025-10-14T23:56:53.496486] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:53.497227] [DEBUG] [LOCAL     ] No optimal features file found for FTV: ./output/feature-sets/FTV.txt
[2025-10-14T23:56:53.497282] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:53.497315] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:53.497344] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:53.497423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:53.515079] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:53.515620] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:53.515725] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:53.515767] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:53.546108] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:53.546193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:53.546229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:53.546258] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:53.549293] [DEBUG] [FORECASTER] FTV: Forecast T+1@11:T+2@11: DOWN (p=8.00%)
[2025-10-14T23:56:53.549549] [INFO ] [FORECASTER] Completed predict_future for FTV
[2025-10-14T23:56:53.549705] [INFO ] [sig       ] FTV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:53.692314] [INFO ] [LOCAL     ] Saved forecast: FTV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FTV.txt
[2025-10-14T23:56:53.692548] [INFO ] [sig       ] [733/1812] Completed FTV in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:53.692596] [INFO ] [sig       ] [734/1812] Forecasting FTWO...
[2025-10-14T23:56:53.692629] [INFO ] [sig       ] Generating forecast for: FTWO
[2025-10-14T23:56:53.692698] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTWO' from 'https://tdm.silogroup.org/data/derivative_storage/FTWO.csv'.
[2025-10-14T23:56:53.700543] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'FTWO'.
[2025-10-14T23:56:53.700836] [INFO ] [FORECASTER] Starting predict_future for FTWO
[2025-10-14T23:56:53.725784] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:53.726494] [DEBUG] [LOCAL     ] No optimal features file found for FTWO: ./output/feature-sets/FTWO.txt
[2025-10-14T23:56:53.726548] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:53.726580] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:53.726608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:53.726686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:53.744307] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:53.744913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:53.744995] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:53.745028] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:53.780013] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:53.780198] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:53.780243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:53.780274] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:53.783990] [DEBUG] [FORECASTER] FTWO: Forecast T+1@11:T+2@11: UP (p=96.67%)
[2025-10-14T23:56:53.784295] [INFO ] [FORECASTER] Completed predict_future for FTWO
[2025-10-14T23:56:53.784457] [INFO ] [sig       ] FTWO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:53.922744] [INFO ] [LOCAL     ] Saved forecast: FTWO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FTWO.txt
[2025-10-14T23:56:53.922995] [INFO ] [sig       ] [734/1812] Completed FTWO in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:53.923081] [INFO ] [sig       ] [735/1812] Forecasting FUBO...
[2025-10-14T23:56:53.923121] [INFO ] [sig       ] Generating forecast for: FUBO
[2025-10-14T23:56:53.923153] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUBO' from 'https://tdm.silogroup.org/data/derivative_storage/FUBO.csv'.
[2025-10-14T23:56:53.932341] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUBO'.
[2025-10-14T23:56:53.932708] [INFO ] [FORECASTER] Starting predict_future for FUBO
[2025-10-14T23:56:53.957478] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:53.958225] [DEBUG] [LOCAL     ] No optimal features file found for FUBO: ./output/feature-sets/FUBO.txt
[2025-10-14T23:56:53.958279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:53.958311] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:53.958346] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:53.958402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:53.974992] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:53.975506] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:53.975588] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:53.975621] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:54.011083] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:54.011175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:54.011211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:54.011240] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:54.014262] [DEBUG] [FORECASTER] FUBO: Forecast T+1@11:T+2@11: UP (p=92.77%)
[2025-10-14T23:56:54.014512] [INFO ] [FORECASTER] Completed predict_future for FUBO
[2025-10-14T23:56:54.014665] [INFO ] [sig       ] FUBO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:54.151039] [INFO ] [LOCAL     ] Saved forecast: FUBO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FUBO.txt
[2025-10-14T23:56:54.151243] [INFO ] [sig       ] [735/1812] Completed FUBO in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:54.151284] [INFO ] [sig       ] [736/1812] Forecasting FUL...
[2025-10-14T23:56:54.151314] [INFO ] [sig       ] Generating forecast for: FUL
[2025-10-14T23:56:54.151344] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUL' from 'https://tdm.silogroup.org/data/derivative_storage/FUL.csv'.
[2025-10-14T23:56:54.160239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUL'.
[2025-10-14T23:56:54.160503] [INFO ] [FORECASTER] Starting predict_future for FUL
[2025-10-14T23:56:54.184613] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:54.185283] [DEBUG] [LOCAL     ] No optimal features file found for FUL: ./output/feature-sets/FUL.txt
[2025-10-14T23:56:54.185335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:54.185367] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:54.185394] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:54.185450] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:54.202207] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:54.202784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:54.202862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:54.202895] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:54.239110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:54.239191] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:54.239227] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:54.239256] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:54.242259] [DEBUG] [FORECASTER] FUL: Forecast T+1@11:T+2@11: DOWN (p=13.96%)
[2025-10-14T23:56:54.242508] [INFO ] [FORECASTER] Completed predict_future for FUL
[2025-10-14T23:56:54.242637] [INFO ] [sig       ] FUL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:54.379032] [INFO ] [LOCAL     ] Saved forecast: FUL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FUL.txt
[2025-10-14T23:56:54.379226] [INFO ] [sig       ] [736/1812] Completed FUL in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:54.379275] [INFO ] [sig       ] [737/1812] Forecasting FUN...
[2025-10-14T23:56:54.379306] [INFO ] [sig       ] Generating forecast for: FUN
[2025-10-14T23:56:54.379337] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUN' from 'https://tdm.silogroup.org/data/derivative_storage/FUN.csv'.
[2025-10-14T23:56:54.387555] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUN'.
[2025-10-14T23:56:54.387832] [INFO ] [FORECASTER] Starting predict_future for FUN
[2025-10-14T23:56:54.412237] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:54.412956] [DEBUG] [LOCAL     ] No optimal features file found for FUN: ./output/feature-sets/FUN.txt
[2025-10-14T23:56:54.413010] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:54.413043] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:54.413071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:54.413127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:54.430015] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:54.430530] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:54.430611] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:54.430667] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:54.465978] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:54.466056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:54.466091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:54.466120] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:54.469086] [DEBUG] [FORECASTER] FUN: Forecast T+1@11:T+2@11: DOWN (p=23.29%)
[2025-10-14T23:56:54.469329] [INFO ] [FORECASTER] Completed predict_future for FUN
[2025-10-14T23:56:54.469457] [INFO ] [sig       ] FUN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:54.611897] [INFO ] [LOCAL     ] Saved forecast: FUN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FUN.txt
[2025-10-14T23:56:54.612172] [INFO ] [sig       ] [737/1812] Completed FUN in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:54.612215] [INFO ] [sig       ] [738/1812] Forecasting FVR...
[2025-10-14T23:56:54.612246] [INFO ] [sig       ] Generating forecast for: FVR
[2025-10-14T23:56:54.612305] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FVR' from 'https://tdm.silogroup.org/data/derivative_storage/FVR.csv'.
[2025-10-14T23:56:54.621132] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FVR'.
[2025-10-14T23:56:54.621445] [INFO ] [FORECASTER] Starting predict_future for FVR
[2025-10-14T23:56:54.649375] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:54.650171] [DEBUG] [LOCAL     ] No optimal features file found for FVR: ./output/feature-sets/FVR.txt
[2025-10-14T23:56:54.650226] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:54.650258] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:54.650286] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:54.650343] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:54.668047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:54.668738] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:54.668826] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:54.668861] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:54.704581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:54.704772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:54.704823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:54.704874] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:54.708799] [DEBUG] [FORECASTER] FVR: Forecast T+1@11:T+2@11: DOWN (p=23.31%)
[2025-10-14T23:56:54.709165] [INFO ] [FORECASTER] Completed predict_future for FVR
[2025-10-14T23:56:54.709349] [INFO ] [sig       ] FVR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:54.855379] [INFO ] [LOCAL     ] Saved forecast: FVR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FVR.txt
[2025-10-14T23:56:54.855668] [INFO ] [sig       ] [738/1812] Completed FVR in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:54.855729] [INFO ] [sig       ] [739/1812] Forecasting FVRR...
[2025-10-14T23:56:54.855762] [INFO ] [sig       ] Generating forecast for: FVRR
[2025-10-14T23:56:54.855793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FVRR' from 'https://tdm.silogroup.org/data/derivative_storage/FVRR.csv'.
[2025-10-14T23:56:54.865112] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FVRR'.
[2025-10-14T23:56:54.865447] [INFO ] [FORECASTER] Starting predict_future for FVRR
[2025-10-14T23:56:54.889986] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:54.890635] [DEBUG] [LOCAL     ] No optimal features file found for FVRR: ./output/feature-sets/FVRR.txt
[2025-10-14T23:56:54.890715] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:54.890751] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:54.890779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:54.890835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:54.907406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:54.907956] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:54.908038] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:54.908097] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:54.942970] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:54.943051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:54.943087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:54.943114] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:54.946052] [DEBUG] [FORECASTER] FVRR: Forecast T+1@11:T+2@11: UP (p=87.06%)
[2025-10-14T23:56:54.946293] [INFO ] [FORECASTER] Completed predict_future for FVRR
[2025-10-14T23:56:54.946420] [INFO ] [sig       ] FVRR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:55.082145] [INFO ] [LOCAL     ] Saved forecast: FVRR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/FVRR.txt
[2025-10-14T23:56:55.082360] [INFO ] [sig       ] [739/1812] Completed FVRR in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:55.082401] [INFO ] [sig       ] [740/1812] Forecasting FXED...
[2025-10-14T23:56:55.082434] [INFO ] [sig       ] Generating forecast for: FXED
[2025-10-14T23:56:55.082466] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FXED' from 'https://tdm.silogroup.org/data/derivative_storage/FXED.csv'.
[2025-10-14T23:56:55.090399] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'FXED'.
[2025-10-14T23:56:55.090712] [INFO ] [FORECASTER] Starting predict_future for FXED
[2025-10-14T23:56:55.115172] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:55.115855] [DEBUG] [LOCAL     ] No optimal features file found for FXED: ./output/feature-sets/FXED.txt
[2025-10-14T23:56:55.115908] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:55.115940] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:55.115967] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:55.116022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:55.132737] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:55.133246] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:55.133324] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:55.133356] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:55.166592] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:55.166700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:55.166748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:55.166777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:55.169839] [DEBUG] [FORECASTER] FXED: Forecast T+1@11:T+2@11: DOWN (p=18.11%)
[2025-10-14T23:56:55.170089] [INFO ] [FORECASTER] Completed predict_future for FXED
[2025-10-14T23:56:55.170217] [INFO ] [sig       ] FXED: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:55.306057] [INFO ] [LOCAL     ] Saved forecast: FXED	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/FXED.txt
[2025-10-14T23:56:55.306287] [INFO ] [sig       ] [740/1812] Completed FXED in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:55.306328] [INFO ] [sig       ] [741/1812] Forecasting G...
[2025-10-14T23:56:55.306359] [INFO ] [sig       ] Generating forecast for: G
[2025-10-14T23:56:55.306390] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'G' from 'https://tdm.silogroup.org/data/derivative_storage/G.csv'.
[2025-10-14T23:56:55.315920] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'G'.
[2025-10-14T23:56:55.316251] [INFO ] [FORECASTER] Starting predict_future for G
[2025-10-14T23:56:55.340691] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:55.341336] [DEBUG] [LOCAL     ] No optimal features file found for G: ./output/feature-sets/G.txt
[2025-10-14T23:56:55.341388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:55.341421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:55.341448] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:55.341555] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:55.358343] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:55.358964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:55.359048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:55.359084] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:55.394757] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:55.394928] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:55.394969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:55.394997] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:55.398379] [DEBUG] [FORECASTER] G: Forecast T+1@11:T+2@11: DOWN (p=19.68%)
[2025-10-14T23:56:55.398640] [INFO ] [FORECASTER] Completed predict_future for G
[2025-10-14T23:56:55.398812] [INFO ] [sig       ] G: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:55.536482] [INFO ] [LOCAL     ] Saved forecast: G	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/G.txt
[2025-10-14T23:56:55.536694] [INFO ] [sig       ] [741/1812] Completed G in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:55.536753] [INFO ] [sig       ] [742/1812] Forecasting GAB...
[2025-10-14T23:56:55.536786] [INFO ] [sig       ] Generating forecast for: GAB
[2025-10-14T23:56:55.536818] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAB' from 'https://tdm.silogroup.org/data/derivative_storage/GAB.csv'.
[2025-10-14T23:56:55.545346] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAB'.
[2025-10-14T23:56:55.545612] [INFO ] [FORECASTER] Starting predict_future for GAB
[2025-10-14T23:56:55.570473] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:55.571279] [DEBUG] [LOCAL     ] No optimal features file found for GAB: ./output/feature-sets/GAB.txt
[2025-10-14T23:56:55.571334] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:55.571367] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:55.571395] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:55.571451] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:55.588392] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:55.589165] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:55.589247] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:55.589281] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:55.624394] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:55.624472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:55.624507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:55.624535] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:55.627589] [DEBUG] [FORECASTER] GAB: Forecast T+1@11:T+2@11: UP (p=82.48%)
[2025-10-14T23:56:55.627863] [INFO ] [FORECASTER] Completed predict_future for GAB
[2025-10-14T23:56:55.627997] [INFO ] [sig       ] GAB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:55.766822] [INFO ] [LOCAL     ] Saved forecast: GAB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GAB.txt
[2025-10-14T23:56:55.767021] [INFO ] [sig       ] [742/1812] Completed GAB in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:55.767062] [INFO ] [sig       ] [743/1812] Forecasting GAM...
[2025-10-14T23:56:55.767093] [INFO ] [sig       ] Generating forecast for: GAM
[2025-10-14T23:56:55.767123] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAM' from 'https://tdm.silogroup.org/data/derivative_storage/GAM.csv'.
[2025-10-14T23:56:55.775938] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAM'.
[2025-10-14T23:56:55.776270] [INFO ] [FORECASTER] Starting predict_future for GAM
[2025-10-14T23:56:55.800803] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:55.801479] [DEBUG] [LOCAL     ] No optimal features file found for GAM: ./output/feature-sets/GAM.txt
[2025-10-14T23:56:55.801544] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:55.801584] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:55.801614] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:55.801693] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:55.818687] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:55.819215] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:55.819292] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:55.819325] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:55.851376] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:55.851497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:55.851535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:55.851564] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:55.854724] [DEBUG] [FORECASTER] GAM: Forecast T+1@11:T+2@11: DOWN (p=22.66%)
[2025-10-14T23:56:55.854983] [INFO ] [FORECASTER] Completed predict_future for GAM
[2025-10-14T23:56:55.855113] [INFO ] [sig       ] GAM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:55.991825] [INFO ] [LOCAL     ] Saved forecast: GAM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GAM.txt
[2025-10-14T23:56:55.992045] [INFO ] [sig       ] [743/1812] Completed GAM in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:55.992094] [INFO ] [sig       ] [744/1812] Forecasting GAP...
[2025-10-14T23:56:55.992125] [INFO ] [sig       ] Generating forecast for: GAP
[2025-10-14T23:56:55.992157] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAP' from 'https://tdm.silogroup.org/data/derivative_storage/GAP.csv'.
[2025-10-14T23:56:56.000517] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAP'.
[2025-10-14T23:56:56.000831] [INFO ] [FORECASTER] Starting predict_future for GAP
[2025-10-14T23:56:56.025128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:56.025844] [DEBUG] [LOCAL     ] No optimal features file found for GAP: ./output/feature-sets/GAP.txt
[2025-10-14T23:56:56.025898] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:56.025930] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:56.025957] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:56.026013] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:56.042921] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:56.043468] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:56.043548] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:56.043580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:56.074141] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:56.074269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:56.074336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:56.074366] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:56.079630] [DEBUG] [FORECASTER] GAP: Forecast T+1@11:T+2@11: UP (p=53.66%)
[2025-10-14T23:56:56.079930] [INFO ] [FORECASTER] Completed predict_future for GAP
[2025-10-14T23:56:56.080068] [INFO ] [sig       ] GAP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:56.219264] [INFO ] [LOCAL     ] Saved forecast: GAP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GAP.txt
[2025-10-14T23:56:56.219529] [INFO ] [sig       ] [744/1812] Completed GAP in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:56.219573] [INFO ] [sig       ] [745/1812] Forecasting GATX...
[2025-10-14T23:56:56.219604] [INFO ] [sig       ] Generating forecast for: GATX
[2025-10-14T23:56:56.219635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GATX' from 'https://tdm.silogroup.org/data/derivative_storage/GATX.csv'.
[2025-10-14T23:56:56.228509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GATX'.
[2025-10-14T23:56:56.228956] [INFO ] [FORECASTER] Starting predict_future for GATX
[2025-10-14T23:56:56.253748] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:56.254491] [DEBUG] [LOCAL     ] No optimal features file found for GATX: ./output/feature-sets/GATX.txt
[2025-10-14T23:56:56.254545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:56.254578] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:56.254607] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:56.254686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:56.271674] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:56.272463] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:56.272554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:56.272587] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:56.310872] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:56.311066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:56.311115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:56.311167] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:56.314771] [DEBUG] [FORECASTER] GATX: Forecast T+1@11:T+2@11: DOWN (p=34.04%)
[2025-10-14T23:56:56.315092] [INFO ] [FORECASTER] Completed predict_future for GATX
[2025-10-14T23:56:56.315243] [INFO ] [sig       ] GATX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:56.467555] [INFO ] [LOCAL     ] Saved forecast: GATX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GATX.txt
[2025-10-14T23:56:56.467831] [INFO ] [sig       ] [745/1812] Completed GATX in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:56.467893] [INFO ] [sig       ] [746/1812] Forecasting GBAB...
[2025-10-14T23:56:56.467926] [INFO ] [sig       ] Generating forecast for: GBAB
[2025-10-14T23:56:56.467958] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBAB' from 'https://tdm.silogroup.org/data/derivative_storage/GBAB.csv'.
[2025-10-14T23:56:56.476986] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBAB'.
[2025-10-14T23:56:56.477329] [INFO ] [FORECASTER] Starting predict_future for GBAB
[2025-10-14T23:56:56.502056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:56.502803] [DEBUG] [LOCAL     ] No optimal features file found for GBAB: ./output/feature-sets/GBAB.txt
[2025-10-14T23:56:56.502858] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:56.502892] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:56.502921] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:56.502979] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:56.520473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:56.521048] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:56.521129] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:56.521164] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:56.558384] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:56.558479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:56.558517] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:56.558546] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:56.561735] [DEBUG] [FORECASTER] GBAB: Forecast T+1@11:T+2@11: DOWN (p=35.59%)
[2025-10-14T23:56:56.561992] [INFO ] [FORECASTER] Completed predict_future for GBAB
[2025-10-14T23:56:56.562128] [INFO ] [sig       ] GBAB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:56.719166] [INFO ] [LOCAL     ] Saved forecast: GBAB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GBAB.txt
[2025-10-14T23:56:56.719425] [INFO ] [sig       ] [746/1812] Completed GBAB in 0.3s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:56.719468] [INFO ] [sig       ] [747/1812] Forecasting GBCI...
[2025-10-14T23:56:56.719498] [INFO ] [sig       ] Generating forecast for: GBCI
[2025-10-14T23:56:56.719529] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBCI' from 'https://tdm.silogroup.org/data/derivative_storage/GBCI.csv'.
[2025-10-14T23:56:56.727913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBCI'.
[2025-10-14T23:56:56.728302] [INFO ] [FORECASTER] Starting predict_future for GBCI
[2025-10-14T23:56:56.752908] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:56.753686] [DEBUG] [LOCAL     ] No optimal features file found for GBCI: ./output/feature-sets/GBCI.txt
[2025-10-14T23:56:56.753742] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:56.753776] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:56.753805] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:56.753861] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:56.771203] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:56.772068] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:56.772159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:56.772194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:56.808734] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:56.808870] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:56.808908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:56.808937] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:56.812092] [DEBUG] [FORECASTER] GBCI: Forecast T+1@11:T+2@11: DOWN (p=0.09%)
[2025-10-14T23:56:56.812347] [INFO ] [FORECASTER] Completed predict_future for GBCI
[2025-10-14T23:56:56.812482] [INFO ] [sig       ] GBCI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:56.949703] [INFO ] [LOCAL     ] Saved forecast: GBCI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GBCI.txt
[2025-10-14T23:56:56.949945] [INFO ] [sig       ] [747/1812] Completed GBCI in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:56.949988] [INFO ] [sig       ] [748/1812] Forecasting GBTG...
[2025-10-14T23:56:56.950019] [INFO ] [sig       ] Generating forecast for: GBTG
[2025-10-14T23:56:56.950050] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBTG' from 'https://tdm.silogroup.org/data/derivative_storage/GBTG.csv'.
[2025-10-14T23:56:56.958620] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBTG'.
[2025-10-14T23:56:56.958931] [INFO ] [FORECASTER] Starting predict_future for GBTG
[2025-10-14T23:56:56.983732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:56.984512] [DEBUG] [LOCAL     ] No optimal features file found for GBTG: ./output/feature-sets/GBTG.txt
[2025-10-14T23:56:56.984567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:56.984601] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:56.984629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:56.984723] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:57.001719] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:57.002435] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:57.002522] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:57.002557] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:57.039020] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:57.039148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:57.039186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:57.039215] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:57.042432] [DEBUG] [FORECASTER] GBTG: Forecast T+1@11:T+2@11: UP (p=99.22%)
[2025-10-14T23:56:57.042727] [INFO ] [FORECASTER] Completed predict_future for GBTG
[2025-10-14T23:56:57.042864] [INFO ] [sig       ] GBTG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:57.180038] [INFO ] [LOCAL     ] Saved forecast: GBTG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GBTG.txt
[2025-10-14T23:56:57.180259] [INFO ] [sig       ] [748/1812] Completed GBTG in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:57.180301] [INFO ] [sig       ] [749/1812] Forecasting GBX...
[2025-10-14T23:56:57.180331] [INFO ] [sig       ] Generating forecast for: GBX
[2025-10-14T23:56:57.180362] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBX' from 'https://tdm.silogroup.org/data/derivative_storage/GBX.csv'.
[2025-10-14T23:56:57.188552] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBX'.
[2025-10-14T23:56:57.188834] [INFO ] [FORECASTER] Starting predict_future for GBX
[2025-10-14T23:56:57.213049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:57.213848] [DEBUG] [LOCAL     ] No optimal features file found for GBX: ./output/feature-sets/GBX.txt
[2025-10-14T23:56:57.213903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:57.213936] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:57.213964] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:57.214021] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:57.230880] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:57.231461] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:57.231541] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:57.231573] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:57.265148] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:57.265251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:57.265288] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:57.265316] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:57.268488] [DEBUG] [FORECASTER] GBX: Forecast T+1@11:T+2@11: DOWN (p=32.17%)
[2025-10-14T23:56:57.268815] [INFO ] [FORECASTER] Completed predict_future for GBX
[2025-10-14T23:56:57.268955] [INFO ] [sig       ] GBX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:57.404399] [INFO ] [LOCAL     ] Saved forecast: GBX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GBX.txt
[2025-10-14T23:56:57.404599] [INFO ] [sig       ] [749/1812] Completed GBX in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:57.404660] [INFO ] [sig       ] [750/1812] Forecasting GCI...
[2025-10-14T23:56:57.404715] [INFO ] [sig       ] Generating forecast for: GCI
[2025-10-14T23:56:57.404749] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCI' from 'https://tdm.silogroup.org/data/derivative_storage/GCI.csv'.
[2025-10-14T23:56:57.413183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCI'.
[2025-10-14T23:56:57.413472] [INFO ] [FORECASTER] Starting predict_future for GCI
[2025-10-14T23:56:57.437740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:57.438510] [DEBUG] [LOCAL     ] No optimal features file found for GCI: ./output/feature-sets/GCI.txt
[2025-10-14T23:56:57.438563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:57.438596] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:57.438625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:57.438713] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:57.455321] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:57.455891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:57.455968] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:57.456002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:57.489564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:57.489690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:57.489742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:57.489773] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:57.492872] [DEBUG] [FORECASTER] GCI: Forecast T+1@11:T+2@11: UP (p=81.16%)
[2025-10-14T23:56:57.493125] [INFO ] [FORECASTER] Completed predict_future for GCI
[2025-10-14T23:56:57.493264] [INFO ] [sig       ] GCI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:57.628821] [INFO ] [LOCAL     ] Saved forecast: GCI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GCI.txt
[2025-10-14T23:56:57.629052] [INFO ] [sig       ] [750/1812] Completed GCI in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:57.629103] [INFO ] [sig       ] [751/1812] Forecasting GCTS...
[2025-10-14T23:56:57.629134] [INFO ] [sig       ] Generating forecast for: GCTS
[2025-10-14T23:56:57.629165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCTS' from 'https://tdm.silogroup.org/data/derivative_storage/GCTS.csv'.
[2025-10-14T23:56:57.637709] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCTS'.
[2025-10-14T23:56:57.638143] [INFO ] [FORECASTER] Starting predict_future for GCTS
[2025-10-14T23:56:57.662716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:57.663475] [DEBUG] [LOCAL     ] No optimal features file found for GCTS: ./output/feature-sets/GCTS.txt
[2025-10-14T23:56:57.663529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:57.663562] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:57.663589] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:57.663668] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:57.680749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:57.681546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:57.681627] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:57.681699] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:57.718372] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:57.718547] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:57.718588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:57.718617] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:57.722054] [DEBUG] [FORECASTER] GCTS: Forecast T+1@11:T+2@11: DOWN (p=39.01%)
[2025-10-14T23:56:57.722330] [INFO ] [FORECASTER] Completed predict_future for GCTS
[2025-10-14T23:56:57.722465] [INFO ] [sig       ] GCTS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:57.861539] [INFO ] [LOCAL     ] Saved forecast: GCTS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GCTS.txt
[2025-10-14T23:56:57.861814] [INFO ] [sig       ] [751/1812] Completed GCTS in 0.2s | 4.24 sym/s | Total: 2.9m | ETA: 4.2m
[2025-10-14T23:56:57.861877] [INFO ] [sig       ] [752/1812] Forecasting GCV...
[2025-10-14T23:56:57.861910] [INFO ] [sig       ] Generating forecast for: GCV
[2025-10-14T23:56:57.861941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCV' from 'https://tdm.silogroup.org/data/derivative_storage/GCV.csv'.
[2025-10-14T23:56:57.870186] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCV'.
[2025-10-14T23:56:57.870533] [INFO ] [FORECASTER] Starting predict_future for GCV
[2025-10-14T23:56:57.894906] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:57.895594] [DEBUG] [LOCAL     ] No optimal features file found for GCV: ./output/feature-sets/GCV.txt
[2025-10-14T23:56:57.895670] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:57.895722] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:57.895754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:57.895811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:57.912917] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:57.913437] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:57.913514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:57.913548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:57.946854] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:57.946952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:57.946989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:57.947035] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:57.950131] [DEBUG] [FORECASTER] GCV: Forecast T+1@11:T+2@11: UP (p=98.98%)
[2025-10-14T23:56:57.950379] [INFO ] [FORECASTER] Completed predict_future for GCV
[2025-10-14T23:56:57.950514] [INFO ] [sig       ] GCV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:58.087447] [INFO ] [LOCAL     ] Saved forecast: GCV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GCV.txt
[2025-10-14T23:56:58.087688] [INFO ] [sig       ] [752/1812] Completed GCV in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-14T23:56:58.087748] [INFO ] [sig       ] [753/1812] Forecasting GD...
[2025-10-14T23:56:58.087782] [INFO ] [sig       ] Generating forecast for: GD
[2025-10-14T23:56:58.087813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GD' from 'https://tdm.silogroup.org/data/derivative_storage/GD.csv'.
[2025-10-14T23:56:58.097083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GD'.
[2025-10-14T23:56:58.097428] [INFO ] [FORECASTER] Starting predict_future for GD
[2025-10-14T23:56:58.121927] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:58.122569] [DEBUG] [LOCAL     ] No optimal features file found for GD: ./output/feature-sets/GD.txt
[2025-10-14T23:56:58.122621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:58.122686] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:58.122731] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:58.122790] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:58.140057] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:58.140578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:58.140680] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:58.140740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:58.174537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:58.174730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:58.174783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:58.174814] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:58.178285] [DEBUG] [FORECASTER] GD: Forecast T+1@11:T+2@11: DOWN (p=5.69%)
[2025-10-14T23:56:58.178568] [INFO ] [FORECASTER] Completed predict_future for GD
[2025-10-14T23:56:58.178732] [INFO ] [sig       ] GD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:58.321297] [INFO ] [LOCAL     ] Saved forecast: GD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GD.txt
[2025-10-14T23:56:58.321524] [INFO ] [sig       ] [753/1812] Completed GD in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-14T23:56:58.321581] [INFO ] [sig       ] [754/1812] Forecasting GDDY...
[2025-10-14T23:56:58.321659] [INFO ] [sig       ] Generating forecast for: GDDY
[2025-10-14T23:56:58.321718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDDY' from 'https://tdm.silogroup.org/data/derivative_storage/GDDY.csv'.
[2025-10-14T23:56:58.329969] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDDY'.
[2025-10-14T23:56:58.330240] [INFO ] [FORECASTER] Starting predict_future for GDDY
[2025-10-14T23:56:58.354489] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:58.355179] [DEBUG] [LOCAL     ] No optimal features file found for GDDY: ./output/feature-sets/GDDY.txt
[2025-10-14T23:56:58.355233] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:58.355315] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:58.355353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:58.355411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:58.372518] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:58.373137] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:58.373215] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:58.373249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:58.405112] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:58.405208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:58.405244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:58.405274] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:58.408417] [DEBUG] [FORECASTER] GDDY: Forecast T+1@11:T+2@11: DOWN (p=1.78%)
[2025-10-14T23:56:58.408709] [INFO ] [FORECASTER] Completed predict_future for GDDY
[2025-10-14T23:56:58.408842] [INFO ] [sig       ] GDDY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:58.546341] [INFO ] [LOCAL     ] Saved forecast: GDDY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GDDY.txt
[2025-10-14T23:56:58.546540] [INFO ] [sig       ] [754/1812] Completed GDDY in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-14T23:56:58.546581] [INFO ] [sig       ] [755/1812] Forecasting GDIV...
[2025-10-14T23:56:58.546611] [INFO ] [sig       ] Generating forecast for: GDIV
[2025-10-14T23:56:58.546662] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDIV' from 'https://tdm.silogroup.org/data/derivative_storage/GDIV.csv'.
[2025-10-14T23:56:58.555484] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GDIV'.
[2025-10-14T23:56:58.555846] [INFO ] [FORECASTER] Starting predict_future for GDIV
[2025-10-14T23:56:58.580551] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:58.581258] [DEBUG] [LOCAL     ] No optimal features file found for GDIV: ./output/feature-sets/GDIV.txt
[2025-10-14T23:56:58.581310] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:58.581342] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:58.581369] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:58.581425] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:58.598384] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:58.598950] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:58.599029] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:58.599062] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:58.634797] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:58.634876] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:58.634911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:58.634938] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:58.637953] [DEBUG] [FORECASTER] GDIV: Forecast T+1@11:T+2@11: DOWN (p=1.50%)
[2025-10-14T23:56:58.638229] [INFO ] [FORECASTER] Completed predict_future for GDIV
[2025-10-14T23:56:58.638362] [INFO ] [sig       ] GDIV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:58.774800] [INFO ] [LOCAL     ] Saved forecast: GDIV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GDIV.txt
[2025-10-14T23:56:58.775048] [INFO ] [sig       ] [755/1812] Completed GDIV in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-14T23:56:58.775090] [INFO ] [sig       ] [756/1812] Forecasting GDL...
[2025-10-14T23:56:58.775120] [INFO ] [sig       ] Generating forecast for: GDL
[2025-10-14T23:56:58.775151] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDL' from 'https://tdm.silogroup.org/data/derivative_storage/GDL.csv'.
[2025-10-14T23:56:58.783021] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GDL'.
[2025-10-14T23:56:58.783291] [INFO ] [FORECASTER] Starting predict_future for GDL
[2025-10-14T23:56:58.807561] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:58.808294] [DEBUG] [LOCAL     ] No optimal features file found for GDL: ./output/feature-sets/GDL.txt
[2025-10-14T23:56:58.808347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:58.808379] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:58.808406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:58.808462] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:58.825390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:58.825942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:58.826019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:58.826053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:58.858343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:58.858431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:58.858467] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:58.858494] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:58.861520] [DEBUG] [FORECASTER] GDL: Forecast T+1@11:T+2@11: UP (p=68.29%)
[2025-10-14T23:56:58.861809] [INFO ] [FORECASTER] Completed predict_future for GDL
[2025-10-14T23:56:58.861945] [INFO ] [sig       ] GDL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:58.997806] [INFO ] [LOCAL     ] Saved forecast: GDL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GDL.txt
[2025-10-14T23:56:58.998018] [INFO ] [sig       ] [756/1812] Completed GDL in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:56:58.998076] [INFO ] [sig       ] [757/1812] Forecasting GDO...
[2025-10-14T23:56:58.998130] [INFO ] [sig       ] Generating forecast for: GDO
[2025-10-14T23:56:58.998163] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDO' from 'https://tdm.silogroup.org/data/derivative_storage/GDO.csv'.
[2025-10-14T23:56:59.006310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDO'.
[2025-10-14T23:56:59.006560] [INFO ] [FORECASTER] Starting predict_future for GDO
[2025-10-14T23:56:59.030878] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:59.031525] [DEBUG] [LOCAL     ] No optimal features file found for GDO: ./output/feature-sets/GDO.txt
[2025-10-14T23:56:59.031577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:59.031609] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:59.031636] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:59.031738] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:59.048490] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:59.049173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:59.049250] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:59.049282] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:59.082168] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:59.082282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:59.082319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:59.082348] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:59.085514] [DEBUG] [FORECASTER] GDO: Forecast T+1@11:T+2@11: DOWN (p=33.82%)
[2025-10-14T23:56:59.085815] [INFO ] [FORECASTER] Completed predict_future for GDO
[2025-10-14T23:56:59.085961] [INFO ] [sig       ] GDO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:59.221998] [INFO ] [LOCAL     ] Saved forecast: GDO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GDO.txt
[2025-10-14T23:56:59.222215] [INFO ] [sig       ] [757/1812] Completed GDO in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:56:59.222256] [INFO ] [sig       ] [758/1812] Forecasting GDOT...
[2025-10-14T23:56:59.222294] [INFO ] [sig       ] Generating forecast for: GDOT
[2025-10-14T23:56:59.222326] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDOT' from 'https://tdm.silogroup.org/data/derivative_storage/GDOT.csv'.
[2025-10-14T23:56:59.231337] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDOT'.
[2025-10-14T23:56:59.231699] [INFO ] [FORECASTER] Starting predict_future for GDOT
[2025-10-14T23:56:59.256208] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:59.257032] [DEBUG] [LOCAL     ] No optimal features file found for GDOT: ./output/feature-sets/GDOT.txt
[2025-10-14T23:56:59.257085] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:59.257118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:59.257145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:59.257201] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:59.274272] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:59.274830] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:59.274909] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:59.274942] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:59.310779] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:59.310886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:59.310923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:59.310952] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:59.314063] [DEBUG] [FORECASTER] GDOT: Forecast T+1@11:T+2@11: DOWN (p=0.17%)
[2025-10-14T23:56:59.314318] [INFO ] [FORECASTER] Completed predict_future for GDOT
[2025-10-14T23:56:59.314449] [INFO ] [sig       ] GDOT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:59.452919] [INFO ] [LOCAL     ] Saved forecast: GDOT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GDOT.txt
[2025-10-14T23:56:59.453161] [INFO ] [sig       ] [758/1812] Completed GDOT in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:56:59.453204] [INFO ] [sig       ] [759/1812] Forecasting GDV...
[2025-10-14T23:56:59.453234] [INFO ] [sig       ] Generating forecast for: GDV
[2025-10-14T23:56:59.453264] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDV' from 'https://tdm.silogroup.org/data/derivative_storage/GDV.csv'.
[2025-10-14T23:56:59.461537] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDV'.
[2025-10-14T23:56:59.461811] [INFO ] [FORECASTER] Starting predict_future for GDV
[2025-10-14T23:56:59.486839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:59.487526] [DEBUG] [LOCAL     ] No optimal features file found for GDV: ./output/feature-sets/GDV.txt
[2025-10-14T23:56:59.487580] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:59.487614] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:59.487669] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:59.487751] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:59.505565] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:59.506214] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:59.506296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:59.506330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:59.540401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:59.540475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:59.540511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:59.540540] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:59.543601] [DEBUG] [FORECASTER] GDV: Forecast T+1@11:T+2@11: UP (p=91.41%)
[2025-10-14T23:56:59.543890] [INFO ] [FORECASTER] Completed predict_future for GDV
[2025-10-14T23:56:59.544022] [INFO ] [sig       ] GDV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:56:59.686066] [INFO ] [LOCAL     ] Saved forecast: GDV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GDV.txt
[2025-10-14T23:56:59.686296] [INFO ] [sig       ] [759/1812] Completed GDV in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:56:59.686338] [INFO ] [sig       ] [760/1812] Forecasting GE...
[2025-10-14T23:56:59.686369] [INFO ] [sig       ] Generating forecast for: GE
[2025-10-14T23:56:59.686399] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GE' from 'https://tdm.silogroup.org/data/derivative_storage/GE.csv'.
[2025-10-14T23:56:59.694887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GE'.
[2025-10-14T23:56:59.695166] [INFO ] [FORECASTER] Starting predict_future for GE
[2025-10-14T23:56:59.720086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:59.720830] [DEBUG] [LOCAL     ] No optimal features file found for GE: ./output/feature-sets/GE.txt
[2025-10-14T23:56:59.720883] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:59.720916] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:59.720944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:59.720999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:59.737959] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:59.738516] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:59.738594] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:59.738628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:56:59.771531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:56:59.771616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:56:59.771683] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:56:59.771731] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:56:59.774904] [DEBUG] [FORECASTER] GE: Forecast T+1@11:T+2@11: DOWN (p=33.68%)
[2025-10-14T23:56:59.775159] [INFO ] [FORECASTER] Completed predict_future for GE
[2025-10-14T23:56:59.775310] [INFO ] [sig       ] GE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:56:59.915843] [INFO ] [LOCAL     ] Saved forecast: GE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GE.txt
[2025-10-14T23:56:59.916065] [INFO ] [sig       ] [760/1812] Completed GE in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:56:59.916107] [INFO ] [sig       ] [761/1812] Forecasting GEF...
[2025-10-14T23:56:59.916137] [INFO ] [sig       ] Generating forecast for: GEF
[2025-10-14T23:56:59.916168] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEF' from 'https://tdm.silogroup.org/data/derivative_storage/GEF.csv'.
[2025-10-14T23:56:59.924385] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEF'.
[2025-10-14T23:56:59.924689] [INFO ] [FORECASTER] Starting predict_future for GEF
[2025-10-14T23:56:59.949441] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:56:59.950141] [DEBUG] [LOCAL     ] No optimal features file found for GEF: ./output/feature-sets/GEF.txt
[2025-10-14T23:56:59.950195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:56:59.950228] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:56:59.950255] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:56:59.950313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:56:59.967881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:56:59.968464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:56:59.968544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:56:59.968579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:00.001601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:00.001706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:00.001754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:00.001785] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:00.004819] [DEBUG] [FORECASTER] GEF: Forecast T+1@11:T+2@11: DOWN (p=19.60%)
[2025-10-14T23:57:00.005139] [INFO ] [FORECASTER] Completed predict_future for GEF
[2025-10-14T23:57:00.005298] [INFO ] [sig       ] GEF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:00.144815] [INFO ] [LOCAL     ] Saved forecast: GEF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GEF.txt
[2025-10-14T23:57:00.145036] [INFO ] [sig       ] [761/1812] Completed GEF in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:00.145079] [INFO ] [sig       ] [762/1812] Forecasting GEL...
[2025-10-14T23:57:00.145110] [INFO ] [sig       ] Generating forecast for: GEL
[2025-10-14T23:57:00.145142] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEL' from 'https://tdm.silogroup.org/data/derivative_storage/GEL.csv'.
[2025-10-14T23:57:00.155864] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEL'.
[2025-10-14T23:57:00.156498] [INFO ] [FORECASTER] Starting predict_future for GEL
[2025-10-14T23:57:00.186892] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:00.187849] [DEBUG] [LOCAL     ] No optimal features file found for GEL: ./output/feature-sets/GEL.txt
[2025-10-14T23:57:00.187913] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:00.187949] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:00.187980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:00.188039] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:00.206157] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:00.207260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:00.207371] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:00.207406] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:00.249976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:00.250228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:00.250275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:00.250306] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:00.254552] [DEBUG] [FORECASTER] GEL: Forecast T+1@11:T+2@11: UP (p=62.05%)
[2025-10-14T23:57:00.254939] [INFO ] [FORECASTER] Completed predict_future for GEL
[2025-10-14T23:57:00.255114] [INFO ] [sig       ] GEL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:00.408340] [INFO ] [LOCAL     ] Saved forecast: GEL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GEL.txt
[2025-10-14T23:57:00.408742] [INFO ] [sig       ] [762/1812] Completed GEL in 0.3s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:00.408808] [INFO ] [sig       ] [763/1812] Forecasting GENI...
[2025-10-14T23:57:00.408842] [INFO ] [sig       ] Generating forecast for: GENI
[2025-10-14T23:57:00.408875] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GENI' from 'https://tdm.silogroup.org/data/derivative_storage/GENI.csv'.
[2025-10-14T23:57:00.419213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GENI'.
[2025-10-14T23:57:00.419941] [INFO ] [FORECASTER] Starting predict_future for GENI
[2025-10-14T23:57:00.446896] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:00.447625] [DEBUG] [LOCAL     ] No optimal features file found for GENI: ./output/feature-sets/GENI.txt
[2025-10-14T23:57:00.447732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:00.447777] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:00.447808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:00.447868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:00.466518] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:00.467246] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:00.467338] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:00.467374] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:00.511756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:00.511934] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:00.511979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:00.512010] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:00.515795] [DEBUG] [FORECASTER] GENI: Forecast T+1@11:T+2@11: DOWN (p=10.12%)
[2025-10-14T23:57:00.516139] [INFO ] [FORECASTER] Completed predict_future for GENI
[2025-10-14T23:57:00.516314] [INFO ] [sig       ] GENI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:00.666501] [INFO ] [LOCAL     ] Saved forecast: GENI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GENI.txt
[2025-10-14T23:57:00.666815] [INFO ] [sig       ] [763/1812] Completed GENI in 0.3s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:00.666876] [INFO ] [sig       ] [764/1812] Forecasting GEO...
[2025-10-14T23:57:00.666910] [INFO ] [sig       ] Generating forecast for: GEO
[2025-10-14T23:57:00.666988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEO' from 'https://tdm.silogroup.org/data/derivative_storage/GEO.csv'.
[2025-10-14T23:57:00.676931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEO'.
[2025-10-14T23:57:00.677285] [INFO ] [FORECASTER] Starting predict_future for GEO
[2025-10-14T23:57:00.702348] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:00.703100] [DEBUG] [LOCAL     ] No optimal features file found for GEO: ./output/feature-sets/GEO.txt
[2025-10-14T23:57:00.703155] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:00.703189] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:00.703218] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:00.703275] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:00.721142] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:00.721761] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:00.721845] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:00.721879] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:00.757860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:00.757943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:00.757979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:00.758013] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:00.761074] [DEBUG] [FORECASTER] GEO: Forecast T+1@11:T+2@11: UP (p=96.82%)
[2025-10-14T23:57:00.761321] [INFO ] [FORECASTER] Completed predict_future for GEO
[2025-10-14T23:57:00.761459] [INFO ] [sig       ] GEO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:00.900155] [INFO ] [LOCAL     ] Saved forecast: GEO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GEO.txt
[2025-10-14T23:57:00.900397] [INFO ] [sig       ] [764/1812] Completed GEO in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:00.900439] [INFO ] [sig       ] [765/1812] Forecasting GES...
[2025-10-14T23:57:00.900477] [INFO ] [sig       ] Generating forecast for: GES
[2025-10-14T23:57:00.900510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GES' from 'https://tdm.silogroup.org/data/derivative_storage/GES.csv'.
[2025-10-14T23:57:00.909612] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GES'.
[2025-10-14T23:57:00.909900] [INFO ] [FORECASTER] Starting predict_future for GES
[2025-10-14T23:57:00.934910] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:00.935564] [DEBUG] [LOCAL     ] No optimal features file found for GES: ./output/feature-sets/GES.txt
[2025-10-14T23:57:00.935617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:00.935677] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:00.935725] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:00.935785] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:00.953243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:00.953806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:00.953886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:00.953919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:00.990435] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:00.990513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:00.990547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:00.990575] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:00.993554] [DEBUG] [FORECASTER] GES: Forecast T+1@11:T+2@11: DOWN (p=8.53%)
[2025-10-14T23:57:00.993830] [INFO ] [FORECASTER] Completed predict_future for GES
[2025-10-14T23:57:00.993976] [INFO ] [sig       ] GES: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:01.131825] [INFO ] [LOCAL     ] Saved forecast: GES	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GES.txt
[2025-10-14T23:57:01.132058] [INFO ] [sig       ] [765/1812] Completed GES in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:01.132102] [INFO ] [sig       ] [766/1812] Forecasting GETY...
[2025-10-14T23:57:01.132133] [INFO ] [sig       ] Generating forecast for: GETY
[2025-10-14T23:57:01.132163] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GETY' from 'https://tdm.silogroup.org/data/derivative_storage/GETY.csv'.
[2025-10-14T23:57:01.141522] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GETY'.
[2025-10-14T23:57:01.141804] [INFO ] [FORECASTER] Starting predict_future for GETY
[2025-10-14T23:57:01.166248] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:01.166936] [DEBUG] [LOCAL     ] No optimal features file found for GETY: ./output/feature-sets/GETY.txt
[2025-10-14T23:57:01.166989] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:01.167023] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:01.167051] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:01.167106] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:01.186526] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:01.187538] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:01.187639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:01.187722] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:01.225018] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:01.225191] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:01.225235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:01.225284] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:01.229081] [DEBUG] [FORECASTER] GETY: Forecast T+1@11:T+2@11: UP (p=64.40%)
[2025-10-14T23:57:01.229420] [INFO ] [FORECASTER] Completed predict_future for GETY
[2025-10-14T23:57:01.229573] [INFO ] [sig       ] GETY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:01.368704] [INFO ] [LOCAL     ] Saved forecast: GETY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GETY.txt
[2025-10-14T23:57:01.368945] [INFO ] [sig       ] [766/1812] Completed GETY in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:01.368988] [INFO ] [sig       ] [767/1812] Forecasting GEV...
[2025-10-14T23:57:01.369018] [INFO ] [sig       ] Generating forecast for: GEV
[2025-10-14T23:57:01.369049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEV' from 'https://tdm.silogroup.org/data/derivative_storage/GEV.csv'.
[2025-10-14T23:57:01.377342] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEV'.
[2025-10-14T23:57:01.377682] [INFO ] [FORECASTER] Starting predict_future for GEV
[2025-10-14T23:57:01.403007] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:01.403777] [DEBUG] [LOCAL     ] No optimal features file found for GEV: ./output/feature-sets/GEV.txt
[2025-10-14T23:57:01.403867] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:01.403908] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:01.403937] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:01.403994] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:01.420916] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:01.421523] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:01.421603] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:01.421637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:01.457382] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:01.457480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:01.457516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:01.457545] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:01.460684] [DEBUG] [FORECASTER] GEV: Forecast T+1@11:T+2@11: DOWN (p=4.22%)
[2025-10-14T23:57:01.460943] [INFO ] [FORECASTER] Completed predict_future for GEV
[2025-10-14T23:57:01.461074] [INFO ] [sig       ] GEV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:01.599083] [INFO ] [LOCAL     ] Saved forecast: GEV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GEV.txt
[2025-10-14T23:57:01.599292] [INFO ] [sig       ] [767/1812] Completed GEV in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:01.599333] [INFO ] [sig       ] [768/1812] Forecasting GF...
[2025-10-14T23:57:01.599363] [INFO ] [sig       ] Generating forecast for: GF
[2025-10-14T23:57:01.599394] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GF' from 'https://tdm.silogroup.org/data/derivative_storage/GF.csv'.
[2025-10-14T23:57:01.607269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GF'.
[2025-10-14T23:57:01.607546] [INFO ] [FORECASTER] Starting predict_future for GF
[2025-10-14T23:57:01.632777] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:01.633438] [DEBUG] [LOCAL     ] No optimal features file found for GF: ./output/feature-sets/GF.txt
[2025-10-14T23:57:01.633490] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:01.633522] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:01.633549] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:01.633606] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:01.651069] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:01.651593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:01.651710] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:01.651760] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:01.685058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:01.685236] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:01.685280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:01.685311] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:01.689087] [DEBUG] [FORECASTER] GF: Forecast T+1@11:T+2@11: UP (p=60.93%)
[2025-10-14T23:57:01.689397] [INFO ] [FORECASTER] Completed predict_future for GF
[2025-10-14T23:57:01.689540] [INFO ] [sig       ] GF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:01.832936] [INFO ] [LOCAL     ] Saved forecast: GF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GF.txt
[2025-10-14T23:57:01.833217] [INFO ] [sig       ] [768/1812] Completed GF in 0.2s | 4.24 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:01.833279] [INFO ] [sig       ] [769/1812] Forecasting GFF...
[2025-10-14T23:57:01.833312] [INFO ] [sig       ] Generating forecast for: GFF
[2025-10-14T23:57:01.833343] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFF' from 'https://tdm.silogroup.org/data/derivative_storage/GFF.csv'.
[2025-10-14T23:57:01.841793] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFF'.
[2025-10-14T23:57:01.842103] [INFO ] [FORECASTER] Starting predict_future for GFF
[2025-10-14T23:57:01.866259] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:01.866954] [DEBUG] [LOCAL     ] No optimal features file found for GFF: ./output/feature-sets/GFF.txt
[2025-10-14T23:57:01.867008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:01.867041] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:01.867070] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:01.867127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:01.883971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:01.884478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:01.884554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:01.884586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:01.917142] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:01.917242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:01.917278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:01.917307] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:01.920410] [DEBUG] [FORECASTER] GFF: Forecast T+1@11:T+2@11: DOWN (p=4.92%)
[2025-10-14T23:57:01.920682] [INFO ] [FORECASTER] Completed predict_future for GFF
[2025-10-14T23:57:01.920817] [INFO ] [sig       ] GFF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:02.059040] [INFO ] [LOCAL     ] Saved forecast: GFF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GFF.txt
[2025-10-14T23:57:02.059279] [INFO ] [sig       ] [769/1812] Completed GFF in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:02.059323] [INFO ] [sig       ] [770/1812] Forecasting GFI...
[2025-10-14T23:57:02.059354] [INFO ] [sig       ] Generating forecast for: GFI
[2025-10-14T23:57:02.059385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFI' from 'https://tdm.silogroup.org/data/derivative_storage/GFI.csv'.
[2025-10-14T23:57:02.069280] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFI'.
[2025-10-14T23:57:02.069700] [INFO ] [FORECASTER] Starting predict_future for GFI
[2025-10-14T23:57:02.094303] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:02.095027] [DEBUG] [LOCAL     ] No optimal features file found for GFI: ./output/feature-sets/GFI.txt
[2025-10-14T23:57:02.095097] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:02.095132] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:02.095160] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:02.095241] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:02.112404] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:02.113020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:02.113131] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:02.113171] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:02.142781] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:02.142936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:02.142976] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:02.143005] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:02.146311] [DEBUG] [FORECASTER] GFI: Forecast T+1@11:T+2@11: UP (p=82.90%)
[2025-10-14T23:57:02.146577] [INFO ] [FORECASTER] Completed predict_future for GFI
[2025-10-14T23:57:02.146741] [INFO ] [sig       ] GFI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:02.289499] [INFO ] [LOCAL     ] Saved forecast: GFI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GFI.txt
[2025-10-14T23:57:02.289752] [INFO ] [sig       ] [770/1812] Completed GFI in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:02.289812] [INFO ] [sig       ] [771/1812] Forecasting GFL...
[2025-10-14T23:57:02.289846] [INFO ] [sig       ] Generating forecast for: GFL
[2025-10-14T23:57:02.289878] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFL' from 'https://tdm.silogroup.org/data/derivative_storage/GFL.csv'.
[2025-10-14T23:57:02.298044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFL'.
[2025-10-14T23:57:02.298314] [INFO ] [FORECASTER] Starting predict_future for GFL
[2025-10-14T23:57:02.322687] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:02.323379] [DEBUG] [LOCAL     ] No optimal features file found for GFL: ./output/feature-sets/GFL.txt
[2025-10-14T23:57:02.323431] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:02.323464] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:02.323492] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:02.323548] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:02.340590] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:02.341140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:02.341217] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:02.341251] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:02.374235] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:02.374335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:02.374371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:02.374400] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:02.377782] [DEBUG] [FORECASTER] GFL: Forecast T+1@11:T+2@11: UP (p=90.22%)
[2025-10-14T23:57:02.378042] [INFO ] [FORECASTER] Completed predict_future for GFL
[2025-10-14T23:57:02.378195] [INFO ] [sig       ] GFL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:02.515847] [INFO ] [LOCAL     ] Saved forecast: GFL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GFL.txt
[2025-10-14T23:57:02.516035] [INFO ] [sig       ] [771/1812] Completed GFL in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:02.516076] [INFO ] [sig       ] [772/1812] Forecasting GFR...
[2025-10-14T23:57:02.516107] [INFO ] [sig       ] Generating forecast for: GFR
[2025-10-14T23:57:02.516145] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFR' from 'https://tdm.silogroup.org/data/derivative_storage/GFR.csv'.
[2025-10-14T23:57:02.525112] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFR'.
[2025-10-14T23:57:02.525358] [INFO ] [FORECASTER] Starting predict_future for GFR
[2025-10-14T23:57:02.550054] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:02.550798] [DEBUG] [LOCAL     ] No optimal features file found for GFR: ./output/feature-sets/GFR.txt
[2025-10-14T23:57:02.550853] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:02.550887] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:02.550916] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:02.550974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:02.568545] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:02.569119] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:02.569198] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:02.569233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:02.607174] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:02.607257] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:02.607292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:02.607319] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:02.610422] [DEBUG] [FORECASTER] GFR: Forecast T+1@11:T+2@11: DOWN (p=15.55%)
[2025-10-14T23:57:02.610703] [INFO ] [FORECASTER] Completed predict_future for GFR
[2025-10-14T23:57:02.610850] [INFO ] [sig       ] GFR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:02.750059] [INFO ] [LOCAL     ] Saved forecast: GFR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GFR.txt
[2025-10-14T23:57:02.750244] [INFO ] [sig       ] [772/1812] Completed GFR in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:02.750286] [INFO ] [sig       ] [773/1812] Forecasting GGB...
[2025-10-14T23:57:02.750316] [INFO ] [sig       ] Generating forecast for: GGB
[2025-10-14T23:57:02.750348] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGB' from 'https://tdm.silogroup.org/data/derivative_storage/GGB.csv'.
[2025-10-14T23:57:02.759110] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGB'.
[2025-10-14T23:57:02.759377] [INFO ] [FORECASTER] Starting predict_future for GGB
[2025-10-14T23:57:02.784960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:02.785633] [DEBUG] [LOCAL     ] No optimal features file found for GGB: ./output/feature-sets/GGB.txt
[2025-10-14T23:57:02.785718] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:02.785755] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:02.785783] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:02.785841] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:02.803626] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:02.804267] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:02.804348] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:02.804382] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:02.841148] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:02.841223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:02.841259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:02.841287] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:02.848017] [DEBUG] [FORECASTER] GGB: Forecast T+1@11:T+2@11: DOWN (p=37.47%)
[2025-10-14T23:57:02.848308] [INFO ] [FORECASTER] Completed predict_future for GGB
[2025-10-14T23:57:02.848465] [INFO ] [sig       ] GGB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:02.989002] [INFO ] [LOCAL     ] Saved forecast: GGB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GGB.txt
[2025-10-14T23:57:02.989230] [INFO ] [sig       ] [773/1812] Completed GGB in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:02.989273] [INFO ] [sig       ] [774/1812] Forecasting GGG...
[2025-10-14T23:57:02.989303] [INFO ] [sig       ] Generating forecast for: GGG
[2025-10-14T23:57:02.989334] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGG' from 'https://tdm.silogroup.org/data/derivative_storage/GGG.csv'.
[2025-10-14T23:57:02.997693] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGG'.
[2025-10-14T23:57:02.997973] [INFO ] [FORECASTER] Starting predict_future for GGG
[2025-10-14T23:57:03.024358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:03.025148] [DEBUG] [LOCAL     ] No optimal features file found for GGG: ./output/feature-sets/GGG.txt
[2025-10-14T23:57:03.025202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:03.025236] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:03.025265] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:03.025322] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:03.042539] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:03.043223] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:03.043305] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:03.043340] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:03.076908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:03.076993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:03.077029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:03.077058] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:03.080298] [DEBUG] [FORECASTER] GGG: Forecast T+1@11:T+2@11: UP (p=64.10%)
[2025-10-14T23:57:03.080553] [INFO ] [FORECASTER] Completed predict_future for GGG
[2025-10-14T23:57:03.080721] [INFO ] [sig       ] GGG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:03.223460] [INFO ] [LOCAL     ] Saved forecast: GGG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GGG.txt
[2025-10-14T23:57:03.223743] [INFO ] [sig       ] [774/1812] Completed GGG in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:03.223805] [INFO ] [sig       ] [775/1812] Forecasting GGT...
[2025-10-14T23:57:03.223838] [INFO ] [sig       ] Generating forecast for: GGT
[2025-10-14T23:57:03.223868] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGT' from 'https://tdm.silogroup.org/data/derivative_storage/GGT.csv'.
[2025-10-14T23:57:03.232219] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGT'.
[2025-10-14T23:57:03.232535] [INFO ] [FORECASTER] Starting predict_future for GGT
[2025-10-14T23:57:03.257494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:03.258377] [DEBUG] [LOCAL     ] No optimal features file found for GGT: ./output/feature-sets/GGT.txt
[2025-10-14T23:57:03.258432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:03.258467] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:03.258495] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:03.258554] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:03.275964] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:03.276578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:03.276683] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:03.276758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:03.308429] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:03.308531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:03.308570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:03.308603] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:03.311844] [DEBUG] [FORECASTER] GGT: Forecast T+1@11:T+2@11: DOWN (p=13.89%)
[2025-10-14T23:57:03.312109] [INFO ] [FORECASTER] Completed predict_future for GGT
[2025-10-14T23:57:03.312242] [INFO ] [sig       ] GGT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:03.450677] [INFO ] [LOCAL     ] Saved forecast: GGT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GGT.txt
[2025-10-14T23:57:03.450905] [INFO ] [sig       ] [775/1812] Completed GGT in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:03.450946] [INFO ] [sig       ] [776/1812] Forecasting GGZ...
[2025-10-14T23:57:03.450976] [INFO ] [sig       ] Generating forecast for: GGZ
[2025-10-14T23:57:03.451006] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGZ' from 'https://tdm.silogroup.org/data/derivative_storage/GGZ.csv'.
[2025-10-14T23:57:03.459048] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGZ'.
[2025-10-14T23:57:03.459291] [INFO ] [FORECASTER] Starting predict_future for GGZ
[2025-10-14T23:57:03.484113] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:03.484865] [DEBUG] [LOCAL     ] No optimal features file found for GGZ: ./output/feature-sets/GGZ.txt
[2025-10-14T23:57:03.484920] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:03.484953] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:03.484982] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:03.485038] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:03.502523] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:03.503083] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:03.503160] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:03.503193] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:03.536146] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:03.536237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:03.536273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:03.536303] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:03.539419] [DEBUG] [FORECASTER] GGZ: Forecast T+1@11:T+2@11: UP (p=95.76%)
[2025-10-14T23:57:03.539697] [INFO ] [FORECASTER] Completed predict_future for GGZ
[2025-10-14T23:57:03.539842] [INFO ] [sig       ] GGZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:03.680376] [INFO ] [LOCAL     ] Saved forecast: GGZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GGZ.txt
[2025-10-14T23:57:03.680582] [INFO ] [sig       ] [776/1812] Completed GGZ in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:03.680710] [INFO ] [sig       ] [777/1812] Forecasting GHC...
[2025-10-14T23:57:03.680757] [INFO ] [sig       ] Generating forecast for: GHC
[2025-10-14T23:57:03.680790] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHC' from 'https://tdm.silogroup.org/data/derivative_storage/GHC.csv'.
[2025-10-14T23:57:03.688511] [DEBUG] [REMOTE    ] Successfully parsed 1784 rows of historical data for symbol 'GHC'.
[2025-10-14T23:57:03.688808] [INFO ] [FORECASTER] Starting predict_future for GHC
[2025-10-14T23:57:03.713272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:03.713977] [DEBUG] [LOCAL     ] No optimal features file found for GHC: ./output/feature-sets/GHC.txt
[2025-10-14T23:57:03.714030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:03.714077] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:03.714107] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:03.714163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:03.734738] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:03.735270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:03.735345] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:03.735378] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:03.767382] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:03.767476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:03.767522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:03.767553] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:03.770754] [DEBUG] [FORECASTER] GHC: Forecast T+1@11:T+2@11: UP (p=98.38%)
[2025-10-14T23:57:03.771031] [INFO ] [FORECASTER] Completed predict_future for GHC
[2025-10-14T23:57:03.771162] [INFO ] [sig       ] GHC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:03.911055] [INFO ] [LOCAL     ] Saved forecast: GHC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GHC.txt
[2025-10-14T23:57:03.911258] [INFO ] [sig       ] [777/1812] Completed GHC in 0.2s | 4.25 sym/s | Total: 3.0m | ETA: 4.1m
[2025-10-14T23:57:03.911299] [INFO ] [sig       ] [778/1812] Forecasting GHG...
[2025-10-14T23:57:03.911329] [INFO ] [sig       ] Generating forecast for: GHG
[2025-10-14T23:57:03.911359] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHG' from 'https://tdm.silogroup.org/data/derivative_storage/GHG.csv'.
[2025-10-14T23:57:03.919522] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GHG'.
[2025-10-14T23:57:03.919811] [INFO ] [FORECASTER] Starting predict_future for GHG
[2025-10-14T23:57:03.944899] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:03.945588] [DEBUG] [LOCAL     ] No optimal features file found for GHG: ./output/feature-sets/GHG.txt
[2025-10-14T23:57:03.945663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:03.945725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:03.945758] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:03.945815] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:03.963241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:03.963821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:03.963901] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:03.963936] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:03.996394] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:03.996489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:03.996526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:03.996557] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:03.999829] [DEBUG] [FORECASTER] GHG: Forecast T+1@11:T+2@11: DOWN (p=46.47%)
[2025-10-14T23:57:04.000092] [INFO ] [FORECASTER] Completed predict_future for GHG
[2025-10-14T23:57:04.000222] [INFO ] [sig       ] GHG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:04.144519] [INFO ] [LOCAL     ] Saved forecast: GHG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GHG.txt
[2025-10-14T23:57:04.144761] [INFO ] [sig       ] [778/1812] Completed GHG in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-14T23:57:04.144821] [INFO ] [sig       ] [779/1812] Forecasting GHI...
[2025-10-14T23:57:04.144854] [INFO ] [sig       ] Generating forecast for: GHI
[2025-10-14T23:57:04.144886] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHI' from 'https://tdm.silogroup.org/data/derivative_storage/GHI.csv'.
[2025-10-14T23:57:04.153092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHI'.
[2025-10-14T23:57:04.153349] [INFO ] [FORECASTER] Starting predict_future for GHI
[2025-10-14T23:57:04.177782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:04.178502] [DEBUG] [LOCAL     ] No optimal features file found for GHI: ./output/feature-sets/GHI.txt
[2025-10-14T23:57:04.178556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:04.178588] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:04.178616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:04.178697] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:04.196076] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:04.196591] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:04.196691] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:04.196742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:04.229627] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:04.229740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:04.229781] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:04.229811] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:04.232848] [DEBUG] [FORECASTER] GHI: Forecast T+1@11:T+2@11: DOWN (p=34.05%)
[2025-10-14T23:57:04.233096] [INFO ] [FORECASTER] Completed predict_future for GHI
[2025-10-14T23:57:04.233221] [INFO ] [sig       ] GHI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:04.374220] [INFO ] [LOCAL     ] Saved forecast: GHI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GHI.txt
[2025-10-14T23:57:04.374412] [INFO ] [sig       ] [779/1812] Completed GHI in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-14T23:57:04.374452] [INFO ] [sig       ] [780/1812] Forecasting GHLD...
[2025-10-14T23:57:04.374482] [INFO ] [sig       ] Generating forecast for: GHLD
[2025-10-14T23:57:04.374513] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHLD' from 'https://tdm.silogroup.org/data/derivative_storage/GHLD.csv'.
[2025-10-14T23:57:04.382808] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'GHLD'.
[2025-10-14T23:57:04.383066] [INFO ] [FORECASTER] Starting predict_future for GHLD
[2025-10-14T23:57:04.407757] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:04.408478] [DEBUG] [LOCAL     ] No optimal features file found for GHLD: ./output/feature-sets/GHLD.txt
[2025-10-14T23:57:04.408531] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:04.408564] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:04.408592] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:04.408686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:04.426737] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:04.427267] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:04.427345] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:04.427379] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:04.460429] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:04.460520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:04.460555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:04.460585] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:04.463663] [DEBUG] [FORECASTER] GHLD: Forecast T+1@11:T+2@11: UP (p=75.15%)
[2025-10-14T23:57:04.463919] [INFO ] [FORECASTER] Completed predict_future for GHLD
[2025-10-14T23:57:04.464061] [INFO ] [sig       ] GHLD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:04.616043] [INFO ] [LOCAL     ] Saved forecast: GHLD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GHLD.txt
[2025-10-14T23:57:04.616270] [INFO ] [sig       ] [780/1812] Completed GHLD in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-14T23:57:04.616329] [INFO ] [sig       ] [781/1812] Forecasting GHM...
[2025-10-14T23:57:04.616363] [INFO ] [sig       ] Generating forecast for: GHM
[2025-10-14T23:57:04.616395] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHM' from 'https://tdm.silogroup.org/data/derivative_storage/GHM.csv'.
[2025-10-14T23:57:04.627259] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHM'.
[2025-10-14T23:57:04.627595] [INFO ] [FORECASTER] Starting predict_future for GHM
[2025-10-14T23:57:04.653065] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:04.653782] [DEBUG] [LOCAL     ] No optimal features file found for GHM: ./output/feature-sets/GHM.txt
[2025-10-14T23:57:04.653838] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:04.653906] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:04.653967] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:04.654031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:04.672367] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:04.672943] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:04.673023] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:04.673057] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:04.708629] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:04.708745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:04.708785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:04.708814] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:04.711838] [DEBUG] [FORECASTER] GHM: Forecast T+1@11:T+2@11: UP (p=90.72%)
[2025-10-14T23:57:04.712088] [INFO ] [FORECASTER] Completed predict_future for GHM
[2025-10-14T23:57:04.712214] [INFO ] [sig       ] GHM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:04.855868] [INFO ] [LOCAL     ] Saved forecast: GHM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GHM.txt
[2025-10-14T23:57:04.856117] [INFO ] [sig       ] [781/1812] Completed GHM in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:04.856160] [INFO ] [sig       ] [782/1812] Forecasting GHY...
[2025-10-14T23:57:04.856191] [INFO ] [sig       ] Generating forecast for: GHY
[2025-10-14T23:57:04.856222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHY' from 'https://tdm.silogroup.org/data/derivative_storage/GHY.csv'.
[2025-10-14T23:57:04.864997] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHY'.
[2025-10-14T23:57:04.865285] [INFO ] [FORECASTER] Starting predict_future for GHY
[2025-10-14T23:57:04.890978] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:04.891664] [DEBUG] [LOCAL     ] No optimal features file found for GHY: ./output/feature-sets/GHY.txt
[2025-10-14T23:57:04.891724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:04.891758] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:04.891785] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:04.891842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:04.909954] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:04.910486] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:04.910565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:04.910600] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:04.945774] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:04.945876] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:04.945913] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:04.945942] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:04.949161] [DEBUG] [FORECASTER] GHY: Forecast T+1@11:T+2@11: UP (p=97.31%)
[2025-10-14T23:57:04.949437] [INFO ] [FORECASTER] Completed predict_future for GHY
[2025-10-14T23:57:04.949572] [INFO ] [sig       ] GHY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:05.092846] [INFO ] [LOCAL     ] Saved forecast: GHY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GHY.txt
[2025-10-14T23:57:05.093071] [INFO ] [sig       ] [782/1812] Completed GHY in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:05.093113] [INFO ] [sig       ] [783/1812] Forecasting GIB...
[2025-10-14T23:57:05.093143] [INFO ] [sig       ] Generating forecast for: GIB
[2025-10-14T23:57:05.093174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIB' from 'https://tdm.silogroup.org/data/derivative_storage/GIB.csv'.
[2025-10-14T23:57:05.102230] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIB'.
[2025-10-14T23:57:05.102514] [INFO ] [FORECASTER] Starting predict_future for GIB
[2025-10-14T23:57:05.127547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:05.128358] [DEBUG] [LOCAL     ] No optimal features file found for GIB: ./output/feature-sets/GIB.txt
[2025-10-14T23:57:05.128413] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:05.128445] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:05.128472] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:05.128606] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:05.146143] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:05.146703] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:05.146784] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:05.146817] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:05.180854] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:05.180951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:05.180988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:05.181017] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:05.184262] [DEBUG] [FORECASTER] GIB: Forecast T+1@11:T+2@11: DOWN (p=1.51%)
[2025-10-14T23:57:05.184518] [INFO ] [FORECASTER] Completed predict_future for GIB
[2025-10-14T23:57:05.184670] [INFO ] [sig       ] GIB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:05.331502] [INFO ] [LOCAL     ] Saved forecast: GIB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GIB.txt
[2025-10-14T23:57:05.331744] [INFO ] [sig       ] [783/1812] Completed GIB in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:05.331806] [INFO ] [sig       ] [784/1812] Forecasting GIC...
[2025-10-14T23:57:05.331840] [INFO ] [sig       ] Generating forecast for: GIC
[2025-10-14T23:57:05.331871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIC' from 'https://tdm.silogroup.org/data/derivative_storage/GIC.csv'.
[2025-10-14T23:57:05.341288] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIC'.
[2025-10-14T23:57:05.341630] [INFO ] [FORECASTER] Starting predict_future for GIC
[2025-10-14T23:57:05.366253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:05.366954] [DEBUG] [LOCAL     ] No optimal features file found for GIC: ./output/feature-sets/GIC.txt
[2025-10-14T23:57:05.367007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:05.367056] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:05.367085] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:05.367141] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:05.384238] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:05.384792] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:05.384868] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:05.384901] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:05.416474] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:05.416563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:05.416599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:05.416628] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:05.419791] [DEBUG] [FORECASTER] GIC: Forecast T+1@11:T+2@11: DOWN (p=3.08%)
[2025-10-14T23:57:05.420068] [INFO ] [FORECASTER] Completed predict_future for GIC
[2025-10-14T23:57:05.420202] [INFO ] [sig       ] GIC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:05.566107] [INFO ] [LOCAL     ] Saved forecast: GIC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GIC.txt
[2025-10-14T23:57:05.566326] [INFO ] [sig       ] [784/1812] Completed GIC in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:05.566368] [INFO ] [sig       ] [785/1812] Forecasting GIL...
[2025-10-14T23:57:05.566398] [INFO ] [sig       ] Generating forecast for: GIL
[2025-10-14T23:57:05.566429] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIL' from 'https://tdm.silogroup.org/data/derivative_storage/GIL.csv'.
[2025-10-14T23:57:05.575776] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIL'.
[2025-10-14T23:57:05.576057] [INFO ] [FORECASTER] Starting predict_future for GIL
[2025-10-14T23:57:05.600752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:05.601434] [DEBUG] [LOCAL     ] No optimal features file found for GIL: ./output/feature-sets/GIL.txt
[2025-10-14T23:57:05.601488] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:05.601523] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:05.601551] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:05.601608] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:05.618869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:05.619400] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:05.619478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:05.619511] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:05.661748] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:05.661883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:05.661935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:05.661966] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:05.665243] [DEBUG] [FORECASTER] GIL: Forecast T+1@11:T+2@11: UP (p=98.20%)
[2025-10-14T23:57:05.665489] [INFO ] [FORECASTER] Completed predict_future for GIL
[2025-10-14T23:57:05.665618] [INFO ] [sig       ] GIL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:05.803981] [INFO ] [LOCAL     ] Saved forecast: GIL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GIL.txt
[2025-10-14T23:57:05.804216] [INFO ] [sig       ] [785/1812] Completed GIL in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:05.804259] [INFO ] [sig       ] [786/1812] Forecasting GIS...
[2025-10-14T23:57:05.804291] [INFO ] [sig       ] Generating forecast for: GIS
[2025-10-14T23:57:05.804324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIS' from 'https://tdm.silogroup.org/data/derivative_storage/GIS.csv'.
[2025-10-14T23:57:05.813845] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIS'.
[2025-10-14T23:57:05.814110] [INFO ] [FORECASTER] Starting predict_future for GIS
[2025-10-14T23:57:05.839392] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:05.840150] [DEBUG] [LOCAL     ] No optimal features file found for GIS: ./output/feature-sets/GIS.txt
[2025-10-14T23:57:05.840205] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:05.840237] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:05.840266] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:05.840325] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:05.858919] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:05.859468] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:05.859548] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:05.859582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:05.895477] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:05.895682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:05.895780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:05.895814] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:05.902118] [DEBUG] [FORECASTER] GIS: Forecast T+1@11:T+2@11: DOWN (p=40.62%)
[2025-10-14T23:57:05.902423] [INFO ] [FORECASTER] Completed predict_future for GIS
[2025-10-14T23:57:05.902578] [INFO ] [sig       ] GIS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:06.049908] [INFO ] [LOCAL     ] Saved forecast: GIS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GIS.txt
[2025-10-14T23:57:06.050149] [INFO ] [sig       ] [786/1812] Completed GIS in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:06.050191] [INFO ] [sig       ] [787/1812] Forecasting GKOS...
[2025-10-14T23:57:06.050222] [INFO ] [sig       ] Generating forecast for: GKOS
[2025-10-14T23:57:06.050254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GKOS' from 'https://tdm.silogroup.org/data/derivative_storage/GKOS.csv'.
[2025-10-14T23:57:06.059228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GKOS'.
[2025-10-14T23:57:06.059564] [INFO ] [FORECASTER] Starting predict_future for GKOS
[2025-10-14T23:57:06.084956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:06.085715] [DEBUG] [LOCAL     ] No optimal features file found for GKOS: ./output/feature-sets/GKOS.txt
[2025-10-14T23:57:06.085772] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:06.085806] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:06.085835] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:06.085892] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:06.104142] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:06.104709] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:06.104807] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:06.104850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:06.140611] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:06.140734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:06.140779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:06.140809] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:06.143948] [DEBUG] [FORECASTER] GKOS: Forecast T+1@11:T+2@11: UP (p=84.71%)
[2025-10-14T23:57:06.144212] [INFO ] [FORECASTER] Completed predict_future for GKOS
[2025-10-14T23:57:06.144346] [INFO ] [sig       ] GKOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:06.286282] [INFO ] [LOCAL     ] Saved forecast: GKOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GKOS.txt
[2025-10-14T23:57:06.286520] [INFO ] [sig       ] [787/1812] Completed GKOS in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:06.286563] [INFO ] [sig       ] [788/1812] Forecasting GL...
[2025-10-14T23:57:06.286593] [INFO ] [sig       ] Generating forecast for: GL
[2025-10-14T23:57:06.286624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GL' from 'https://tdm.silogroup.org/data/derivative_storage/GL.csv'.
[2025-10-14T23:57:06.295817] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GL'.
[2025-10-14T23:57:06.296119] [INFO ] [FORECASTER] Starting predict_future for GL
[2025-10-14T23:57:06.321849] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:06.322633] [DEBUG] [LOCAL     ] No optimal features file found for GL: ./output/feature-sets/GL.txt
[2025-10-14T23:57:06.322715] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:06.322754] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:06.322783] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:06.322841] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:06.340782] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:06.341676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:06.341770] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:06.341805] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:06.385635] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:06.385850] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:06.385893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:06.385923] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:06.389529] [DEBUG] [FORECASTER] GL: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-14T23:57:06.389894] [INFO ] [FORECASTER] Completed predict_future for GL
[2025-10-14T23:57:06.390081] [INFO ] [sig       ] GL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:06.530137] [INFO ] [LOCAL     ] Saved forecast: GL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GL.txt
[2025-10-14T23:57:06.530386] [INFO ] [sig       ] [788/1812] Completed GL in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:06.530430] [INFO ] [sig       ] [789/1812] Forecasting GLOB...
[2025-10-14T23:57:06.530461] [INFO ] [sig       ] Generating forecast for: GLOB
[2025-10-14T23:57:06.530492] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLOB' from 'https://tdm.silogroup.org/data/derivative_storage/GLOB.csv'.
[2025-10-14T23:57:06.539845] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLOB'.
[2025-10-14T23:57:06.540101] [INFO ] [FORECASTER] Starting predict_future for GLOB
[2025-10-14T23:57:06.564484] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:06.565188] [DEBUG] [LOCAL     ] No optimal features file found for GLOB: ./output/feature-sets/GLOB.txt
[2025-10-14T23:57:06.565241] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:06.565274] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:06.565303] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:06.565360] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:06.582427] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:06.583006] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:06.583082] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:06.583116] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:06.625822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:06.626008] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:06.626055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:06.626084] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:06.629427] [DEBUG] [FORECASTER] GLOB: Forecast T+1@11:T+2@11: UP (p=97.82%)
[2025-10-14T23:57:06.629738] [INFO ] [FORECASTER] Completed predict_future for GLOB
[2025-10-14T23:57:06.629904] [INFO ] [sig       ] GLOB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:06.775925] [INFO ] [LOCAL     ] Saved forecast: GLOB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GLOB.txt
[2025-10-14T23:57:06.776235] [INFO ] [sig       ] [789/1812] Completed GLOB in 0.2s | 4.25 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:06.776296] [INFO ] [sig       ] [790/1812] Forecasting GLP...
[2025-10-14T23:57:06.776330] [INFO ] [sig       ] Generating forecast for: GLP
[2025-10-14T23:57:06.776361] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLP' from 'https://tdm.silogroup.org/data/derivative_storage/GLP.csv'.
[2025-10-14T23:57:06.787094] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLP'.
[2025-10-14T23:57:06.787496] [INFO ] [FORECASTER] Starting predict_future for GLP
[2025-10-14T23:57:06.812208] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:06.812902] [DEBUG] [LOCAL     ] No optimal features file found for GLP: ./output/feature-sets/GLP.txt
[2025-10-14T23:57:06.812955] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:06.812987] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:06.813014] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:06.813071] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:06.829873] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:06.830392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:06.830473] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:06.830506] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:06.865003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:06.865086] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:06.865120] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:06.865149] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:06.868157] [DEBUG] [FORECASTER] GLP: Forecast T+1@11:T+2@11: DOWN (p=0.49%)
[2025-10-14T23:57:06.868406] [INFO ] [FORECASTER] Completed predict_future for GLP
[2025-10-14T23:57:06.868542] [INFO ] [sig       ] GLP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:07.018414] [INFO ] [LOCAL     ] Saved forecast: GLP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GLP.txt
[2025-10-14T23:57:07.018738] [INFO ] [sig       ] [790/1812] Completed GLP in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:07.018803] [INFO ] [sig       ] [791/1812] Forecasting GLW...
[2025-10-14T23:57:07.018838] [INFO ] [sig       ] Generating forecast for: GLW
[2025-10-14T23:57:07.018872] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLW' from 'https://tdm.silogroup.org/data/derivative_storage/GLW.csv'.
[2025-10-14T23:57:07.028191] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLW'.
[2025-10-14T23:57:07.028499] [INFO ] [FORECASTER] Starting predict_future for GLW
[2025-10-14T23:57:07.055506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:07.056243] [DEBUG] [LOCAL     ] No optimal features file found for GLW: ./output/feature-sets/GLW.txt
[2025-10-14T23:57:07.056299] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:07.056334] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:07.056382] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:07.056442] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:07.075552] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:07.076163] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:07.076248] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:07.076283] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:07.117758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:07.117900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:07.117943] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:07.117973] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:07.121357] [DEBUG] [FORECASTER] GLW: Forecast T+1@11:T+2@11: UP (p=91.87%)
[2025-10-14T23:57:07.121632] [INFO ] [FORECASTER] Completed predict_future for GLW
[2025-10-14T23:57:07.121835] [INFO ] [sig       ] GLW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:07.279829] [INFO ] [LOCAL     ] Saved forecast: GLW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GLW.txt
[2025-10-14T23:57:07.280123] [INFO ] [sig       ] [791/1812] Completed GLW in 0.3s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:07.280186] [INFO ] [sig       ] [792/1812] Forecasting GM...
[2025-10-14T23:57:07.280221] [INFO ] [sig       ] Generating forecast for: GM
[2025-10-14T23:57:07.280251] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GM' from 'https://tdm.silogroup.org/data/derivative_storage/GM.csv'.
[2025-10-14T23:57:07.289767] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GM'.
[2025-10-14T23:57:07.290119] [INFO ] [FORECASTER] Starting predict_future for GM
[2025-10-14T23:57:07.318114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:07.319116] [DEBUG] [LOCAL     ] No optimal features file found for GM: ./output/feature-sets/GM.txt
[2025-10-14T23:57:07.319173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:07.319208] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:07.319236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:07.319293] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:07.338432] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:07.339145] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:07.339233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:07.339277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:07.380505] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:07.380631] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:07.380715] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:07.380752] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:07.384210] [DEBUG] [FORECASTER] GM: Forecast T+1@11:T+2@11: DOWN (p=48.99%)
[2025-10-14T23:57:07.384495] [INFO ] [FORECASTER] Completed predict_future for GM
[2025-10-14T23:57:07.384638] [INFO ] [sig       ] GM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:07.536366] [INFO ] [LOCAL     ] Saved forecast: GM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GM.txt
[2025-10-14T23:57:07.536621] [INFO ] [sig       ] [792/1812] Completed GM in 0.3s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:07.536705] [INFO ] [sig       ] [793/1812] Forecasting GME...
[2025-10-14T23:57:07.536753] [INFO ] [sig       ] Generating forecast for: GME
[2025-10-14T23:57:07.536786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GME' from 'https://tdm.silogroup.org/data/derivative_storage/GME.csv'.
[2025-10-14T23:57:07.546000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GME'.
[2025-10-14T23:57:07.546372] [INFO ] [FORECASTER] Starting predict_future for GME
[2025-10-14T23:57:07.573577] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:07.574446] [DEBUG] [LOCAL     ] No optimal features file found for GME: ./output/feature-sets/GME.txt
[2025-10-14T23:57:07.574504] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:07.574539] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:07.574567] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:07.574625] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:07.593546] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:07.594450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:07.594537] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:07.594575] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:07.632163] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:07.632288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:07.632328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:07.632359] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:07.635629] [DEBUG] [FORECASTER] GME: Forecast T+1@11:T+2@11: UP (p=85.25%)
[2025-10-14T23:57:07.635932] [INFO ] [FORECASTER] Completed predict_future for GME
[2025-10-14T23:57:07.636072] [INFO ] [sig       ] GME: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:07.787799] [INFO ] [LOCAL     ] Saved forecast: GME	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GME.txt
[2025-10-14T23:57:07.788137] [INFO ] [sig       ] [793/1812] Completed GME in 0.3s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:07.788199] [INFO ] [sig       ] [794/1812] Forecasting GMED...
[2025-10-14T23:57:07.788233] [INFO ] [sig       ] Generating forecast for: GMED
[2025-10-14T23:57:07.788265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GMED' from 'https://tdm.silogroup.org/data/derivative_storage/GMED.csv'.
[2025-10-14T23:57:07.799781] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GMED'.
[2025-10-14T23:57:07.800156] [INFO ] [FORECASTER] Starting predict_future for GMED
[2025-10-14T23:57:07.826044] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:07.826922] [DEBUG] [LOCAL     ] No optimal features file found for GMED: ./output/feature-sets/GMED.txt
[2025-10-14T23:57:07.826978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:07.827010] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:07.827039] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:07.827097] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:07.845422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:07.846076] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:07.846157] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:07.846193] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:07.883278] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:07.883374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:07.883411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:07.883442] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:07.886783] [DEBUG] [FORECASTER] GMED: Forecast T+1@11:T+2@11: DOWN (p=14.37%)
[2025-10-14T23:57:07.887043] [INFO ] [FORECASTER] Completed predict_future for GMED
[2025-10-14T23:57:07.887182] [INFO ] [sig       ] GMED: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:08.038905] [INFO ] [LOCAL     ] Saved forecast: GMED	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GMED.txt
[2025-10-14T23:57:08.039162] [INFO ] [sig       ] [794/1812] Completed GMED in 0.3s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:08.039219] [INFO ] [sig       ] [795/1812] Forecasting GMRE...
[2025-10-14T23:57:08.039252] [INFO ] [sig       ] Generating forecast for: GMRE
[2025-10-14T23:57:08.039284] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GMRE' from 'https://tdm.silogroup.org/data/derivative_storage/GMRE.csv'.
[2025-10-14T23:57:08.047907] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GMRE'.
[2025-10-14T23:57:08.048195] [INFO ] [FORECASTER] Starting predict_future for GMRE
[2025-10-14T23:57:08.073192] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:08.073915] [DEBUG] [LOCAL     ] No optimal features file found for GMRE: ./output/feature-sets/GMRE.txt
[2025-10-14T23:57:08.073968] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:08.074002] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:08.074029] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:08.074093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:08.091230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:08.091792] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:08.091871] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:08.091904] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:08.128310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:08.128407] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:08.128442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:08.128471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:08.131765] [DEBUG] [FORECASTER] GMRE: Forecast T+1@11:T+2@11: UP (p=88.03%)
[2025-10-14T23:57:08.132022] [INFO ] [FORECASTER] Completed predict_future for GMRE
[2025-10-14T23:57:08.132192] [INFO ] [sig       ] GMRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:08.280473] [INFO ] [LOCAL     ] Saved forecast: GMRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GMRE.txt
[2025-10-14T23:57:08.280736] [INFO ] [sig       ] [795/1812] Completed GMRE in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:08.280801] [INFO ] [sig       ] [796/1812] Forecasting GNE...
[2025-10-14T23:57:08.280837] [INFO ] [sig       ] Generating forecast for: GNE
[2025-10-14T23:57:08.280872] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNE' from 'https://tdm.silogroup.org/data/derivative_storage/GNE.csv'.
[2025-10-14T23:57:08.289432] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNE'.
[2025-10-14T23:57:08.289732] [INFO ] [FORECASTER] Starting predict_future for GNE
[2025-10-14T23:57:08.315637] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:08.316399] [DEBUG] [LOCAL     ] No optimal features file found for GNE: ./output/feature-sets/GNE.txt
[2025-10-14T23:57:08.316454] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:08.316488] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:08.316566] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:08.316634] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:08.334430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:08.335004] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:08.335086] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:08.335120] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:08.373413] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:08.373500] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:08.373554] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:08.373586] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:08.376844] [DEBUG] [FORECASTER] GNE: Forecast T+1@11:T+2@11: UP (p=98.60%)
[2025-10-14T23:57:08.377104] [INFO ] [FORECASTER] Completed predict_future for GNE
[2025-10-14T23:57:08.377236] [INFO ] [sig       ] GNE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:08.518442] [INFO ] [LOCAL     ] Saved forecast: GNE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GNE.txt
[2025-10-14T23:57:08.518682] [INFO ] [sig       ] [796/1812] Completed GNE in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:08.518742] [INFO ] [sig       ] [797/1812] Forecasting GNK...
[2025-10-14T23:57:08.518782] [INFO ] [sig       ] Generating forecast for: GNK
[2025-10-14T23:57:08.518814] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNK' from 'https://tdm.silogroup.org/data/derivative_storage/GNK.csv'.
[2025-10-14T23:57:08.527468] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNK'.
[2025-10-14T23:57:08.527753] [INFO ] [FORECASTER] Starting predict_future for GNK
[2025-10-14T23:57:08.553206] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:08.553954] [DEBUG] [LOCAL     ] No optimal features file found for GNK: ./output/feature-sets/GNK.txt
[2025-10-14T23:57:08.554009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:08.554044] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:08.554071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:08.554128] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:08.571599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:08.572166] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:08.572245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:08.572278] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:08.615013] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:08.615117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:08.615165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:08.615220] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:08.618963] [DEBUG] [FORECASTER] GNK: Forecast T+1@11:T+2@11: DOWN (p=3.32%)
[2025-10-14T23:57:08.619266] [INFO ] [FORECASTER] Completed predict_future for GNK
[2025-10-14T23:57:08.619416] [INFO ] [sig       ] GNK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:08.763200] [INFO ] [LOCAL     ] Saved forecast: GNK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GNK.txt
[2025-10-14T23:57:08.763429] [INFO ] [sig       ] [797/1812] Completed GNK in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:08.763473] [INFO ] [sig       ] [798/1812] Forecasting GNL...
[2025-10-14T23:57:08.763506] [INFO ] [sig       ] Generating forecast for: GNL
[2025-10-14T23:57:08.763538] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNL' from 'https://tdm.silogroup.org/data/derivative_storage/GNL.csv'.
[2025-10-14T23:57:08.772496] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNL'.
[2025-10-14T23:57:08.772808] [INFO ] [FORECASTER] Starting predict_future for GNL
[2025-10-14T23:57:08.797947] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:08.798708] [DEBUG] [LOCAL     ] No optimal features file found for GNL: ./output/feature-sets/GNL.txt
[2025-10-14T23:57:08.798767] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:08.798802] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:08.798846] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:08.798905] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:08.816254] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:08.816835] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:08.816917] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:08.816951] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:08.856009] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:08.856108] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:08.856145] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:08.856174] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:08.859392] [DEBUG] [FORECASTER] GNL: Forecast T+1@11:T+2@11: DOWN (p=16.36%)
[2025-10-14T23:57:08.859711] [INFO ] [FORECASTER] Completed predict_future for GNL
[2025-10-14T23:57:08.859858] [INFO ] [sig       ] GNL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:09.001633] [INFO ] [LOCAL     ] Saved forecast: GNL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GNL.txt
[2025-10-14T23:57:09.001920] [INFO ] [sig       ] [798/1812] Completed GNL in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:09.001965] [INFO ] [sig       ] [799/1812] Forecasting GNRC...
[2025-10-14T23:57:09.001997] [INFO ] [sig       ] Generating forecast for: GNRC
[2025-10-14T23:57:09.002029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNRC' from 'https://tdm.silogroup.org/data/derivative_storage/GNRC.csv'.
[2025-10-14T23:57:09.010941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNRC'.
[2025-10-14T23:57:09.011307] [INFO ] [FORECASTER] Starting predict_future for GNRC
[2025-10-14T23:57:09.036620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:09.037369] [DEBUG] [LOCAL     ] No optimal features file found for GNRC: ./output/feature-sets/GNRC.txt
[2025-10-14T23:57:09.037423] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:09.037458] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:09.037487] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:09.037544] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:09.055500] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:09.056241] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:09.056351] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:09.056413] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:09.092537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:09.093123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:09.093177] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:09.093209] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:09.097852] [DEBUG] [FORECASTER] GNRC: Forecast T+1@11:T+2@11: DOWN (p=0.94%)
[2025-10-14T23:57:09.098169] [INFO ] [FORECASTER] Completed predict_future for GNRC
[2025-10-14T23:57:09.098316] [INFO ] [sig       ] GNRC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:09.239138] [INFO ] [LOCAL     ] Saved forecast: GNRC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GNRC.txt
[2025-10-14T23:57:09.239383] [INFO ] [sig       ] [799/1812] Completed GNRC in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:09.239425] [INFO ] [sig       ] [800/1812] Forecasting GNT...
[2025-10-14T23:57:09.239455] [INFO ] [sig       ] Generating forecast for: GNT
[2025-10-14T23:57:09.239485] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNT' from 'https://tdm.silogroup.org/data/derivative_storage/GNT.csv'.
[2025-10-14T23:57:09.250888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNT'.
[2025-10-14T23:57:09.251312] [INFO ] [FORECASTER] Starting predict_future for GNT
[2025-10-14T23:57:09.280490] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:09.281343] [DEBUG] [LOCAL     ] No optimal features file found for GNT: ./output/feature-sets/GNT.txt
[2025-10-14T23:57:09.281402] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:09.281437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:09.281465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:09.281523] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:09.299138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:09.299747] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:09.299834] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:09.299869] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:09.335948] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:09.336107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:09.336150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:09.336181] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:09.339623] [DEBUG] [FORECASTER] GNT: Forecast T+1@11:T+2@11: UP (p=96.67%)
[2025-10-14T23:57:09.339929] [INFO ] [FORECASTER] Completed predict_future for GNT
[2025-10-14T23:57:09.340071] [INFO ] [sig       ] GNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:09.532712] [INFO ] [LOCAL     ] Saved forecast: GNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GNT.txt
[2025-10-14T23:57:09.532929] [INFO ] [sig       ] [800/1812] Completed GNT in 0.3s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:09.532971] [INFO ] [sig       ] [801/1812] Forecasting GNW...
[2025-10-14T23:57:09.533001] [INFO ] [sig       ] Generating forecast for: GNW
[2025-10-14T23:57:09.533032] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNW' from 'https://tdm.silogroup.org/data/derivative_storage/GNW.csv'.
[2025-10-14T23:57:09.541098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNW'.
[2025-10-14T23:57:09.541385] [INFO ] [FORECASTER] Starting predict_future for GNW
[2025-10-14T23:57:09.566343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:09.567074] [DEBUG] [LOCAL     ] No optimal features file found for GNW: ./output/feature-sets/GNW.txt
[2025-10-14T23:57:09.567127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:09.567159] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:09.567186] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:09.567243] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:09.584496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:09.585231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:09.585330] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:09.585377] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:09.624147] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:09.624272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:09.624313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:09.624342] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:09.627717] [DEBUG] [FORECASTER] GNW: Forecast T+1@11:T+2@11: UP (p=91.70%)
[2025-10-14T23:57:09.627992] [INFO ] [FORECASTER] Completed predict_future for GNW
[2025-10-14T23:57:09.628157] [INFO ] [sig       ] GNW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:09.770782] [INFO ] [LOCAL     ] Saved forecast: GNW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GNW.txt
[2025-10-14T23:57:09.771002] [INFO ] [sig       ] [801/1812] Completed GNW in 0.2s | 4.24 sym/s | Total: 3.1m | ETA: 4.0m
[2025-10-14T23:57:09.771054] [INFO ] [sig       ] [802/1812] Forecasting GOF...
[2025-10-14T23:57:09.771108] [INFO ] [sig       ] Generating forecast for: GOF
[2025-10-14T23:57:09.771141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOF' from 'https://tdm.silogroup.org/data/derivative_storage/GOF.csv'.
[2025-10-14T23:57:09.780255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOF'.
[2025-10-14T23:57:09.780597] [INFO ] [FORECASTER] Starting predict_future for GOF
[2025-10-14T23:57:09.805157] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:09.805869] [DEBUG] [LOCAL     ] No optimal features file found for GOF: ./output/feature-sets/GOF.txt
[2025-10-14T23:57:09.805923] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:09.805956] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:09.805984] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:09.806041] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:09.822631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:09.823182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:09.823261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:09.823294] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:09.859616] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:09.859760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:09.859808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:09.859841] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:09.863177] [DEBUG] [FORECASTER] GOF: Forecast T+1@11:T+2@11: DOWN (p=18.51%)
[2025-10-14T23:57:09.863450] [INFO ] [FORECASTER] Completed predict_future for GOF
[2025-10-14T23:57:09.863608] [INFO ] [sig       ] GOF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:10.005019] [INFO ] [LOCAL     ] Saved forecast: GOF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GOF.txt
[2025-10-14T23:57:10.005245] [INFO ] [sig       ] [802/1812] Completed GOF in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-14T23:57:10.005288] [INFO ] [sig       ] [803/1812] Forecasting GOLF...
[2025-10-14T23:57:10.005321] [INFO ] [sig       ] Generating forecast for: GOLF
[2025-10-14T23:57:10.005352] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOLF' from 'https://tdm.silogroup.org/data/derivative_storage/GOLF.csv'.
[2025-10-14T23:57:10.014723] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOLF'.
[2025-10-14T23:57:10.015057] [INFO ] [FORECASTER] Starting predict_future for GOLF
[2025-10-14T23:57:10.039967] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:10.040634] [DEBUG] [LOCAL     ] No optimal features file found for GOLF: ./output/feature-sets/GOLF.txt
[2025-10-14T23:57:10.040716] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:10.040752] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:10.040780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:10.040836] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:10.057737] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:10.058349] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:10.058429] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:10.058462] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:10.094264] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:10.094421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:10.094480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:10.094512] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:10.097922] [DEBUG] [FORECASTER] GOLF: Forecast T+1@11:T+2@11: UP (p=50.22%)
[2025-10-14T23:57:10.098226] [INFO ] [FORECASTER] Completed predict_future for GOLF
[2025-10-14T23:57:10.098368] [INFO ] [sig       ] GOLF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:10.236444] [INFO ] [LOCAL     ] Saved forecast: GOLF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GOLF.txt
[2025-10-14T23:57:10.236676] [INFO ] [sig       ] [803/1812] Completed GOLF in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-14T23:57:10.236736] [INFO ] [sig       ] [804/1812] Forecasting GOOS...
[2025-10-14T23:57:10.236768] [INFO ] [sig       ] Generating forecast for: GOOS
[2025-10-14T23:57:10.236799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOOS' from 'https://tdm.silogroup.org/data/derivative_storage/GOOS.csv'.
[2025-10-14T23:57:10.246004] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOOS'.
[2025-10-14T23:57:10.246275] [INFO ] [FORECASTER] Starting predict_future for GOOS
[2025-10-14T23:57:10.270959] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:10.271606] [DEBUG] [LOCAL     ] No optimal features file found for GOOS: ./output/feature-sets/GOOS.txt
[2025-10-14T23:57:10.271682] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:10.271730] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:10.271760] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:10.271816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:10.290359] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:10.291084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:10.291166] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:10.291201] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:10.327169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:10.327339] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:10.327378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:10.327409] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:10.330967] [DEBUG] [FORECASTER] GOOS: Forecast T+1@11:T+2@11: UP (p=83.11%)
[2025-10-14T23:57:10.331264] [INFO ] [FORECASTER] Completed predict_future for GOOS
[2025-10-14T23:57:10.331403] [INFO ] [sig       ] GOOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:10.479604] [INFO ] [LOCAL     ] Saved forecast: GOOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GOOS.txt
[2025-10-14T23:57:10.479845] [INFO ] [sig       ] [804/1812] Completed GOOS in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-14T23:57:10.479906] [INFO ] [sig       ] [805/1812] Forecasting GOTU...
[2025-10-14T23:57:10.479945] [INFO ] [sig       ] Generating forecast for: GOTU
[2025-10-14T23:57:10.479982] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOTU' from 'https://tdm.silogroup.org/data/derivative_storage/GOTU.csv'.
[2025-10-14T23:57:10.488213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOTU'.
[2025-10-14T23:57:10.488521] [INFO ] [FORECASTER] Starting predict_future for GOTU
[2025-10-14T23:57:10.513529] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:10.514244] [DEBUG] [LOCAL     ] No optimal features file found for GOTU: ./output/feature-sets/GOTU.txt
[2025-10-14T23:57:10.514298] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:10.514332] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:10.514361] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:10.514434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:10.531864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:10.532410] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:10.532489] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:10.532524] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:10.567537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:10.567670] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:10.567727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:10.567759] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:10.570926] [DEBUG] [FORECASTER] GOTU: Forecast T+1@11:T+2@11: DOWN (p=30.25%)
[2025-10-14T23:57:10.571179] [INFO ] [FORECASTER] Completed predict_future for GOTU
[2025-10-14T23:57:10.571302] [INFO ] [sig       ] GOTU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:10.712265] [INFO ] [LOCAL     ] Saved forecast: GOTU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GOTU.txt
[2025-10-14T23:57:10.712490] [INFO ] [sig       ] [805/1812] Completed GOTU in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-14T23:57:10.712545] [INFO ] [sig       ] [806/1812] Forecasting GPI...
[2025-10-14T23:57:10.712579] [INFO ] [sig       ] Generating forecast for: GPI
[2025-10-14T23:57:10.712611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPI' from 'https://tdm.silogroup.org/data/derivative_storage/GPI.csv'.
[2025-10-14T23:57:10.722433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPI'.
[2025-10-14T23:57:10.722881] [INFO ] [FORECASTER] Starting predict_future for GPI
[2025-10-14T23:57:10.748818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:10.749543] [DEBUG] [LOCAL     ] No optimal features file found for GPI: ./output/feature-sets/GPI.txt
[2025-10-14T23:57:10.749599] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:10.749633] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:10.749702] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:10.749773] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:10.767173] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:10.767743] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:10.767825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:10.767860] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:10.804863] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:10.805000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:10.805042] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:10.805073] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:10.808466] [DEBUG] [FORECASTER] GPI: Forecast T+1@11:T+2@11: UP (p=82.77%)
[2025-10-14T23:57:10.808864] [INFO ] [FORECASTER] Completed predict_future for GPI
[2025-10-14T23:57:10.809034] [INFO ] [sig       ] GPI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:10.954025] [INFO ] [LOCAL     ] Saved forecast: GPI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GPI.txt
[2025-10-14T23:57:10.954298] [INFO ] [sig       ] [806/1812] Completed GPI in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-14T23:57:10.954341] [INFO ] [sig       ] [807/1812] Forecasting GPJA...
[2025-10-14T23:57:10.954371] [INFO ] [sig       ] Generating forecast for: GPJA
[2025-10-14T23:57:10.954402] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPJA' from 'https://tdm.silogroup.org/data/derivative_storage/GPJA.csv'.
[2025-10-14T23:57:10.963245] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPJA'.
[2025-10-14T23:57:10.963577] [INFO ] [FORECASTER] Starting predict_future for GPJA
[2025-10-14T23:57:10.989851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:10.990628] [DEBUG] [LOCAL     ] No optimal features file found for GPJA: ./output/feature-sets/GPJA.txt
[2025-10-14T23:57:10.990710] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:10.990751] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:10.990784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:10.990861] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:11.008244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:11.009073] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:11.009160] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:11.009195] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:11.049637] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:11.049842] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:11.049893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:11.049928] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:11.053476] [DEBUG] [FORECASTER] GPJA: Forecast T+1@11:T+2@11: UP (p=84.28%)
[2025-10-14T23:57:11.053798] [INFO ] [FORECASTER] Completed predict_future for GPJA
[2025-10-14T23:57:11.053951] [INFO ] [sig       ] GPJA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:11.199711] [INFO ] [LOCAL     ] Saved forecast: GPJA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GPJA.txt
[2025-10-14T23:57:11.199984] [INFO ] [sig       ] [807/1812] Completed GPJA in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:11.200027] [INFO ] [sig       ] [808/1812] Forecasting GPK...
[2025-10-14T23:57:11.200061] [INFO ] [sig       ] Generating forecast for: GPK
[2025-10-14T23:57:11.200093] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPK' from 'https://tdm.silogroup.org/data/derivative_storage/GPK.csv'.
[2025-10-14T23:57:11.210675] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPK'.
[2025-10-14T23:57:11.211187] [INFO ] [FORECASTER] Starting predict_future for GPK
[2025-10-14T23:57:11.237513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:11.238442] [DEBUG] [LOCAL     ] No optimal features file found for GPK: ./output/feature-sets/GPK.txt
[2025-10-14T23:57:11.238498] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:11.238532] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:11.238562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:11.238620] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:11.256382] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:11.257306] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:11.257430] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:11.257467] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:11.299262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:11.299451] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:11.299495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:11.299526] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:11.303159] [DEBUG] [FORECASTER] GPK: Forecast T+1@11:T+2@11: DOWN (p=0.56%)
[2025-10-14T23:57:11.303461] [INFO ] [FORECASTER] Completed predict_future for GPK
[2025-10-14T23:57:11.303609] [INFO ] [sig       ] GPK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:11.454579] [INFO ] [LOCAL     ] Saved forecast: GPK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GPK.txt
[2025-10-14T23:57:11.454825] [INFO ] [sig       ] [808/1812] Completed GPK in 0.3s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:11.454881] [INFO ] [sig       ] [809/1812] Forecasting GPMT...
[2025-10-14T23:57:11.454914] [INFO ] [sig       ] Generating forecast for: GPMT
[2025-10-14T23:57:11.454945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPMT' from 'https://tdm.silogroup.org/data/derivative_storage/GPMT.csv'.
[2025-10-14T23:57:11.463626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPMT'.
[2025-10-14T23:57:11.463930] [INFO ] [FORECASTER] Starting predict_future for GPMT
[2025-10-14T23:57:11.488739] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:11.489536] [DEBUG] [LOCAL     ] No optimal features file found for GPMT: ./output/feature-sets/GPMT.txt
[2025-10-14T23:57:11.489592] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:11.489701] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:11.489741] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:11.489811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:11.507551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:11.508243] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:11.508324] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:11.508366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:11.546908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:11.546995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:11.547031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:11.547059] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:11.550126] [DEBUG] [FORECASTER] GPMT: Forecast T+1@11:T+2@11: DOWN (p=49.72%)
[2025-10-14T23:57:11.550371] [INFO ] [FORECASTER] Completed predict_future for GPMT
[2025-10-14T23:57:11.550515] [INFO ] [sig       ] GPMT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:11.689454] [INFO ] [LOCAL     ] Saved forecast: GPMT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GPMT.txt
[2025-10-14T23:57:11.689712] [INFO ] [sig       ] [809/1812] Completed GPMT in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:11.689775] [INFO ] [sig       ] [810/1812] Forecasting GPN...
[2025-10-14T23:57:11.689809] [INFO ] [sig       ] Generating forecast for: GPN
[2025-10-14T23:57:11.689845] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPN' from 'https://tdm.silogroup.org/data/derivative_storage/GPN.csv'.
[2025-10-14T23:57:11.699237] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPN'.
[2025-10-14T23:57:11.699523] [INFO ] [FORECASTER] Starting predict_future for GPN
[2025-10-14T23:57:11.724121] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:11.724840] [DEBUG] [LOCAL     ] No optimal features file found for GPN: ./output/feature-sets/GPN.txt
[2025-10-14T23:57:11.724894] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:11.724926] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:11.724954] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:11.725009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:11.741991] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:11.742765] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:11.742861] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:11.742893] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:11.783001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:11.783147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:11.783184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:11.783237] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:11.786510] [DEBUG] [FORECASTER] GPN: Forecast T+1@11:T+2@11: DOWN (p=3.70%)
[2025-10-14T23:57:11.786814] [INFO ] [FORECASTER] Completed predict_future for GPN
[2025-10-14T23:57:11.786956] [INFO ] [sig       ] GPN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:11.932722] [INFO ] [LOCAL     ] Saved forecast: GPN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GPN.txt
[2025-10-14T23:57:11.933047] [INFO ] [sig       ] [810/1812] Completed GPN in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:11.933107] [INFO ] [sig       ] [811/1812] Forecasting GPOR...
[2025-10-14T23:57:11.933140] [INFO ] [sig       ] Generating forecast for: GPOR
[2025-10-14T23:57:11.933180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPOR' from 'https://tdm.silogroup.org/data/derivative_storage/GPOR.csv'.
[2025-10-14T23:57:11.943988] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPOR'.
[2025-10-14T23:57:11.944296] [INFO ] [FORECASTER] Starting predict_future for GPOR
[2025-10-14T23:57:11.969058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:11.969757] [DEBUG] [LOCAL     ] No optimal features file found for GPOR: ./output/feature-sets/GPOR.txt
[2025-10-14T23:57:11.969812] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:11.969846] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:11.969874] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:11.969942] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:11.986962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:11.987500] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:11.987578] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:11.987612] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:12.027566] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:12.027738] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:12.027787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:12.027818] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:12.031341] [DEBUG] [FORECASTER] GPOR: Forecast T+1@11:T+2@11: UP (p=64.18%)
[2025-10-14T23:57:12.031607] [INFO ] [FORECASTER] Completed predict_future for GPOR
[2025-10-14T23:57:12.031791] [INFO ] [sig       ] GPOR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:12.172859] [INFO ] [LOCAL     ] Saved forecast: GPOR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GPOR.txt
[2025-10-14T23:57:12.173062] [INFO ] [sig       ] [811/1812] Completed GPOR in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:12.173105] [INFO ] [sig       ] [812/1812] Forecasting GPRK...
[2025-10-14T23:57:12.173136] [INFO ] [sig       ] Generating forecast for: GPRK
[2025-10-14T23:57:12.173166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPRK' from 'https://tdm.silogroup.org/data/derivative_storage/GPRK.csv'.
[2025-10-14T23:57:12.182249] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPRK'.
[2025-10-14T23:57:12.182515] [INFO ] [FORECASTER] Starting predict_future for GPRK
[2025-10-14T23:57:12.206994] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:12.207734] [DEBUG] [LOCAL     ] No optimal features file found for GPRK: ./output/feature-sets/GPRK.txt
[2025-10-14T23:57:12.207788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:12.207824] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:12.207854] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:12.207951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:12.225445] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:12.226071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:12.226152] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:12.226186] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:12.265291] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:12.265392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:12.265429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:12.265458] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:12.268746] [DEBUG] [FORECASTER] GPRK: Forecast T+1@11:T+2@11: UP (p=92.83%)
[2025-10-14T23:57:12.269068] [INFO ] [FORECASTER] Completed predict_future for GPRK
[2025-10-14T23:57:12.269213] [INFO ] [sig       ] GPRK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:12.414275] [INFO ] [LOCAL     ] Saved forecast: GPRK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GPRK.txt
[2025-10-14T23:57:12.414482] [INFO ] [sig       ] [812/1812] Completed GPRK in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:12.414524] [INFO ] [sig       ] [813/1812] Forecasting GRBK...
[2025-10-14T23:57:12.414555] [INFO ] [sig       ] Generating forecast for: GRBK
[2025-10-14T23:57:12.414585] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRBK' from 'https://tdm.silogroup.org/data/derivative_storage/GRBK.csv'.
[2025-10-14T23:57:12.423350] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRBK'.
[2025-10-14T23:57:12.423618] [INFO ] [FORECASTER] Starting predict_future for GRBK
[2025-10-14T23:57:12.447897] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:12.448603] [DEBUG] [LOCAL     ] No optimal features file found for GRBK: ./output/feature-sets/GRBK.txt
[2025-10-14T23:57:12.448687] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:12.448737] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:12.448767] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:12.448824] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:12.466073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:12.466714] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:12.466796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:12.466829] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:12.504721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:12.504804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:12.504840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:12.504868] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:12.507863] [DEBUG] [FORECASTER] GRBK: Forecast T+1@11:T+2@11: DOWN (p=2.68%)
[2025-10-14T23:57:12.508383] [INFO ] [FORECASTER] Completed predict_future for GRBK
[2025-10-14T23:57:12.508855] [INFO ] [sig       ] GRBK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:12.669688] [INFO ] [LOCAL     ] Saved forecast: GRBK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GRBK.txt
[2025-10-14T23:57:12.669987] [INFO ] [sig       ] [813/1812] Completed GRBK in 0.3s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:12.670050] [INFO ] [sig       ] [814/1812] Forecasting GRC...
[2025-10-14T23:57:12.670084] [INFO ] [sig       ] Generating forecast for: GRC
[2025-10-14T23:57:12.670115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRC' from 'https://tdm.silogroup.org/data/derivative_storage/GRC.csv'.
[2025-10-14T23:57:12.679757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRC'.
[2025-10-14T23:57:12.680015] [INFO ] [FORECASTER] Starting predict_future for GRC
[2025-10-14T23:57:12.705610] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:12.706426] [DEBUG] [LOCAL     ] No optimal features file found for GRC: ./output/feature-sets/GRC.txt
[2025-10-14T23:57:12.706481] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:12.706515] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:12.706544] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:12.706602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:12.724679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:12.725679] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:12.725773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:12.725809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:12.763822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:12.763901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:12.763939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:12.763967] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:12.766961] [DEBUG] [FORECASTER] GRC: Forecast T+1@11:T+2@11: UP (p=87.27%)
[2025-10-14T23:57:12.767213] [INFO ] [FORECASTER] Completed predict_future for GRC
[2025-10-14T23:57:12.767352] [INFO ] [sig       ] GRC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:12.904733] [INFO ] [LOCAL     ] Saved forecast: GRC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GRC.txt
[2025-10-14T23:57:12.904986] [INFO ] [sig       ] [814/1812] Completed GRC in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:12.905028] [INFO ] [sig       ] [815/1812] Forecasting GRDN...
[2025-10-14T23:57:12.905058] [INFO ] [sig       ] Generating forecast for: GRDN
[2025-10-14T23:57:12.905089] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRDN' from 'https://tdm.silogroup.org/data/derivative_storage/GRDN.csv'.
[2025-10-14T23:57:12.914130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRDN'.
[2025-10-14T23:57:12.914395] [INFO ] [FORECASTER] Starting predict_future for GRDN
[2025-10-14T23:57:12.939033] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:12.939782] [DEBUG] [LOCAL     ] No optimal features file found for GRDN: ./output/feature-sets/GRDN.txt
[2025-10-14T23:57:12.939837] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:12.939871] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:12.939901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:12.939960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:12.957047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:12.957574] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:12.957676] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:12.957730] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:12.994024] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:12.994121] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:12.994160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:12.994191] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:12.997233] [DEBUG] [FORECASTER] GRDN: Forecast T+1@11:T+2@11: UP (p=99.19%)
[2025-10-14T23:57:12.997481] [INFO ] [FORECASTER] Completed predict_future for GRDN
[2025-10-14T23:57:12.998154] [INFO ] [sig       ] GRDN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:13.134311] [INFO ] [LOCAL     ] Saved forecast: GRDN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GRDN.txt
[2025-10-14T23:57:13.134518] [INFO ] [sig       ] [815/1812] Completed GRDN in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:13.134560] [INFO ] [sig       ] [816/1812] Forecasting GRMN...
[2025-10-14T23:57:13.134591] [INFO ] [sig       ] Generating forecast for: GRMN
[2025-10-14T23:57:13.134622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRMN' from 'https://tdm.silogroup.org/data/derivative_storage/GRMN.csv'.
[2025-10-14T23:57:13.143430] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRMN'.
[2025-10-14T23:57:13.143722] [INFO ] [FORECASTER] Starting predict_future for GRMN
[2025-10-14T23:57:13.168049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:13.168814] [DEBUG] [LOCAL     ] No optimal features file found for GRMN: ./output/feature-sets/GRMN.txt
[2025-10-14T23:57:13.168873] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:13.168906] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:13.168935] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:13.168991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:13.185794] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:13.186325] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:13.186403] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:13.186435] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:13.221972] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:13.222070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:13.222107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:13.222136] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:13.225188] [DEBUG] [FORECASTER] GRMN: Forecast T+1@11:T+2@11: DOWN (p=0.98%)
[2025-10-14T23:57:13.225436] [INFO ] [FORECASTER] Completed predict_future for GRMN
[2025-10-14T23:57:13.225576] [INFO ] [sig       ] GRMN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:13.362310] [INFO ] [LOCAL     ] Saved forecast: GRMN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GRMN.txt
[2025-10-14T23:57:13.362556] [INFO ] [sig       ] [816/1812] Completed GRMN in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:13.362598] [INFO ] [sig       ] [817/1812] Forecasting GRND...
[2025-10-14T23:57:13.362628] [INFO ] [sig       ] Generating forecast for: GRND
[2025-10-14T23:57:13.362698] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRND' from 'https://tdm.silogroup.org/data/derivative_storage/GRND.csv'.
[2025-10-14T23:57:13.371504] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRND'.
[2025-10-14T23:57:13.371798] [INFO ] [FORECASTER] Starting predict_future for GRND
[2025-10-14T23:57:13.396010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:13.396754] [DEBUG] [LOCAL     ] No optimal features file found for GRND: ./output/feature-sets/GRND.txt
[2025-10-14T23:57:13.396809] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:13.396841] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:13.396869] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:13.396926] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:13.417851] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:13.418912] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:13.418994] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:13.419028] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:13.454721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:13.454888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:13.454930] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:13.454980] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:13.458436] [DEBUG] [FORECASTER] GRND: Forecast T+1@11:T+2@11: DOWN (p=4.78%)
[2025-10-14T23:57:13.458743] [INFO ] [FORECASTER] Completed predict_future for GRND
[2025-10-14T23:57:13.458884] [INFO ] [sig       ] GRND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:13.596173] [INFO ] [LOCAL     ] Saved forecast: GRND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GRND.txt
[2025-10-14T23:57:13.596391] [INFO ] [sig       ] [817/1812] Completed GRND in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:13.596432] [INFO ] [sig       ] [818/1812] Forecasting GRNT...
[2025-10-14T23:57:13.596463] [INFO ] [sig       ] Generating forecast for: GRNT
[2025-10-14T23:57:13.596493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRNT' from 'https://tdm.silogroup.org/data/derivative_storage/GRNT.csv'.
[2025-10-14T23:57:13.606041] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRNT'.
[2025-10-14T23:57:13.606401] [INFO ] [FORECASTER] Starting predict_future for GRNT
[2025-10-14T23:57:13.632458] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:13.633297] [DEBUG] [LOCAL     ] No optimal features file found for GRNT: ./output/feature-sets/GRNT.txt
[2025-10-14T23:57:13.633353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:13.633387] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:13.633416] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:13.633474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:13.651173] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:13.651788] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:13.651869] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:13.651903] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:13.688046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:13.688253] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:13.688299] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:13.688331] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:13.691961] [DEBUG] [FORECASTER] GRNT: Forecast T+1@11:T+2@11: UP (p=91.46%)
[2025-10-14T23:57:13.692293] [INFO ] [FORECASTER] Completed predict_future for GRNT
[2025-10-14T23:57:13.692479] [INFO ] [sig       ] GRNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:13.842065] [INFO ] [LOCAL     ] Saved forecast: GRNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GRNT.txt
[2025-10-14T23:57:13.842286] [INFO ] [sig       ] [818/1812] Completed GRNT in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:13.842327] [INFO ] [sig       ] [819/1812] Forecasting GROV...
[2025-10-14T23:57:13.842357] [INFO ] [sig       ] Generating forecast for: GROV
[2025-10-14T23:57:13.842460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GROV' from 'https://tdm.silogroup.org/data/derivative_storage/GROV.csv'.
[2025-10-14T23:57:13.851127] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GROV'.
[2025-10-14T23:57:13.851381] [INFO ] [FORECASTER] Starting predict_future for GROV
[2025-10-14T23:57:13.875813] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:13.876512] [DEBUG] [LOCAL     ] No optimal features file found for GROV: ./output/feature-sets/GROV.txt
[2025-10-14T23:57:13.876565] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:13.876598] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:13.876626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:13.876737] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:13.894262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:13.894860] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:13.894958] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:13.895020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:13.928830] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:13.928931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:13.928969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:13.928999] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:13.932181] [DEBUG] [FORECASTER] GROV: Forecast T+1@11:T+2@11: DOWN (p=27.08%)
[2025-10-14T23:57:13.932440] [INFO ] [FORECASTER] Completed predict_future for GROV
[2025-10-14T23:57:13.932570] [INFO ] [sig       ] GROV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:14.071110] [INFO ] [LOCAL     ] Saved forecast: GROV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GROV.txt
[2025-10-14T23:57:14.071315] [INFO ] [sig       ] [819/1812] Completed GROV in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:14.071356] [INFO ] [sig       ] [820/1812] Forecasting GRX...
[2025-10-14T23:57:14.071386] [INFO ] [sig       ] Generating forecast for: GRX
[2025-10-14T23:57:14.071418] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRX' from 'https://tdm.silogroup.org/data/derivative_storage/GRX.csv'.
[2025-10-14T23:57:14.080394] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRX'.
[2025-10-14T23:57:14.080757] [INFO ] [FORECASTER] Starting predict_future for GRX
[2025-10-14T23:57:14.105086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:14.105806] [DEBUG] [LOCAL     ] No optimal features file found for GRX: ./output/feature-sets/GRX.txt
[2025-10-14T23:57:14.105860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:14.105894] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:14.105922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:14.105978] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:14.122836] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:14.123373] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:14.123457] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:14.123489] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:14.156732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:14.156836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:14.156872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:14.156901] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:14.160046] [DEBUG] [FORECASTER] GRX: Forecast T+1@11:T+2@11: UP (p=89.06%)
[2025-10-14T23:57:14.160305] [INFO ] [FORECASTER] Completed predict_future for GRX
[2025-10-14T23:57:14.160437] [INFO ] [sig       ] GRX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:14.297365] [INFO ] [LOCAL     ] Saved forecast: GRX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GRX.txt
[2025-10-14T23:57:14.297613] [INFO ] [sig       ] [820/1812] Completed GRX in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:14.297685] [INFO ] [sig       ] [821/1812] Forecasting GS...
[2025-10-14T23:57:14.297733] [INFO ] [sig       ] Generating forecast for: GS
[2025-10-14T23:57:14.297788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GS' from 'https://tdm.silogroup.org/data/derivative_storage/GS.csv'.
[2025-10-14T23:57:14.308718] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GS'.
[2025-10-14T23:57:14.309414] [INFO ] [FORECASTER] Starting predict_future for GS
[2025-10-14T23:57:14.338081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:14.338918] [DEBUG] [LOCAL     ] No optimal features file found for GS: ./output/feature-sets/GS.txt
[2025-10-14T23:57:14.338976] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:14.339012] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:14.339042] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:14.339099] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:14.357316] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:14.357933] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:14.358017] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:14.358053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:14.403686] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:14.403889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:14.403944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:14.403976] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:14.408117] [DEBUG] [FORECASTER] GS: Forecast T+1@11:T+2@11: DOWN (p=22.86%)
[2025-10-14T23:57:14.408425] [INFO ] [FORECASTER] Completed predict_future for GS
[2025-10-14T23:57:14.408587] [INFO ] [sig       ] GS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:14.555837] [INFO ] [LOCAL     ] Saved forecast: GS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GS.txt
[2025-10-14T23:57:14.556130] [INFO ] [sig       ] [821/1812] Completed GS in 0.3s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:14.556183] [INFO ] [sig       ] [822/1812] Forecasting GSBD...
[2025-10-14T23:57:14.556218] [INFO ] [sig       ] Generating forecast for: GSBD
[2025-10-14T23:57:14.556249] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSBD' from 'https://tdm.silogroup.org/data/derivative_storage/GSBD.csv'.
[2025-10-14T23:57:14.564957] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSBD'.
[2025-10-14T23:57:14.565211] [INFO ] [FORECASTER] Starting predict_future for GSBD
[2025-10-14T23:57:14.589666] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:14.590352] [DEBUG] [LOCAL     ] No optimal features file found for GSBD: ./output/feature-sets/GSBD.txt
[2025-10-14T23:57:14.590451] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:14.590490] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:14.590519] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:14.590575] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:14.607516] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:14.608174] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:14.608259] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:14.608293] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:14.650474] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:14.650570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:14.650605] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:14.650634] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:14.653742] [DEBUG] [FORECASTER] GSBD: Forecast T+1@11:T+2@11: UP (p=59.00%)
[2025-10-14T23:57:14.653994] [INFO ] [FORECASTER] Completed predict_future for GSBD
[2025-10-14T23:57:14.654126] [INFO ] [sig       ] GSBD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:14.792968] [INFO ] [LOCAL     ] Saved forecast: GSBD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GSBD.txt
[2025-10-14T23:57:14.793209] [INFO ] [sig       ] [822/1812] Completed GSBD in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:14.793291] [INFO ] [sig       ] [823/1812] Forecasting GSK...
[2025-10-14T23:57:14.793342] [INFO ] [sig       ] Generating forecast for: GSK
[2025-10-14T23:57:14.793375] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSK' from 'https://tdm.silogroup.org/data/derivative_storage/GSK.csv'.
[2025-10-14T23:57:14.805299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSK'.
[2025-10-14T23:57:14.805834] [INFO ] [FORECASTER] Starting predict_future for GSK
[2025-10-14T23:57:14.830969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:14.831672] [DEBUG] [LOCAL     ] No optimal features file found for GSK: ./output/feature-sets/GSK.txt
[2025-10-14T23:57:14.831731] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:14.831765] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:14.831793] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:14.831850] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:14.848736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:14.849281] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:14.849366] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:14.849399] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:14.885996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:14.886159] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:14.886198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:14.886227] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:14.889675] [DEBUG] [FORECASTER] GSK: Forecast T+1@11:T+2@11: UP (p=89.99%)
[2025-10-14T23:57:14.889950] [INFO ] [FORECASTER] Completed predict_future for GSK
[2025-10-14T23:57:14.890095] [INFO ] [sig       ] GSK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:15.032517] [INFO ] [LOCAL     ] Saved forecast: GSK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GSK.txt
[2025-10-14T23:57:15.032840] [INFO ] [sig       ] [823/1812] Completed GSK in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:15.032907] [INFO ] [sig       ] [824/1812] Forecasting GSL...
[2025-10-14T23:57:15.032941] [INFO ] [sig       ] Generating forecast for: GSL
[2025-10-14T23:57:15.032972] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSL' from 'https://tdm.silogroup.org/data/derivative_storage/GSL.csv'.
[2025-10-14T23:57:15.042300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSL'.
[2025-10-14T23:57:15.042612] [INFO ] [FORECASTER] Starting predict_future for GSL
[2025-10-14T23:57:15.067907] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:15.068797] [DEBUG] [LOCAL     ] No optimal features file found for GSL: ./output/feature-sets/GSL.txt
[2025-10-14T23:57:15.068857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:15.068891] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:15.068919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:15.068976] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:15.086707] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:15.087635] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:15.087764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:15.087802] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:15.125534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:15.125765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:15.125818] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:15.125876] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:15.129692] [DEBUG] [FORECASTER] GSL: Forecast T+1@11:T+2@11: UP (p=95.02%)
[2025-10-14T23:57:15.130020] [INFO ] [FORECASTER] Completed predict_future for GSL
[2025-10-14T23:57:15.130176] [INFO ] [sig       ] GSL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:15.276469] [INFO ] [LOCAL     ] Saved forecast: GSL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GSL.txt
[2025-10-14T23:57:15.276741] [INFO ] [sig       ] [824/1812] Completed GSL in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:15.276801] [INFO ] [sig       ] [825/1812] Forecasting GTES...
[2025-10-14T23:57:15.276834] [INFO ] [sig       ] Generating forecast for: GTES
[2025-10-14T23:57:15.276865] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTES' from 'https://tdm.silogroup.org/data/derivative_storage/GTES.csv'.
[2025-10-14T23:57:15.285687] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTES'.
[2025-10-14T23:57:15.286022] [INFO ] [FORECASTER] Starting predict_future for GTES
[2025-10-14T23:57:15.311532] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:15.312247] [DEBUG] [LOCAL     ] No optimal features file found for GTES: ./output/feature-sets/GTES.txt
[2025-10-14T23:57:15.312302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:15.312334] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:15.312363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:15.312421] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:15.330161] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:15.330816] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:15.330932] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:15.330972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:15.367417] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:15.367537] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:15.367576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:15.367607] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:15.370871] [DEBUG] [FORECASTER] GTES: Forecast T+1@11:T+2@11: UP (p=81.95%)
[2025-10-14T23:57:15.371168] [INFO ] [FORECASTER] Completed predict_future for GTES
[2025-10-14T23:57:15.371309] [INFO ] [sig       ] GTES: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:15.514962] [INFO ] [LOCAL     ] Saved forecast: GTES	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GTES.txt
[2025-10-14T23:57:15.515177] [INFO ] [sig       ] [825/1812] Completed GTES in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:15.515220] [INFO ] [sig       ] [826/1812] Forecasting GTLS...
[2025-10-14T23:57:15.515252] [INFO ] [sig       ] Generating forecast for: GTLS
[2025-10-14T23:57:15.515284] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTLS' from 'https://tdm.silogroup.org/data/derivative_storage/GTLS.csv'.
[2025-10-14T23:57:15.524877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTLS'.
[2025-10-14T23:57:15.525281] [INFO ] [FORECASTER] Starting predict_future for GTLS
[2025-10-14T23:57:15.550203] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:15.551002] [DEBUG] [LOCAL     ] No optimal features file found for GTLS: ./output/feature-sets/GTLS.txt
[2025-10-14T23:57:15.551056] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:15.551090] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:15.551118] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:15.551174] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:15.568321] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:15.568999] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:15.569081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:15.569114] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:15.606558] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:15.606753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:15.606804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:15.606835] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:15.610378] [DEBUG] [FORECASTER] GTLS: Forecast T+1@11:T+2@11: UP (p=96.57%)
[2025-10-14T23:57:15.610675] [INFO ] [FORECASTER] Completed predict_future for GTLS
[2025-10-14T23:57:15.610827] [INFO ] [sig       ] GTLS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:15.757496] [INFO ] [LOCAL     ] Saved forecast: GTLS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GTLS.txt
[2025-10-14T23:57:15.757793] [INFO ] [sig       ] [826/1812] Completed GTLS in 0.2s | 4.24 sym/s | Total: 3.2m | ETA: 3.9m
[2025-10-14T23:57:15.757858] [INFO ] [sig       ] [827/1812] Forecasting GTN...
[2025-10-14T23:57:15.757892] [INFO ] [sig       ] Generating forecast for: GTN
[2025-10-14T23:57:15.757924] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTN' from 'https://tdm.silogroup.org/data/derivative_storage/GTN.csv'.
[2025-10-14T23:57:15.768148] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTN'.
[2025-10-14T23:57:15.768588] [INFO ] [FORECASTER] Starting predict_future for GTN
[2025-10-14T23:57:15.796256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:15.797121] [DEBUG] [LOCAL     ] No optimal features file found for GTN: ./output/feature-sets/GTN.txt
[2025-10-14T23:57:15.797180] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:15.797217] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:15.797249] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:15.797308] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:15.815503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:15.816394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:15.816490] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:15.816526] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:15.853491] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:15.853688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:15.853746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:15.853777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:15.857366] [DEBUG] [FORECASTER] GTN: Forecast T+1@11:T+2@11: UP (p=86.80%)
[2025-10-14T23:57:15.857775] [INFO ] [FORECASTER] Completed predict_future for GTN
[2025-10-14T23:57:15.857929] [INFO ] [sig       ] GTN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:16.003332] [INFO ] [LOCAL     ] Saved forecast: GTN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GTN.txt
[2025-10-14T23:57:16.003539] [INFO ] [sig       ] [827/1812] Completed GTN in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:16.003582] [INFO ] [sig       ] [828/1812] Forecasting GTY...
[2025-10-14T23:57:16.003616] [INFO ] [sig       ] Generating forecast for: GTY
[2025-10-14T23:57:16.003678] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTY' from 'https://tdm.silogroup.org/data/derivative_storage/GTY.csv'.
[2025-10-14T23:57:16.012336] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTY'.
[2025-10-14T23:57:16.012594] [INFO ] [FORECASTER] Starting predict_future for GTY
[2025-10-14T23:57:16.037262] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:16.037978] [DEBUG] [LOCAL     ] No optimal features file found for GTY: ./output/feature-sets/GTY.txt
[2025-10-14T23:57:16.038031] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:16.038085] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:16.038134] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:16.038193] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:16.056000] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:16.056563] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:16.056673] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:16.056730] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:16.089411] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:16.089497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:16.089536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:16.089565] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:16.093412] [DEBUG] [FORECASTER] GTY: Forecast T+1@11:T+2@11: DOWN (p=3.30%)
[2025-10-14T23:57:16.093889] [INFO ] [FORECASTER] Completed predict_future for GTY
[2025-10-14T23:57:16.094024] [INFO ] [sig       ] GTY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:16.236889] [INFO ] [LOCAL     ] Saved forecast: GTY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GTY.txt
[2025-10-14T23:57:16.237111] [INFO ] [sig       ] [828/1812] Completed GTY in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:16.237153] [INFO ] [sig       ] [829/1812] Forecasting GUG...
[2025-10-14T23:57:16.237183] [INFO ] [sig       ] Generating forecast for: GUG
[2025-10-14T23:57:16.237214] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GUG' from 'https://tdm.silogroup.org/data/derivative_storage/GUG.csv'.
[2025-10-14T23:57:16.245816] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GUG'.
[2025-10-14T23:57:16.246091] [INFO ] [FORECASTER] Starting predict_future for GUG
[2025-10-14T23:57:16.271888] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:16.272586] [DEBUG] [LOCAL     ] No optimal features file found for GUG: ./output/feature-sets/GUG.txt
[2025-10-14T23:57:16.272661] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:16.272720] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:16.272754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:16.272813] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:16.290723] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:16.291311] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:16.291390] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:16.291424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:16.330152] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:16.330265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:16.330302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:16.330331] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:16.333509] [DEBUG] [FORECASTER] GUG: Forecast T+1@11:T+2@11: UP (p=55.46%)
[2025-10-14T23:57:16.333809] [INFO ] [FORECASTER] Completed predict_future for GUG
[2025-10-14T23:57:16.333947] [INFO ] [sig       ] GUG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:16.478403] [INFO ] [LOCAL     ] Saved forecast: GUG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GUG.txt
[2025-10-14T23:57:16.478613] [INFO ] [sig       ] [829/1812] Completed GUG in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:16.478695] [INFO ] [sig       ] [830/1812] Forecasting GUT...
[2025-10-14T23:57:16.478745] [INFO ] [sig       ] Generating forecast for: GUT
[2025-10-14T23:57:16.478780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GUT' from 'https://tdm.silogroup.org/data/derivative_storage/GUT.csv'.
[2025-10-14T23:57:16.487437] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GUT'.
[2025-10-14T23:57:16.487734] [INFO ] [FORECASTER] Starting predict_future for GUT
[2025-10-14T23:57:16.512991] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:16.513722] [DEBUG] [LOCAL     ] No optimal features file found for GUT: ./output/feature-sets/GUT.txt
[2025-10-14T23:57:16.513779] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:16.513814] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:16.513845] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:16.513904] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:16.532869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:16.533481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:16.533562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:16.533598] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:16.570669] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:16.570787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:16.570840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:16.570872] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:16.574207] [DEBUG] [FORECASTER] GUT: Forecast T+1@11:T+2@11: UP (p=60.86%)
[2025-10-14T23:57:16.574458] [INFO ] [FORECASTER] Completed predict_future for GUT
[2025-10-14T23:57:16.574586] [INFO ] [sig       ] GUT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:16.720683] [INFO ] [LOCAL     ] Saved forecast: GUT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GUT.txt
[2025-10-14T23:57:16.720933] [INFO ] [sig       ] [830/1812] Completed GUT in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:16.720978] [INFO ] [sig       ] [831/1812] Forecasting GVA...
[2025-10-14T23:57:16.721012] [INFO ] [sig       ] Generating forecast for: GVA
[2025-10-14T23:57:16.721045] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GVA' from 'https://tdm.silogroup.org/data/derivative_storage/GVA.csv'.
[2025-10-14T23:57:16.730352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GVA'.
[2025-10-14T23:57:16.730674] [INFO ] [FORECASTER] Starting predict_future for GVA
[2025-10-14T23:57:16.755818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:16.756493] [DEBUG] [LOCAL     ] No optimal features file found for GVA: ./output/feature-sets/GVA.txt
[2025-10-14T23:57:16.756546] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:16.756579] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:16.756607] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:16.756684] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:16.775106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:16.775697] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:16.775779] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:16.775815] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:16.811380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:16.811466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:16.811502] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:16.811576] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:16.814660] [DEBUG] [FORECASTER] GVA: Forecast T+1@11:T+2@11: DOWN (p=49.86%)
[2025-10-14T23:57:16.814921] [INFO ] [FORECASTER] Completed predict_future for GVA
[2025-10-14T23:57:16.815055] [INFO ] [sig       ] GVA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:16.960561] [INFO ] [LOCAL     ] Saved forecast: GVA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GVA.txt
[2025-10-14T23:57:16.960804] [INFO ] [sig       ] [831/1812] Completed GVA in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:16.960895] [INFO ] [sig       ] [832/1812] Forecasting GWH...
[2025-10-14T23:57:16.960934] [INFO ] [sig       ] Generating forecast for: GWH
[2025-10-14T23:57:16.960966] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWH' from 'https://tdm.silogroup.org/data/derivative_storage/GWH.csv'.
[2025-10-14T23:57:16.969294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWH'.
[2025-10-14T23:57:16.969549] [INFO ] [FORECASTER] Starting predict_future for GWH
[2025-10-14T23:57:16.993937] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:16.994591] [DEBUG] [LOCAL     ] No optimal features file found for GWH: ./output/feature-sets/GWH.txt
[2025-10-14T23:57:16.994665] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:16.994720] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:16.994751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:16.994808] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:17.013141] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:17.013768] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:17.013852] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:17.013888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:17.047303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:17.047415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:17.047451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:17.047480] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:17.051364] [DEBUG] [FORECASTER] GWH: Forecast T+1@11:T+2@11: UP (p=62.15%)
[2025-10-14T23:57:17.051620] [INFO ] [FORECASTER] Completed predict_future for GWH
[2025-10-14T23:57:17.051786] [INFO ] [sig       ] GWH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:17.192198] [INFO ] [LOCAL     ] Saved forecast: GWH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/GWH.txt
[2025-10-14T23:57:17.192401] [INFO ] [sig       ] [832/1812] Completed GWH in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-14T23:57:17.192441] [INFO ] [sig       ] [833/1812] Forecasting GWRE...
[2025-10-14T23:57:17.192472] [INFO ] [sig       ] Generating forecast for: GWRE
[2025-10-14T23:57:17.192503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWRE' from 'https://tdm.silogroup.org/data/derivative_storage/GWRE.csv'.
[2025-10-14T23:57:17.200983] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWRE'.
[2025-10-14T23:57:17.201232] [INFO ] [FORECASTER] Starting predict_future for GWRE
[2025-10-14T23:57:17.225823] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:17.226577] [DEBUG] [LOCAL     ] No optimal features file found for GWRE: ./output/feature-sets/GWRE.txt
[2025-10-14T23:57:17.226632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:17.226704] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:17.226746] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:17.226805] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:17.244924] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:17.246023] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:17.246136] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:17.246173] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:17.280612] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:17.280818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:17.280868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:17.280902] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:17.284457] [DEBUG] [FORECASTER] GWRE: Forecast T+1@11:T+2@11: DOWN (p=1.73%)
[2025-10-14T23:57:17.284810] [INFO ] [FORECASTER] Completed predict_future for GWRE
[2025-10-14T23:57:17.284960] [INFO ] [sig       ] GWRE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:17.438374] [INFO ] [LOCAL     ] Saved forecast: GWRE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GWRE.txt
[2025-10-14T23:57:17.438639] [INFO ] [sig       ] [833/1812] Completed GWRE in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:17.438725] [INFO ] [sig       ] [834/1812] Forecasting GWW...
[2025-10-14T23:57:17.438759] [INFO ] [sig       ] Generating forecast for: GWW
[2025-10-14T23:57:17.438790] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWW' from 'https://tdm.silogroup.org/data/derivative_storage/GWW.csv'.
[2025-10-14T23:57:17.448366] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWW'.
[2025-10-14T23:57:17.448764] [INFO ] [FORECASTER] Starting predict_future for GWW
[2025-10-14T23:57:17.473528] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:17.474293] [DEBUG] [LOCAL     ] No optimal features file found for GWW: ./output/feature-sets/GWW.txt
[2025-10-14T23:57:17.474345] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:17.474378] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:17.474406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:17.474461] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:17.491381] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:17.491951] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:17.492033] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:17.492066] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:17.527910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:17.528096] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:17.528153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:17.528185] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:17.531631] [DEBUG] [FORECASTER] GWW: Forecast T+1@11:T+2@11: DOWN (p=20.26%)
[2025-10-14T23:57:17.531937] [INFO ] [FORECASTER] Completed predict_future for GWW
[2025-10-14T23:57:17.532073] [INFO ] [sig       ] GWW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:17.668706] [INFO ] [LOCAL     ] Saved forecast: GWW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GWW.txt
[2025-10-14T23:57:17.668935] [INFO ] [sig       ] [834/1812] Completed GWW in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:17.668978] [INFO ] [sig       ] [835/1812] Forecasting GXO...
[2025-10-14T23:57:17.669010] [INFO ] [sig       ] Generating forecast for: GXO
[2025-10-14T23:57:17.669043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GXO' from 'https://tdm.silogroup.org/data/derivative_storage/GXO.csv'.
[2025-10-14T23:57:17.677333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GXO'.
[2025-10-14T23:57:17.677584] [INFO ] [FORECASTER] Starting predict_future for GXO
[2025-10-14T23:57:17.702014] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:17.702741] [DEBUG] [LOCAL     ] No optimal features file found for GXO: ./output/feature-sets/GXO.txt
[2025-10-14T23:57:17.702797] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:17.702830] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:17.702858] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:17.702915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:17.719990] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:17.720593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:17.720698] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:17.720747] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:17.756128] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:17.756284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:17.756324] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:17.756354] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:17.759750] [DEBUG] [FORECASTER] GXO: Forecast T+1@11:T+2@11: DOWN (p=39.09%)
[2025-10-14T23:57:17.760020] [INFO ] [FORECASTER] Completed predict_future for GXO
[2025-10-14T23:57:17.760156] [INFO ] [sig       ] GXO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:17.898536] [INFO ] [LOCAL     ] Saved forecast: GXO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GXO.txt
[2025-10-14T23:57:17.898789] [INFO ] [sig       ] [835/1812] Completed GXO in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:17.898849] [INFO ] [sig       ] [836/1812] Forecasting GYLD...
[2025-10-14T23:57:17.898882] [INFO ] [sig       ] Generating forecast for: GYLD
[2025-10-14T23:57:17.898913] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GYLD' from 'https://tdm.silogroup.org/data/derivative_storage/GYLD.csv'.
[2025-10-14T23:57:17.907340] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'GYLD'.
[2025-10-14T23:57:17.907776] [INFO ] [FORECASTER] Starting predict_future for GYLD
[2025-10-14T23:57:17.932361] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:17.933178] [DEBUG] [LOCAL     ] No optimal features file found for GYLD: ./output/feature-sets/GYLD.txt
[2025-10-14T23:57:17.933240] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:17.933273] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:17.933301] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:17.933357] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:17.950199] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:17.951017] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:17.951105] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:17.951139] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:17.985628] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:17.985808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:17.985852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:17.985881] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:17.989218] [DEBUG] [FORECASTER] GYLD: Forecast T+1@11:T+2@11: DOWN (p=4.27%)
[2025-10-14T23:57:17.989477] [INFO ] [FORECASTER] Completed predict_future for GYLD
[2025-10-14T23:57:17.989604] [INFO ] [sig       ] GYLD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:18.126969] [INFO ] [LOCAL     ] Saved forecast: GYLD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/GYLD.txt
[2025-10-14T23:57:18.127188] [INFO ] [sig       ] [836/1812] Completed GYLD in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:18.127237] [INFO ] [sig       ] [837/1812] Forecasting H...
[2025-10-14T23:57:18.127269] [INFO ] [sig       ] Generating forecast for: H
[2025-10-14T23:57:18.127299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'H' from 'https://tdm.silogroup.org/data/derivative_storage/H.csv'.
[2025-10-14T23:57:18.136839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'H'.
[2025-10-14T23:57:18.137218] [INFO ] [FORECASTER] Starting predict_future for H
[2025-10-14T23:57:18.162583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:18.163398] [DEBUG] [LOCAL     ] No optimal features file found for H: ./output/feature-sets/H.txt
[2025-10-14T23:57:18.163454] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:18.163489] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:18.163518] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:18.163575] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:18.180448] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:18.181148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:18.181231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:18.181264] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:18.220538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:18.220797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:18.220854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:18.220908] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:18.224637] [DEBUG] [FORECASTER] H: Forecast T+1@11:T+2@11: DOWN (p=8.43%)
[2025-10-14T23:57:18.225005] [INFO ] [FORECASTER] Completed predict_future for H
[2025-10-14T23:57:18.225152] [INFO ] [sig       ] H: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:18.366429] [INFO ] [LOCAL     ] Saved forecast: H	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/H.txt
[2025-10-14T23:57:18.366698] [INFO ] [sig       ] [837/1812] Completed H in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:18.366758] [INFO ] [sig       ] [838/1812] Forecasting HAE...
[2025-10-14T23:57:18.366791] [INFO ] [sig       ] Generating forecast for: HAE
[2025-10-14T23:57:18.366822] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAE' from 'https://tdm.silogroup.org/data/derivative_storage/HAE.csv'.
[2025-10-14T23:57:18.376311] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAE'.
[2025-10-14T23:57:18.376748] [INFO ] [FORECASTER] Starting predict_future for HAE
[2025-10-14T23:57:18.401953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:18.402630] [DEBUG] [LOCAL     ] No optimal features file found for HAE: ./output/feature-sets/HAE.txt
[2025-10-14T23:57:18.402710] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:18.402748] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:18.402775] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:18.402882] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:18.419818] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:18.420372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:18.420450] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:18.420484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:18.457065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:18.457226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:18.457266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:18.457296] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:18.460707] [DEBUG] [FORECASTER] HAE: Forecast T+1@11:T+2@11: DOWN (p=39.73%)
[2025-10-14T23:57:18.460976] [INFO ] [FORECASTER] Completed predict_future for HAE
[2025-10-14T23:57:18.461108] [INFO ] [sig       ] HAE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:18.598378] [INFO ] [LOCAL     ] Saved forecast: HAE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HAE.txt
[2025-10-14T23:57:18.598600] [INFO ] [sig       ] [838/1812] Completed HAE in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:18.598663] [INFO ] [sig       ] [839/1812] Forecasting HAFN...
[2025-10-14T23:57:18.598718] [INFO ] [sig       ] Generating forecast for: HAFN
[2025-10-14T23:57:18.598753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAFN' from 'https://tdm.silogroup.org/data/derivative_storage/HAFN.csv'.
[2025-10-14T23:57:18.607308] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAFN'.
[2025-10-14T23:57:18.607588] [INFO ] [FORECASTER] Starting predict_future for HAFN
[2025-10-14T23:57:18.631992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:18.632748] [DEBUG] [LOCAL     ] No optimal features file found for HAFN: ./output/feature-sets/HAFN.txt
[2025-10-14T23:57:18.632804] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:18.632836] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:18.632864] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:18.632919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:18.650303] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:18.650955] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:18.651035] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:18.651069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:18.684952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:18.685050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:18.685087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:18.685116] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:18.688248] [DEBUG] [FORECASTER] HAFN: Forecast T+1@11:T+2@11: UP (p=82.84%)
[2025-10-14T23:57:18.688505] [INFO ] [FORECASTER] Completed predict_future for HAFN
[2025-10-14T23:57:18.688634] [INFO ] [sig       ] HAFN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:18.829930] [INFO ] [LOCAL     ] Saved forecast: HAFN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HAFN.txt
[2025-10-14T23:57:18.830173] [INFO ] [sig       ] [839/1812] Completed HAFN in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:18.830214] [INFO ] [sig       ] [840/1812] Forecasting HAL...
[2025-10-14T23:57:18.830244] [INFO ] [sig       ] Generating forecast for: HAL
[2025-10-14T23:57:18.830274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAL' from 'https://tdm.silogroup.org/data/derivative_storage/HAL.csv'.
[2025-10-14T23:57:18.838844] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAL'.
[2025-10-14T23:57:18.839182] [INFO ] [FORECASTER] Starting predict_future for HAL
[2025-10-14T23:57:18.864741] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:18.865464] [DEBUG] [LOCAL     ] No optimal features file found for HAL: ./output/feature-sets/HAL.txt
[2025-10-14T23:57:18.865519] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:18.865555] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:18.865585] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:18.865665] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:18.883482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:18.884110] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:18.884197] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:18.884233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:18.919543] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:18.919701] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:18.919755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:18.919786] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:18.922990] [DEBUG] [FORECASTER] HAL: Forecast T+1@11:T+2@11: DOWN (p=1.70%)
[2025-10-14T23:57:18.923245] [INFO ] [FORECASTER] Completed predict_future for HAL
[2025-10-14T23:57:18.923379] [INFO ] [sig       ] HAL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:19.067919] [INFO ] [LOCAL     ] Saved forecast: HAL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HAL.txt
[2025-10-14T23:57:19.068188] [INFO ] [sig       ] [840/1812] Completed HAL in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:19.068249] [INFO ] [sig       ] [841/1812] Forecasting HASI...
[2025-10-14T23:57:19.068284] [INFO ] [sig       ] Generating forecast for: HASI
[2025-10-14T23:57:19.068319] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HASI' from 'https://tdm.silogroup.org/data/derivative_storage/HASI.csv'.
[2025-10-14T23:57:19.076797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HASI'.
[2025-10-14T23:57:19.077093] [INFO ] [FORECASTER] Starting predict_future for HASI
[2025-10-14T23:57:19.101459] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:19.102314] [DEBUG] [LOCAL     ] No optimal features file found for HASI: ./output/feature-sets/HASI.txt
[2025-10-14T23:57:19.102371] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:19.102407] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:19.102438] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:19.102497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:19.124073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:19.124936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:19.125023] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:19.125058] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:19.159584] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:19.159759] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:19.160183] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:19.160221] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:19.164333] [DEBUG] [FORECASTER] HASI: Forecast T+1@11:T+2@11: UP (p=86.10%)
[2025-10-14T23:57:19.164600] [INFO ] [FORECASTER] Completed predict_future for HASI
[2025-10-14T23:57:19.164776] [INFO ] [sig       ] HASI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:19.306576] [INFO ] [LOCAL     ] Saved forecast: HASI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HASI.txt
[2025-10-14T23:57:19.306857] [INFO ] [sig       ] [841/1812] Completed HASI in 0.2s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:19.306919] [INFO ] [sig       ] [842/1812] Forecasting HAYW...
[2025-10-14T23:57:19.306952] [INFO ] [sig       ] Generating forecast for: HAYW
[2025-10-14T23:57:19.306984] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAYW' from 'https://tdm.silogroup.org/data/derivative_storage/HAYW.csv'.
[2025-10-14T23:57:19.316835] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAYW'.
[2025-10-14T23:57:19.317182] [INFO ] [FORECASTER] Starting predict_future for HAYW
[2025-10-14T23:57:19.344093] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:19.345336] [DEBUG] [LOCAL     ] No optimal features file found for HAYW: ./output/feature-sets/HAYW.txt
[2025-10-14T23:57:19.345394] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:19.345429] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:19.345461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:19.345521] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:19.363756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:19.364484] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:19.364570] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:19.364607] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:19.399792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:19.399952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:19.399992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:19.400021] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:19.403583] [DEBUG] [FORECASTER] HAYW: Forecast T+1@11:T+2@11: DOWN (p=11.43%)
[2025-10-14T23:57:19.403972] [INFO ] [FORECASTER] Completed predict_future for HAYW
[2025-10-14T23:57:19.404128] [INFO ] [sig       ] HAYW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:19.567097] [INFO ] [LOCAL     ] Saved forecast: HAYW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HAYW.txt
[2025-10-14T23:57:19.567452] [INFO ] [sig       ] [842/1812] Completed HAYW in 0.3s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:19.567524] [INFO ] [sig       ] [843/1812] Forecasting HBB...
[2025-10-14T23:57:19.567566] [INFO ] [sig       ] Generating forecast for: HBB
[2025-10-14T23:57:19.567604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBB' from 'https://tdm.silogroup.org/data/derivative_storage/HBB.csv'.
[2025-10-14T23:57:19.578674] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HBB'.
[2025-10-14T23:57:19.579084] [INFO ] [FORECASTER] Starting predict_future for HBB
[2025-10-14T23:57:19.612759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:19.614008] [DEBUG] [LOCAL     ] No optimal features file found for HBB: ./output/feature-sets/HBB.txt
[2025-10-14T23:57:19.614080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:19.614134] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:19.614185] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:19.614280] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:19.645881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:19.647031] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:19.647149] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:19.647210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:19.692808] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:19.693002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:19.693056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:19.693089] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:19.697505] [DEBUG] [FORECASTER] HBB: Forecast T+1@11:T+2@11: UP (p=64.04%)
[2025-10-14T23:57:19.697915] [INFO ] [FORECASTER] Completed predict_future for HBB
[2025-10-14T23:57:19.698106] [INFO ] [sig       ] HBB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:19.902030] [INFO ] [LOCAL     ] Saved forecast: HBB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HBB.txt
[2025-10-14T23:57:19.902406] [INFO ] [sig       ] [843/1812] Completed HBB in 0.3s | 4.24 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:19.902474] [INFO ] [sig       ] [844/1812] Forecasting HBI...
[2025-10-14T23:57:19.902537] [INFO ] [sig       ] Generating forecast for: HBI
[2025-10-14T23:57:19.902590] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBI' from 'https://tdm.silogroup.org/data/derivative_storage/HBI.csv'.
[2025-10-14T23:57:19.915328] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HBI'.
[2025-10-14T23:57:19.915903] [INFO ] [FORECASTER] Starting predict_future for HBI
[2025-10-14T23:57:19.954758] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:19.955912] [DEBUG] [LOCAL     ] No optimal features file found for HBI: ./output/feature-sets/HBI.txt
[2025-10-14T23:57:19.955990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:19.956046] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:19.956091] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:19.956182] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:19.977038] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:19.977952] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:19.978045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:19.978121] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:20.028840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:20.029082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:20.029152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:20.029198] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:20.034909] [DEBUG] [FORECASTER] HBI: Forecast T+1@11:T+2@11: UP (p=92.62%)
[2025-10-14T23:57:20.035400] [INFO ] [FORECASTER] Completed predict_future for HBI
[2025-10-14T23:57:20.035623] [INFO ] [sig       ] HBI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:20.227889] [INFO ] [LOCAL     ] Saved forecast: HBI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HBI.txt
[2025-10-14T23:57:20.228360] [INFO ] [sig       ] [844/1812] Completed HBI in 0.3s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:20.228442] [INFO ] [sig       ] [845/1812] Forecasting HBM...
[2025-10-14T23:57:20.228497] [INFO ] [sig       ] Generating forecast for: HBM
[2025-10-14T23:57:20.228550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBM' from 'https://tdm.silogroup.org/data/derivative_storage/HBM.csv'.
[2025-10-14T23:57:20.241028] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HBM'.
[2025-10-14T23:57:20.241555] [INFO ] [FORECASTER] Starting predict_future for HBM
[2025-10-14T23:57:20.277608] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:20.278783] [DEBUG] [LOCAL     ] No optimal features file found for HBM: ./output/feature-sets/HBM.txt
[2025-10-14T23:57:20.278868] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:20.278913] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:20.278950] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:20.279032] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:20.305979] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:20.307162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:20.307277] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:20.307332] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:20.360952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:20.361157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:20.361227] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:20.361281] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:20.366596] [DEBUG] [FORECASTER] HBM: Forecast T+1@11:T+2@11: UP (p=76.95%)
[2025-10-14T23:57:20.367112] [INFO ] [FORECASTER] Completed predict_future for HBM
[2025-10-14T23:57:20.367326] [INFO ] [sig       ] HBM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:20.537819] [INFO ] [LOCAL     ] Saved forecast: HBM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HBM.txt
[2025-10-14T23:57:20.538114] [INFO ] [sig       ] [845/1812] Completed HBM in 0.3s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:20.538178] [INFO ] [sig       ] [846/1812] Forecasting HCA...
[2025-10-14T23:57:20.538215] [INFO ] [sig       ] Generating forecast for: HCA
[2025-10-14T23:57:20.538248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCA' from 'https://tdm.silogroup.org/data/derivative_storage/HCA.csv'.
[2025-10-14T23:57:20.551073] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCA'.
[2025-10-14T23:57:20.551634] [INFO ] [FORECASTER] Starting predict_future for HCA
[2025-10-14T23:57:20.585540] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:20.586411] [DEBUG] [LOCAL     ] No optimal features file found for HCA: ./output/feature-sets/HCA.txt
[2025-10-14T23:57:20.586474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:20.586509] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:20.586539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:20.586602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:20.604125] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:20.605012] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:20.605099] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:20.605134] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:20.645756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:20.645930] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:20.645974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:20.646005] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:20.649557] [DEBUG] [FORECASTER] HCA: Forecast T+1@11:T+2@11: DOWN (p=36.71%)
[2025-10-14T23:57:20.649882] [INFO ] [FORECASTER] Completed predict_future for HCA
[2025-10-14T23:57:20.650029] [INFO ] [sig       ] HCA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:20.791750] [INFO ] [LOCAL     ] Saved forecast: HCA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HCA.txt
[2025-10-14T23:57:20.791999] [INFO ] [sig       ] [846/1812] Completed HCA in 0.3s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:20.792047] [INFO ] [sig       ] [847/1812] Forecasting HCC...
[2025-10-14T23:57:20.792078] [INFO ] [sig       ] Generating forecast for: HCC
[2025-10-14T23:57:20.792109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCC' from 'https://tdm.silogroup.org/data/derivative_storage/HCC.csv'.
[2025-10-14T23:57:20.801446] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCC'.
[2025-10-14T23:57:20.801758] [INFO ] [FORECASTER] Starting predict_future for HCC
[2025-10-14T23:57:20.827110] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:20.827888] [DEBUG] [LOCAL     ] No optimal features file found for HCC: ./output/feature-sets/HCC.txt
[2025-10-14T23:57:20.827944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:20.827978] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:20.828007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:20.828097] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:20.845591] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:20.846253] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:20.846351] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:20.846386] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:20.885071] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:20.885186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:20.885261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:20.885334] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:20.888547] [DEBUG] [FORECASTER] HCC: Forecast T+1@11:T+2@11: UP (p=87.41%)
[2025-10-14T23:57:20.888975] [INFO ] [FORECASTER] Completed predict_future for HCC
[2025-10-14T23:57:20.889115] [INFO ] [sig       ] HCC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:21.034813] [INFO ] [LOCAL     ] Saved forecast: HCC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HCC.txt
[2025-10-14T23:57:21.035057] [INFO ] [sig       ] [847/1812] Completed HCC in 0.2s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:21.035101] [INFO ] [sig       ] [848/1812] Forecasting HCI...
[2025-10-14T23:57:21.035133] [INFO ] [sig       ] Generating forecast for: HCI
[2025-10-14T23:57:21.035164] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCI' from 'https://tdm.silogroup.org/data/derivative_storage/HCI.csv'.
[2025-10-14T23:57:21.045003] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCI'.
[2025-10-14T23:57:21.045441] [INFO ] [FORECASTER] Starting predict_future for HCI
[2025-10-14T23:57:21.073111] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:21.073942] [DEBUG] [LOCAL     ] No optimal features file found for HCI: ./output/feature-sets/HCI.txt
[2025-10-14T23:57:21.074003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:21.074046] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:21.074082] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:21.074153] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:21.093065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:21.093731] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:21.093817] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:21.093853] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:21.132344] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:21.132480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:21.132535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:21.132567] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:21.135991] [DEBUG] [FORECASTER] HCI: Forecast T+1@11:T+2@11: UP (p=99.29%)
[2025-10-14T23:57:21.136265] [INFO ] [FORECASTER] Completed predict_future for HCI
[2025-10-14T23:57:21.136406] [INFO ] [sig       ] HCI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:21.293620] [INFO ] [LOCAL     ] Saved forecast: HCI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HCI.txt
[2025-10-14T23:57:21.293892] [INFO ] [sig       ] [848/1812] Completed HCI in 0.3s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:21.293940] [INFO ] [sig       ] [849/1812] Forecasting HD...
[2025-10-14T23:57:21.293973] [INFO ] [sig       ] Generating forecast for: HD
[2025-10-14T23:57:21.294007] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HD' from 'https://tdm.silogroup.org/data/derivative_storage/HD.csv'.
[2025-10-14T23:57:21.303513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HD'.
[2025-10-14T23:57:21.303877] [INFO ] [FORECASTER] Starting predict_future for HD
[2025-10-14T23:57:21.329191] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:21.329942] [DEBUG] [LOCAL     ] No optimal features file found for HD: ./output/feature-sets/HD.txt
[2025-10-14T23:57:21.330014] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:21.330049] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:21.330077] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:21.330134] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:21.347065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:21.347605] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:21.347709] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:21.347755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:21.385575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:21.385728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:21.385778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:21.385810] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:21.389139] [DEBUG] [FORECASTER] HD: Forecast T+1@11:T+2@11: UP (p=86.49%)
[2025-10-14T23:57:21.389398] [INFO ] [FORECASTER] Completed predict_future for HD
[2025-10-14T23:57:21.389537] [INFO ] [sig       ] HD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:21.531422] [INFO ] [LOCAL     ] Saved forecast: HD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HD.txt
[2025-10-14T23:57:21.531708] [INFO ] [sig       ] [849/1812] Completed HD in 0.2s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:21.531773] [INFO ] [sig       ] [850/1812] Forecasting HDB...
[2025-10-14T23:57:21.531807] [INFO ] [sig       ] Generating forecast for: HDB
[2025-10-14T23:57:21.531841] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HDB' from 'https://tdm.silogroup.org/data/derivative_storage/HDB.csv'.
[2025-10-14T23:57:21.540862] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HDB'.
[2025-10-14T23:57:21.541158] [INFO ] [FORECASTER] Starting predict_future for HDB
[2025-10-14T23:57:21.567056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:21.567858] [DEBUG] [LOCAL     ] No optimal features file found for HDB: ./output/feature-sets/HDB.txt
[2025-10-14T23:57:21.567912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:21.567946] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:21.567974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:21.568033] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:21.586104] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:21.586905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:21.586993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:21.587029] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:21.627598] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:21.627794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:21.627843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:21.627874] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:21.631395] [DEBUG] [FORECASTER] HDB: Forecast T+1@11:T+2@11: DOWN (p=14.54%)
[2025-10-14T23:57:21.631693] [INFO ] [FORECASTER] Completed predict_future for HDB
[2025-10-14T23:57:21.631847] [INFO ] [sig       ] HDB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:21.777183] [INFO ] [LOCAL     ] Saved forecast: HDB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HDB.txt
[2025-10-14T23:57:21.777401] [INFO ] [sig       ] [850/1812] Completed HDB in 0.2s | 4.23 sym/s | Total: 3.3m | ETA: 3.8m
[2025-10-14T23:57:21.777443] [INFO ] [sig       ] [851/1812] Forecasting HE...
[2025-10-14T23:57:21.777474] [INFO ] [sig       ] Generating forecast for: HE
[2025-10-14T23:57:21.777513] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HE' from 'https://tdm.silogroup.org/data/derivative_storage/HE.csv'.
[2025-10-14T23:57:21.787543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HE'.
[2025-10-14T23:57:21.788176] [INFO ] [FORECASTER] Starting predict_future for HE
[2025-10-14T23:57:21.824256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:21.825199] [DEBUG] [LOCAL     ] No optimal features file found for HE: ./output/feature-sets/HE.txt
[2025-10-14T23:57:21.825257] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:21.825292] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:21.825383] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:21.825452] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:21.843015] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:21.843634] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:21.843743] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:21.843781] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:21.880169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:21.880275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:21.880334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:21.880367] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:21.883561] [DEBUG] [FORECASTER] HE: Forecast T+1@11:T+2@11: DOWN (p=12.38%)
[2025-10-14T23:57:21.883854] [INFO ] [FORECASTER] Completed predict_future for HE
[2025-10-14T23:57:21.883999] [INFO ] [sig       ] HE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:22.024349] [INFO ] [LOCAL     ] Saved forecast: HE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HE.txt
[2025-10-14T23:57:22.024582] [INFO ] [sig       ] [851/1812] Completed HE in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:22.024623] [INFO ] [sig       ] [852/1812] Forecasting HEI...
[2025-10-14T23:57:22.024691] [INFO ] [sig       ] Generating forecast for: HEI
[2025-10-14T23:57:22.024736] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HEI' from 'https://tdm.silogroup.org/data/derivative_storage/HEI.csv'.
[2025-10-14T23:57:22.033228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HEI'.
[2025-10-14T23:57:22.033489] [INFO ] [FORECASTER] Starting predict_future for HEI
[2025-10-14T23:57:22.058043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:22.058846] [DEBUG] [LOCAL     ] No optimal features file found for HEI: ./output/feature-sets/HEI.txt
[2025-10-14T23:57:22.058900] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:22.058933] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:22.058960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:22.059016] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:22.075727] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:22.076289] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:22.076370] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:22.076403] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:22.111199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:22.111308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:22.111345] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:22.111374] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:22.114552] [DEBUG] [FORECASTER] HEI: Forecast T+1@11:T+2@11: UP (p=96.55%)
[2025-10-14T23:57:22.114843] [INFO ] [FORECASTER] Completed predict_future for HEI
[2025-10-14T23:57:22.115007] [INFO ] [sig       ] HEI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:22.251585] [INFO ] [LOCAL     ] Saved forecast: HEI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HEI.txt
[2025-10-14T23:57:22.251872] [INFO ] [sig       ] [852/1812] Completed HEI in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:22.251925] [INFO ] [sig       ] [853/1812] Forecasting HEQ...
[2025-10-14T23:57:22.251957] [INFO ] [sig       ] Generating forecast for: HEQ
[2025-10-14T23:57:22.251987] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HEQ' from 'https://tdm.silogroup.org/data/derivative_storage/HEQ.csv'.
[2025-10-14T23:57:22.260618] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HEQ'.
[2025-10-14T23:57:22.260915] [INFO ] [FORECASTER] Starting predict_future for HEQ
[2025-10-14T23:57:22.285275] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:22.286042] [DEBUG] [LOCAL     ] No optimal features file found for HEQ: ./output/feature-sets/HEQ.txt
[2025-10-14T23:57:22.286102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:22.286135] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:22.286163] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:22.286219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:22.302975] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:22.303559] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:22.303638] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:22.303713] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:22.339803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:22.339949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:22.339990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:22.340022] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:22.343485] [DEBUG] [FORECASTER] HEQ: Forecast T+1@11:T+2@11: DOWN (p=4.81%)
[2025-10-14T23:57:22.343803] [INFO ] [FORECASTER] Completed predict_future for HEQ
[2025-10-14T23:57:22.343952] [INFO ] [sig       ] HEQ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:22.492961] [INFO ] [LOCAL     ] Saved forecast: HEQ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HEQ.txt
[2025-10-14T23:57:22.493276] [INFO ] [sig       ] [853/1812] Completed HEQ in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:22.493351] [INFO ] [sig       ] [854/1812] Forecasting HESM...
[2025-10-14T23:57:22.493419] [INFO ] [sig       ] Generating forecast for: HESM
[2025-10-14T23:57:22.493473] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HESM' from 'https://tdm.silogroup.org/data/derivative_storage/HESM.csv'.
[2025-10-14T23:57:22.504065] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HESM'.
[2025-10-14T23:57:22.504505] [INFO ] [FORECASTER] Starting predict_future for HESM
[2025-10-14T23:57:22.531342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:22.532044] [DEBUG] [LOCAL     ] No optimal features file found for HESM: ./output/feature-sets/HESM.txt
[2025-10-14T23:57:22.532097] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:22.532129] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:22.532156] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:22.532211] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:22.549028] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:22.549539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:22.549615] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:22.549690] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:22.587351] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:22.587476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:22.587515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:22.587543] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:22.591733] [DEBUG] [FORECASTER] HESM: Forecast T+1@11:T+2@11: DOWN (p=32.58%)
[2025-10-14T23:57:22.591986] [INFO ] [FORECASTER] Completed predict_future for HESM
[2025-10-14T23:57:22.592114] [INFO ] [sig       ] HESM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:22.732041] [INFO ] [LOCAL     ] Saved forecast: HESM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HESM.txt
[2025-10-14T23:57:22.732254] [INFO ] [sig       ] [854/1812] Completed HESM in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:22.732297] [INFO ] [sig       ] [855/1812] Forecasting HFRO...
[2025-10-14T23:57:22.732327] [INFO ] [sig       ] Generating forecast for: HFRO
[2025-10-14T23:57:22.732358] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HFRO' from 'https://tdm.silogroup.org/data/derivative_storage/HFRO.csv'.
[2025-10-14T23:57:22.741633] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HFRO'.
[2025-10-14T23:57:22.742037] [INFO ] [FORECASTER] Starting predict_future for HFRO
[2025-10-14T23:57:22.766952] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:22.767627] [DEBUG] [LOCAL     ] No optimal features file found for HFRO: ./output/feature-sets/HFRO.txt
[2025-10-14T23:57:22.767707] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:22.767748] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:22.767776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:22.767832] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:22.784513] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:22.785076] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:22.785154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:22.785187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:22.820923] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:22.821051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:22.821088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:22.821116] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:22.824312] [DEBUG] [FORECASTER] HFRO: Forecast T+1@11:T+2@11: UP (p=92.49%)
[2025-10-14T23:57:22.824581] [INFO ] [FORECASTER] Completed predict_future for HFRO
[2025-10-14T23:57:22.824756] [INFO ] [sig       ] HFRO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:22.961912] [INFO ] [LOCAL     ] Saved forecast: HFRO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HFRO.txt
[2025-10-14T23:57:22.962174] [INFO ] [sig       ] [855/1812] Completed HFRO in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:22.962218] [INFO ] [sig       ] [856/1812] Forecasting HGER...
[2025-10-14T23:57:22.962250] [INFO ] [sig       ] Generating forecast for: HGER
[2025-10-14T23:57:22.962282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGER' from 'https://tdm.silogroup.org/data/derivative_storage/HGER.csv'.
[2025-10-14T23:57:22.971732] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGER'.
[2025-10-14T23:57:22.972063] [INFO ] [FORECASTER] Starting predict_future for HGER
[2025-10-14T23:57:22.996501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:22.997176] [DEBUG] [LOCAL     ] No optimal features file found for HGER: ./output/feature-sets/HGER.txt
[2025-10-14T23:57:22.997244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:22.997278] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:22.997306] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:22.997362] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:23.014133] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:23.014698] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:23.014782] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:23.014817] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:23.051542] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:23.051620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:23.051686] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:23.051731] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:23.054668] [DEBUG] [FORECASTER] HGER: Forecast T+1@11:T+2@11: DOWN (p=11.40%)
[2025-10-14T23:57:23.054919] [INFO ] [FORECASTER] Completed predict_future for HGER
[2025-10-14T23:57:23.055048] [INFO ] [sig       ] HGER: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:23.191395] [INFO ] [LOCAL     ] Saved forecast: HGER	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HGER.txt
[2025-10-14T23:57:23.191622] [INFO ] [sig       ] [856/1812] Completed HGER in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:23.191696] [INFO ] [sig       ] [857/1812] Forecasting HGLB...
[2025-10-14T23:57:23.191739] [INFO ] [sig       ] Generating forecast for: HGLB
[2025-10-14T23:57:23.191771] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGLB' from 'https://tdm.silogroup.org/data/derivative_storage/HGLB.csv'.
[2025-10-14T23:57:23.200148] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGLB'.
[2025-10-14T23:57:23.200391] [INFO ] [FORECASTER] Starting predict_future for HGLB
[2025-10-14T23:57:23.224505] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:23.225212] [DEBUG] [LOCAL     ] No optimal features file found for HGLB: ./output/feature-sets/HGLB.txt
[2025-10-14T23:57:23.225266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:23.225298] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:23.225326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:23.225382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:23.242151] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:23.242689] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:23.242771] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:23.242804] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:23.279165] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:23.279270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:23.279307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:23.279336] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:23.282496] [DEBUG] [FORECASTER] HGLB: Forecast T+1@11:T+2@11: DOWN (p=2.87%)
[2025-10-14T23:57:23.282792] [INFO ] [FORECASTER] Completed predict_future for HGLB
[2025-10-14T23:57:23.283455] [INFO ] [sig       ] HGLB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:23.421581] [INFO ] [LOCAL     ] Saved forecast: HGLB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HGLB.txt
[2025-10-14T23:57:23.421799] [INFO ] [sig       ] [857/1812] Completed HGLB in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:23.421859] [INFO ] [sig       ] [858/1812] Forecasting HGTY...
[2025-10-14T23:57:23.421893] [INFO ] [sig       ] Generating forecast for: HGTY
[2025-10-14T23:57:23.421951] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGTY' from 'https://tdm.silogroup.org/data/derivative_storage/HGTY.csv'.
[2025-10-14T23:57:23.430496] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'HGTY'.
[2025-10-14T23:57:23.430758] [INFO ] [FORECASTER] Starting predict_future for HGTY
[2025-10-14T23:57:23.455246] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:23.455926] [DEBUG] [LOCAL     ] No optimal features file found for HGTY: ./output/feature-sets/HGTY.txt
[2025-10-14T23:57:23.455979] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:23.456011] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:23.456038] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:23.456094] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:23.472807] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:23.473321] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:23.473398] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:23.473430] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:23.509105] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:23.509186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:23.509221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:23.509249] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:23.512290] [DEBUG] [FORECASTER] HGTY: Forecast T+1@11:T+2@11: DOWN (p=36.16%)
[2025-10-14T23:57:23.512534] [INFO ] [FORECASTER] Completed predict_future for HGTY
[2025-10-14T23:57:23.512700] [INFO ] [sig       ] HGTY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:23.649516] [INFO ] [LOCAL     ] Saved forecast: HGTY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HGTY.txt
[2025-10-14T23:57:23.649777] [INFO ] [sig       ] [858/1812] Completed HGTY in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:23.649838] [INFO ] [sig       ] [859/1812] Forecasting HGV...
[2025-10-14T23:57:23.649871] [INFO ] [sig       ] Generating forecast for: HGV
[2025-10-14T23:57:23.649903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGV' from 'https://tdm.silogroup.org/data/derivative_storage/HGV.csv'.
[2025-10-14T23:57:23.658571] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGV'.
[2025-10-14T23:57:23.658897] [INFO ] [FORECASTER] Starting predict_future for HGV
[2025-10-14T23:57:23.683099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:23.683792] [DEBUG] [LOCAL     ] No optimal features file found for HGV: ./output/feature-sets/HGV.txt
[2025-10-14T23:57:23.683845] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:23.683877] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:23.683904] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:23.683960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:23.700599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:23.701151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:23.701231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:23.701263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:23.735840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:23.735918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:23.735953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:23.735981] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:23.741877] [DEBUG] [FORECASTER] HGV: Forecast T+1@11:T+2@11: DOWN (p=20.20%)
[2025-10-14T23:57:23.742297] [INFO ] [FORECASTER] Completed predict_future for HGV
[2025-10-14T23:57:23.742507] [INFO ] [sig       ] HGV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:23.878908] [INFO ] [LOCAL     ] Saved forecast: HGV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HGV.txt
[2025-10-14T23:57:23.879128] [INFO ] [sig       ] [859/1812] Completed HGV in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-14T23:57:23.879169] [INFO ] [sig       ] [860/1812] Forecasting HHH...
[2025-10-14T23:57:23.879199] [INFO ] [sig       ] Generating forecast for: HHH
[2025-10-14T23:57:23.879231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HHH' from 'https://tdm.silogroup.org/data/derivative_storage/HHH.csv'.
[2025-10-14T23:57:23.888199] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HHH'.
[2025-10-14T23:57:23.888475] [INFO ] [FORECASTER] Starting predict_future for HHH
[2025-10-14T23:57:23.912984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:23.913745] [DEBUG] [LOCAL     ] No optimal features file found for HHH: ./output/feature-sets/HHH.txt
[2025-10-14T23:57:23.913802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:23.913836] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:23.913863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:23.913919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:23.930971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:23.931491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:23.931568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:23.931600] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:23.965767] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:23.965849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:23.965884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:23.965912] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:23.968963] [DEBUG] [FORECASTER] HHH: Forecast T+1@11:T+2@11: UP (p=86.03%)
[2025-10-14T23:57:23.969216] [INFO ] [FORECASTER] Completed predict_future for HHH
[2025-10-14T23:57:23.969346] [INFO ] [sig       ] HHH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:24.105505] [INFO ] [LOCAL     ] Saved forecast: HHH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HHH.txt
[2025-10-14T23:57:24.105743] [INFO ] [sig       ] [860/1812] Completed HHH in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:24.105803] [INFO ] [sig       ] [861/1812] Forecasting HI...
[2025-10-14T23:57:24.105837] [INFO ] [sig       ] Generating forecast for: HI
[2025-10-14T23:57:24.105914] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HI' from 'https://tdm.silogroup.org/data/derivative_storage/HI.csv'.
[2025-10-14T23:57:24.114299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HI'.
[2025-10-14T23:57:24.114563] [INFO ] [FORECASTER] Starting predict_future for HI
[2025-10-14T23:57:24.138912] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:24.139576] [DEBUG] [LOCAL     ] No optimal features file found for HI: ./output/feature-sets/HI.txt
[2025-10-14T23:57:24.139629] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:24.139699] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:24.139738] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:24.139797] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:24.156582] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:24.157162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:24.157239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:24.157289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:24.192481] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:24.192595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:24.192632] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:24.192702] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:24.195852] [DEBUG] [FORECASTER] HI: Forecast T+1@11:T+2@11: DOWN (p=6.78%)
[2025-10-14T23:57:24.196108] [INFO ] [FORECASTER] Completed predict_future for HI
[2025-10-14T23:57:24.196237] [INFO ] [sig       ] HI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:24.332964] [INFO ] [LOCAL     ] Saved forecast: HI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HI.txt
[2025-10-14T23:57:24.333171] [INFO ] [sig       ] [861/1812] Completed HI in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:24.333212] [INFO ] [sig       ] [862/1812] Forecasting HIG...
[2025-10-14T23:57:24.333243] [INFO ] [sig       ] Generating forecast for: HIG
[2025-10-14T23:57:24.333274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIG' from 'https://tdm.silogroup.org/data/derivative_storage/HIG.csv'.
[2025-10-14T23:57:24.342463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIG'.
[2025-10-14T23:57:24.342813] [INFO ] [FORECASTER] Starting predict_future for HIG
[2025-10-14T23:57:24.374568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:24.375347] [DEBUG] [LOCAL     ] No optimal features file found for HIG: ./output/feature-sets/HIG.txt
[2025-10-14T23:57:24.375404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:24.375439] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:24.375469] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:24.375527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:24.393746] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:24.394284] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:24.394361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:24.394395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:24.431416] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:24.431501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:24.431537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:24.431566] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:24.434616] [DEBUG] [FORECASTER] HIG: Forecast T+1@11:T+2@11: UP (p=65.05%)
[2025-10-14T23:57:24.434900] [INFO ] [FORECASTER] Completed predict_future for HIG
[2025-10-14T23:57:24.435036] [INFO ] [sig       ] HIG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:24.573912] [INFO ] [LOCAL     ] Saved forecast: HIG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HIG.txt
[2025-10-14T23:57:24.574142] [INFO ] [sig       ] [862/1812] Completed HIG in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:24.574184] [INFO ] [sig       ] [863/1812] Forecasting HII...
[2025-10-14T23:57:24.574215] [INFO ] [sig       ] Generating forecast for: HII
[2025-10-14T23:57:24.574248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HII' from 'https://tdm.silogroup.org/data/derivative_storage/HII.csv'.
[2025-10-14T23:57:24.583067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HII'.
[2025-10-14T23:57:24.583346] [INFO ] [FORECASTER] Starting predict_future for HII
[2025-10-14T23:57:24.608418] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:24.609154] [DEBUG] [LOCAL     ] No optimal features file found for HII: ./output/feature-sets/HII.txt
[2025-10-14T23:57:24.609210] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:24.609259] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:24.609290] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:24.609349] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:24.627254] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:24.627818] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:24.627896] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:24.627930] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:24.664871] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:24.664951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:24.664985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:24.665013] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:24.667952] [DEBUG] [FORECASTER] HII: Forecast T+1@11:T+2@11: DOWN (p=37.11%)
[2025-10-14T23:57:24.668238] [INFO ] [FORECASTER] Completed predict_future for HII
[2025-10-14T23:57:24.668378] [INFO ] [sig       ] HII: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:24.807615] [INFO ] [LOCAL     ] Saved forecast: HII	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HII.txt
[2025-10-14T23:57:24.807850] [INFO ] [sig       ] [863/1812] Completed HII in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:24.807899] [INFO ] [sig       ] [864/1812] Forecasting HIMS...
[2025-10-14T23:57:24.807931] [INFO ] [sig       ] Generating forecast for: HIMS
[2025-10-14T23:57:24.807964] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIMS' from 'https://tdm.silogroup.org/data/derivative_storage/HIMS.csv'.
[2025-10-14T23:57:24.817683] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIMS'.
[2025-10-14T23:57:24.818028] [INFO ] [FORECASTER] Starting predict_future for HIMS
[2025-10-14T23:57:24.844721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:24.845415] [DEBUG] [LOCAL     ] No optimal features file found for HIMS: ./output/feature-sets/HIMS.txt
[2025-10-14T23:57:24.845504] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:24.845544] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:24.845573] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:24.845630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:24.863054] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:24.863590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:24.863689] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:24.863740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:24.905465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:24.905576] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:24.905623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:24.905700] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:24.909119] [DEBUG] [FORECASTER] HIMS: Forecast T+1@11:T+2@11: UP (p=89.45%)
[2025-10-14T23:57:24.909382] [INFO ] [FORECASTER] Completed predict_future for HIMS
[2025-10-14T23:57:24.909512] [INFO ] [sig       ] HIMS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:25.049003] [INFO ] [LOCAL     ] Saved forecast: HIMS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HIMS.txt
[2025-10-14T23:57:25.049288] [INFO ] [sig       ] [864/1812] Completed HIMS in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:25.049347] [INFO ] [sig       ] [865/1812] Forecasting HIO...
[2025-10-14T23:57:25.049381] [INFO ] [sig       ] Generating forecast for: HIO
[2025-10-14T23:57:25.049411] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIO' from 'https://tdm.silogroup.org/data/derivative_storage/HIO.csv'.
[2025-10-14T23:57:25.058421] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIO'.
[2025-10-14T23:57:25.058712] [INFO ] [FORECASTER] Starting predict_future for HIO
[2025-10-14T23:57:25.083256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:25.083956] [DEBUG] [LOCAL     ] No optimal features file found for HIO: ./output/feature-sets/HIO.txt
[2025-10-14T23:57:25.084009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:25.084042] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:25.084070] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:25.084127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:25.101261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:25.101903] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:25.101983] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:25.102016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:25.135302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:25.135397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:25.135434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:25.135463] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:25.138600] [DEBUG] [FORECASTER] HIO: Forecast T+1@11:T+2@11: DOWN (p=26.66%)
[2025-10-14T23:57:25.138887] [INFO ] [FORECASTER] Completed predict_future for HIO
[2025-10-14T23:57:25.139024] [INFO ] [sig       ] HIO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:25.275581] [INFO ] [LOCAL     ] Saved forecast: HIO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HIO.txt
[2025-10-14T23:57:25.275820] [INFO ] [sig       ] [865/1812] Completed HIO in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:25.275877] [INFO ] [sig       ] [866/1812] Forecasting HIPO...
[2025-10-14T23:57:25.275910] [INFO ] [sig       ] Generating forecast for: HIPO
[2025-10-14T23:57:25.275941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIPO' from 'https://tdm.silogroup.org/data/derivative_storage/HIPO.csv'.
[2025-10-14T23:57:25.284419] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIPO'.
[2025-10-14T23:57:25.284718] [INFO ] [FORECASTER] Starting predict_future for HIPO
[2025-10-14T23:57:25.309020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:25.309732] [DEBUG] [LOCAL     ] No optimal features file found for HIPO: ./output/feature-sets/HIPO.txt
[2025-10-14T23:57:25.309785] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:25.309818] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:25.309846] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:25.309901] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:25.326930] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:25.327473] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:25.327550] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:25.327583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:25.361662] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:25.361744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:25.361780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:25.361809] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:25.364790] [DEBUG] [FORECASTER] HIPO: Forecast T+1@11:T+2@11: UP (p=92.67%)
[2025-10-14T23:57:25.365041] [INFO ] [FORECASTER] Completed predict_future for HIPO
[2025-10-14T23:57:25.365192] [INFO ] [sig       ] HIPO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:25.501882] [INFO ] [LOCAL     ] Saved forecast: HIPO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HIPO.txt
[2025-10-14T23:57:25.502126] [INFO ] [sig       ] [866/1812] Completed HIPO in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:25.502170] [INFO ] [sig       ] [867/1812] Forecasting HIW...
[2025-10-14T23:57:25.502200] [INFO ] [sig       ] Generating forecast for: HIW
[2025-10-14T23:57:25.502231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIW' from 'https://tdm.silogroup.org/data/derivative_storage/HIW.csv'.
[2025-10-14T23:57:25.512319] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIW'.
[2025-10-14T23:57:25.512616] [INFO ] [FORECASTER] Starting predict_future for HIW
[2025-10-14T23:57:25.536887] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:25.537571] [DEBUG] [LOCAL     ] No optimal features file found for HIW: ./output/feature-sets/HIW.txt
[2025-10-14T23:57:25.537623] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:25.537692] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:25.537735] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:25.537794] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:25.554522] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:25.555093] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:25.555207] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:25.555245] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:25.590340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:25.590456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:25.590493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:25.590522] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:25.593738] [DEBUG] [FORECASTER] HIW: Forecast T+1@11:T+2@11: DOWN (p=18.99%)
[2025-10-14T23:57:25.594001] [INFO ] [FORECASTER] Completed predict_future for HIW
[2025-10-14T23:57:25.594132] [INFO ] [sig       ] HIW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:25.735487] [INFO ] [LOCAL     ] Saved forecast: HIW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HIW.txt
[2025-10-14T23:57:25.735802] [INFO ] [sig       ] [867/1812] Completed HIW in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:25.735865] [INFO ] [sig       ] [868/1812] Forecasting HIX...
[2025-10-14T23:57:25.735898] [INFO ] [sig       ] Generating forecast for: HIX
[2025-10-14T23:57:25.735929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIX' from 'https://tdm.silogroup.org/data/derivative_storage/HIX.csv'.
[2025-10-14T23:57:25.745425] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIX'.
[2025-10-14T23:57:25.745772] [INFO ] [FORECASTER] Starting predict_future for HIX
[2025-10-14T23:57:25.770156] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:25.770846] [DEBUG] [LOCAL     ] No optimal features file found for HIX: ./output/feature-sets/HIX.txt
[2025-10-14T23:57:25.770899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:25.770932] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:25.770960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:25.771015] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:25.787829] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:25.788447] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:25.788523] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:25.788556] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:25.822763] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:25.822843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:25.822879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:25.822907] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:25.825883] [DEBUG] [FORECASTER] HIX: Forecast T+1@11:T+2@11: UP (p=66.57%)
[2025-10-14T23:57:25.826133] [INFO ] [FORECASTER] Completed predict_future for HIX
[2025-10-14T23:57:25.826266] [INFO ] [sig       ] HIX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:25.965598] [INFO ] [LOCAL     ] Saved forecast: HIX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HIX.txt
[2025-10-14T23:57:25.965832] [INFO ] [sig       ] [868/1812] Completed HIX in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:25.965884] [INFO ] [sig       ] [869/1812] Forecasting HKD...
[2025-10-14T23:57:25.965916] [INFO ] [sig       ] Generating forecast for: HKD
[2025-10-14T23:57:25.965947] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HKD' from 'https://tdm.silogroup.org/data/derivative_storage/HKD.csv'.
[2025-10-14T23:57:25.974435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HKD'.
[2025-10-14T23:57:25.974705] [INFO ] [FORECASTER] Starting predict_future for HKD
[2025-10-14T23:57:25.999403] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:26.000127] [DEBUG] [LOCAL     ] No optimal features file found for HKD: ./output/feature-sets/HKD.txt
[2025-10-14T23:57:26.000182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:26.000216] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:26.000245] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:26.000304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:26.018301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:26.018873] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:26.018953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:26.018988] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:26.054099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:26.054188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:26.054223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:26.054252] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:26.057232] [DEBUG] [FORECASTER] HKD: Forecast T+1@11:T+2@11: DOWN (p=16.83%)
[2025-10-14T23:57:26.057479] [INFO ] [FORECASTER] Completed predict_future for HKD
[2025-10-14T23:57:26.057605] [INFO ] [sig       ] HKD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:26.196372] [INFO ] [LOCAL     ] Saved forecast: HKD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HKD.txt
[2025-10-14T23:57:26.196575] [INFO ] [sig       ] [869/1812] Completed HKD in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:26.196616] [INFO ] [sig       ] [870/1812] Forecasting HL...
[2025-10-14T23:57:26.196674] [INFO ] [sig       ] Generating forecast for: HL
[2025-10-14T23:57:26.196726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HL' from 'https://tdm.silogroup.org/data/derivative_storage/HL.csv'.
[2025-10-14T23:57:26.205356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HL'.
[2025-10-14T23:57:26.205608] [INFO ] [FORECASTER] Starting predict_future for HL
[2025-10-14T23:57:26.230532] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:26.231256] [DEBUG] [LOCAL     ] No optimal features file found for HL: ./output/feature-sets/HL.txt
[2025-10-14T23:57:26.231310] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:26.231362] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:26.231394] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:26.231453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:26.249577] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:26.250179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:26.250259] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:26.250294] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:26.285265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:26.285350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:26.285385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:26.285414] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:26.289243] [DEBUG] [FORECASTER] HL: Forecast T+1@11:T+2@11: DOWN (p=49.50%)
[2025-10-14T23:57:26.289507] [INFO ] [FORECASTER] Completed predict_future for HL
[2025-10-14T23:57:26.289671] [INFO ] [sig       ] HL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:26.434010] [INFO ] [LOCAL     ] Saved forecast: HL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HL.txt
[2025-10-14T23:57:26.434215] [INFO ] [sig       ] [870/1812] Completed HL in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:26.434257] [INFO ] [sig       ] [871/1812] Forecasting HLF...
[2025-10-14T23:57:26.434287] [INFO ] [sig       ] Generating forecast for: HLF
[2025-10-14T23:57:26.434318] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLF' from 'https://tdm.silogroup.org/data/derivative_storage/HLF.csv'.
[2025-10-14T23:57:26.443076] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLF'.
[2025-10-14T23:57:26.443332] [INFO ] [FORECASTER] Starting predict_future for HLF
[2025-10-14T23:57:26.469043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:26.469805] [DEBUG] [LOCAL     ] No optimal features file found for HLF: ./output/feature-sets/HLF.txt
[2025-10-14T23:57:26.469860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:26.469895] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:26.469925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:26.469983] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:26.487774] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:26.488399] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:26.488478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:26.488513] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:26.527218] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:26.527368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:26.527418] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:26.527449] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:26.530874] [DEBUG] [FORECASTER] HLF: Forecast T+1@11:T+2@11: DOWN (p=24.92%)
[2025-10-14T23:57:26.531158] [INFO ] [FORECASTER] Completed predict_future for HLF
[2025-10-14T23:57:26.531298] [INFO ] [sig       ] HLF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:26.675144] [INFO ] [LOCAL     ] Saved forecast: HLF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HLF.txt
[2025-10-14T23:57:26.675509] [INFO ] [sig       ] [871/1812] Completed HLF in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:26.675561] [INFO ] [sig       ] [872/1812] Forecasting HLI...
[2025-10-14T23:57:26.675596] [INFO ] [sig       ] Generating forecast for: HLI
[2025-10-14T23:57:26.675635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLI' from 'https://tdm.silogroup.org/data/derivative_storage/HLI.csv'.
[2025-10-14T23:57:26.684831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLI'.
[2025-10-14T23:57:26.685104] [INFO ] [FORECASTER] Starting predict_future for HLI
[2025-10-14T23:57:26.710596] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:26.711296] [DEBUG] [LOCAL     ] No optimal features file found for HLI: ./output/feature-sets/HLI.txt
[2025-10-14T23:57:26.711349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:26.711381] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:26.711409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:26.711465] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:26.728809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:26.729342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:26.729421] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:26.729455] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:26.770107] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:26.770274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:26.770316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:26.770348] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:26.773853] [DEBUG] [FORECASTER] HLI: Forecast T+1@11:T+2@11: DOWN (p=47.22%)
[2025-10-14T23:57:26.774126] [INFO ] [FORECASTER] Completed predict_future for HLI
[2025-10-14T23:57:26.774265] [INFO ] [sig       ] HLI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:26.914638] [INFO ] [LOCAL     ] Saved forecast: HLI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HLI.txt
[2025-10-14T23:57:26.914881] [INFO ] [sig       ] [872/1812] Completed HLI in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:26.914923] [INFO ] [sig       ] [873/1812] Forecasting HLIO...
[2025-10-14T23:57:26.914954] [INFO ] [sig       ] Generating forecast for: HLIO
[2025-10-14T23:57:26.914986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLIO' from 'https://tdm.silogroup.org/data/derivative_storage/HLIO.csv'.
[2025-10-14T23:57:26.923561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLIO'.
[2025-10-14T23:57:26.923844] [INFO ] [FORECASTER] Starting predict_future for HLIO
[2025-10-14T23:57:26.948418] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:26.949139] [DEBUG] [LOCAL     ] No optimal features file found for HLIO: ./output/feature-sets/HLIO.txt
[2025-10-14T23:57:26.949197] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:26.949230] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:26.949259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:26.949315] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:26.966516] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:26.967099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:26.967176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:26.967209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:27.000930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:27.001034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:27.001069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:27.001098] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:27.004221] [DEBUG] [FORECASTER] HLIO: Forecast T+1@11:T+2@11: DOWN (p=6.95%)
[2025-10-14T23:57:27.004473] [INFO ] [FORECASTER] Completed predict_future for HLIO
[2025-10-14T23:57:27.004600] [INFO ] [sig       ] HLIO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:27.142870] [INFO ] [LOCAL     ] Saved forecast: HLIO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HLIO.txt
[2025-10-14T23:57:27.143076] [INFO ] [sig       ] [873/1812] Completed HLIO in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:27.143160] [INFO ] [sig       ] [874/1812] Forecasting HLLY...
[2025-10-14T23:57:27.143199] [INFO ] [sig       ] Generating forecast for: HLLY
[2025-10-14T23:57:27.143230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLLY' from 'https://tdm.silogroup.org/data/derivative_storage/HLLY.csv'.
[2025-10-14T23:57:27.151670] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLLY'.
[2025-10-14T23:57:27.151984] [INFO ] [FORECASTER] Starting predict_future for HLLY
[2025-10-14T23:57:27.176450] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:27.177175] [DEBUG] [LOCAL     ] No optimal features file found for HLLY: ./output/feature-sets/HLLY.txt
[2025-10-14T23:57:27.177227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:27.177260] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:27.177288] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:27.177344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:27.194781] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:27.195388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:27.195467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:27.195502] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:27.229180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:27.229272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:27.229307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:27.229335] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:27.232323] [DEBUG] [FORECASTER] HLLY: Forecast T+1@11:T+2@11: DOWN (p=0.59%)
[2025-10-14T23:57:27.232573] [INFO ] [FORECASTER] Completed predict_future for HLLY
[2025-10-14T23:57:27.232732] [INFO ] [sig       ] HLLY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:27.376047] [INFO ] [LOCAL     ] Saved forecast: HLLY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HLLY.txt
[2025-10-14T23:57:27.376254] [INFO ] [sig       ] [874/1812] Completed HLLY in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:27.376313] [INFO ] [sig       ] [875/1812] Forecasting HLN...
[2025-10-14T23:57:27.376346] [INFO ] [sig       ] Generating forecast for: HLN
[2025-10-14T23:57:27.376377] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLN' from 'https://tdm.silogroup.org/data/derivative_storage/HLN.csv'.
[2025-10-14T23:57:27.385630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLN'.
[2025-10-14T23:57:27.385944] [INFO ] [FORECASTER] Starting predict_future for HLN
[2025-10-14T23:57:27.411380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:27.412142] [DEBUG] [LOCAL     ] No optimal features file found for HLN: ./output/feature-sets/HLN.txt
[2025-10-14T23:57:27.412201] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:27.412236] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:27.412266] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:27.412324] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:27.430246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:27.430819] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:27.430904] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:27.430939] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:27.469839] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:27.469967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:27.470020] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:27.470052] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:27.473185] [DEBUG] [FORECASTER] HLN: Forecast T+1@11:T+2@11: DOWN (p=5.65%)
[2025-10-14T23:57:27.473447] [INFO ] [FORECASTER] Completed predict_future for HLN
[2025-10-14T23:57:27.473584] [INFO ] [sig       ] HLN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:27.614509] [INFO ] [LOCAL     ] Saved forecast: HLN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HLN.txt
[2025-10-14T23:57:27.614772] [INFO ] [sig       ] [875/1812] Completed HLN in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:27.614836] [INFO ] [sig       ] [876/1812] Forecasting HLT...
[2025-10-14T23:57:27.614870] [INFO ] [sig       ] Generating forecast for: HLT
[2025-10-14T23:57:27.614901] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLT' from 'https://tdm.silogroup.org/data/derivative_storage/HLT.csv'.
[2025-10-14T23:57:27.623555] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLT'.
[2025-10-14T23:57:27.623887] [INFO ] [FORECASTER] Starting predict_future for HLT
[2025-10-14T23:57:27.648674] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:27.649355] [DEBUG] [LOCAL     ] No optimal features file found for HLT: ./output/feature-sets/HLT.txt
[2025-10-14T23:57:27.649409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:27.649441] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:27.649469] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:27.649524] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:27.667214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:27.667818] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:27.667898] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:27.667933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:27.708377] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:27.708557] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:27.708618] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:27.708712] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:27.712414] [DEBUG] [FORECASTER] HLT: Forecast T+1@11:T+2@11: UP (p=89.53%)
[2025-10-14T23:57:27.712807] [INFO ] [FORECASTER] Completed predict_future for HLT
[2025-10-14T23:57:27.712975] [INFO ] [sig       ] HLT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:27.855254] [INFO ] [LOCAL     ] Saved forecast: HLT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HLT.txt
[2025-10-14T23:57:27.855486] [INFO ] [sig       ] [876/1812] Completed HLT in 0.2s | 4.23 sym/s | Total: 3.4m | ETA: 3.7m
[2025-10-14T23:57:27.855548] [INFO ] [sig       ] [877/1812] Forecasting HLX...
[2025-10-14T23:57:27.855582] [INFO ] [sig       ] Generating forecast for: HLX
[2025-10-14T23:57:27.855616] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLX' from 'https://tdm.silogroup.org/data/derivative_storage/HLX.csv'.
[2025-10-14T23:57:27.865145] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLX'.
[2025-10-14T23:57:27.865458] [INFO ] [FORECASTER] Starting predict_future for HLX
[2025-10-14T23:57:27.891550] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:27.892259] [DEBUG] [LOCAL     ] No optimal features file found for HLX: ./output/feature-sets/HLX.txt
[2025-10-14T23:57:27.892312] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:27.892381] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:27.892436] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:27.892498] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:27.912032] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:27.912715] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:27.912800] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:27.912834] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:27.955154] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:27.955297] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:27.955336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:27.955366] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:27.958915] [DEBUG] [FORECASTER] HLX: Forecast T+1@11:T+2@11: UP (p=94.47%)
[2025-10-14T23:57:27.959185] [INFO ] [FORECASTER] Completed predict_future for HLX
[2025-10-14T23:57:27.959326] [INFO ] [sig       ] HLX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:28.104334] [INFO ] [LOCAL     ] Saved forecast: HLX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HLX.txt
[2025-10-14T23:57:28.104582] [INFO ] [sig       ] [877/1812] Completed HLX in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:28.104694] [INFO ] [sig       ] [878/1812] Forecasting HMC...
[2025-10-14T23:57:28.104763] [INFO ] [sig       ] Generating forecast for: HMC
[2025-10-14T23:57:28.104799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMC' from 'https://tdm.silogroup.org/data/derivative_storage/HMC.csv'.
[2025-10-14T23:57:28.114067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMC'.
[2025-10-14T23:57:28.114417] [INFO ] [FORECASTER] Starting predict_future for HMC
[2025-10-14T23:57:28.139492] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:28.140218] [DEBUG] [LOCAL     ] No optimal features file found for HMC: ./output/feature-sets/HMC.txt
[2025-10-14T23:57:28.140273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:28.140307] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:28.140335] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:28.140397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:28.157886] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:28.158460] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:28.158541] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:28.158576] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:28.202065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:28.202245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:28.202317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:28.202370] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:28.206092] [DEBUG] [FORECASTER] HMC: Forecast T+1@11:T+2@11: UP (p=98.56%)
[2025-10-14T23:57:28.206383] [INFO ] [FORECASTER] Completed predict_future for HMC
[2025-10-14T23:57:28.206528] [INFO ] [sig       ] HMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:28.353397] [INFO ] [LOCAL     ] Saved forecast: HMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HMC.txt
[2025-10-14T23:57:28.353680] [INFO ] [sig       ] [878/1812] Completed HMC in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:28.353742] [INFO ] [sig       ] [879/1812] Forecasting HMN...
[2025-10-14T23:57:28.353776] [INFO ] [sig       ] Generating forecast for: HMN
[2025-10-14T23:57:28.353808] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMN' from 'https://tdm.silogroup.org/data/derivative_storage/HMN.csv'.
[2025-10-14T23:57:28.363546] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMN'.
[2025-10-14T23:57:28.363857] [INFO ] [FORECASTER] Starting predict_future for HMN
[2025-10-14T23:57:28.389063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:28.389836] [DEBUG] [LOCAL     ] No optimal features file found for HMN: ./output/feature-sets/HMN.txt
[2025-10-14T23:57:28.389891] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:28.389925] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:28.389953] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:28.390009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:28.408165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:28.408804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:28.408885] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:28.408920] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:28.446959] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:28.447064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:28.447102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:28.447131] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:28.450324] [DEBUG] [FORECASTER] HMN: Forecast T+1@11:T+2@11: UP (p=97.84%)
[2025-10-14T23:57:28.450588] [INFO ] [FORECASTER] Completed predict_future for HMN
[2025-10-14T23:57:28.450760] [INFO ] [sig       ] HMN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:28.611794] [INFO ] [LOCAL     ] Saved forecast: HMN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HMN.txt
[2025-10-14T23:57:28.612049] [INFO ] [sig       ] [879/1812] Completed HMN in 0.3s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:28.612094] [INFO ] [sig       ] [880/1812] Forecasting HMY...
[2025-10-14T23:57:28.612129] [INFO ] [sig       ] Generating forecast for: HMY
[2025-10-14T23:57:28.612200] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMY' from 'https://tdm.silogroup.org/data/derivative_storage/HMY.csv'.
[2025-10-14T23:57:28.621837] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMY'.
[2025-10-14T23:57:28.622193] [INFO ] [FORECASTER] Starting predict_future for HMY
[2025-10-14T23:57:28.647951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:28.648749] [DEBUG] [LOCAL     ] No optimal features file found for HMY: ./output/feature-sets/HMY.txt
[2025-10-14T23:57:28.648806] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:28.648839] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:28.648868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:28.648975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:28.666227] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:28.666821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:28.666905] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:28.666939] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:28.701758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:28.701869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:28.701907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:28.701935] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:28.705151] [DEBUG] [FORECASTER] HMY: Forecast T+1@11:T+2@11: UP (p=50.60%)
[2025-10-14T23:57:28.705420] [INFO ] [FORECASTER] Completed predict_future for HMY
[2025-10-14T23:57:28.705554] [INFO ] [sig       ] HMY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:28.841927] [INFO ] [LOCAL     ] Saved forecast: HMY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HMY.txt
[2025-10-14T23:57:28.842164] [INFO ] [sig       ] [880/1812] Completed HMY in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:28.842210] [INFO ] [sig       ] [881/1812] Forecasting HNI...
[2025-10-14T23:57:28.842243] [INFO ] [sig       ] Generating forecast for: HNI
[2025-10-14T23:57:28.842274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HNI' from 'https://tdm.silogroup.org/data/derivative_storage/HNI.csv'.
[2025-10-14T23:57:28.851636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HNI'.
[2025-10-14T23:57:28.852022] [INFO ] [FORECASTER] Starting predict_future for HNI
[2025-10-14T23:57:28.876505] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:28.877246] [DEBUG] [LOCAL     ] No optimal features file found for HNI: ./output/feature-sets/HNI.txt
[2025-10-14T23:57:28.877299] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:28.877331] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:28.877359] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:28.877415] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:28.894192] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:28.894803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:28.894882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:28.894915] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:28.931405] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:28.931570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:28.931628] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:28.931699] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:28.934938] [DEBUG] [FORECASTER] HNI: Forecast T+1@11:T+2@11: DOWN (p=35.51%)
[2025-10-14T23:57:28.935194] [INFO ] [FORECASTER] Completed predict_future for HNI
[2025-10-14T23:57:28.935325] [INFO ] [sig       ] HNI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:29.074355] [INFO ] [LOCAL     ] Saved forecast: HNI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HNI.txt
[2025-10-14T23:57:29.074591] [INFO ] [sig       ] [881/1812] Completed HNI in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:29.074634] [INFO ] [sig       ] [882/1812] Forecasting HOG...
[2025-10-14T23:57:29.074704] [INFO ] [sig       ] Generating forecast for: HOG
[2025-10-14T23:57:29.074745] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOG' from 'https://tdm.silogroup.org/data/derivative_storage/HOG.csv'.
[2025-10-14T23:57:29.083398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOG'.
[2025-10-14T23:57:29.083709] [INFO ] [FORECASTER] Starting predict_future for HOG
[2025-10-14T23:57:29.108602] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:29.109445] [DEBUG] [LOCAL     ] No optimal features file found for HOG: ./output/feature-sets/HOG.txt
[2025-10-14T23:57:29.109504] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:29.109541] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:29.109570] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:29.109669] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:29.126608] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:29.127200] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:29.127279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:29.127312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:29.170256] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:29.170434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:29.170497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:29.170529] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:29.174053] [DEBUG] [FORECASTER] HOG: Forecast T+1@11:T+2@11: UP (p=89.51%)
[2025-10-14T23:57:29.174360] [INFO ] [FORECASTER] Completed predict_future for HOG
[2025-10-14T23:57:29.174507] [INFO ] [sig       ] HOG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:29.315868] [INFO ] [LOCAL     ] Saved forecast: HOG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HOG.txt
[2025-10-14T23:57:29.316117] [INFO ] [sig       ] [882/1812] Completed HOG in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:29.316169] [INFO ] [sig       ] [883/1812] Forecasting HOMB...
[2025-10-14T23:57:29.316200] [INFO ] [sig       ] Generating forecast for: HOMB
[2025-10-14T23:57:29.316237] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOMB' from 'https://tdm.silogroup.org/data/derivative_storage/HOMB.csv'.
[2025-10-14T23:57:29.326142] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOMB'.
[2025-10-14T23:57:29.326417] [INFO ] [FORECASTER] Starting predict_future for HOMB
[2025-10-14T23:57:29.351008] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:29.351688] [DEBUG] [LOCAL     ] No optimal features file found for HOMB: ./output/feature-sets/HOMB.txt
[2025-10-14T23:57:29.351743] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:29.351776] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:29.351804] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:29.351859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:29.369057] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:29.369616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:29.369718] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:29.369760] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:29.405739] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:29.405811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:29.406250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:29.406288] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:29.410286] [DEBUG] [FORECASTER] HOMB: Forecast T+1@11:T+2@11: DOWN (p=7.99%)
[2025-10-14T23:57:29.410524] [INFO ] [FORECASTER] Completed predict_future for HOMB
[2025-10-14T23:57:29.410693] [INFO ] [sig       ] HOMB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:29.548564] [INFO ] [LOCAL     ] Saved forecast: HOMB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HOMB.txt
[2025-10-14T23:57:29.548782] [INFO ] [sig       ] [883/1812] Completed HOMB in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:29.548842] [INFO ] [sig       ] [884/1812] Forecasting HOUS...
[2025-10-14T23:57:29.548875] [INFO ] [sig       ] Generating forecast for: HOUS
[2025-10-14T23:57:29.548906] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOUS' from 'https://tdm.silogroup.org/data/derivative_storage/HOUS.csv'.
[2025-10-14T23:57:29.557283] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOUS'.
[2025-10-14T23:57:29.557537] [INFO ] [FORECASTER] Starting predict_future for HOUS
[2025-10-14T23:57:29.582088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:29.582773] [DEBUG] [LOCAL     ] No optimal features file found for HOUS: ./output/feature-sets/HOUS.txt
[2025-10-14T23:57:29.582827] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:29.582859] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:29.582901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:29.582958] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:29.599859] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:29.600368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:29.600446] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:29.600480] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:29.639581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:29.639679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:29.639730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:29.639761] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:29.642685] [DEBUG] [FORECASTER] HOUS: Forecast T+1@11:T+2@11: DOWN (p=38.71%)
[2025-10-14T23:57:29.642931] [INFO ] [FORECASTER] Completed predict_future for HOUS
[2025-10-14T23:57:29.643056] [INFO ] [sig       ] HOUS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:29.779445] [INFO ] [LOCAL     ] Saved forecast: HOUS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HOUS.txt
[2025-10-14T23:57:29.779614] [INFO ] [sig       ] [884/1812] Completed HOUS in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:29.779681] [INFO ] [sig       ] [885/1812] Forecasting HOV...
[2025-10-14T23:57:29.779729] [INFO ] [sig       ] Generating forecast for: HOV
[2025-10-14T23:57:29.779760] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOV' from 'https://tdm.silogroup.org/data/derivative_storage/HOV.csv'.
[2025-10-14T23:57:29.788481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOV'.
[2025-10-14T23:57:29.788744] [INFO ] [FORECASTER] Starting predict_future for HOV
[2025-10-14T23:57:29.812857] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:29.813493] [DEBUG] [LOCAL     ] No optimal features file found for HOV: ./output/feature-sets/HOV.txt
[2025-10-14T23:57:29.813545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:29.813578] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:29.813605] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:29.813680] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:29.830503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:29.831082] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:29.831161] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:29.831194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:29.867020] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:29.867102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:29.867137] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:29.867166] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:29.870192] [DEBUG] [FORECASTER] HOV: Forecast T+1@11:T+2@11: DOWN (p=20.97%)
[2025-10-14T23:57:29.870440] [INFO ] [FORECASTER] Completed predict_future for HOV
[2025-10-14T23:57:29.870571] [INFO ] [sig       ] HOV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:30.006595] [INFO ] [LOCAL     ] Saved forecast: HOV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HOV.txt
[2025-10-14T23:57:30.006813] [INFO ] [sig       ] [885/1812] Completed HOV in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-14T23:57:30.006869] [INFO ] [sig       ] [886/1812] Forecasting HP...
[2025-10-14T23:57:30.006901] [INFO ] [sig       ] Generating forecast for: HP
[2025-10-14T23:57:30.006932] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HP' from 'https://tdm.silogroup.org/data/derivative_storage/HP.csv'.
[2025-10-14T23:57:30.015588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HP'.
[2025-10-14T23:57:30.015870] [INFO ] [FORECASTER] Starting predict_future for HP
[2025-10-14T23:57:30.041829] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:30.042504] [DEBUG] [LOCAL     ] No optimal features file found for HP: ./output/feature-sets/HP.txt
[2025-10-14T23:57:30.042557] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:30.042589] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:30.042616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:30.042698] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:30.059485] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:30.060033] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:30.060111] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:30.060144] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:30.096870] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:30.096939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:30.096973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:30.097001] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:30.099950] [DEBUG] [FORECASTER] HP: Forecast T+1@11:T+2@11: DOWN (p=23.06%)
[2025-10-14T23:57:30.100188] [INFO ] [FORECASTER] Completed predict_future for HP
[2025-10-14T23:57:30.100320] [INFO ] [sig       ] HP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:30.237065] [INFO ] [LOCAL     ] Saved forecast: HP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HP.txt
[2025-10-14T23:57:30.237282] [INFO ] [sig       ] [886/1812] Completed HP in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:30.237328] [INFO ] [sig       ] [887/1812] Forecasting HPE...
[2025-10-14T23:57:30.237360] [INFO ] [sig       ] Generating forecast for: HPE
[2025-10-14T23:57:30.237390] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPE' from 'https://tdm.silogroup.org/data/derivative_storage/HPE.csv'.
[2025-10-14T23:57:30.246204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPE'.
[2025-10-14T23:57:30.246456] [INFO ] [FORECASTER] Starting predict_future for HPE
[2025-10-14T23:57:30.270980] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:30.271620] [DEBUG] [LOCAL     ] No optimal features file found for HPE: ./output/feature-sets/HPE.txt
[2025-10-14T23:57:30.271698] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:30.271740] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:30.271769] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:30.271824] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:30.288630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:30.289242] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:30.289335] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:30.289374] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:30.325576] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:30.325672] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:30.325726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:30.325757] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:30.328735] [DEBUG] [FORECASTER] HPE: Forecast T+1@11:T+2@11: UP (p=75.97%)
[2025-10-14T23:57:30.328979] [INFO ] [FORECASTER] Completed predict_future for HPE
[2025-10-14T23:57:30.329112] [INFO ] [sig       ] HPE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:30.466629] [INFO ] [LOCAL     ] Saved forecast: HPE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HPE.txt
[2025-10-14T23:57:30.466840] [INFO ] [sig       ] [887/1812] Completed HPE in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:30.466884] [INFO ] [sig       ] [888/1812] Forecasting HPF...
[2025-10-14T23:57:30.466915] [INFO ] [sig       ] Generating forecast for: HPF
[2025-10-14T23:57:30.466945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPF' from 'https://tdm.silogroup.org/data/derivative_storage/HPF.csv'.
[2025-10-14T23:57:30.476176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPF'.
[2025-10-14T23:57:30.476418] [INFO ] [FORECASTER] Starting predict_future for HPF
[2025-10-14T23:57:30.500662] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:30.501393] [DEBUG] [LOCAL     ] No optimal features file found for HPF: ./output/feature-sets/HPF.txt
[2025-10-14T23:57:30.501446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:30.501478] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:30.501505] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:30.501560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:30.518348] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:30.518890] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:30.518968] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:30.519001] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:30.554249] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:30.554320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:30.554355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:30.554383] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:30.557314] [DEBUG] [FORECASTER] HPF: Forecast T+1@11:T+2@11: DOWN (p=16.53%)
[2025-10-14T23:57:30.557557] [INFO ] [FORECASTER] Completed predict_future for HPF
[2025-10-14T23:57:30.557722] [INFO ] [sig       ] HPF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:30.694562] [INFO ] [LOCAL     ] Saved forecast: HPF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HPF.txt
[2025-10-14T23:57:30.694792] [INFO ] [sig       ] [888/1812] Completed HPF in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:30.694853] [INFO ] [sig       ] [889/1812] Forecasting HPI...
[2025-10-14T23:57:30.694885] [INFO ] [sig       ] Generating forecast for: HPI
[2025-10-14T23:57:30.694916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPI' from 'https://tdm.silogroup.org/data/derivative_storage/HPI.csv'.
[2025-10-14T23:57:30.703435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPI'.
[2025-10-14T23:57:30.703711] [INFO ] [FORECASTER] Starting predict_future for HPI
[2025-10-14T23:57:30.728152] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:30.728914] [DEBUG] [LOCAL     ] No optimal features file found for HPI: ./output/feature-sets/HPI.txt
[2025-10-14T23:57:30.728968] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:30.729001] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:30.729029] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:30.729086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:30.746248] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:30.746797] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:30.746874] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:30.746908] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:30.781894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:30.781967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:30.782018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:30.782048] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:30.784965] [DEBUG] [FORECASTER] HPI: Forecast T+1@11:T+2@11: DOWN (p=42.44%)
[2025-10-14T23:57:30.785209] [INFO ] [FORECASTER] Completed predict_future for HPI
[2025-10-14T23:57:30.785335] [INFO ] [sig       ] HPI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:30.923540] [INFO ] [LOCAL     ] Saved forecast: HPI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HPI.txt
[2025-10-14T23:57:30.923732] [INFO ] [sig       ] [889/1812] Completed HPI in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:30.923791] [INFO ] [sig       ] [890/1812] Forecasting HPP...
[2025-10-14T23:57:30.923824] [INFO ] [sig       ] Generating forecast for: HPP
[2025-10-14T23:57:30.923855] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPP' from 'https://tdm.silogroup.org/data/derivative_storage/HPP.csv'.
[2025-10-14T23:57:30.932553] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPP'.
[2025-10-14T23:57:30.932862] [INFO ] [FORECASTER] Starting predict_future for HPP
[2025-10-14T23:57:30.957228] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:30.957925] [DEBUG] [LOCAL     ] No optimal features file found for HPP: ./output/feature-sets/HPP.txt
[2025-10-14T23:57:30.957977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:30.958010] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:30.958037] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:30.958110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:30.975337] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:30.975893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:30.975969] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:30.976003] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:31.012270] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:31.012343] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:31.012377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:31.012406] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:31.015326] [DEBUG] [FORECASTER] HPP: Forecast T+1@11:T+2@11: DOWN (p=6.18%)
[2025-10-14T23:57:31.015570] [INFO ] [FORECASTER] Completed predict_future for HPP
[2025-10-14T23:57:31.015723] [INFO ] [sig       ] HPP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:31.153399] [INFO ] [LOCAL     ] Saved forecast: HPP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HPP.txt
[2025-10-14T23:57:31.153585] [INFO ] [sig       ] [890/1812] Completed HPP in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:31.153627] [INFO ] [sig       ] [891/1812] Forecasting HPQ...
[2025-10-14T23:57:31.153694] [INFO ] [sig       ] Generating forecast for: HPQ
[2025-10-14T23:57:31.153739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPQ' from 'https://tdm.silogroup.org/data/derivative_storage/HPQ.csv'.
[2025-10-14T23:57:31.162379] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPQ'.
[2025-10-14T23:57:31.162629] [INFO ] [FORECASTER] Starting predict_future for HPQ
[2025-10-14T23:57:31.186937] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:31.187593] [DEBUG] [LOCAL     ] No optimal features file found for HPQ: ./output/feature-sets/HPQ.txt
[2025-10-14T23:57:31.187667] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:31.187720] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:31.187751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:31.187823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:31.205031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:31.205546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:31.205622] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:31.205688] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:31.243481] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:31.243553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:31.243587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:31.243616] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:31.246673] [DEBUG] [FORECASTER] HPQ: Forecast T+1@11:T+2@11: UP (p=62.86%)
[2025-10-14T23:57:31.246923] [INFO ] [FORECASTER] Completed predict_future for HPQ
[2025-10-14T23:57:31.247047] [INFO ] [sig       ] HPQ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:31.385513] [INFO ] [LOCAL     ] Saved forecast: HPQ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HPQ.txt
[2025-10-14T23:57:31.385708] [INFO ] [sig       ] [891/1812] Completed HPQ in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:31.385766] [INFO ] [sig       ] [892/1812] Forecasting HPS...
[2025-10-14T23:57:31.385799] [INFO ] [sig       ] Generating forecast for: HPS
[2025-10-14T23:57:31.385830] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPS' from 'https://tdm.silogroup.org/data/derivative_storage/HPS.csv'.
[2025-10-14T23:57:31.394705] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPS'.
[2025-10-14T23:57:31.394948] [INFO ] [FORECASTER] Starting predict_future for HPS
[2025-10-14T23:57:31.419137] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:31.419825] [DEBUG] [LOCAL     ] No optimal features file found for HPS: ./output/feature-sets/HPS.txt
[2025-10-14T23:57:31.419879] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:31.419913] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:31.419941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:31.419998] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:31.436790] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:31.437369] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:31.437444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:31.437478] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:31.473424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:31.473502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:31.473536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:31.473563] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:31.476501] [DEBUG] [FORECASTER] HPS: Forecast T+1@11:T+2@11: DOWN (p=16.87%)
[2025-10-14T23:57:31.476789] [INFO ] [FORECASTER] Completed predict_future for HPS
[2025-10-14T23:57:31.476922] [INFO ] [sig       ] HPS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:31.613949] [INFO ] [LOCAL     ] Saved forecast: HPS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HPS.txt
[2025-10-14T23:57:31.614131] [INFO ] [sig       ] [892/1812] Completed HPS in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:31.614170] [INFO ] [sig       ] [893/1812] Forecasting HQH...
[2025-10-14T23:57:31.614200] [INFO ] [sig       ] Generating forecast for: HQH
[2025-10-14T23:57:31.614230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HQH' from 'https://tdm.silogroup.org/data/derivative_storage/HQH.csv'.
[2025-10-14T23:57:31.622483] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HQH'.
[2025-10-14T23:57:31.622758] [INFO ] [FORECASTER] Starting predict_future for HQH
[2025-10-14T23:57:31.646854] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:31.647560] [DEBUG] [LOCAL     ] No optimal features file found for HQH: ./output/feature-sets/HQH.txt
[2025-10-14T23:57:31.647612] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:31.647667] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:31.647749] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:31.647816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:31.664857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:31.665365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:31.665440] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:31.665473] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:31.700515] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:31.700590] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:31.700624] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:31.700686] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:31.703600] [DEBUG] [FORECASTER] HQH: Forecast T+1@11:T+2@11: UP (p=99.61%)
[2025-10-14T23:57:31.703871] [INFO ] [FORECASTER] Completed predict_future for HQH
[2025-10-14T23:57:31.703999] [INFO ] [sig       ] HQH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:31.841146] [INFO ] [LOCAL     ] Saved forecast: HQH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HQH.txt
[2025-10-14T23:57:31.841319] [INFO ] [sig       ] [893/1812] Completed HQH in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:31.841360] [INFO ] [sig       ] [894/1812] Forecasting HQL...
[2025-10-14T23:57:31.841390] [INFO ] [sig       ] Generating forecast for: HQL
[2025-10-14T23:57:31.841421] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HQL' from 'https://tdm.silogroup.org/data/derivative_storage/HQL.csv'.
[2025-10-14T23:57:31.849870] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HQL'.
[2025-10-14T23:57:31.850121] [INFO ] [FORECASTER] Starting predict_future for HQL
[2025-10-14T23:57:31.874301] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:31.874977] [DEBUG] [LOCAL     ] No optimal features file found for HQL: ./output/feature-sets/HQL.txt
[2025-10-14T23:57:31.875030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:31.875062] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:31.875089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:31.875144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:31.892110] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:31.892611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:31.892711] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:31.892755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:31.927977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:31.928117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:31.928169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:31.928200] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:31.931391] [DEBUG] [FORECASTER] HQL: Forecast T+1@11:T+2@11: UP (p=59.63%)
[2025-10-14T23:57:31.931666] [INFO ] [FORECASTER] Completed predict_future for HQL
[2025-10-14T23:57:31.931809] [INFO ] [sig       ] HQL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:32.072210] [INFO ] [LOCAL     ] Saved forecast: HQL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HQL.txt
[2025-10-14T23:57:32.072468] [INFO ] [sig       ] [894/1812] Completed HQL in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:32.072519] [INFO ] [sig       ] [895/1812] Forecasting HR...
[2025-10-14T23:57:32.072552] [INFO ] [sig       ] Generating forecast for: HR
[2025-10-14T23:57:32.072583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HR' from 'https://tdm.silogroup.org/data/derivative_storage/HR.csv'.
[2025-10-14T23:57:32.081169] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HR'.
[2025-10-14T23:57:32.081432] [INFO ] [FORECASTER] Starting predict_future for HR
[2025-10-14T23:57:32.106716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:32.107506] [DEBUG] [LOCAL     ] No optimal features file found for HR: ./output/feature-sets/HR.txt
[2025-10-14T23:57:32.107563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:32.107596] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:32.107625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:32.107717] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:32.125247] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:32.125895] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:32.125978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:32.126013] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:32.163720] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:32.163886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:32.163929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:32.163959] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:32.167554] [DEBUG] [FORECASTER] HR: Forecast T+1@11:T+2@11: DOWN (p=41.36%)
[2025-10-14T23:57:32.167864] [INFO ] [FORECASTER] Completed predict_future for HR
[2025-10-14T23:57:32.168014] [INFO ] [sig       ] HR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:32.308428] [INFO ] [LOCAL     ] Saved forecast: HR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HR.txt
[2025-10-14T23:57:32.308721] [INFO ] [sig       ] [895/1812] Completed HR in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:32.308781] [INFO ] [sig       ] [896/1812] Forecasting HRB...
[2025-10-14T23:57:32.308815] [INFO ] [sig       ] Generating forecast for: HRB
[2025-10-14T23:57:32.308847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRB' from 'https://tdm.silogroup.org/data/derivative_storage/HRB.csv'.
[2025-10-14T23:57:32.317414] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRB'.
[2025-10-14T23:57:32.317696] [INFO ] [FORECASTER] Starting predict_future for HRB
[2025-10-14T23:57:32.343852] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:32.344636] [DEBUG] [LOCAL     ] No optimal features file found for HRB: ./output/feature-sets/HRB.txt
[2025-10-14T23:57:32.344719] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:32.344756] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:32.344784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:32.344841] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:32.362925] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:32.363634] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:32.363754] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:32.363792] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:32.400700] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:32.400890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:32.400933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:32.400981] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:32.405928] [DEBUG] [FORECASTER] HRB: Forecast T+1@11:T+2@11: UP (p=72.87%)
[2025-10-14T23:57:32.406206] [INFO ] [FORECASTER] Completed predict_future for HRB
[2025-10-14T23:57:32.406354] [INFO ] [sig       ] HRB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:32.546756] [INFO ] [LOCAL     ] Saved forecast: HRB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HRB.txt
[2025-10-14T23:57:32.546995] [INFO ] [sig       ] [896/1812] Completed HRB in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:32.547039] [INFO ] [sig       ] [897/1812] Forecasting HRI...
[2025-10-14T23:57:32.547069] [INFO ] [sig       ] Generating forecast for: HRI
[2025-10-14T23:57:32.547100] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRI' from 'https://tdm.silogroup.org/data/derivative_storage/HRI.csv'.
[2025-10-14T23:57:32.555457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRI'.
[2025-10-14T23:57:32.555742] [INFO ] [FORECASTER] Starting predict_future for HRI
[2025-10-14T23:57:32.580139] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:32.580968] [DEBUG] [LOCAL     ] No optimal features file found for HRI: ./output/feature-sets/HRI.txt
[2025-10-14T23:57:32.581025] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:32.581060] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:32.581089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:32.581147] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:32.598843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:32.599705] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:32.599794] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:32.599830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:32.634683] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:32.634852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:32.634894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:32.634924] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:32.639236] [DEBUG] [FORECASTER] HRI: Forecast T+1@11:T+2@11: DOWN (p=48.11%)
[2025-10-14T23:57:32.639993] [INFO ] [FORECASTER] Completed predict_future for HRI
[2025-10-14T23:57:32.640271] [INFO ] [sig       ] HRI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:32.795820] [INFO ] [LOCAL     ] Saved forecast: HRI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HRI.txt
[2025-10-14T23:57:32.796068] [INFO ] [sig       ] [897/1812] Completed HRI in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:32.796110] [INFO ] [sig       ] [898/1812] Forecasting HRL...
[2025-10-14T23:57:32.796140] [INFO ] [sig       ] Generating forecast for: HRL
[2025-10-14T23:57:32.796171] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRL' from 'https://tdm.silogroup.org/data/derivative_storage/HRL.csv'.
[2025-10-14T23:57:32.805021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRL'.
[2025-10-14T23:57:32.805297] [INFO ] [FORECASTER] Starting predict_future for HRL
[2025-10-14T23:57:32.829524] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:32.830218] [DEBUG] [LOCAL     ] No optimal features file found for HRL: ./output/feature-sets/HRL.txt
[2025-10-14T23:57:32.830271] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:32.830303] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:32.830330] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:32.830385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:32.847077] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:32.847597] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:32.847697] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:32.847747] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:32.890585] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:32.890846] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:32.890906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:32.890938] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:32.894344] [DEBUG] [FORECASTER] HRL: Forecast T+1@11:T+2@11: DOWN (p=24.06%)
[2025-10-14T23:57:32.894604] [INFO ] [FORECASTER] Completed predict_future for HRL
[2025-10-14T23:57:32.894775] [INFO ] [sig       ] HRL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:33.031548] [INFO ] [LOCAL     ] Saved forecast: HRL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HRL.txt
[2025-10-14T23:57:33.031785] [INFO ] [sig       ] [898/1812] Completed HRL in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:33.031845] [INFO ] [sig       ] [899/1812] Forecasting HRTG...
[2025-10-14T23:57:33.031878] [INFO ] [sig       ] Generating forecast for: HRTG
[2025-10-14T23:57:33.031908] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRTG' from 'https://tdm.silogroup.org/data/derivative_storage/HRTG.csv'.
[2025-10-14T23:57:33.040748] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRTG'.
[2025-10-14T23:57:33.041113] [INFO ] [FORECASTER] Starting predict_future for HRTG
[2025-10-14T23:57:33.068728] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:33.069507] [DEBUG] [LOCAL     ] No optimal features file found for HRTG: ./output/feature-sets/HRTG.txt
[2025-10-14T23:57:33.069562] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:33.069596] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:33.069625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:33.069718] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:33.087375] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:33.088281] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:33.088385] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:33.088427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:33.121405] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:33.121578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:33.121619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:33.121680] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:33.125177] [DEBUG] [FORECASTER] HRTG: Forecast T+1@11:T+2@11: UP (p=93.13%)
[2025-10-14T23:57:33.125464] [INFO ] [FORECASTER] Completed predict_future for HRTG
[2025-10-14T23:57:33.125602] [INFO ] [sig       ] HRTG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:33.266251] [INFO ] [LOCAL     ] Saved forecast: HRTG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HRTG.txt
[2025-10-14T23:57:33.266534] [INFO ] [sig       ] [899/1812] Completed HRTG in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:33.266606] [INFO ] [sig       ] [900/1812] Forecasting HSBC...
[2025-10-14T23:57:33.266680] [INFO ] [sig       ] Generating forecast for: HSBC
[2025-10-14T23:57:33.266730] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSBC' from 'https://tdm.silogroup.org/data/derivative_storage/HSBC.csv'.
[2025-10-14T23:57:33.275323] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSBC'.
[2025-10-14T23:57:33.275593] [INFO ] [FORECASTER] Starting predict_future for HSBC
[2025-10-14T23:57:33.300051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:33.300784] [DEBUG] [LOCAL     ] No optimal features file found for HSBC: ./output/feature-sets/HSBC.txt
[2025-10-14T23:57:33.300838] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:33.300870] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:33.300897] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:33.300952] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:33.318343] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:33.318909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:33.318987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:33.319020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:33.350348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:33.350435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:33.350470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:33.350498] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:33.353497] [DEBUG] [FORECASTER] HSBC: Forecast T+1@11:T+2@11: UP (p=97.17%)
[2025-10-14T23:57:33.353786] [INFO ] [FORECASTER] Completed predict_future for HSBC
[2025-10-14T23:57:33.353918] [INFO ] [sig       ] HSBC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:33.493619] [INFO ] [LOCAL     ] Saved forecast: HSBC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HSBC.txt
[2025-10-14T23:57:33.493854] [INFO ] [sig       ] [900/1812] Completed HSBC in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:33.493899] [INFO ] [sig       ] [901/1812] Forecasting HSHP...
[2025-10-14T23:57:33.493930] [INFO ] [sig       ] Generating forecast for: HSHP
[2025-10-14T23:57:33.493960] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSHP' from 'https://tdm.silogroup.org/data/derivative_storage/HSHP.csv'.
[2025-10-14T23:57:33.501845] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSHP'.
[2025-10-14T23:57:33.502115] [INFO ] [FORECASTER] Starting predict_future for HSHP
[2025-10-14T23:57:33.527438] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:33.528359] [DEBUG] [LOCAL     ] No optimal features file found for HSHP: ./output/feature-sets/HSHP.txt
[2025-10-14T23:57:33.528416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:33.528450] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:33.528478] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:33.528536] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:33.545889] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:33.546412] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:33.546488] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:33.546521] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:33.583190] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:33.583290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:33.583327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:33.583356] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:33.586482] [DEBUG] [FORECASTER] HSHP: Forecast T+1@11:T+2@11: UP (p=52.54%)
[2025-10-14T23:57:33.586781] [INFO ] [FORECASTER] Completed predict_future for HSHP
[2025-10-14T23:57:33.586917] [INFO ] [sig       ] HSHP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:33.726960] [INFO ] [LOCAL     ] Saved forecast: HSHP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HSHP.txt
[2025-10-14T23:57:33.727243] [INFO ] [sig       ] [901/1812] Completed HSHP in 0.2s | 4.23 sym/s | Total: 3.5m | ETA: 3.6m
[2025-10-14T23:57:33.727318] [INFO ] [sig       ] [902/1812] Forecasting HSY...
[2025-10-14T23:57:33.727354] [INFO ] [sig       ] Generating forecast for: HSY
[2025-10-14T23:57:33.727385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSY' from 'https://tdm.silogroup.org/data/derivative_storage/HSY.csv'.
[2025-10-14T23:57:33.736220] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSY'.
[2025-10-14T23:57:33.736499] [INFO ] [FORECASTER] Starting predict_future for HSY
[2025-10-14T23:57:33.761675] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:33.762392] [DEBUG] [LOCAL     ] No optimal features file found for HSY: ./output/feature-sets/HSY.txt
[2025-10-14T23:57:33.762447] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:33.762480] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:33.762508] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:33.762566] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:33.779774] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:33.780323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:33.780405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:33.780441] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:33.812885] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:33.812973] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:33.813008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:33.813037] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:33.816258] [DEBUG] [FORECASTER] HSY: Forecast T+1@11:T+2@11: UP (p=81.61%)
[2025-10-14T23:57:33.816513] [INFO ] [FORECASTER] Completed predict_future for HSY
[2025-10-14T23:57:33.816637] [INFO ] [sig       ] HSY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:33.953855] [INFO ] [LOCAL     ] Saved forecast: HSY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HSY.txt
[2025-10-14T23:57:33.954070] [INFO ] [sig       ] [902/1812] Completed HSY in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:33.954112] [INFO ] [sig       ] [903/1812] Forecasting HTD...
[2025-10-14T23:57:33.954141] [INFO ] [sig       ] Generating forecast for: HTD
[2025-10-14T23:57:33.954172] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTD' from 'https://tdm.silogroup.org/data/derivative_storage/HTD.csv'.
[2025-10-14T23:57:33.962582] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTD'.
[2025-10-14T23:57:33.962949] [INFO ] [FORECASTER] Starting predict_future for HTD
[2025-10-14T23:57:33.987248] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:33.987954] [DEBUG] [LOCAL     ] No optimal features file found for HTD: ./output/feature-sets/HTD.txt
[2025-10-14T23:57:33.988008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:33.988041] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:33.988097] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:33.988173] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:34.004976] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:34.005501] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:34.005578] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:34.005610] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:34.036714] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:34.036825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:34.036864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:34.036913] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:34.040159] [DEBUG] [FORECASTER] HTD: Forecast T+1@11:T+2@11: UP (p=90.30%)
[2025-10-14T23:57:34.040444] [INFO ] [FORECASTER] Completed predict_future for HTD
[2025-10-14T23:57:34.040579] [INFO ] [sig       ] HTD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:34.181537] [INFO ] [LOCAL     ] Saved forecast: HTD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HTD.txt
[2025-10-14T23:57:34.181755] [INFO ] [sig       ] [903/1812] Completed HTD in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:34.181814] [INFO ] [sig       ] [904/1812] Forecasting HTGC...
[2025-10-14T23:57:34.181848] [INFO ] [sig       ] Generating forecast for: HTGC
[2025-10-14T23:57:34.181879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTGC' from 'https://tdm.silogroup.org/data/derivative_storage/HTGC.csv'.
[2025-10-14T23:57:34.190905] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTGC'.
[2025-10-14T23:57:34.191278] [INFO ] [FORECASTER] Starting predict_future for HTGC
[2025-10-14T23:57:34.216233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:34.217025] [DEBUG] [LOCAL     ] No optimal features file found for HTGC: ./output/feature-sets/HTGC.txt
[2025-10-14T23:57:34.217079] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:34.217112] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:34.217139] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:34.217195] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:34.234539] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:34.235353] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:34.235437] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:34.235470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:34.268772] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:34.268933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:34.268973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:34.269004] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:34.272377] [DEBUG] [FORECASTER] HTGC: Forecast T+1@11:T+2@11: UP (p=94.56%)
[2025-10-14T23:57:34.272670] [INFO ] [FORECASTER] Completed predict_future for HTGC
[2025-10-14T23:57:34.272812] [INFO ] [sig       ] HTGC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:34.411455] [INFO ] [LOCAL     ] Saved forecast: HTGC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HTGC.txt
[2025-10-14T23:57:34.411679] [INFO ] [sig       ] [904/1812] Completed HTGC in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:34.411739] [INFO ] [sig       ] [905/1812] Forecasting HTH...
[2025-10-14T23:57:34.411773] [INFO ] [sig       ] Generating forecast for: HTH
[2025-10-14T23:57:34.411804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTH' from 'https://tdm.silogroup.org/data/derivative_storage/HTH.csv'.
[2025-10-14T23:57:34.420077] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTH'.
[2025-10-14T23:57:34.420332] [INFO ] [FORECASTER] Starting predict_future for HTH
[2025-10-14T23:57:34.444730] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:34.445387] [DEBUG] [LOCAL     ] No optimal features file found for HTH: ./output/feature-sets/HTH.txt
[2025-10-14T23:57:34.445439] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:34.445471] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:34.445500] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:34.445557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:34.462500] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:34.463117] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:34.463196] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:34.463229] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:34.496035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:34.496110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:34.496144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:34.496172] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:34.499203] [DEBUG] [FORECASTER] HTH: Forecast T+1@11:T+2@11: DOWN (p=13.80%)
[2025-10-14T23:57:34.499484] [INFO ] [FORECASTER] Completed predict_future for HTH
[2025-10-14T23:57:34.499614] [INFO ] [sig       ] HTH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:34.637466] [INFO ] [LOCAL     ] Saved forecast: HTH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HTH.txt
[2025-10-14T23:57:34.637717] [INFO ] [sig       ] [905/1812] Completed HTH in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:34.637777] [INFO ] [sig       ] [906/1812] Forecasting HUBB...
[2025-10-14T23:57:34.637809] [INFO ] [sig       ] Generating forecast for: HUBB
[2025-10-14T23:57:34.637839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUBB' from 'https://tdm.silogroup.org/data/derivative_storage/HUBB.csv'.
[2025-10-14T23:57:34.645888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUBB'.
[2025-10-14T23:57:34.646151] [INFO ] [FORECASTER] Starting predict_future for HUBB
[2025-10-14T23:57:34.670768] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:34.671442] [DEBUG] [LOCAL     ] No optimal features file found for HUBB: ./output/feature-sets/HUBB.txt
[2025-10-14T23:57:34.671503] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:34.671580] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:34.671617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:34.671704] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:34.688746] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:34.689257] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:34.689333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:34.689366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:34.720620] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:34.720720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:34.720762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:34.720791] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:34.723837] [DEBUG] [FORECASTER] HUBB: Forecast T+1@11:T+2@11: DOWN (p=1.12%)
[2025-10-14T23:57:34.724082] [INFO ] [FORECASTER] Completed predict_future for HUBB
[2025-10-14T23:57:34.724205] [INFO ] [sig       ] HUBB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:34.862323] [INFO ] [LOCAL     ] Saved forecast: HUBB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HUBB.txt
[2025-10-14T23:57:34.862541] [INFO ] [sig       ] [906/1812] Completed HUBB in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:34.862584] [INFO ] [sig       ] [907/1812] Forecasting HUBS...
[2025-10-14T23:57:34.862616] [INFO ] [sig       ] Generating forecast for: HUBS
[2025-10-14T23:57:34.862679] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUBS' from 'https://tdm.silogroup.org/data/derivative_storage/HUBS.csv'.
[2025-10-14T23:57:34.870698] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUBS'.
[2025-10-14T23:57:34.870966] [INFO ] [FORECASTER] Starting predict_future for HUBS
[2025-10-14T23:57:34.895578] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:34.896315] [DEBUG] [LOCAL     ] No optimal features file found for HUBS: ./output/feature-sets/HUBS.txt
[2025-10-14T23:57:34.896374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:34.896407] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:34.896434] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:34.896490] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:34.913634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:34.914176] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:34.914254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:34.914287] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:34.946843] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:34.946919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:34.946954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:34.946982] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:34.950018] [DEBUG] [FORECASTER] HUBS: Forecast T+1@11:T+2@11: DOWN (p=28.39%)
[2025-10-14T23:57:34.950260] [INFO ] [FORECASTER] Completed predict_future for HUBS
[2025-10-14T23:57:34.950385] [INFO ] [sig       ] HUBS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:35.088333] [INFO ] [LOCAL     ] Saved forecast: HUBS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HUBS.txt
[2025-10-14T23:57:35.088564] [INFO ] [sig       ] [907/1812] Completed HUBS in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:35.088605] [INFO ] [sig       ] [908/1812] Forecasting HUM...
[2025-10-14T23:57:35.088635] [INFO ] [sig       ] Generating forecast for: HUM
[2025-10-14T23:57:35.088707] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUM' from 'https://tdm.silogroup.org/data/derivative_storage/HUM.csv'.
[2025-10-14T23:57:35.097022] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUM'.
[2025-10-14T23:57:35.097313] [INFO ] [FORECASTER] Starting predict_future for HUM
[2025-10-14T23:57:35.121864] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:35.122527] [DEBUG] [LOCAL     ] No optimal features file found for HUM: ./output/feature-sets/HUM.txt
[2025-10-14T23:57:35.122579] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:35.122612] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:35.122639] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:35.122742] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:35.139449] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:35.140002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:35.140078] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:35.140111] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:35.171706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:35.171825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:35.171864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:35.171893] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:35.175064] [DEBUG] [FORECASTER] HUM: Forecast T+1@11:T+2@11: DOWN (p=29.61%)
[2025-10-14T23:57:35.175319] [INFO ] [FORECASTER] Completed predict_future for HUM
[2025-10-14T23:57:35.175446] [INFO ] [sig       ] HUM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:35.312233] [INFO ] [LOCAL     ] Saved forecast: HUM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HUM.txt
[2025-10-14T23:57:35.312496] [INFO ] [sig       ] [908/1812] Completed HUM in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:35.312549] [INFO ] [sig       ] [909/1812] Forecasting HUN...
[2025-10-14T23:57:35.312581] [INFO ] [sig       ] Generating forecast for: HUN
[2025-10-14T23:57:35.312613] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUN' from 'https://tdm.silogroup.org/data/derivative_storage/HUN.csv'.
[2025-10-14T23:57:35.321347] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUN'.
[2025-10-14T23:57:35.321767] [INFO ] [FORECASTER] Starting predict_future for HUN
[2025-10-14T23:57:35.347394] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:35.348630] [DEBUG] [LOCAL     ] No optimal features file found for HUN: ./output/feature-sets/HUN.txt
[2025-10-14T23:57:35.348712] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:35.348751] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:35.348780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:35.348838] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:35.366741] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:35.367530] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:35.367614] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:35.367680] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:35.402283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:35.402462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:35.402505] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:35.402535] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:35.406722] [DEBUG] [FORECASTER] HUN: Forecast T+1@11:T+2@11: DOWN (p=34.59%)
[2025-10-14T23:57:35.407016] [INFO ] [FORECASTER] Completed predict_future for HUN
[2025-10-14T23:57:35.407208] [INFO ] [sig       ] HUN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:35.552893] [INFO ] [LOCAL     ] Saved forecast: HUN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HUN.txt
[2025-10-14T23:57:35.553147] [INFO ] [sig       ] [909/1812] Completed HUN in 0.2s | 4.23 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-14T23:57:35.553192] [INFO ] [sig       ] [910/1812] Forecasting HUYA...
[2025-10-14T23:57:35.553224] [INFO ] [sig       ] Generating forecast for: HUYA
[2025-10-14T23:57:35.553257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUYA' from 'https://tdm.silogroup.org/data/derivative_storage/HUYA.csv'.
[2025-10-14T23:57:35.561667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUYA'.
[2025-10-14T23:57:35.561971] [INFO ] [FORECASTER] Starting predict_future for HUYA
[2025-10-14T23:57:35.587097] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:35.587861] [DEBUG] [LOCAL     ] No optimal features file found for HUYA: ./output/feature-sets/HUYA.txt
[2025-10-14T23:57:35.587916] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:35.587951] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:35.587980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:35.588038] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:35.605597] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:35.606213] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:35.606292] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:35.606326] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:35.638424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:35.638539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:35.638576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:35.638604] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:35.641772] [DEBUG] [FORECASTER] HUYA: Forecast T+1@11:T+2@11: UP (p=86.44%)
[2025-10-14T23:57:35.642029] [INFO ] [FORECASTER] Completed predict_future for HUYA
[2025-10-14T23:57:35.642159] [INFO ] [sig       ] HUYA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:35.781287] [INFO ] [LOCAL     ] Saved forecast: HUYA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HUYA.txt
[2025-10-14T23:57:35.781506] [INFO ] [sig       ] [910/1812] Completed HUYA in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:35.781547] [INFO ] [sig       ] [911/1812] Forecasting HVT...
[2025-10-14T23:57:35.781578] [INFO ] [sig       ] Generating forecast for: HVT
[2025-10-14T23:57:35.781608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HVT' from 'https://tdm.silogroup.org/data/derivative_storage/HVT.csv'.
[2025-10-14T23:57:35.790567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HVT'.
[2025-10-14T23:57:35.790881] [INFO ] [FORECASTER] Starting predict_future for HVT
[2025-10-14T23:57:35.816282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:35.817093] [DEBUG] [LOCAL     ] No optimal features file found for HVT: ./output/feature-sets/HVT.txt
[2025-10-14T23:57:35.817149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:35.817183] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:35.817213] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:35.817270] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:35.834637] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:35.835328] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:35.835426] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:35.835466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:35.869034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:35.869178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:35.869217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:35.869246] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:35.872683] [DEBUG] [FORECASTER] HVT: Forecast T+1@11:T+2@11: DOWN (p=20.25%)
[2025-10-14T23:57:35.872945] [INFO ] [FORECASTER] Completed predict_future for HVT
[2025-10-14T23:57:35.873072] [INFO ] [sig       ] HVT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:36.015268] [INFO ] [LOCAL     ] Saved forecast: HVT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HVT.txt
[2025-10-14T23:57:36.015506] [INFO ] [sig       ] [911/1812] Completed HVT in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:36.015548] [INFO ] [sig       ] [912/1812] Forecasting HWM...
[2025-10-14T23:57:36.015579] [INFO ] [sig       ] Generating forecast for: HWM
[2025-10-14T23:57:36.015610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HWM' from 'https://tdm.silogroup.org/data/derivative_storage/HWM.csv'.
[2025-10-14T23:57:36.024527] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HWM'.
[2025-10-14T23:57:36.024905] [INFO ] [FORECASTER] Starting predict_future for HWM
[2025-10-14T23:57:36.049496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:36.050237] [DEBUG] [LOCAL     ] No optimal features file found for HWM: ./output/feature-sets/HWM.txt
[2025-10-14T23:57:36.050291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:36.050324] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:36.050358] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:36.050427] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:36.067351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:36.067968] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:36.068047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:36.068111] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:36.101741] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:36.101849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:36.101887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:36.101917] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:36.105092] [DEBUG] [FORECASTER] HWM: Forecast T+1@11:T+2@11: DOWN (p=9.96%)
[2025-10-14T23:57:36.105373] [INFO ] [FORECASTER] Completed predict_future for HWM
[2025-10-14T23:57:36.105552] [INFO ] [sig       ] HWM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:36.244419] [INFO ] [LOCAL     ] Saved forecast: HWM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HWM.txt
[2025-10-14T23:57:36.244696] [INFO ] [sig       ] [912/1812] Completed HWM in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:36.244757] [INFO ] [sig       ] [913/1812] Forecasting HXL...
[2025-10-14T23:57:36.244790] [INFO ] [sig       ] Generating forecast for: HXL
[2025-10-14T23:57:36.244820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HXL' from 'https://tdm.silogroup.org/data/derivative_storage/HXL.csv'.
[2025-10-14T23:57:36.253279] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HXL'.
[2025-10-14T23:57:36.253541] [INFO ] [FORECASTER] Starting predict_future for HXL
[2025-10-14T23:57:36.278995] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:36.279794] [DEBUG] [LOCAL     ] No optimal features file found for HXL: ./output/feature-sets/HXL.txt
[2025-10-14T23:57:36.279848] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:36.279883] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:36.279912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:36.279969] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:36.297064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:36.297590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:36.297690] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:36.297742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:36.334046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:36.334173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:36.334212] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:36.334241] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:36.337493] [DEBUG] [FORECASTER] HXL: Forecast T+1@11:T+2@11: DOWN (p=1.49%)
[2025-10-14T23:57:36.337795] [INFO ] [FORECASTER] Completed predict_future for HXL
[2025-10-14T23:57:36.337931] [INFO ] [sig       ] HXL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:36.478449] [INFO ] [LOCAL     ] Saved forecast: HXL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HXL.txt
[2025-10-14T23:57:36.478716] [INFO ] [sig       ] [913/1812] Completed HXL in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:36.478777] [INFO ] [sig       ] [914/1812] Forecasting HY...
[2025-10-14T23:57:36.478811] [INFO ] [sig       ] Generating forecast for: HY
[2025-10-14T23:57:36.478841] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HY' from 'https://tdm.silogroup.org/data/derivative_storage/HY.csv'.
[2025-10-14T23:57:36.487485] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HY'.
[2025-10-14T23:57:36.487868] [INFO ] [FORECASTER] Starting predict_future for HY
[2025-10-14T23:57:36.522514] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:36.523331] [DEBUG] [LOCAL     ] No optimal features file found for HY: ./output/feature-sets/HY.txt
[2025-10-14T23:57:36.523385] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:36.523419] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:36.523448] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:36.523505] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:36.540381] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:36.541210] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:36.541295] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:36.541329] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:36.575027] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:36.575106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:36.575141] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:36.575169] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:36.578197] [DEBUG] [FORECASTER] HY: Forecast T+1@11:T+2@11: DOWN (p=24.80%)
[2025-10-14T23:57:36.578446] [INFO ] [FORECASTER] Completed predict_future for HY
[2025-10-14T23:57:36.578586] [INFO ] [sig       ] HY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:36.714432] [INFO ] [LOCAL     ] Saved forecast: HY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HY.txt
[2025-10-14T23:57:36.714618] [INFO ] [sig       ] [914/1812] Completed HY in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:36.714689] [INFO ] [sig       ] [915/1812] Forecasting HYI...
[2025-10-14T23:57:36.714735] [INFO ] [sig       ] Generating forecast for: HYI
[2025-10-14T23:57:36.714767] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYI' from 'https://tdm.silogroup.org/data/derivative_storage/HYI.csv'.
[2025-10-14T23:57:36.722863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HYI'.
[2025-10-14T23:57:36.723121] [INFO ] [FORECASTER] Starting predict_future for HYI
[2025-10-14T23:57:36.747477] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:36.748261] [DEBUG] [LOCAL     ] No optimal features file found for HYI: ./output/feature-sets/HYI.txt
[2025-10-14T23:57:36.748315] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:36.748347] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:36.748374] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:36.748432] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:36.765167] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:36.765717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:36.765802] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:36.765835] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:36.799631] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:36.799730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:36.799768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:36.799796] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:36.802804] [DEBUG] [FORECASTER] HYI: Forecast T+1@11:T+2@11: DOWN (p=25.00%)
[2025-10-14T23:57:36.803050] [INFO ] [FORECASTER] Completed predict_future for HYI
[2025-10-14T23:57:36.803181] [INFO ] [sig       ] HYI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:36.941062] [INFO ] [LOCAL     ] Saved forecast: HYI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HYI.txt
[2025-10-14T23:57:36.941274] [INFO ] [sig       ] [915/1812] Completed HYI in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:36.941316] [INFO ] [sig       ] [916/1812] Forecasting HYT...
[2025-10-14T23:57:36.941355] [INFO ] [sig       ] Generating forecast for: HYT
[2025-10-14T23:57:36.941387] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYT' from 'https://tdm.silogroup.org/data/derivative_storage/HYT.csv'.
[2025-10-14T23:57:36.951355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HYT'.
[2025-10-14T23:57:36.951714] [INFO ] [FORECASTER] Starting predict_future for HYT
[2025-10-14T23:57:36.976243] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:36.977001] [DEBUG] [LOCAL     ] No optimal features file found for HYT: ./output/feature-sets/HYT.txt
[2025-10-14T23:57:36.977054] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:36.977087] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:36.977114] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:36.977171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:36.995816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:36.996727] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:36.996813] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:36.996848] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:37.033783] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:37.033869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:37.033906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:37.033934] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:37.036990] [DEBUG] [FORECASTER] HYT: Forecast T+1@11:T+2@11: UP (p=80.80%)
[2025-10-14T23:57:37.037247] [INFO ] [FORECASTER] Completed predict_future for HYT
[2025-10-14T23:57:37.037386] [INFO ] [sig       ] HYT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:37.181790] [INFO ] [LOCAL     ] Saved forecast: HYT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/HYT.txt
[2025-10-14T23:57:37.182074] [INFO ] [sig       ] [916/1812] Completed HYT in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:37.182117] [INFO ] [sig       ] [917/1812] Forecasting HYTR...
[2025-10-14T23:57:37.182148] [INFO ] [sig       ] Generating forecast for: HYTR
[2025-10-14T23:57:37.182178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYTR' from 'https://tdm.silogroup.org/data/derivative_storage/HYTR.csv'.
[2025-10-14T23:57:37.190419] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'HYTR'.
[2025-10-14T23:57:37.190697] [INFO ] [FORECASTER] Starting predict_future for HYTR
[2025-10-14T23:57:37.215261] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:37.216000] [DEBUG] [LOCAL     ] No optimal features file found for HYTR: ./output/feature-sets/HYTR.txt
[2025-10-14T23:57:37.216055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:37.216087] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:37.216114] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:37.216171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:37.233210] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:37.234137] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:37.234239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:37.234273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:37.264029] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:37.264199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:37.264241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:37.264271] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:37.267751] [DEBUG] [FORECASTER] HYTR: Forecast T+1@11:T+2@11: DOWN (p=18.45%)
[2025-10-14T23:57:37.268051] [INFO ] [FORECASTER] Completed predict_future for HYTR
[2025-10-14T23:57:37.268232] [INFO ] [sig       ] HYTR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:37.405280] [INFO ] [LOCAL     ] Saved forecast: HYTR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HYTR.txt
[2025-10-14T23:57:37.405522] [INFO ] [sig       ] [917/1812] Completed HYTR in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:37.405565] [INFO ] [sig       ] [918/1812] Forecasting HZO...
[2025-10-14T23:57:37.405597] [INFO ] [sig       ] Generating forecast for: HZO
[2025-10-14T23:57:37.405628] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HZO' from 'https://tdm.silogroup.org/data/derivative_storage/HZO.csv'.
[2025-10-14T23:57:37.414375] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HZO'.
[2025-10-14T23:57:37.414762] [INFO ] [FORECASTER] Starting predict_future for HZO
[2025-10-14T23:57:37.439769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:37.440565] [DEBUG] [LOCAL     ] No optimal features file found for HZO: ./output/feature-sets/HZO.txt
[2025-10-14T23:57:37.440628] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:37.440699] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:37.440740] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:37.440799] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:37.458047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:37.458974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:37.459077] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:37.459110] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:37.488905] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:37.489060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:37.489099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:37.489129] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:37.492462] [DEBUG] [FORECASTER] HZO: Forecast T+1@11:T+2@11: DOWN (p=1.97%)
[2025-10-14T23:57:37.492782] [INFO ] [FORECASTER] Completed predict_future for HZO
[2025-10-14T23:57:37.492918] [INFO ] [sig       ] HZO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:37.638180] [INFO ] [LOCAL     ] Saved forecast: HZO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/HZO.txt
[2025-10-14T23:57:37.638400] [INFO ] [sig       ] [918/1812] Completed HZO in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:37.638442] [INFO ] [sig       ] [919/1812] Forecasting IAE...
[2025-10-14T23:57:37.638473] [INFO ] [sig       ] Generating forecast for: IAE
[2025-10-14T23:57:37.638504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IAE' from 'https://tdm.silogroup.org/data/derivative_storage/IAE.csv'.
[2025-10-14T23:57:37.647240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IAE'.
[2025-10-14T23:57:37.647552] [INFO ] [FORECASTER] Starting predict_future for IAE
[2025-10-14T23:57:37.672523] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:37.673261] [DEBUG] [LOCAL     ] No optimal features file found for IAE: ./output/feature-sets/IAE.txt
[2025-10-14T23:57:37.673319] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:37.673400] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:37.673438] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:37.673498] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:37.690624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:37.691175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:37.691267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:37.691302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:37.721637] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:37.721739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:37.721777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:37.721805] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:37.724755] [DEBUG] [FORECASTER] IAE: Forecast T+1@11:T+2@11: UP (p=89.63%)
[2025-10-14T23:57:37.725006] [INFO ] [FORECASTER] Completed predict_future for IAE
[2025-10-14T23:57:37.725131] [INFO ] [sig       ] IAE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:37.862260] [INFO ] [LOCAL     ] Saved forecast: IAE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IAE.txt
[2025-10-14T23:57:37.862527] [INFO ] [sig       ] [919/1812] Completed IAE in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:37.862571] [INFO ] [sig       ] [920/1812] Forecasting IAG...
[2025-10-14T23:57:37.862602] [INFO ] [sig       ] Generating forecast for: IAG
[2025-10-14T23:57:37.862633] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IAG' from 'https://tdm.silogroup.org/data/derivative_storage/IAG.csv'.
[2025-10-14T23:57:37.871208] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IAG'.
[2025-10-14T23:57:37.871585] [INFO ] [FORECASTER] Starting predict_future for IAG
[2025-10-14T23:57:37.896663] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:37.897531] [DEBUG] [LOCAL     ] No optimal features file found for IAG: ./output/feature-sets/IAG.txt
[2025-10-14T23:57:37.897591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:37.897624] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:37.897688] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:37.897761] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:37.915004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:37.915853] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:37.915941] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:37.915976] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:37.951286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:37.951452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:37.951493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:37.951522] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:37.954903] [DEBUG] [FORECASTER] IAG: Forecast T+1@11:T+2@11: UP (p=95.23%)
[2025-10-14T23:57:37.955168] [INFO ] [FORECASTER] Completed predict_future for IAG
[2025-10-14T23:57:37.955295] [INFO ] [sig       ] IAG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:38.093390] [INFO ] [LOCAL     ] Saved forecast: IAG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IAG.txt
[2025-10-14T23:57:38.093587] [INFO ] [sig       ] [920/1812] Completed IAG in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:38.093629] [INFO ] [sig       ] [921/1812] Forecasting IBM...
[2025-10-14T23:57:38.093697] [INFO ] [sig       ] Generating forecast for: IBM
[2025-10-14T23:57:38.093740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBM' from 'https://tdm.silogroup.org/data/derivative_storage/IBM.csv'.
[2025-10-14T23:57:38.101903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBM'.
[2025-10-14T23:57:38.102172] [INFO ] [FORECASTER] Starting predict_future for IBM
[2025-10-14T23:57:38.126715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:38.127371] [DEBUG] [LOCAL     ] No optimal features file found for IBM: ./output/feature-sets/IBM.txt
[2025-10-14T23:57:38.127439] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:38.127473] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:38.127501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:38.127558] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:38.144488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:38.145045] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:38.145124] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:38.145157] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:38.176875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:38.176957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:38.176992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:38.177021] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:38.180089] [DEBUG] [FORECASTER] IBM: Forecast T+1@11:T+2@11: UP (p=63.71%)
[2025-10-14T23:57:38.180334] [INFO ] [FORECASTER] Completed predict_future for IBM
[2025-10-14T23:57:38.180468] [INFO ] [sig       ] IBM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:38.319361] [INFO ] [LOCAL     ] Saved forecast: IBM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IBM.txt
[2025-10-14T23:57:38.319536] [INFO ] [sig       ] [921/1812] Completed IBM in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:38.319577] [INFO ] [sig       ] [922/1812] Forecasting IBN...
[2025-10-14T23:57:38.319608] [INFO ] [sig       ] Generating forecast for: IBN
[2025-10-14T23:57:38.319638] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBN' from 'https://tdm.silogroup.org/data/derivative_storage/IBN.csv'.
[2025-10-14T23:57:38.328084] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBN'.
[2025-10-14T23:57:38.328344] [INFO ] [FORECASTER] Starting predict_future for IBN
[2025-10-14T23:57:38.355854] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:38.356574] [DEBUG] [LOCAL     ] No optimal features file found for IBN: ./output/feature-sets/IBN.txt
[2025-10-14T23:57:38.356637] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:38.356711] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:38.356744] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:38.356802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:38.374001] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:38.374513] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:38.374587] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:38.374621] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:38.406497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:38.406588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:38.406623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:38.406684] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:38.409685] [DEBUG] [FORECASTER] IBN: Forecast T+1@11:T+2@11: DOWN (p=31.19%)
[2025-10-14T23:57:38.409935] [INFO ] [FORECASTER] Completed predict_future for IBN
[2025-10-14T23:57:38.410054] [INFO ] [sig       ] IBN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:38.549771] [INFO ] [LOCAL     ] Saved forecast: IBN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IBN.txt
[2025-10-14T23:57:38.549969] [INFO ] [sig       ] [922/1812] Completed IBN in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:38.550011] [INFO ] [sig       ] [923/1812] Forecasting IBP...
[2025-10-14T23:57:38.550042] [INFO ] [sig       ] Generating forecast for: IBP
[2025-10-14T23:57:38.550081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBP' from 'https://tdm.silogroup.org/data/derivative_storage/IBP.csv'.
[2025-10-14T23:57:38.558402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBP'.
[2025-10-14T23:57:38.558711] [INFO ] [FORECASTER] Starting predict_future for IBP
[2025-10-14T23:57:38.583103] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:38.583809] [DEBUG] [LOCAL     ] No optimal features file found for IBP: ./output/feature-sets/IBP.txt
[2025-10-14T23:57:38.583863] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:38.583896] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:38.583924] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:38.583980] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:38.601045] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:38.601553] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:38.601628] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:38.601704] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:38.635700] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:38.635890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:38.635935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:38.635964] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:38.639519] [DEBUG] [FORECASTER] IBP: Forecast T+1@11:T+2@11: DOWN (p=9.62%)
[2025-10-14T23:57:38.639833] [INFO ] [FORECASTER] Completed predict_future for IBP
[2025-10-14T23:57:38.639983] [INFO ] [sig       ] IBP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:38.775272] [INFO ] [LOCAL     ] Saved forecast: IBP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IBP.txt
[2025-10-14T23:57:38.775492] [INFO ] [sig       ] [923/1812] Completed IBP in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:38.775533] [INFO ] [sig       ] [924/1812] Forecasting IBTA...
[2025-10-14T23:57:38.775564] [INFO ] [sig       ] Generating forecast for: IBTA
[2025-10-14T23:57:38.775596] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBTA' from 'https://tdm.silogroup.org/data/derivative_storage/IBTA.csv'.
[2025-10-14T23:57:38.783860] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBTA'.
[2025-10-14T23:57:38.784115] [INFO ] [FORECASTER] Starting predict_future for IBTA
[2025-10-14T23:57:38.808411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:38.809087] [DEBUG] [LOCAL     ] No optimal features file found for IBTA: ./output/feature-sets/IBTA.txt
[2025-10-14T23:57:38.809140] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:38.809172] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:38.809200] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:38.809256] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:38.825955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:38.826498] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:38.826581] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:38.826614] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:38.862338] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:38.862410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:38.862445] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:38.862477] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:38.865421] [DEBUG] [FORECASTER] IBTA: Forecast T+1@11:T+2@11: DOWN (p=20.94%)
[2025-10-14T23:57:38.865711] [INFO ] [FORECASTER] Completed predict_future for IBTA
[2025-10-14T23:57:38.865853] [INFO ] [sig       ] IBTA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:39.001098] [INFO ] [LOCAL     ] Saved forecast: IBTA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IBTA.txt
[2025-10-14T23:57:39.001269] [INFO ] [sig       ] [924/1812] Completed IBTA in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:39.001309] [INFO ] [sig       ] [925/1812] Forecasting ICE...
[2025-10-14T23:57:39.001339] [INFO ] [sig       ] Generating forecast for: ICE
[2025-10-14T23:57:39.001369] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ICE' from 'https://tdm.silogroup.org/data/derivative_storage/ICE.csv'.
[2025-10-14T23:57:39.009922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ICE'.
[2025-10-14T23:57:39.010166] [INFO ] [FORECASTER] Starting predict_future for ICE
[2025-10-14T23:57:39.034297] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:39.034999] [DEBUG] [LOCAL     ] No optimal features file found for ICE: ./output/feature-sets/ICE.txt
[2025-10-14T23:57:39.035053] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:39.035085] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:39.035112] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:39.035168] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:39.051938] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:39.052443] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:39.052526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:39.052558] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:39.088300] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:39.088409] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:39.088448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:39.088477] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:39.091667] [DEBUG] [FORECASTER] ICE: Forecast T+1@11:T+2@11: UP (p=61.63%)
[2025-10-14T23:57:39.091937] [INFO ] [FORECASTER] Completed predict_future for ICE
[2025-10-14T23:57:39.092438] [INFO ] [sig       ] ICE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:39.228056] [INFO ] [LOCAL     ] Saved forecast: ICE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ICE.txt
[2025-10-14T23:57:39.228299] [INFO ] [sig       ] [925/1812] Completed ICE in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:39.228343] [INFO ] [sig       ] [926/1812] Forecasting ICL...
[2025-10-14T23:57:39.228372] [INFO ] [sig       ] Generating forecast for: ICL
[2025-10-14T23:57:39.228402] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ICL' from 'https://tdm.silogroup.org/data/derivative_storage/ICL.csv'.
[2025-10-14T23:57:39.236574] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ICL'.
[2025-10-14T23:57:39.236838] [INFO ] [FORECASTER] Starting predict_future for ICL
[2025-10-14T23:57:39.261013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:39.261667] [DEBUG] [LOCAL     ] No optimal features file found for ICL: ./output/feature-sets/ICL.txt
[2025-10-14T23:57:39.261724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:39.261757] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:39.261785] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:39.261840] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:39.280837] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:39.281368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:39.281444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:39.281492] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:39.314281] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:39.314349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:39.314383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:39.314412] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:39.317289] [DEBUG] [FORECASTER] ICL: Forecast T+1@11:T+2@11: DOWN (p=8.23%)
[2025-10-14T23:57:39.317525] [INFO ] [FORECASTER] Completed predict_future for ICL
[2025-10-14T23:57:39.317683] [INFO ] [sig       ] ICL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:39.453514] [INFO ] [LOCAL     ] Saved forecast: ICL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ICL.txt
[2025-10-14T23:57:39.453760] [INFO ] [sig       ] [926/1812] Completed ICL in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:39.453820] [INFO ] [sig       ] [927/1812] Forecasting IDA...
[2025-10-14T23:57:39.453852] [INFO ] [sig       ] Generating forecast for: IDA
[2025-10-14T23:57:39.453883] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDA' from 'https://tdm.silogroup.org/data/derivative_storage/IDA.csv'.
[2025-10-14T23:57:39.462549] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDA'.
[2025-10-14T23:57:39.462821] [INFO ] [FORECASTER] Starting predict_future for IDA
[2025-10-14T23:57:39.487168] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:39.487849] [DEBUG] [LOCAL     ] No optimal features file found for IDA: ./output/feature-sets/IDA.txt
[2025-10-14T23:57:39.487902] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:39.487934] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:39.487961] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:39.488017] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:39.504938] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:39.505455] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:39.505544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:39.505584] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:39.542671] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:39.542790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:39.542828] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:39.542858] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:39.546050] [DEBUG] [FORECASTER] IDA: Forecast T+1@11:T+2@11: UP (p=92.27%)
[2025-10-14T23:57:39.546305] [INFO ] [FORECASTER] Completed predict_future for IDA
[2025-10-14T23:57:39.546445] [INFO ] [sig       ] IDA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:39.682563] [INFO ] [LOCAL     ] Saved forecast: IDA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IDA.txt
[2025-10-14T23:57:39.682783] [INFO ] [sig       ] [927/1812] Completed IDA in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:39.682843] [INFO ] [sig       ] [928/1812] Forecasting IDE...
[2025-10-14T23:57:39.682875] [INFO ] [sig       ] Generating forecast for: IDE
[2025-10-14T23:57:39.682919] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDE' from 'https://tdm.silogroup.org/data/derivative_storage/IDE.csv'.
[2025-10-14T23:57:39.691066] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDE'.
[2025-10-14T23:57:39.691323] [INFO ] [FORECASTER] Starting predict_future for IDE
[2025-10-14T23:57:39.715319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:39.716007] [DEBUG] [LOCAL     ] No optimal features file found for IDE: ./output/feature-sets/IDE.txt
[2025-10-14T23:57:39.716074] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:39.716109] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:39.716137] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:39.716193] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:39.733283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:39.733832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:39.733906] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:39.733940] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:39.767752] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:39.767822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:39.767856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:39.767885] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:39.770830] [DEBUG] [FORECASTER] IDE: Forecast T+1@11:T+2@11: DOWN (p=20.92%)
[2025-10-14T23:57:39.771070] [INFO ] [FORECASTER] Completed predict_future for IDE
[2025-10-14T23:57:39.771191] [INFO ] [sig       ] IDE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:39.908119] [INFO ] [LOCAL     ] Saved forecast: IDE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IDE.txt
[2025-10-14T23:57:39.908317] [INFO ] [sig       ] [928/1812] Completed IDE in 0.2s | 4.24 sym/s | Total: 3.6m | ETA: 3.5m
[2025-10-14T23:57:39.908358] [INFO ] [sig       ] [929/1812] Forecasting IDT...
[2025-10-14T23:57:39.908387] [INFO ] [sig       ] Generating forecast for: IDT
[2025-10-14T23:57:39.908463] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDT' from 'https://tdm.silogroup.org/data/derivative_storage/IDT.csv'.
[2025-10-14T23:57:39.916478] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDT'.
[2025-10-14T23:57:39.916853] [INFO ] [FORECASTER] Starting predict_future for IDT
[2025-10-14T23:57:39.941135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:39.941833] [DEBUG] [LOCAL     ] No optimal features file found for IDT: ./output/feature-sets/IDT.txt
[2025-10-14T23:57:39.941886] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:39.941918] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:39.941946] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:39.942002] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:39.958917] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:39.959423] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:39.959498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:39.959532] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:39.993543] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:39.993615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:39.993676] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:39.993726] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:39.996596] [DEBUG] [FORECASTER] IDT: Forecast T+1@11:T+2@11: DOWN (p=15.70%)
[2025-10-14T23:57:39.996867] [INFO ] [FORECASTER] Completed predict_future for IDT
[2025-10-14T23:57:39.996999] [INFO ] [sig       ] IDT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:40.134313] [INFO ] [LOCAL     ] Saved forecast: IDT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IDT.txt
[2025-10-14T23:57:40.134491] [INFO ] [sig       ] [929/1812] Completed IDT in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:40.134531] [INFO ] [sig       ] [930/1812] Forecasting IEX...
[2025-10-14T23:57:40.134561] [INFO ] [sig       ] Generating forecast for: IEX
[2025-10-14T23:57:40.134591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IEX' from 'https://tdm.silogroup.org/data/derivative_storage/IEX.csv'.
[2025-10-14T23:57:40.143630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IEX'.
[2025-10-14T23:57:40.143975] [INFO ] [FORECASTER] Starting predict_future for IEX
[2025-10-14T23:57:40.169392] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:40.170178] [DEBUG] [LOCAL     ] No optimal features file found for IEX: ./output/feature-sets/IEX.txt
[2025-10-14T23:57:40.170232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:40.170267] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:40.170295] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:40.170352] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:40.187621] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:40.188219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:40.188300] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:40.188332] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:40.220138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:40.220220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:40.220256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:40.220284] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:40.223252] [DEBUG] [FORECASTER] IEX: Forecast T+1@11:T+2@11: UP (p=67.49%)
[2025-10-14T23:57:40.223502] [INFO ] [FORECASTER] Completed predict_future for IEX
[2025-10-14T23:57:40.223626] [INFO ] [sig       ] IEX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:40.359990] [INFO ] [LOCAL     ] Saved forecast: IEX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IEX.txt
[2025-10-14T23:57:40.360196] [INFO ] [sig       ] [930/1812] Completed IEX in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:40.360238] [INFO ] [sig       ] [931/1812] Forecasting IFF...
[2025-10-14T23:57:40.360268] [INFO ] [sig       ] Generating forecast for: IFF
[2025-10-14T23:57:40.360299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFF' from 'https://tdm.silogroup.org/data/derivative_storage/IFF.csv'.
[2025-10-14T23:57:40.368429] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFF'.
[2025-10-14T23:57:40.368721] [INFO ] [FORECASTER] Starting predict_future for IFF
[2025-10-14T23:57:40.393090] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:40.393809] [DEBUG] [LOCAL     ] No optimal features file found for IFF: ./output/feature-sets/IFF.txt
[2025-10-14T23:57:40.393862] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:40.393895] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:40.393922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:40.393978] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:40.410830] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:40.411343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:40.411419] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:40.411452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:40.437366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:40.437454] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:40.437490] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:40.437521] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:40.441560] [DEBUG] [FORECASTER] IFF: Forecast T+1@11:T+2@11: DOWN (p=18.18%)
[2025-10-14T23:57:40.441970] [INFO ] [FORECASTER] Completed predict_future for IFF
[2025-10-14T23:57:40.442150] [INFO ] [sig       ] IFF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:40.581665] [INFO ] [LOCAL     ] Saved forecast: IFF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IFF.txt
[2025-10-14T23:57:40.581938] [INFO ] [sig       ] [931/1812] Completed IFF in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:40.581981] [INFO ] [sig       ] [932/1812] Forecasting IFN...
[2025-10-14T23:57:40.582011] [INFO ] [sig       ] Generating forecast for: IFN
[2025-10-14T23:57:40.582042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFN' from 'https://tdm.silogroup.org/data/derivative_storage/IFN.csv'.
[2025-10-14T23:57:40.591048] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFN'.
[2025-10-14T23:57:40.591419] [INFO ] [FORECASTER] Starting predict_future for IFN
[2025-10-14T23:57:40.616886] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:40.617747] [DEBUG] [LOCAL     ] No optimal features file found for IFN: ./output/feature-sets/IFN.txt
[2025-10-14T23:57:40.617852] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:40.617893] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:40.617922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:40.617979] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:40.635552] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:40.636323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:40.636406] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:40.636440] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:40.670000] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:40.670085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:40.670121] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:40.670149] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:40.673175] [DEBUG] [FORECASTER] IFN: Forecast T+1@11:T+2@11: DOWN (p=16.30%)
[2025-10-14T23:57:40.673426] [INFO ] [FORECASTER] Completed predict_future for IFN
[2025-10-14T23:57:40.673555] [INFO ] [sig       ] IFN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:40.819625] [INFO ] [LOCAL     ] Saved forecast: IFN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IFN.txt
[2025-10-14T23:57:40.819861] [INFO ] [sig       ] [932/1812] Completed IFN in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:40.819906] [INFO ] [sig       ] [933/1812] Forecasting IFS...
[2025-10-14T23:57:40.819937] [INFO ] [sig       ] Generating forecast for: IFS
[2025-10-14T23:57:40.819967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFS' from 'https://tdm.silogroup.org/data/derivative_storage/IFS.csv'.
[2025-10-14T23:57:40.828310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFS'.
[2025-10-14T23:57:40.828561] [INFO ] [FORECASTER] Starting predict_future for IFS
[2025-10-14T23:57:40.855788] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:40.856713] [DEBUG] [LOCAL     ] No optimal features file found for IFS: ./output/feature-sets/IFS.txt
[2025-10-14T23:57:40.856769] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:40.856805] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:40.856833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:40.856891] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:40.874399] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:40.875060] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:40.875145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:40.875179] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:40.916744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:40.916902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:40.916945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:40.916974] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:40.921263] [DEBUG] [FORECASTER] IFS: Forecast T+1@11:T+2@11: UP (p=79.49%)
[2025-10-14T23:57:40.921550] [INFO ] [FORECASTER] Completed predict_future for IFS
[2025-10-14T23:57:40.921745] [INFO ] [sig       ] IFS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:41.116866] [INFO ] [LOCAL     ] Saved forecast: IFS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IFS.txt
[2025-10-14T23:57:41.117084] [INFO ] [sig       ] [933/1812] Completed IFS in 0.3s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:41.117125] [INFO ] [sig       ] [934/1812] Forecasting IGA...
[2025-10-14T23:57:41.117156] [INFO ] [sig       ] Generating forecast for: IGA
[2025-10-14T23:57:41.117188] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGA' from 'https://tdm.silogroup.org/data/derivative_storage/IGA.csv'.
[2025-10-14T23:57:41.126692] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGA'.
[2025-10-14T23:57:41.126954] [INFO ] [FORECASTER] Starting predict_future for IGA
[2025-10-14T23:57:41.151538] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:41.152236] [DEBUG] [LOCAL     ] No optimal features file found for IGA: ./output/feature-sets/IGA.txt
[2025-10-14T23:57:41.152288] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:41.152321] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:41.152348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:41.152403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:41.169249] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:41.169801] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:41.169878] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:41.169911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:41.205320] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:41.205492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:41.205534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:41.205564] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:41.211308] [DEBUG] [FORECASTER] IGA: Forecast T+1@11:T+2@11: DOWN (p=7.21%)
[2025-10-14T23:57:41.211585] [INFO ] [FORECASTER] Completed predict_future for IGA
[2025-10-14T23:57:41.211751] [INFO ] [sig       ] IGA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:41.355436] [INFO ] [LOCAL     ] Saved forecast: IGA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IGA.txt
[2025-10-14T23:57:41.355629] [INFO ] [sig       ] [934/1812] Completed IGA in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-14T23:57:41.355705] [INFO ] [sig       ] [935/1812] Forecasting IGD...
[2025-10-14T23:57:41.355746] [INFO ] [sig       ] Generating forecast for: IGD
[2025-10-14T23:57:41.355778] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGD' from 'https://tdm.silogroup.org/data/derivative_storage/IGD.csv'.
[2025-10-14T23:57:41.364104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGD'.
[2025-10-14T23:57:41.364350] [INFO ] [FORECASTER] Starting predict_future for IGD
[2025-10-14T23:57:41.388659] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:41.389412] [DEBUG] [LOCAL     ] No optimal features file found for IGD: ./output/feature-sets/IGD.txt
[2025-10-14T23:57:41.389471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:41.389525] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:41.389555] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:41.389612] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:41.406322] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:41.406959] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:41.407095] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:41.407142] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:41.442806] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:41.442917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:41.442954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:41.442983] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:41.446274] [DEBUG] [FORECASTER] IGD: Forecast T+1@11:T+2@11: UP (p=97.38%)
[2025-10-14T23:57:41.446536] [INFO ] [FORECASTER] Completed predict_future for IGD
[2025-10-14T23:57:41.446698] [INFO ] [sig       ] IGD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:41.585236] [INFO ] [LOCAL     ] Saved forecast: IGD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IGD.txt
[2025-10-14T23:57:41.585431] [INFO ] [sig       ] [935/1812] Completed IGD in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:41.585474] [INFO ] [sig       ] [936/1812] Forecasting IGI...
[2025-10-14T23:57:41.585504] [INFO ] [sig       ] Generating forecast for: IGI
[2025-10-14T23:57:41.585535] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGI' from 'https://tdm.silogroup.org/data/derivative_storage/IGI.csv'.
[2025-10-14T23:57:41.593777] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGI'.
[2025-10-14T23:57:41.594019] [INFO ] [FORECASTER] Starting predict_future for IGI
[2025-10-14T23:57:41.618449] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:41.619143] [DEBUG] [LOCAL     ] No optimal features file found for IGI: ./output/feature-sets/IGI.txt
[2025-10-14T23:57:41.619195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:41.619230] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:41.619257] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:41.619313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:41.636924] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:41.637491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:41.637582] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:41.637622] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:41.675026] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:41.675106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:41.675141] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:41.675168] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:41.678240] [DEBUG] [FORECASTER] IGI: Forecast T+1@11:T+2@11: DOWN (p=21.74%)
[2025-10-14T23:57:41.678493] [INFO ] [FORECASTER] Completed predict_future for IGI
[2025-10-14T23:57:41.678631] [INFO ] [sig       ] IGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:41.817399] [INFO ] [LOCAL     ] Saved forecast: IGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IGI.txt
[2025-10-14T23:57:41.817626] [INFO ] [sig       ] [936/1812] Completed IGI in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:41.817709] [INFO ] [sig       ] [937/1812] Forecasting IGR...
[2025-10-14T23:57:41.817750] [INFO ] [sig       ] Generating forecast for: IGR
[2025-10-14T23:57:41.817782] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGR' from 'https://tdm.silogroup.org/data/derivative_storage/IGR.csv'.
[2025-10-14T23:57:41.827902] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGR'.
[2025-10-14T23:57:41.828322] [INFO ] [FORECASTER] Starting predict_future for IGR
[2025-10-14T23:57:41.853076] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:41.853820] [DEBUG] [LOCAL     ] No optimal features file found for IGR: ./output/feature-sets/IGR.txt
[2025-10-14T23:57:41.853874] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:41.853908] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:41.853936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:41.853992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:41.871100] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:41.871624] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:41.871725] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:41.871765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:41.911267] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:41.911384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:41.911423] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:41.911452] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:41.914721] [DEBUG] [FORECASTER] IGR: Forecast T+1@11:T+2@11: DOWN (p=7.26%)
[2025-10-14T23:57:41.914985] [INFO ] [FORECASTER] Completed predict_future for IGR
[2025-10-14T23:57:41.915117] [INFO ] [sig       ] IGR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:42.054819] [INFO ] [LOCAL     ] Saved forecast: IGR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IGR.txt
[2025-10-14T23:57:42.055018] [INFO ] [sig       ] [937/1812] Completed IGR in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:42.055060] [INFO ] [sig       ] [938/1812] Forecasting IH...
[2025-10-14T23:57:42.055091] [INFO ] [sig       ] Generating forecast for: IH
[2025-10-14T23:57:42.055122] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IH' from 'https://tdm.silogroup.org/data/derivative_storage/IH.csv'.
[2025-10-14T23:57:42.063148] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'IH'.
[2025-10-14T23:57:42.063411] [INFO ] [FORECASTER] Starting predict_future for IH
[2025-10-14T23:57:42.087995] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:42.088735] [DEBUG] [LOCAL     ] No optimal features file found for IH: ./output/feature-sets/IH.txt
[2025-10-14T23:57:42.088788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:42.088820] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:42.088848] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:42.088903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:42.106145] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:42.106776] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:42.106853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:42.106886] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:42.143929] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:42.144039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:42.144076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:42.144104] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:42.148552] [DEBUG] [FORECASTER] IH: Forecast T+1@11:T+2@11: DOWN (p=5.51%)
[2025-10-14T23:57:42.148840] [INFO ] [FORECASTER] Completed predict_future for IH
[2025-10-14T23:57:42.148974] [INFO ] [sig       ] IH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:42.286178] [INFO ] [LOCAL     ] Saved forecast: IH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IH.txt
[2025-10-14T23:57:42.286363] [INFO ] [sig       ] [938/1812] Completed IH in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:42.286403] [INFO ] [sig       ] [939/1812] Forecasting IHD...
[2025-10-14T23:57:42.286434] [INFO ] [sig       ] Generating forecast for: IHD
[2025-10-14T23:57:42.286464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHD' from 'https://tdm.silogroup.org/data/derivative_storage/IHD.csv'.
[2025-10-14T23:57:42.294340] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHD'.
[2025-10-14T23:57:42.294588] [INFO ] [FORECASTER] Starting predict_future for IHD
[2025-10-14T23:57:42.318921] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:42.319570] [DEBUG] [LOCAL     ] No optimal features file found for IHD: ./output/feature-sets/IHD.txt
[2025-10-14T23:57:42.319624] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:42.319689] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:42.319730] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:42.319789] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:42.336517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:42.337156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:42.337233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:42.337266] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:42.377904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:42.378109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:42.378193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:42.378254] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:42.381894] [DEBUG] [FORECASTER] IHD: Forecast T+1@11:T+2@11: UP (p=98.88%)
[2025-10-14T23:57:42.382169] [INFO ] [FORECASTER] Completed predict_future for IHD
[2025-10-14T23:57:42.382313] [INFO ] [sig       ] IHD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:42.523992] [INFO ] [LOCAL     ] Saved forecast: IHD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IHD.txt
[2025-10-14T23:57:42.524239] [INFO ] [sig       ] [939/1812] Completed IHD in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:42.524318] [INFO ] [sig       ] [940/1812] Forecasting IHG...
[2025-10-14T23:57:42.524368] [INFO ] [sig       ] Generating forecast for: IHG
[2025-10-14T23:57:42.524403] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHG' from 'https://tdm.silogroup.org/data/derivative_storage/IHG.csv'.
[2025-10-14T23:57:42.533252] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHG'.
[2025-10-14T23:57:42.533510] [INFO ] [FORECASTER] Starting predict_future for IHG
[2025-10-14T23:57:42.558233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:42.558987] [DEBUG] [LOCAL     ] No optimal features file found for IHG: ./output/feature-sets/IHG.txt
[2025-10-14T23:57:42.559041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:42.559074] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:42.559104] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:42.559161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:42.577049] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:42.577963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:42.578051] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:42.578119] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:42.618244] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:42.618336] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:42.618373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:42.618402] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:42.621463] [DEBUG] [FORECASTER] IHG: Forecast T+1@11:T+2@11: DOWN (p=32.48%)
[2025-10-14T23:57:42.621747] [INFO ] [FORECASTER] Completed predict_future for IHG
[2025-10-14T23:57:42.621882] [INFO ] [sig       ] IHG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:42.759736] [INFO ] [LOCAL     ] Saved forecast: IHG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IHG.txt
[2025-10-14T23:57:42.759978] [INFO ] [sig       ] [940/1812] Completed IHG in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:42.760020] [INFO ] [sig       ] [941/1812] Forecasting IHS...
[2025-10-14T23:57:42.760052] [INFO ] [sig       ] Generating forecast for: IHS
[2025-10-14T23:57:42.760083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHS' from 'https://tdm.silogroup.org/data/derivative_storage/IHS.csv'.
[2025-10-14T23:57:42.768908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHS'.
[2025-10-14T23:57:42.769171] [INFO ] [FORECASTER] Starting predict_future for IHS
[2025-10-14T23:57:42.793513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:42.794233] [DEBUG] [LOCAL     ] No optimal features file found for IHS: ./output/feature-sets/IHS.txt
[2025-10-14T23:57:42.794288] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:42.794326] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:42.794364] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:42.794446] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:42.812116] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:42.812700] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:42.812784] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:42.812819] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:42.846452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:42.846524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:42.846560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:42.846588] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:42.849741] [DEBUG] [FORECASTER] IHS: Forecast T+1@11:T+2@11: UP (p=84.10%)
[2025-10-14T23:57:42.849994] [INFO ] [FORECASTER] Completed predict_future for IHS
[2025-10-14T23:57:42.850121] [INFO ] [sig       ] IHS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:42.988058] [INFO ] [LOCAL     ] Saved forecast: IHS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IHS.txt
[2025-10-14T23:57:42.988282] [INFO ] [sig       ] [941/1812] Completed IHS in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:42.988369] [INFO ] [sig       ] [942/1812] Forecasting IIF...
[2025-10-14T23:57:42.988408] [INFO ] [sig       ] Generating forecast for: IIF
[2025-10-14T23:57:42.988440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIF' from 'https://tdm.silogroup.org/data/derivative_storage/IIF.csv'.
[2025-10-14T23:57:42.996098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIF'.
[2025-10-14T23:57:42.996361] [INFO ] [FORECASTER] Starting predict_future for IIF
[2025-10-14T23:57:43.020682] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:43.021332] [DEBUG] [LOCAL     ] No optimal features file found for IIF: ./output/feature-sets/IIF.txt
[2025-10-14T23:57:43.021384] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:43.021430] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:43.021459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:43.021516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:43.038310] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:43.038891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:43.038967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:43.038999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:43.069856] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:43.069933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:43.069968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:43.069996] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:43.072895] [DEBUG] [FORECASTER] IIF: Forecast T+1@11:T+2@11: UP (p=80.79%)
[2025-10-14T23:57:43.073136] [INFO ] [FORECASTER] Completed predict_future for IIF
[2025-10-14T23:57:43.073255] [INFO ] [sig       ] IIF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:43.211960] [INFO ] [LOCAL     ] Saved forecast: IIF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IIF.txt
[2025-10-14T23:57:43.212158] [INFO ] [sig       ] [942/1812] Completed IIF in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:43.212199] [INFO ] [sig       ] [943/1812] Forecasting IIIN...
[2025-10-14T23:57:43.212229] [INFO ] [sig       ] Generating forecast for: IIIN
[2025-10-14T23:57:43.212260] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIIN' from 'https://tdm.silogroup.org/data/derivative_storage/IIIN.csv'.
[2025-10-14T23:57:43.220182] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIIN'.
[2025-10-14T23:57:43.220438] [INFO ] [FORECASTER] Starting predict_future for IIIN
[2025-10-14T23:57:43.244627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:43.245287] [DEBUG] [LOCAL     ] No optimal features file found for IIIN: ./output/feature-sets/IIIN.txt
[2025-10-14T23:57:43.245340] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:43.245372] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:43.245399] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:43.245454] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:43.262357] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:43.262936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:43.263015] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:43.263048] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:43.294594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:43.294698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:43.294746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:43.294775] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:43.297741] [DEBUG] [FORECASTER] IIIN: Forecast T+1@11:T+2@11: UP (p=96.26%)
[2025-10-14T23:57:43.298019] [INFO ] [FORECASTER] Completed predict_future for IIIN
[2025-10-14T23:57:43.298175] [INFO ] [sig       ] IIIN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:43.434096] [INFO ] [LOCAL     ] Saved forecast: IIIN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IIIN.txt
[2025-10-14T23:57:43.434318] [INFO ] [sig       ] [943/1812] Completed IIIN in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:43.434359] [INFO ] [sig       ] [944/1812] Forecasting IIM...
[2025-10-14T23:57:43.434389] [INFO ] [sig       ] Generating forecast for: IIM
[2025-10-14T23:57:43.434419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIM' from 'https://tdm.silogroup.org/data/derivative_storage/IIM.csv'.
[2025-10-14T23:57:43.442605] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIM'.
[2025-10-14T23:57:43.442891] [INFO ] [FORECASTER] Starting predict_future for IIM
[2025-10-14T23:57:43.467061] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:43.467743] [DEBUG] [LOCAL     ] No optimal features file found for IIM: ./output/feature-sets/IIM.txt
[2025-10-14T23:57:43.467797] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:43.467829] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:43.467857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:43.467912] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:43.484749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:43.485295] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:43.485371] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:43.485404] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:43.515252] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:43.515330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:43.515364] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:43.515392] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:43.518370] [DEBUG] [FORECASTER] IIM: Forecast T+1@11:T+2@11: UP (p=59.89%)
[2025-10-14T23:57:43.518634] [INFO ] [FORECASTER] Completed predict_future for IIM
[2025-10-14T23:57:43.518807] [INFO ] [sig       ] IIM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:43.654090] [INFO ] [LOCAL     ] Saved forecast: IIM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IIM.txt
[2025-10-14T23:57:43.654276] [INFO ] [sig       ] [944/1812] Completed IIM in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:43.654317] [INFO ] [sig       ] [945/1812] Forecasting IIPR...
[2025-10-14T23:57:43.654346] [INFO ] [sig       ] Generating forecast for: IIPR
[2025-10-14T23:57:43.654376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIPR' from 'https://tdm.silogroup.org/data/derivative_storage/IIPR.csv'.
[2025-10-14T23:57:43.662392] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIPR'.
[2025-10-14T23:57:43.662662] [INFO ] [FORECASTER] Starting predict_future for IIPR
[2025-10-14T23:57:43.686799] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:43.687442] [DEBUG] [LOCAL     ] No optimal features file found for IIPR: ./output/feature-sets/IIPR.txt
[2025-10-14T23:57:43.687495] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:43.687527] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:43.687555] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:43.687617] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:43.704604] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:43.705167] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:43.705269] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:43.705304] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:43.737675] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:43.737794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:43.737831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:43.737860] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:43.741037] [DEBUG] [FORECASTER] IIPR: Forecast T+1@11:T+2@11: UP (p=90.38%)
[2025-10-14T23:57:43.741291] [INFO ] [FORECASTER] Completed predict_future for IIPR
[2025-10-14T23:57:43.741413] [INFO ] [sig       ] IIPR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:43.879220] [INFO ] [LOCAL     ] Saved forecast: IIPR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IIPR.txt
[2025-10-14T23:57:43.879429] [INFO ] [sig       ] [945/1812] Completed IIPR in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:43.879471] [INFO ] [sig       ] [946/1812] Forecasting IMAX...
[2025-10-14T23:57:43.879501] [INFO ] [sig       ] Generating forecast for: IMAX
[2025-10-14T23:57:43.879534] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IMAX' from 'https://tdm.silogroup.org/data/derivative_storage/IMAX.csv'.
[2025-10-14T23:57:43.887499] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IMAX'.
[2025-10-14T23:57:43.887770] [INFO ] [FORECASTER] Starting predict_future for IMAX
[2025-10-14T23:57:43.912093] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:43.912815] [DEBUG] [LOCAL     ] No optimal features file found for IMAX: ./output/feature-sets/IMAX.txt
[2025-10-14T23:57:43.912870] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:43.912902] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:43.912929] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:43.912985] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:43.929909] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:43.930411] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:43.930487] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:43.930519] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:43.961359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:43.961440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:43.961474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:43.961501] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:43.964524] [DEBUG] [FORECASTER] IMAX: Forecast T+1@11:T+2@11: DOWN (p=28.24%)
[2025-10-14T23:57:43.964812] [INFO ] [FORECASTER] Completed predict_future for IMAX
[2025-10-14T23:57:43.964939] [INFO ] [sig       ] IMAX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:44.101851] [INFO ] [LOCAL     ] Saved forecast: IMAX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IMAX.txt
[2025-10-14T23:57:44.102047] [INFO ] [sig       ] [946/1812] Completed IMAX in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:44.102086] [INFO ] [sig       ] [947/1812] Forecasting INFA...
[2025-10-14T23:57:44.102117] [INFO ] [sig       ] Generating forecast for: INFA
[2025-10-14T23:57:44.102147] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INFA' from 'https://tdm.silogroup.org/data/derivative_storage/INFA.csv'.
[2025-10-14T23:57:44.110776] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INFA'.
[2025-10-14T23:57:44.111076] [INFO ] [FORECASTER] Starting predict_future for INFA
[2025-10-14T23:57:44.135632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:44.136392] [DEBUG] [LOCAL     ] No optimal features file found for INFA: ./output/feature-sets/INFA.txt
[2025-10-14T23:57:44.136445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:44.136478] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:44.136507] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:44.136563] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:44.153761] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:44.154340] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:44.154419] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:44.154452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:44.194818] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:44.195001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:44.195043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:44.195072] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:44.198486] [DEBUG] [FORECASTER] INFA: Forecast T+1@11:T+2@11: UP (p=92.04%)
[2025-10-14T23:57:44.198817] [INFO ] [FORECASTER] Completed predict_future for INFA
[2025-10-14T23:57:44.198951] [INFO ] [sig       ] INFA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:44.335549] [INFO ] [LOCAL     ] Saved forecast: INFA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/INFA.txt
[2025-10-14T23:57:44.335766] [INFO ] [sig       ] [947/1812] Completed INFA in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:44.335826] [INFO ] [sig       ] [948/1812] Forecasting INFY...
[2025-10-14T23:57:44.335859] [INFO ] [sig       ] Generating forecast for: INFY
[2025-10-14T23:57:44.335890] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INFY' from 'https://tdm.silogroup.org/data/derivative_storage/INFY.csv'.
[2025-10-14T23:57:44.344281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INFY'.
[2025-10-14T23:57:44.344534] [INFO ] [FORECASTER] Starting predict_future for INFY
[2025-10-14T23:57:44.368852] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:44.369493] [DEBUG] [LOCAL     ] No optimal features file found for INFY: ./output/feature-sets/INFY.txt
[2025-10-14T23:57:44.369545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:44.369577] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:44.369603] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:44.369728] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:44.386550] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:44.387102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:44.387183] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:44.387215] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:44.430660] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:44.430755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:44.430792] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:44.430821] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:44.433917] [DEBUG] [FORECASTER] INFY: Forecast T+1@11:T+2@11: UP (p=86.08%)
[2025-10-14T23:57:44.434167] [INFO ] [FORECASTER] Completed predict_future for INFY
[2025-10-14T23:57:44.434291] [INFO ] [sig       ] INFY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:44.571929] [INFO ] [LOCAL     ] Saved forecast: INFY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/INFY.txt
[2025-10-14T23:57:44.572167] [INFO ] [sig       ] [948/1812] Completed INFY in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:44.572214] [INFO ] [sig       ] [949/1812] Forecasting ING...
[2025-10-14T23:57:44.572244] [INFO ] [sig       ] Generating forecast for: ING
[2025-10-14T23:57:44.572275] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ING' from 'https://tdm.silogroup.org/data/derivative_storage/ING.csv'.
[2025-10-14T23:57:44.580849] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ING'.
[2025-10-14T23:57:44.581115] [INFO ] [FORECASTER] Starting predict_future for ING
[2025-10-14T23:57:44.606229] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:44.606935] [DEBUG] [LOCAL     ] No optimal features file found for ING: ./output/feature-sets/ING.txt
[2025-10-14T23:57:44.606988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:44.607021] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:44.607062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:44.607120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:44.624480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:44.625039] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:44.625117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:44.625151] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:44.659908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:44.660009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:44.660045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:44.660074] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:44.663125] [DEBUG] [FORECASTER] ING: Forecast T+1@11:T+2@11: UP (p=77.52%)
[2025-10-14T23:57:44.663376] [INFO ] [FORECASTER] Completed predict_future for ING
[2025-10-14T23:57:44.663505] [INFO ] [sig       ] ING: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:44.803713] [INFO ] [LOCAL     ] Saved forecast: ING	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ING.txt
[2025-10-14T23:57:44.803920] [INFO ] [sig       ] [949/1812] Completed ING in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:44.803962] [INFO ] [sig       ] [950/1812] Forecasting INGM...
[2025-10-14T23:57:44.803993] [INFO ] [sig       ] Generating forecast for: INGM
[2025-10-14T23:57:44.804024] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INGM' from 'https://tdm.silogroup.org/data/derivative_storage/INGM.csv'.
[2025-10-14T23:57:44.812548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INGM'.
[2025-10-14T23:57:44.812862] [INFO ] [FORECASTER] Starting predict_future for INGM
[2025-10-14T23:57:44.839331] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:44.840100] [DEBUG] [LOCAL     ] No optimal features file found for INGM: ./output/feature-sets/INGM.txt
[2025-10-14T23:57:44.840153] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:44.840186] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:44.840214] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:44.840270] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:44.860070] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:44.860692] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:44.860775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:44.860808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:44.895910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:44.896000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:44.896035] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:44.896064] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:44.899276] [DEBUG] [FORECASTER] INGM: Forecast T+1@11:T+2@11: UP (p=82.25%)
[2025-10-14T23:57:44.899528] [INFO ] [FORECASTER] Completed predict_future for INGM
[2025-10-14T23:57:44.899681] [INFO ] [sig       ] INGM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:45.042135] [INFO ] [LOCAL     ] Saved forecast: INGM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/INGM.txt
[2025-10-14T23:57:45.042336] [INFO ] [sig       ] [950/1812] Completed INGM in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:45.042377] [INFO ] [sig       ] [951/1812] Forecasting INGR...
[2025-10-14T23:57:45.042407] [INFO ] [sig       ] Generating forecast for: INGR
[2025-10-14T23:57:45.042438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INGR' from 'https://tdm.silogroup.org/data/derivative_storage/INGR.csv'.
[2025-10-14T23:57:45.051572] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INGR'.
[2025-10-14T23:57:45.051876] [INFO ] [FORECASTER] Starting predict_future for INGR
[2025-10-14T23:57:45.077495] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:45.078359] [DEBUG] [LOCAL     ] No optimal features file found for INGR: ./output/feature-sets/INGR.txt
[2025-10-14T23:57:45.078415] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:45.078450] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:45.078478] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:45.078536] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:45.095892] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:45.096415] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:45.096492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:45.096525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:45.138390] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:45.138475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:45.138540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:45.138570] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:45.142678] [DEBUG] [FORECASTER] INGR: Forecast T+1@11:T+2@11: DOWN (p=4.40%)
[2025-10-14T23:57:45.142932] [INFO ] [FORECASTER] Completed predict_future for INGR
[2025-10-14T23:57:45.143056] [INFO ] [sig       ] INGR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:45.282846] [INFO ] [LOCAL     ] Saved forecast: INGR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/INGR.txt
[2025-10-14T23:57:45.283082] [INFO ] [sig       ] [951/1812] Completed INGR in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:45.283124] [INFO ] [sig       ] [952/1812] Forecasting INN...
[2025-10-14T23:57:45.283155] [INFO ] [sig       ] Generating forecast for: INN
[2025-10-14T23:57:45.283185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INN' from 'https://tdm.silogroup.org/data/derivative_storage/INN.csv'.
[2025-10-14T23:57:45.292763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INN'.
[2025-10-14T23:57:45.293015] [INFO ] [FORECASTER] Starting predict_future for INN
[2025-10-14T23:57:45.318193] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:45.318953] [DEBUG] [LOCAL     ] No optimal features file found for INN: ./output/feature-sets/INN.txt
[2025-10-14T23:57:45.319007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:45.319040] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:45.319068] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:45.319125] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:45.336221] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:45.336787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:45.336867] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:45.336900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:45.379721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:45.379866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:45.379905] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:45.379933] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:45.383237] [DEBUG] [FORECASTER] INN: Forecast T+1@11:T+2@11: DOWN (p=25.87%)
[2025-10-14T23:57:45.383510] [INFO ] [FORECASTER] Completed predict_future for INN
[2025-10-14T23:57:45.383697] [INFO ] [sig       ] INN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:45.530899] [INFO ] [LOCAL     ] Saved forecast: INN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/INN.txt
[2025-10-14T23:57:45.531109] [INFO ] [sig       ] [952/1812] Completed INN in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:45.531150] [INFO ] [sig       ] [953/1812] Forecasting INSP...
[2025-10-14T23:57:45.531181] [INFO ] [sig       ] Generating forecast for: INSP
[2025-10-14T23:57:45.531212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INSP' from 'https://tdm.silogroup.org/data/derivative_storage/INSP.csv'.
[2025-10-14T23:57:45.540109] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INSP'.
[2025-10-14T23:57:45.540377] [INFO ] [FORECASTER] Starting predict_future for INSP
[2025-10-14T23:57:45.564799] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:45.565443] [DEBUG] [LOCAL     ] No optimal features file found for INSP: ./output/feature-sets/INSP.txt
[2025-10-14T23:57:45.565498] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:45.565530] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:45.565558] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:45.565615] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:45.586201] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:45.586808] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:45.586886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:45.586919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:45.627898] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:45.628015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:45.628053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:45.628115] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:45.631308] [DEBUG] [FORECASTER] INSP: Forecast T+1@11:T+2@11: DOWN (p=31.18%)
[2025-10-14T23:57:45.631559] [INFO ] [FORECASTER] Completed predict_future for INSP
[2025-10-14T23:57:45.631729] [INFO ] [sig       ] INSP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:45.770437] [INFO ] [LOCAL     ] Saved forecast: INSP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/INSP.txt
[2025-10-14T23:57:45.770691] [INFO ] [sig       ] [953/1812] Completed INSP in 0.2s | 4.24 sym/s | Total: 3.7m | ETA: 3.4m
[2025-10-14T23:57:45.770751] [INFO ] [sig       ] [954/1812] Forecasting INSW...
[2025-10-14T23:57:45.770784] [INFO ] [sig       ] Generating forecast for: INSW
[2025-10-14T23:57:45.770815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INSW' from 'https://tdm.silogroup.org/data/derivative_storage/INSW.csv'.
[2025-10-14T23:57:45.779270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INSW'.
[2025-10-14T23:57:45.779528] [INFO ] [FORECASTER] Starting predict_future for INSW
[2025-10-14T23:57:45.803590] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:45.804306] [DEBUG] [LOCAL     ] No optimal features file found for INSW: ./output/feature-sets/INSW.txt
[2025-10-14T23:57:45.804358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:45.804390] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:45.804419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:45.804475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:45.824112] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:45.824703] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:45.824785] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:45.824819] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:45.868102] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:45.868323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:45.868381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:45.868412] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:45.871873] [DEBUG] [FORECASTER] INSW: Forecast T+1@11:T+2@11: UP (p=91.71%)
[2025-10-14T23:57:45.872136] [INFO ] [FORECASTER] Completed predict_future for INSW
[2025-10-14T23:57:45.872276] [INFO ] [sig       ] INSW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:46.011026] [INFO ] [LOCAL     ] Saved forecast: INSW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/INSW.txt
[2025-10-14T23:57:46.011264] [INFO ] [sig       ] [954/1812] Completed INSW in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:46.011306] [INFO ] [sig       ] [955/1812] Forecasting INVH...
[2025-10-14T23:57:46.011336] [INFO ] [sig       ] Generating forecast for: INVH
[2025-10-14T23:57:46.011367] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INVH' from 'https://tdm.silogroup.org/data/derivative_storage/INVH.csv'.
[2025-10-14T23:57:46.020103] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INVH'.
[2025-10-14T23:57:46.020354] [INFO ] [FORECASTER] Starting predict_future for INVH
[2025-10-14T23:57:46.044774] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:46.045415] [DEBUG] [LOCAL     ] No optimal features file found for INVH: ./output/feature-sets/INVH.txt
[2025-10-14T23:57:46.045468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:46.045501] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:46.045529] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:46.045585] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:46.062742] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:46.063249] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:46.063324] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:46.063357] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:46.106501] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:46.106580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:46.106615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:46.106669] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:46.109668] [DEBUG] [FORECASTER] INVH: Forecast T+1@11:T+2@11: UP (p=53.54%)
[2025-10-14T23:57:46.109916] [INFO ] [FORECASTER] Completed predict_future for INVH
[2025-10-14T23:57:46.110050] [INFO ] [sig       ] INVH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:46.246086] [INFO ] [LOCAL     ] Saved forecast: INVH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/INVH.txt
[2025-10-14T23:57:46.246273] [INFO ] [sig       ] [955/1812] Completed INVH in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:46.246313] [INFO ] [sig       ] [956/1812] Forecasting INVX...
[2025-10-14T23:57:46.246343] [INFO ] [sig       ] Generating forecast for: INVX
[2025-10-14T23:57:46.246373] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INVX' from 'https://tdm.silogroup.org/data/derivative_storage/INVX.csv'.
[2025-10-14T23:57:46.254874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INVX'.
[2025-10-14T23:57:46.255108] [INFO ] [FORECASTER] Starting predict_future for INVX
[2025-10-14T23:57:46.279495] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:46.280184] [DEBUG] [LOCAL     ] No optimal features file found for INVX: ./output/feature-sets/INVX.txt
[2025-10-14T23:57:46.280237] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:46.280270] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:46.280312] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:46.280370] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:46.297097] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:46.297601] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:46.297701] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:46.297748] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:46.337434] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:46.337507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:46.337542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:46.337569] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:46.340581] [DEBUG] [FORECASTER] INVX: Forecast T+1@11:T+2@11: DOWN (p=3.37%)
[2025-10-14T23:57:46.340855] [INFO ] [FORECASTER] Completed predict_future for INVX
[2025-10-14T23:57:46.341003] [INFO ] [sig       ] INVX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:46.480693] [INFO ] [LOCAL     ] Saved forecast: INVX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/INVX.txt
[2025-10-14T23:57:46.480981] [INFO ] [sig       ] [956/1812] Completed INVX in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:46.481041] [INFO ] [sig       ] [957/1812] Forecasting IONQ...
[2025-10-14T23:57:46.481074] [INFO ] [sig       ] Generating forecast for: IONQ
[2025-10-14T23:57:46.481105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IONQ' from 'https://tdm.silogroup.org/data/derivative_storage/IONQ.csv'.
[2025-10-14T23:57:46.489970] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IONQ'.
[2025-10-14T23:57:46.490240] [INFO ] [FORECASTER] Starting predict_future for IONQ
[2025-10-14T23:57:46.514882] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:46.515554] [DEBUG] [LOCAL     ] No optimal features file found for IONQ: ./output/feature-sets/IONQ.txt
[2025-10-14T23:57:46.515606] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:46.515638] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:46.515715] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:46.515779] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:46.532693] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:46.533225] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:46.533304] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:46.533337] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:46.575517] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:46.575602] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:46.575637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:46.575710] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:46.578934] [DEBUG] [FORECASTER] IONQ: Forecast T+1@11:T+2@11: UP (p=91.44%)
[2025-10-14T23:57:46.579185] [INFO ] [FORECASTER] Completed predict_future for IONQ
[2025-10-14T23:57:46.579309] [INFO ] [sig       ] IONQ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:46.724819] [INFO ] [LOCAL     ] Saved forecast: IONQ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IONQ.txt
[2025-10-14T23:57:46.725111] [INFO ] [sig       ] [957/1812] Completed IONQ in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:46.725174] [INFO ] [sig       ] [958/1812] Forecasting IOT...
[2025-10-14T23:57:46.725208] [INFO ] [sig       ] Generating forecast for: IOT
[2025-10-14T23:57:46.725242] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IOT' from 'https://tdm.silogroup.org/data/derivative_storage/IOT.csv'.
[2025-10-14T23:57:46.733967] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IOT'.
[2025-10-14T23:57:46.734264] [INFO ] [FORECASTER] Starting predict_future for IOT
[2025-10-14T23:57:46.760110] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:46.760928] [DEBUG] [LOCAL     ] No optimal features file found for IOT: ./output/feature-sets/IOT.txt
[2025-10-14T23:57:46.760983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:46.761017] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:46.761046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:46.761103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:46.778382] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:46.778952] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:46.779031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:46.779064] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:46.820434] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:46.820520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:46.820556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:46.820584] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:46.823626] [DEBUG] [FORECASTER] IOT: Forecast T+1@11:T+2@11: UP (p=50.90%)
[2025-10-14T23:57:46.823908] [INFO ] [FORECASTER] Completed predict_future for IOT
[2025-10-14T23:57:46.824045] [INFO ] [sig       ] IOT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:46.963511] [INFO ] [LOCAL     ] Saved forecast: IOT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IOT.txt
[2025-10-14T23:57:46.963734] [INFO ] [sig       ] [958/1812] Completed IOT in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:46.963793] [INFO ] [sig       ] [959/1812] Forecasting IP...
[2025-10-14T23:57:46.963826] [INFO ] [sig       ] Generating forecast for: IP
[2025-10-14T23:57:46.963857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IP' from 'https://tdm.silogroup.org/data/derivative_storage/IP.csv'.
[2025-10-14T23:57:46.971874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IP'.
[2025-10-14T23:57:46.972118] [INFO ] [FORECASTER] Starting predict_future for IP
[2025-10-14T23:57:46.997400] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:46.998138] [DEBUG] [LOCAL     ] No optimal features file found for IP: ./output/feature-sets/IP.txt
[2025-10-14T23:57:46.998193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:46.998228] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:46.998256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:46.998313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:47.015634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:47.016193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:47.016275] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:47.016308] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:47.059750] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:47.059838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:47.059874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:47.059903] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:47.062954] [DEBUG] [FORECASTER] IP: Forecast T+1@11:T+2@11: UP (p=54.55%)
[2025-10-14T23:57:47.063202] [INFO ] [FORECASTER] Completed predict_future for IP
[2025-10-14T23:57:47.063338] [INFO ] [sig       ] IP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:47.203191] [INFO ] [LOCAL     ] Saved forecast: IP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IP.txt
[2025-10-14T23:57:47.203430] [INFO ] [sig       ] [959/1812] Completed IP in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:47.203488] [INFO ] [sig       ] [960/1812] Forecasting IPG...
[2025-10-14T23:57:47.203521] [INFO ] [sig       ] Generating forecast for: IPG
[2025-10-14T23:57:47.203551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IPG' from 'https://tdm.silogroup.org/data/derivative_storage/IPG.csv'.
[2025-10-14T23:57:47.211276] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IPG'.
[2025-10-14T23:57:47.211531] [INFO ] [FORECASTER] Starting predict_future for IPG
[2025-10-14T23:57:47.236239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:47.236933] [DEBUG] [LOCAL     ] No optimal features file found for IPG: ./output/feature-sets/IPG.txt
[2025-10-14T23:57:47.236986] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:47.237020] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:47.237050] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:47.237106] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:47.254923] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:47.255473] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:47.255550] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:47.255583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:47.298034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:47.298166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:47.298210] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:47.298239] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:47.301401] [DEBUG] [FORECASTER] IPG: Forecast T+1@11:T+2@11: UP (p=65.84%)
[2025-10-14T23:57:47.301680] [INFO ] [FORECASTER] Completed predict_future for IPG
[2025-10-14T23:57:47.301834] [INFO ] [sig       ] IPG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:47.445309] [INFO ] [LOCAL     ] Saved forecast: IPG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IPG.txt
[2025-10-14T23:57:47.445521] [INFO ] [sig       ] [960/1812] Completed IPG in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-14T23:57:47.445563] [INFO ] [sig       ] [961/1812] Forecasting IPI...
[2025-10-14T23:57:47.445594] [INFO ] [sig       ] Generating forecast for: IPI
[2025-10-14T23:57:47.445625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IPI' from 'https://tdm.silogroup.org/data/derivative_storage/IPI.csv'.
[2025-10-14T23:57:47.454284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IPI'.
[2025-10-14T23:57:47.454532] [INFO ] [FORECASTER] Starting predict_future for IPI
[2025-10-14T23:57:47.479225] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:47.479937] [DEBUG] [LOCAL     ] No optimal features file found for IPI: ./output/feature-sets/IPI.txt
[2025-10-14T23:57:47.479990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:47.480069] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:47.480106] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:47.480163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:47.497404] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:47.497998] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:47.498099] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:47.498153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:47.538699] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:47.538817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:47.538873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:47.538903] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:47.542122] [DEBUG] [FORECASTER] IPI: Forecast T+1@11:T+2@11: UP (p=83.47%)
[2025-10-14T23:57:47.542379] [INFO ] [FORECASTER] Completed predict_future for IPI
[2025-10-14T23:57:47.542517] [INFO ] [sig       ] IPI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:47.682660] [INFO ] [LOCAL     ] Saved forecast: IPI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IPI.txt
[2025-10-14T23:57:47.682940] [INFO ] [sig       ] [961/1812] Completed IPI in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:47.682985] [INFO ] [sig       ] [962/1812] Forecasting IQI...
[2025-10-14T23:57:47.683015] [INFO ] [sig       ] Generating forecast for: IQI
[2025-10-14T23:57:47.683045] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IQI' from 'https://tdm.silogroup.org/data/derivative_storage/IQI.csv'.
[2025-10-14T23:57:47.691401] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IQI'.
[2025-10-14T23:57:47.691701] [INFO ] [FORECASTER] Starting predict_future for IQI
[2025-10-14T23:57:47.717803] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:47.718558] [DEBUG] [LOCAL     ] No optimal features file found for IQI: ./output/feature-sets/IQI.txt
[2025-10-14T23:57:47.718613] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:47.718672] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:47.718724] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:47.718786] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:47.736787] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:47.737760] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:47.737850] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:47.737884] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:47.780459] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:47.780672] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:47.780737] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:47.780770] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:47.784265] [DEBUG] [FORECASTER] IQI: Forecast T+1@11:T+2@11: UP (p=88.17%)
[2025-10-14T23:57:47.784538] [INFO ] [FORECASTER] Completed predict_future for IQI
[2025-10-14T23:57:47.784721] [INFO ] [sig       ] IQI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:47.930681] [INFO ] [LOCAL     ] Saved forecast: IQI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IQI.txt
[2025-10-14T23:57:47.930928] [INFO ] [sig       ] [962/1812] Completed IQI in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:47.930972] [INFO ] [sig       ] [963/1812] Forecasting IQV...
[2025-10-14T23:57:47.931002] [INFO ] [sig       ] Generating forecast for: IQV
[2025-10-14T23:57:47.931034] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IQV' from 'https://tdm.silogroup.org/data/derivative_storage/IQV.csv'.
[2025-10-14T23:57:47.939473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IQV'.
[2025-10-14T23:57:47.939845] [INFO ] [FORECASTER] Starting predict_future for IQV
[2025-10-14T23:57:47.965296] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:47.966062] [DEBUG] [LOCAL     ] No optimal features file found for IQV: ./output/feature-sets/IQV.txt
[2025-10-14T23:57:47.966117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:47.966151] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:47.966181] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:47.966265] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:47.984394] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:47.985102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:47.985185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:47.985221] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:48.027601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:48.027807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:48.027856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:48.027888] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:48.031421] [DEBUG] [FORECASTER] IQV: Forecast T+1@11:T+2@11: DOWN (p=5.10%)
[2025-10-14T23:57:48.031770] [INFO ] [FORECASTER] Completed predict_future for IQV
[2025-10-14T23:57:48.031922] [INFO ] [sig       ] IQV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:48.176248] [INFO ] [LOCAL     ] Saved forecast: IQV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IQV.txt
[2025-10-14T23:57:48.176465] [INFO ] [sig       ] [963/1812] Completed IQV in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:48.176507] [INFO ] [sig       ] [964/1812] Forecasting IR...
[2025-10-14T23:57:48.176537] [INFO ] [sig       ] Generating forecast for: IR
[2025-10-14T23:57:48.176568] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IR' from 'https://tdm.silogroup.org/data/derivative_storage/IR.csv'.
[2025-10-14T23:57:48.185078] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IR'.
[2025-10-14T23:57:48.185351] [INFO ] [FORECASTER] Starting predict_future for IR
[2025-10-14T23:57:48.213143] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:48.213888] [DEBUG] [LOCAL     ] No optimal features file found for IR: ./output/feature-sets/IR.txt
[2025-10-14T23:57:48.213942] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:48.213974] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:48.214003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:48.214061] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:48.231383] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:48.231966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:48.232045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:48.232079] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:48.276532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:48.276637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:48.276718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:48.276753] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:48.280014] [DEBUG] [FORECASTER] IR: Forecast T+1@11:T+2@11: DOWN (p=42.95%)
[2025-10-14T23:57:48.280272] [INFO ] [FORECASTER] Completed predict_future for IR
[2025-10-14T23:57:48.280430] [INFO ] [sig       ] IR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:48.428206] [INFO ] [LOCAL     ] Saved forecast: IR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IR.txt
[2025-10-14T23:57:48.428421] [INFO ] [sig       ] [964/1812] Completed IR in 0.3s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:48.428461] [INFO ] [sig       ] [965/1812] Forecasting IRM...
[2025-10-14T23:57:48.428492] [INFO ] [sig       ] Generating forecast for: IRM
[2025-10-14T23:57:48.428523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRM' from 'https://tdm.silogroup.org/data/derivative_storage/IRM.csv'.
[2025-10-14T23:57:48.436764] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRM'.
[2025-10-14T23:57:48.437071] [INFO ] [FORECASTER] Starting predict_future for IRM
[2025-10-14T23:57:48.461844] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:48.462602] [DEBUG] [LOCAL     ] No optimal features file found for IRM: ./output/feature-sets/IRM.txt
[2025-10-14T23:57:48.462700] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:48.462758] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:48.462795] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:48.462858] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:48.480339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:48.481074] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:48.481155] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:48.481189] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:48.523500] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:48.523601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:48.523638] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:48.523727] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:48.526887] [DEBUG] [FORECASTER] IRM: Forecast T+1@11:T+2@11: DOWN (p=4.11%)
[2025-10-14T23:57:48.527144] [INFO ] [FORECASTER] Completed predict_future for IRM
[2025-10-14T23:57:48.527276] [INFO ] [sig       ] IRM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:48.674792] [INFO ] [LOCAL     ] Saved forecast: IRM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IRM.txt
[2025-10-14T23:57:48.675041] [INFO ] [sig       ] [965/1812] Completed IRM in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:48.675083] [INFO ] [sig       ] [966/1812] Forecasting IRS...
[2025-10-14T23:57:48.675112] [INFO ] [sig       ] Generating forecast for: IRS
[2025-10-14T23:57:48.675143] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRS' from 'https://tdm.silogroup.org/data/derivative_storage/IRS.csv'.
[2025-10-14T23:57:48.684217] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRS'.
[2025-10-14T23:57:48.684538] [INFO ] [FORECASTER] Starting predict_future for IRS
[2025-10-14T23:57:48.709732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:48.710454] [DEBUG] [LOCAL     ] No optimal features file found for IRS: ./output/feature-sets/IRS.txt
[2025-10-14T23:57:48.710508] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:48.710541] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:48.710569] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:48.710629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:48.728260] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:48.728871] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:48.728952] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:48.728985] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:48.781399] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:48.781605] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:48.781713] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:48.781787] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:48.786899] [DEBUG] [FORECASTER] IRS: Forecast T+1@11:T+2@11: UP (p=89.66%)
[2025-10-14T23:57:48.787301] [INFO ] [FORECASTER] Completed predict_future for IRS
[2025-10-14T23:57:48.787487] [INFO ] [sig       ] IRS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:48.930575] [INFO ] [LOCAL     ] Saved forecast: IRS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IRS.txt
[2025-10-14T23:57:48.930834] [INFO ] [sig       ] [966/1812] Completed IRS in 0.3s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:48.930895] [INFO ] [sig       ] [967/1812] Forecasting IRT...
[2025-10-14T23:57:48.930938] [INFO ] [sig       ] Generating forecast for: IRT
[2025-10-14T23:57:48.930977] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRT' from 'https://tdm.silogroup.org/data/derivative_storage/IRT.csv'.
[2025-10-14T23:57:48.940931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRT'.
[2025-10-14T23:57:48.941231] [INFO ] [FORECASTER] Starting predict_future for IRT
[2025-10-14T23:57:48.966210] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:48.966973] [DEBUG] [LOCAL     ] No optimal features file found for IRT: ./output/feature-sets/IRT.txt
[2025-10-14T23:57:48.967028] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:48.967061] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:48.967089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:48.967145] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:48.984682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:48.985259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:48.985341] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:48.985375] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:49.034194] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:49.034377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:49.034438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:49.034471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:49.038340] [DEBUG] [FORECASTER] IRT: Forecast T+1@11:T+2@11: DOWN (p=27.11%)
[2025-10-14T23:57:49.038671] [INFO ] [FORECASTER] Completed predict_future for IRT
[2025-10-14T23:57:49.038874] [INFO ] [sig       ] IRT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:49.180694] [INFO ] [LOCAL     ] Saved forecast: IRT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IRT.txt
[2025-10-14T23:57:49.180983] [INFO ] [sig       ] [967/1812] Completed IRT in 0.3s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:49.181027] [INFO ] [sig       ] [968/1812] Forecasting ISD...
[2025-10-14T23:57:49.181059] [INFO ] [sig       ] Generating forecast for: ISD
[2025-10-14T23:57:49.181089] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ISD' from 'https://tdm.silogroup.org/data/derivative_storage/ISD.csv'.
[2025-10-14T23:57:49.190625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ISD'.
[2025-10-14T23:57:49.190882] [INFO ] [FORECASTER] Starting predict_future for ISD
[2025-10-14T23:57:49.215041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:49.215721] [DEBUG] [LOCAL     ] No optimal features file found for ISD: ./output/feature-sets/ISD.txt
[2025-10-14T23:57:49.215777] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:49.215811] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:49.215839] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:49.215895] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:49.232889] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:49.233421] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:49.233495] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:49.233528] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:49.274025] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:49.274109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:49.274144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:49.274209] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:49.277228] [DEBUG] [FORECASTER] ISD: Forecast T+1@11:T+2@11: DOWN (p=1.95%)
[2025-10-14T23:57:49.277476] [INFO ] [FORECASTER] Completed predict_future for ISD
[2025-10-14T23:57:49.277620] [INFO ] [sig       ] ISD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:49.413623] [INFO ] [LOCAL     ] Saved forecast: ISD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ISD.txt
[2025-10-14T23:57:49.413845] [INFO ] [sig       ] [968/1812] Completed ISD in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:49.413891] [INFO ] [sig       ] [969/1812] Forecasting IT...
[2025-10-14T23:57:49.413922] [INFO ] [sig       ] Generating forecast for: IT
[2025-10-14T23:57:49.413951] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IT' from 'https://tdm.silogroup.org/data/derivative_storage/IT.csv'.
[2025-10-14T23:57:49.422887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IT'.
[2025-10-14T23:57:49.423139] [INFO ] [FORECASTER] Starting predict_future for IT
[2025-10-14T23:57:49.447472] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:49.448186] [DEBUG] [LOCAL     ] No optimal features file found for IT: ./output/feature-sets/IT.txt
[2025-10-14T23:57:49.448239] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:49.448271] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:49.448299] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:49.448354] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:49.465010] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:49.465516] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:49.465593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:49.465625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:49.511355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:49.511480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:49.511519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:49.511548] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:49.514848] [DEBUG] [FORECASTER] IT: Forecast T+1@11:T+2@11: DOWN (p=12.29%)
[2025-10-14T23:57:49.515109] [INFO ] [FORECASTER] Completed predict_future for IT
[2025-10-14T23:57:49.515246] [INFO ] [sig       ] IT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:49.652616] [INFO ] [LOCAL     ] Saved forecast: IT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/IT.txt
[2025-10-14T23:57:49.652871] [INFO ] [sig       ] [969/1812] Completed IT in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:49.652918] [INFO ] [sig       ] [970/1812] Forecasting ITGR...
[2025-10-14T23:57:49.652949] [INFO ] [sig       ] Generating forecast for: ITGR
[2025-10-14T23:57:49.652979] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITGR' from 'https://tdm.silogroup.org/data/derivative_storage/ITGR.csv'.
[2025-10-14T23:57:49.661630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITGR'.
[2025-10-14T23:57:49.661901] [INFO ] [FORECASTER] Starting predict_future for ITGR
[2025-10-14T23:57:49.686112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:49.686790] [DEBUG] [LOCAL     ] No optimal features file found for ITGR: ./output/feature-sets/ITGR.txt
[2025-10-14T23:57:49.686842] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:49.686873] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:49.686900] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:49.686955] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:49.703879] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:49.704384] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:49.704458] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:49.704491] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:49.747797] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:49.747882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:49.747916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:49.747945] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:49.751005] [DEBUG] [FORECASTER] ITGR: Forecast T+1@11:T+2@11: UP (p=56.88%)
[2025-10-14T23:57:49.751248] [INFO ] [FORECASTER] Completed predict_future for ITGR
[2025-10-14T23:57:49.751385] [INFO ] [sig       ] ITGR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:49.895059] [INFO ] [LOCAL     ] Saved forecast: ITGR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ITGR.txt
[2025-10-14T23:57:49.895313] [INFO ] [sig       ] [970/1812] Completed ITGR in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:49.895367] [INFO ] [sig       ] [971/1812] Forecasting ITT...
[2025-10-14T23:57:49.895400] [INFO ] [sig       ] Generating forecast for: ITT
[2025-10-14T23:57:49.895511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITT' from 'https://tdm.silogroup.org/data/derivative_storage/ITT.csv'.
[2025-10-14T23:57:49.906619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITT'.
[2025-10-14T23:57:49.906921] [INFO ] [FORECASTER] Starting predict_future for ITT
[2025-10-14T23:57:49.931537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:49.932253] [DEBUG] [LOCAL     ] No optimal features file found for ITT: ./output/feature-sets/ITT.txt
[2025-10-14T23:57:49.932317] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:49.932351] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:49.932379] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:49.932436] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:49.949612] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:49.950179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:49.950255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:49.950288] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:49.994846] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:49.994919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:49.994953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:49.994981] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:49.997905] [DEBUG] [FORECASTER] ITT: Forecast T+1@11:T+2@11: DOWN (p=3.66%)
[2025-10-14T23:57:49.998196] [INFO ] [FORECASTER] Completed predict_future for ITT
[2025-10-14T23:57:49.998341] [INFO ] [sig       ] ITT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:50.136448] [INFO ] [LOCAL     ] Saved forecast: ITT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ITT.txt
[2025-10-14T23:57:50.136669] [INFO ] [sig       ] [971/1812] Completed ITT in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:50.136741] [INFO ] [sig       ] [972/1812] Forecasting ITUB...
[2025-10-14T23:57:50.136782] [INFO ] [sig       ] Generating forecast for: ITUB
[2025-10-14T23:57:50.136819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITUB' from 'https://tdm.silogroup.org/data/derivative_storage/ITUB.csv'.
[2025-10-14T23:57:50.146598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITUB'.
[2025-10-14T23:57:50.146871] [INFO ] [FORECASTER] Starting predict_future for ITUB
[2025-10-14T23:57:50.171122] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:50.171823] [DEBUG] [LOCAL     ] No optimal features file found for ITUB: ./output/feature-sets/ITUB.txt
[2025-10-14T23:57:50.171876] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:50.171909] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:50.171936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:50.171992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:50.188744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:50.189249] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:50.189324] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:50.189357] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:50.231701] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:50.231780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:50.231815] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:50.231843] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:50.234833] [DEBUG] [FORECASTER] ITUB: Forecast T+1@11:T+2@11: DOWN (p=4.38%)
[2025-10-14T23:57:50.235076] [INFO ] [FORECASTER] Completed predict_future for ITUB
[2025-10-14T23:57:50.235207] [INFO ] [sig       ] ITUB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:50.373413] [INFO ] [LOCAL     ] Saved forecast: ITUB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ITUB.txt
[2025-10-14T23:57:50.373664] [INFO ] [sig       ] [972/1812] Completed ITUB in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:50.373735] [INFO ] [sig       ] [973/1812] Forecasting ITW...
[2025-10-14T23:57:50.373776] [INFO ] [sig       ] Generating forecast for: ITW
[2025-10-14T23:57:50.373813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITW' from 'https://tdm.silogroup.org/data/derivative_storage/ITW.csv'.
[2025-10-14T23:57:50.383123] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITW'.
[2025-10-14T23:57:50.383359] [INFO ] [FORECASTER] Starting predict_future for ITW
[2025-10-14T23:57:50.407600] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:50.408322] [DEBUG] [LOCAL     ] No optimal features file found for ITW: ./output/feature-sets/ITW.txt
[2025-10-14T23:57:50.408375] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:50.408409] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:50.408437] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:50.408494] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:50.425537] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:50.426085] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:50.426160] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:50.426192] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:50.467287] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:50.467359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:50.467393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:50.467422] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:50.470464] [DEBUG] [FORECASTER] ITW: Forecast T+1@11:T+2@11: DOWN (p=23.20%)
[2025-10-14T23:57:50.470770] [INFO ] [FORECASTER] Completed predict_future for ITW
[2025-10-14T23:57:50.470943] [INFO ] [sig       ] ITW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:50.612766] [INFO ] [LOCAL     ] Saved forecast: ITW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ITW.txt
[2025-10-14T23:57:50.613045] [INFO ] [sig       ] [973/1812] Completed ITW in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:50.613113] [INFO ] [sig       ] [974/1812] Forecasting IVR...
[2025-10-14T23:57:50.613148] [INFO ] [sig       ] Generating forecast for: IVR
[2025-10-14T23:57:50.613178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVR' from 'https://tdm.silogroup.org/data/derivative_storage/IVR.csv'.
[2025-10-14T23:57:50.623105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVR'.
[2025-10-14T23:57:50.623365] [INFO ] [FORECASTER] Starting predict_future for IVR
[2025-10-14T23:57:50.647774] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:50.648459] [DEBUG] [LOCAL     ] No optimal features file found for IVR: ./output/feature-sets/IVR.txt
[2025-10-14T23:57:50.648545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:50.648585] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:50.648613] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:50.648693] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:50.665614] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:50.666202] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:50.666279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:50.666312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:50.710520] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:50.710592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:50.710626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:50.710690] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:50.713666] [DEBUG] [FORECASTER] IVR: Forecast T+1@11:T+2@11: UP (p=93.59%)
[2025-10-14T23:57:50.713916] [INFO ] [FORECASTER] Completed predict_future for IVR
[2025-10-14T23:57:50.714052] [INFO ] [sig       ] IVR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:50.851837] [INFO ] [LOCAL     ] Saved forecast: IVR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IVR.txt
[2025-10-14T23:57:50.852061] [INFO ] [sig       ] [974/1812] Completed IVR in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:50.852102] [INFO ] [sig       ] [975/1812] Forecasting IVT...
[2025-10-14T23:57:50.852132] [INFO ] [sig       ] Generating forecast for: IVT
[2025-10-14T23:57:50.852162] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVT' from 'https://tdm.silogroup.org/data/derivative_storage/IVT.csv'.
[2025-10-14T23:57:50.861924] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVT'.
[2025-10-14T23:57:50.862167] [INFO ] [FORECASTER] Starting predict_future for IVT
[2025-10-14T23:57:50.886436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:50.887143] [DEBUG] [LOCAL     ] No optimal features file found for IVT: ./output/feature-sets/IVT.txt
[2025-10-14T23:57:50.887196] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:50.887229] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:50.887257] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:50.887312] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:50.904146] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:50.904675] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:50.904761] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:50.904794] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:50.949143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:50.949277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:50.949314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:50.949364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:50.952746] [DEBUG] [FORECASTER] IVT: Forecast T+1@11:T+2@11: UP (p=90.05%)
[2025-10-14T23:57:50.953013] [INFO ] [FORECASTER] Completed predict_future for IVT
[2025-10-14T23:57:50.953148] [INFO ] [sig       ] IVT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:51.092163] [INFO ] [LOCAL     ] Saved forecast: IVT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IVT.txt
[2025-10-14T23:57:51.092397] [INFO ] [sig       ] [975/1812] Completed IVT in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:51.092438] [INFO ] [sig       ] [976/1812] Forecasting IVZ...
[2025-10-14T23:57:51.092469] [INFO ] [sig       ] Generating forecast for: IVZ
[2025-10-14T23:57:51.092500] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVZ' from 'https://tdm.silogroup.org/data/derivative_storage/IVZ.csv'.
[2025-10-14T23:57:51.101865] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVZ'.
[2025-10-14T23:57:51.102174] [INFO ] [FORECASTER] Starting predict_future for IVZ
[2025-10-14T23:57:51.126587] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:51.127370] [DEBUG] [LOCAL     ] No optimal features file found for IVZ: ./output/feature-sets/IVZ.txt
[2025-10-14T23:57:51.127424] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:51.127458] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:51.127486] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:51.127542] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:51.144447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:51.145189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:51.145270] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:51.145303] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:51.191202] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:51.191358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:51.191398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:51.191428] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:51.194856] [DEBUG] [FORECASTER] IVZ: Forecast T+1@11:T+2@11: UP (p=70.91%)
[2025-10-14T23:57:51.195117] [INFO ] [FORECASTER] Completed predict_future for IVZ
[2025-10-14T23:57:51.195254] [INFO ] [sig       ] IVZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:51.333009] [INFO ] [LOCAL     ] Saved forecast: IVZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IVZ.txt
[2025-10-14T23:57:51.333249] [INFO ] [sig       ] [976/1812] Completed IVZ in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:51.333291] [INFO ] [sig       ] [977/1812] Forecasting IX...
[2025-10-14T23:57:51.333321] [INFO ] [sig       ] Generating forecast for: IX
[2025-10-14T23:57:51.333351] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IX' from 'https://tdm.silogroup.org/data/derivative_storage/IX.csv'.
[2025-10-14T23:57:51.342493] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IX'.
[2025-10-14T23:57:51.342800] [INFO ] [FORECASTER] Starting predict_future for IX
[2025-10-14T23:57:51.367170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:51.367905] [DEBUG] [LOCAL     ] No optimal features file found for IX: ./output/feature-sets/IX.txt
[2025-10-14T23:57:51.367958] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:51.367991] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:51.368020] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:51.368100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:51.388369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:51.389338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:51.389459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:51.389498] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:51.433147] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:51.433288] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:51.433327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:51.433356] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:51.436789] [DEBUG] [FORECASTER] IX: Forecast T+1@11:T+2@11: UP (p=86.34%)
[2025-10-14T23:57:51.437056] [INFO ] [FORECASTER] Completed predict_future for IX
[2025-10-14T23:57:51.437195] [INFO ] [sig       ] IX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:51.591296] [INFO ] [LOCAL     ] Saved forecast: IX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/IX.txt
[2025-10-14T23:57:51.591572] [INFO ] [sig       ] [977/1812] Completed IX in 0.3s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:51.591634] [INFO ] [sig       ] [978/1812] Forecasting J...
[2025-10-14T23:57:51.591708] [INFO ] [sig       ] Generating forecast for: J
[2025-10-14T23:57:51.591748] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'J' from 'https://tdm.silogroup.org/data/derivative_storage/J.csv'.
[2025-10-14T23:57:51.600797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'J'.
[2025-10-14T23:57:51.601091] [INFO ] [FORECASTER] Starting predict_future for J
[2025-10-14T23:57:51.625536] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:51.626312] [DEBUG] [LOCAL     ] No optimal features file found for J: ./output/feature-sets/J.txt
[2025-10-14T23:57:51.626367] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:51.626399] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:51.626428] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:51.626485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:51.643209] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:51.643976] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:51.644055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:51.644089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:51.687977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:51.688173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:51.688225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:51.688256] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:51.691842] [DEBUG] [FORECASTER] J: Forecast T+1@11:T+2@11: UP (p=97.08%)
[2025-10-14T23:57:51.692131] [INFO ] [FORECASTER] Completed predict_future for J
[2025-10-14T23:57:51.692286] [INFO ] [sig       ] J: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:51.831509] [INFO ] [LOCAL     ] Saved forecast: J	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/J.txt
[2025-10-14T23:57:51.831776] [INFO ] [sig       ] [978/1812] Completed J in 0.2s | 4.24 sym/s | Total: 3.8m | ETA: 3.3m
[2025-10-14T23:57:51.831847] [INFO ] [sig       ] [979/1812] Forecasting JBGS...
[2025-10-14T23:57:51.831887] [INFO ] [sig       ] Generating forecast for: JBGS
[2025-10-14T23:57:51.831918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBGS' from 'https://tdm.silogroup.org/data/derivative_storage/JBGS.csv'.
[2025-10-14T23:57:51.841523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBGS'.
[2025-10-14T23:57:51.841817] [INFO ] [FORECASTER] Starting predict_future for JBGS
[2025-10-14T23:57:51.866280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:51.867018] [DEBUG] [LOCAL     ] No optimal features file found for JBGS: ./output/feature-sets/JBGS.txt
[2025-10-14T23:57:51.867071] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:51.867103] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:51.867130] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:51.867185] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:51.884306] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:51.884859] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:51.884935] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:51.884969] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:51.929029] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:51.929107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:51.929142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:51.929169] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:51.932151] [DEBUG] [FORECASTER] JBGS: Forecast T+1@11:T+2@11: DOWN (p=16.52%)
[2025-10-14T23:57:51.932399] [INFO ] [FORECASTER] Completed predict_future for JBGS
[2025-10-14T23:57:51.932526] [INFO ] [sig       ] JBGS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:52.071446] [INFO ] [LOCAL     ] Saved forecast: JBGS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JBGS.txt
[2025-10-14T23:57:52.071627] [INFO ] [sig       ] [979/1812] Completed JBGS in 0.2s | 4.24 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:52.071700] [INFO ] [sig       ] [980/1812] Forecasting JBI...
[2025-10-14T23:57:52.071742] [INFO ] [sig       ] Generating forecast for: JBI
[2025-10-14T23:57:52.071776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBI' from 'https://tdm.silogroup.org/data/derivative_storage/JBI.csv'.
[2025-10-14T23:57:52.080609] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBI'.
[2025-10-14T23:57:52.080920] [INFO ] [FORECASTER] Starting predict_future for JBI
[2025-10-14T23:57:52.105295] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:52.105981] [DEBUG] [LOCAL     ] No optimal features file found for JBI: ./output/feature-sets/JBI.txt
[2025-10-14T23:57:52.106034] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:52.106067] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:52.106095] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:52.106150] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:52.123136] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:52.123669] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:52.123749] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:52.123784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:52.167728] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:52.167816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:52.167858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:52.167893] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:52.175307] [DEBUG] [FORECASTER] JBI: Forecast T+1@11:T+2@11: UP (p=60.46%)
[2025-10-14T23:57:52.176916] [INFO ] [FORECASTER] Completed predict_future for JBI
[2025-10-14T23:57:52.177054] [INFO ] [sig       ] JBI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:52.316415] [INFO ] [LOCAL     ] Saved forecast: JBI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JBI.txt
[2025-10-14T23:57:52.316660] [INFO ] [sig       ] [980/1812] Completed JBI in 0.2s | 4.24 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:52.316720] [INFO ] [sig       ] [981/1812] Forecasting JBL...
[2025-10-14T23:57:52.316776] [INFO ] [sig       ] Generating forecast for: JBL
[2025-10-14T23:57:52.316828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBL' from 'https://tdm.silogroup.org/data/derivative_storage/JBL.csv'.
[2025-10-14T23:57:52.326855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBL'.
[2025-10-14T23:57:52.327147] [INFO ] [FORECASTER] Starting predict_future for JBL
[2025-10-14T23:57:52.351938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:52.352787] [DEBUG] [LOCAL     ] No optimal features file found for JBL: ./output/feature-sets/JBL.txt
[2025-10-14T23:57:52.352841] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:52.352873] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:52.352900] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:52.352956] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:52.369709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:52.370256] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:52.370333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:52.370365] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:52.414488] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:52.414561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:52.414595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:52.414622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:52.417587] [DEBUG] [FORECASTER] JBL: Forecast T+1@11:T+2@11: UP (p=58.13%)
[2025-10-14T23:57:52.417853] [INFO ] [FORECASTER] Completed predict_future for JBL
[2025-10-14T23:57:52.418001] [INFO ] [sig       ] JBL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:52.554910] [INFO ] [LOCAL     ] Saved forecast: JBL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JBL.txt
[2025-10-14T23:57:52.555115] [INFO ] [sig       ] [981/1812] Completed JBL in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:52.555157] [INFO ] [sig       ] [982/1812] Forecasting JBND...
[2025-10-14T23:57:52.555187] [INFO ] [sig       ] Generating forecast for: JBND
[2025-10-14T23:57:52.555216] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBND' from 'https://tdm.silogroup.org/data/derivative_storage/JBND.csv'.
[2025-10-14T23:57:52.563942] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBND'.
[2025-10-14T23:57:52.564184] [INFO ] [FORECASTER] Starting predict_future for JBND
[2025-10-14T23:57:52.588704] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:52.589352] [DEBUG] [LOCAL     ] No optimal features file found for JBND: ./output/feature-sets/JBND.txt
[2025-10-14T23:57:52.589404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:52.589436] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:52.589463] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:52.589519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:52.606126] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:52.606626] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:52.606724] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:52.606764] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:52.648033] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:52.648128] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:52.648171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:52.648201] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:52.651218] [DEBUG] [FORECASTER] JBND: Forecast T+1@11:T+2@11: DOWN (p=7.60%)
[2025-10-14T23:57:52.651461] [INFO ] [FORECASTER] Completed predict_future for JBND
[2025-10-14T23:57:52.651606] [INFO ] [sig       ] JBND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:52.788546] [INFO ] [LOCAL     ] Saved forecast: JBND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JBND.txt
[2025-10-14T23:57:52.788782] [INFO ] [sig       ] [982/1812] Completed JBND in 0.2s | 4.24 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:52.788841] [INFO ] [sig       ] [983/1812] Forecasting JCE...
[2025-10-14T23:57:52.788874] [INFO ] [sig       ] Generating forecast for: JCE
[2025-10-14T23:57:52.788906] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JCE' from 'https://tdm.silogroup.org/data/derivative_storage/JCE.csv'.
[2025-10-14T23:57:52.797681] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JCE'.
[2025-10-14T23:57:52.797951] [INFO ] [FORECASTER] Starting predict_future for JCE
[2025-10-14T23:57:52.822191] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:52.822919] [DEBUG] [LOCAL     ] No optimal features file found for JCE: ./output/feature-sets/JCE.txt
[2025-10-14T23:57:52.822972] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:52.823004] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:52.823032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:52.823087] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:52.840093] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:52.840948] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:52.841037] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:52.841072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:52.885128] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:52.885307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:52.885351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:52.885381] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:52.888952] [DEBUG] [FORECASTER] JCE: Forecast T+1@11:T+2@11: DOWN (p=22.84%)
[2025-10-14T23:57:52.889223] [INFO ] [FORECASTER] Completed predict_future for JCE
[2025-10-14T23:57:52.889365] [INFO ] [sig       ] JCE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:53.030614] [INFO ] [LOCAL     ] Saved forecast: JCE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JCE.txt
[2025-10-14T23:57:53.030867] [INFO ] [sig       ] [983/1812] Completed JCE in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:53.030928] [INFO ] [sig       ] [984/1812] Forecasting JCI...
[2025-10-14T23:57:53.031008] [INFO ] [sig       ] Generating forecast for: JCI
[2025-10-14T23:57:53.031050] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JCI' from 'https://tdm.silogroup.org/data/derivative_storage/JCI.csv'.
[2025-10-14T23:57:53.040503] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JCI'.
[2025-10-14T23:57:53.040793] [INFO ] [FORECASTER] Starting predict_future for JCI
[2025-10-14T23:57:53.065321] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:53.066083] [DEBUG] [LOCAL     ] No optimal features file found for JCI: ./output/feature-sets/JCI.txt
[2025-10-14T23:57:53.066137] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:53.066170] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:53.066198] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:53.066255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:53.083214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:53.083780] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:53.083877] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:53.083911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:53.127687] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:53.127780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:53.127817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:53.127845] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:53.131084] [DEBUG] [FORECASTER] JCI: Forecast T+1@11:T+2@11: DOWN (p=35.99%)
[2025-10-14T23:57:53.131332] [INFO ] [FORECASTER] Completed predict_future for JCI
[2025-10-14T23:57:53.131473] [INFO ] [sig       ] JCI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:53.269242] [INFO ] [LOCAL     ] Saved forecast: JCI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JCI.txt
[2025-10-14T23:57:53.269445] [INFO ] [sig       ] [984/1812] Completed JCI in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:53.269485] [INFO ] [sig       ] [985/1812] Forecasting JEF...
[2025-10-14T23:57:53.269516] [INFO ] [sig       ] Generating forecast for: JEF
[2025-10-14T23:57:53.269546] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JEF' from 'https://tdm.silogroup.org/data/derivative_storage/JEF.csv'.
[2025-10-14T23:57:53.279075] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JEF'.
[2025-10-14T23:57:53.279377] [INFO ] [FORECASTER] Starting predict_future for JEF
[2025-10-14T23:57:53.305166] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:53.306024] [DEBUG] [LOCAL     ] No optimal features file found for JEF: ./output/feature-sets/JEF.txt
[2025-10-14T23:57:53.306081] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:53.306114] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:53.306143] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:53.306200] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:53.323589] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:53.324161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:53.324242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:53.324276] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:53.369278] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:53.369396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:53.369434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:53.369462] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:53.372813] [DEBUG] [FORECASTER] JEF: Forecast T+1@11:T+2@11: UP (p=79.25%)
[2025-10-14T23:57:53.373074] [INFO ] [FORECASTER] Completed predict_future for JEF
[2025-10-14T23:57:53.373213] [INFO ] [sig       ] JEF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:53.520930] [INFO ] [LOCAL     ] Saved forecast: JEF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JEF.txt
[2025-10-14T23:57:53.521202] [INFO ] [sig       ] [985/1812] Completed JEF in 0.3s | 4.23 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:53.521244] [INFO ] [sig       ] [986/1812] Forecasting JELD...
[2025-10-14T23:57:53.521274] [INFO ] [sig       ] Generating forecast for: JELD
[2025-10-14T23:57:53.521305] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JELD' from 'https://tdm.silogroup.org/data/derivative_storage/JELD.csv'.
[2025-10-14T23:57:53.532813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JELD'.
[2025-10-14T23:57:53.533233] [INFO ] [FORECASTER] Starting predict_future for JELD
[2025-10-14T23:57:53.558253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:53.558964] [DEBUG] [LOCAL     ] No optimal features file found for JELD: ./output/feature-sets/JELD.txt
[2025-10-14T23:57:53.559034] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:53.559069] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:53.559098] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:53.559154] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:53.576161] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:53.576710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:53.576789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:53.576821] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:53.616619] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:53.616756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:53.616801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:53.616832] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:53.620067] [DEBUG] [FORECASTER] JELD: Forecast T+1@11:T+2@11: DOWN (p=4.29%)
[2025-10-14T23:57:53.620323] [INFO ] [FORECASTER] Completed predict_future for JELD
[2025-10-14T23:57:53.620466] [INFO ] [sig       ] JELD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:53.762019] [INFO ] [LOCAL     ] Saved forecast: JELD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JELD.txt
[2025-10-14T23:57:53.762284] [INFO ] [sig       ] [986/1812] Completed JELD in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-14T23:57:53.762353] [INFO ] [sig       ] [987/1812] Forecasting JFR...
[2025-10-14T23:57:53.762406] [INFO ] [sig       ] Generating forecast for: JFR
[2025-10-14T23:57:53.762441] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JFR' from 'https://tdm.silogroup.org/data/derivative_storage/JFR.csv'.
[2025-10-14T23:57:53.774779] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JFR'.
[2025-10-14T23:57:53.775403] [INFO ] [FORECASTER] Starting predict_future for JFR
[2025-10-14T23:57:53.813842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:53.814745] [DEBUG] [LOCAL     ] No optimal features file found for JFR: ./output/feature-sets/JFR.txt
[2025-10-14T23:57:53.814802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:53.814837] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:53.814866] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:53.814924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:53.834273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:53.835003] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:53.835112] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:53.835165] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:53.882129] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:53.882309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:53.882350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:53.882379] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:53.886049] [DEBUG] [FORECASTER] JFR: Forecast T+1@11:T+2@11: UP (p=98.29%)
[2025-10-14T23:57:53.886322] [INFO ] [FORECASTER] Completed predict_future for JFR
[2025-10-14T23:57:53.886466] [INFO ] [sig       ] JFR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:54.030306] [INFO ] [LOCAL     ] Saved forecast: JFR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JFR.txt
[2025-10-14T23:57:54.030596] [INFO ] [sig       ] [987/1812] Completed JFR in 0.3s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:54.030665] [INFO ] [sig       ] [988/1812] Forecasting JGH...
[2025-10-14T23:57:54.030732] [INFO ] [sig       ] Generating forecast for: JGH
[2025-10-14T23:57:54.030770] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JGH' from 'https://tdm.silogroup.org/data/derivative_storage/JGH.csv'.
[2025-10-14T23:57:54.040571] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JGH'.
[2025-10-14T23:57:54.040968] [INFO ] [FORECASTER] Starting predict_future for JGH
[2025-10-14T23:57:54.067812] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:54.068572] [DEBUG] [LOCAL     ] No optimal features file found for JGH: ./output/feature-sets/JGH.txt
[2025-10-14T23:57:54.068627] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:54.068697] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:54.068767] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:54.068851] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:54.087069] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:54.087613] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:54.087722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:54.087789] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:54.132672] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:54.132830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:54.132871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:54.132901] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:54.136304] [DEBUG] [FORECASTER] JGH: Forecast T+1@11:T+2@11: UP (p=96.95%)
[2025-10-14T23:57:54.136592] [INFO ] [FORECASTER] Completed predict_future for JGH
[2025-10-14T23:57:54.136773] [INFO ] [sig       ] JGH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:54.287036] [INFO ] [LOCAL     ] Saved forecast: JGH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JGH.txt
[2025-10-14T23:57:54.287356] [INFO ] [sig       ] [988/1812] Completed JGH in 0.3s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:54.287419] [INFO ] [sig       ] [989/1812] Forecasting JHG...
[2025-10-14T23:57:54.287455] [INFO ] [sig       ] Generating forecast for: JHG
[2025-10-14T23:57:54.287487] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHG' from 'https://tdm.silogroup.org/data/derivative_storage/JHG.csv'.
[2025-10-14T23:57:54.296818] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHG'.
[2025-10-14T23:57:54.297150] [INFO ] [FORECASTER] Starting predict_future for JHG
[2025-10-14T23:57:54.323341] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:54.324062] [DEBUG] [LOCAL     ] No optimal features file found for JHG: ./output/feature-sets/JHG.txt
[2025-10-14T23:57:54.324116] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:54.324149] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:54.324177] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:54.324234] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:54.341729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:54.342255] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:54.342334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:54.342368] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:54.383858] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:54.383941] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:54.383977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:54.384006] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:54.387067] [DEBUG] [FORECASTER] JHG: Forecast T+1@11:T+2@11: UP (p=80.89%)
[2025-10-14T23:57:54.387336] [INFO ] [FORECASTER] Completed predict_future for JHG
[2025-10-14T23:57:54.387473] [INFO ] [sig       ] JHG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:54.527351] [INFO ] [LOCAL     ] Saved forecast: JHG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JHG.txt
[2025-10-14T23:57:54.527600] [INFO ] [sig       ] [989/1812] Completed JHG in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:54.527664] [INFO ] [sig       ] [990/1812] Forecasting JHS...
[2025-10-14T23:57:54.527720] [INFO ] [sig       ] Generating forecast for: JHS
[2025-10-14T23:57:54.527755] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHS' from 'https://tdm.silogroup.org/data/derivative_storage/JHS.csv'.
[2025-10-14T23:57:54.536944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHS'.
[2025-10-14T23:57:54.537335] [INFO ] [FORECASTER] Starting predict_future for JHS
[2025-10-14T23:57:54.564377] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:54.565174] [DEBUG] [LOCAL     ] No optimal features file found for JHS: ./output/feature-sets/JHS.txt
[2025-10-14T23:57:54.565230] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:54.565279] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:54.565331] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:54.565391] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:54.583099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:54.583747] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:54.583827] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:54.583861] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:54.627868] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:54.628080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:54.628161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:54.628216] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:54.631936] [DEBUG] [FORECASTER] JHS: Forecast T+1@11:T+2@11: UP (p=85.23%)
[2025-10-14T23:57:54.632241] [INFO ] [FORECASTER] Completed predict_future for JHS
[2025-10-14T23:57:54.632403] [INFO ] [sig       ] JHS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:54.772898] [INFO ] [LOCAL     ] Saved forecast: JHS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JHS.txt
[2025-10-14T23:57:54.773111] [INFO ] [sig       ] [990/1812] Completed JHS in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:54.773153] [INFO ] [sig       ] [991/1812] Forecasting JHX...
[2025-10-14T23:57:54.773184] [INFO ] [sig       ] Generating forecast for: JHX
[2025-10-14T23:57:54.773228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHX' from 'https://tdm.silogroup.org/data/derivative_storage/JHX.csv'.
[2025-10-14T23:57:54.782868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHX'.
[2025-10-14T23:57:54.783143] [INFO ] [FORECASTER] Starting predict_future for JHX
[2025-10-14T23:57:54.808196] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:54.808915] [DEBUG] [LOCAL     ] No optimal features file found for JHX: ./output/feature-sets/JHX.txt
[2025-10-14T23:57:54.808970] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:54.809004] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:54.809032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:54.809102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:54.826542] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:54.827112] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:54.827190] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:54.827249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:54.872345] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:54.872521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:54.872563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:54.872592] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:54.876195] [DEBUG] [FORECASTER] JHX: Forecast T+1@11:T+2@11: DOWN (p=5.91%)
[2025-10-14T23:57:54.876480] [INFO ] [FORECASTER] Completed predict_future for JHX
[2025-10-14T23:57:54.876624] [INFO ] [sig       ] JHX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:55.016023] [INFO ] [LOCAL     ] Saved forecast: JHX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JHX.txt
[2025-10-14T23:57:55.016254] [INFO ] [sig       ] [991/1812] Completed JHX in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:55.016296] [INFO ] [sig       ] [992/1812] Forecasting JILL...
[2025-10-14T23:57:55.016326] [INFO ] [sig       ] Generating forecast for: JILL
[2025-10-14T23:57:55.016356] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JILL' from 'https://tdm.silogroup.org/data/derivative_storage/JILL.csv'.
[2025-10-14T23:57:55.026158] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JILL'.
[2025-10-14T23:57:55.026469] [INFO ] [FORECASTER] Starting predict_future for JILL
[2025-10-14T23:57:55.051490] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:55.052224] [DEBUG] [LOCAL     ] No optimal features file found for JILL: ./output/feature-sets/JILL.txt
[2025-10-14T23:57:55.052279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:55.052312] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:55.052341] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:55.052398] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:55.070524] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:55.071107] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:55.071185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:55.071219] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:55.111931] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:55.112022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:55.112058] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:55.112089] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:55.115202] [DEBUG] [FORECASTER] JILL: Forecast T+1@11:T+2@11: UP (p=54.23%)
[2025-10-14T23:57:55.115459] [INFO ] [FORECASTER] Completed predict_future for JILL
[2025-10-14T23:57:55.115592] [INFO ] [sig       ] JILL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:55.255099] [INFO ] [LOCAL     ] Saved forecast: JILL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JILL.txt
[2025-10-14T23:57:55.255315] [INFO ] [sig       ] [992/1812] Completed JILL in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:55.255357] [INFO ] [sig       ] [993/1812] Forecasting JKS...
[2025-10-14T23:57:55.255388] [INFO ] [sig       ] Generating forecast for: JKS
[2025-10-14T23:57:55.255418] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JKS' from 'https://tdm.silogroup.org/data/derivative_storage/JKS.csv'.
[2025-10-14T23:57:55.264840] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JKS'.
[2025-10-14T23:57:55.265272] [INFO ] [FORECASTER] Starting predict_future for JKS
[2025-10-14T23:57:55.291372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:55.292178] [DEBUG] [LOCAL     ] No optimal features file found for JKS: ./output/feature-sets/JKS.txt
[2025-10-14T23:57:55.292252] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:55.292288] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:55.292317] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:55.292375] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:55.310189] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:55.311102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:55.311190] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:55.311225] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:55.351694] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:55.351773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:55.351810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:55.352299] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:55.356322] [DEBUG] [FORECASTER] JKS: Forecast T+1@11:T+2@11: UP (p=89.79%)
[2025-10-14T23:57:55.356575] [INFO ] [FORECASTER] Completed predict_future for JKS
[2025-10-14T23:57:55.356747] [INFO ] [sig       ] JKS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:55.493381] [INFO ] [LOCAL     ] Saved forecast: JKS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JKS.txt
[2025-10-14T23:57:55.493632] [INFO ] [sig       ] [993/1812] Completed JKS in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:55.493711] [INFO ] [sig       ] [994/1812] Forecasting JLL...
[2025-10-14T23:57:55.493750] [INFO ] [sig       ] Generating forecast for: JLL
[2025-10-14T23:57:55.493783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JLL' from 'https://tdm.silogroup.org/data/derivative_storage/JLL.csv'.
[2025-10-14T23:57:55.503203] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JLL'.
[2025-10-14T23:57:55.503455] [INFO ] [FORECASTER] Starting predict_future for JLL
[2025-10-14T23:57:55.527753] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:55.528489] [DEBUG] [LOCAL     ] No optimal features file found for JLL: ./output/feature-sets/JLL.txt
[2025-10-14T23:57:55.528541] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:55.528574] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:55.528602] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:55.528677] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:55.545423] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:55.545973] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:55.546050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:55.546083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:55.594720] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:55.594861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:55.594908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:55.594938] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:55.598249] [DEBUG] [FORECASTER] JLL: Forecast T+1@11:T+2@11: UP (p=89.04%)
[2025-10-14T23:57:55.598491] [INFO ] [FORECASTER] Completed predict_future for JLL
[2025-10-14T23:57:55.598677] [INFO ] [sig       ] JLL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:55.735572] [INFO ] [LOCAL     ] Saved forecast: JLL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JLL.txt
[2025-10-14T23:57:55.735820] [INFO ] [sig       ] [994/1812] Completed JLL in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:55.735884] [INFO ] [sig       ] [995/1812] Forecasting JLS...
[2025-10-14T23:57:55.735917] [INFO ] [sig       ] Generating forecast for: JLS
[2025-10-14T23:57:55.735973] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JLS' from 'https://tdm.silogroup.org/data/derivative_storage/JLS.csv'.
[2025-10-14T23:57:55.747776] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JLS'.
[2025-10-14T23:57:55.748163] [INFO ] [FORECASTER] Starting predict_future for JLS
[2025-10-14T23:57:55.773144] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:55.773868] [DEBUG] [LOCAL     ] No optimal features file found for JLS: ./output/feature-sets/JLS.txt
[2025-10-14T23:57:55.773922] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:55.773955] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:55.773983] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:55.774040] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:55.790927] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:55.791469] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:55.791551] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:55.791584] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:55.825919] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:55.826110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:55.826152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:55.826182] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:55.829781] [DEBUG] [FORECASTER] JLS: Forecast T+1@11:T+2@11: DOWN (p=33.99%)
[2025-10-14T23:57:55.830073] [INFO ] [FORECASTER] Completed predict_future for JLS
[2025-10-14T23:57:55.830215] [INFO ] [sig       ] JLS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:55.972093] [INFO ] [LOCAL     ] Saved forecast: JLS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JLS.txt
[2025-10-14T23:57:55.972349] [INFO ] [sig       ] [995/1812] Completed JLS in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:55.972394] [INFO ] [sig       ] [996/1812] Forecasting JMIA...
[2025-10-14T23:57:55.972424] [INFO ] [sig       ] Generating forecast for: JMIA
[2025-10-14T23:57:55.972456] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JMIA' from 'https://tdm.silogroup.org/data/derivative_storage/JMIA.csv'.
[2025-10-14T23:57:55.981034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JMIA'.
[2025-10-14T23:57:55.981287] [INFO ] [FORECASTER] Starting predict_future for JMIA
[2025-10-14T23:57:56.008558] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:56.009340] [DEBUG] [LOCAL     ] No optimal features file found for JMIA: ./output/feature-sets/JMIA.txt
[2025-10-14T23:57:56.009395] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:56.009428] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:56.009455] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:56.009512] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:56.027396] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:56.027963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:56.028043] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:56.028108] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:56.064294] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:56.064419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:56.064458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:56.064489] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:56.067924] [DEBUG] [FORECASTER] JMIA: Forecast T+1@11:T+2@11: UP (p=58.16%)
[2025-10-14T23:57:56.068226] [INFO ] [FORECASTER] Completed predict_future for JMIA
[2025-10-14T23:57:56.068375] [INFO ] [sig       ] JMIA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:56.209820] [INFO ] [LOCAL     ] Saved forecast: JMIA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JMIA.txt
[2025-10-14T23:57:56.210035] [INFO ] [sig       ] [996/1812] Completed JMIA in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:56.210151] [INFO ] [sig       ] [997/1812] Forecasting JNJ...
[2025-10-14T23:57:56.210191] [INFO ] [sig       ] Generating forecast for: JNJ
[2025-10-14T23:57:56.210223] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JNJ' from 'https://tdm.silogroup.org/data/derivative_storage/JNJ.csv'.
[2025-10-14T23:57:56.218981] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JNJ'.
[2025-10-14T23:57:56.219246] [INFO ] [FORECASTER] Starting predict_future for JNJ
[2025-10-14T23:57:56.244099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:56.244831] [DEBUG] [LOCAL     ] No optimal features file found for JNJ: ./output/feature-sets/JNJ.txt
[2025-10-14T23:57:56.244896] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:56.244941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:56.244977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:56.245043] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:56.264086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:56.264783] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:56.264863] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:56.264900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:56.299713] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:56.299787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:56.299821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:56.299850] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:56.302798] [DEBUG] [FORECASTER] JNJ: Forecast T+1@11:T+2@11: UP (p=97.47%)
[2025-10-14T23:57:56.303041] [INFO ] [FORECASTER] Completed predict_future for JNJ
[2025-10-14T23:57:56.303166] [INFO ] [sig       ] JNJ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:56.448168] [INFO ] [LOCAL     ] Saved forecast: JNJ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JNJ.txt
[2025-10-14T23:57:56.448435] [INFO ] [sig       ] [997/1812] Completed JNJ in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:56.448495] [INFO ] [sig       ] [998/1812] Forecasting JOBY...
[2025-10-14T23:57:56.448529] [INFO ] [sig       ] Generating forecast for: JOBY
[2025-10-14T23:57:56.448561] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOBY' from 'https://tdm.silogroup.org/data/derivative_storage/JOBY.csv'.
[2025-10-14T23:57:56.457871] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOBY'.
[2025-10-14T23:57:56.458189] [INFO ] [FORECASTER] Starting predict_future for JOBY
[2025-10-14T23:57:56.484364] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:56.485224] [DEBUG] [LOCAL     ] No optimal features file found for JOBY: ./output/feature-sets/JOBY.txt
[2025-10-14T23:57:56.485276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:56.485308] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:56.485336] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:56.485391] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:56.502637] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:56.503459] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:56.503553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:56.503616] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:56.539907] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:56.540015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:56.540062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:56.540092] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:56.543173] [DEBUG] [FORECASTER] JOBY: Forecast T+1@11:T+2@11: UP (p=87.66%)
[2025-10-14T23:57:56.543433] [INFO ] [FORECASTER] Completed predict_future for JOBY
[2025-10-14T23:57:56.543557] [INFO ] [sig       ] JOBY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:56.684810] [INFO ] [LOCAL     ] Saved forecast: JOBY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JOBY.txt
[2025-10-14T23:57:56.685012] [INFO ] [sig       ] [998/1812] Completed JOBY in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:56.685053] [INFO ] [sig       ] [999/1812] Forecasting JOE...
[2025-10-14T23:57:56.685083] [INFO ] [sig       ] Generating forecast for: JOE
[2025-10-14T23:57:56.685113] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOE' from 'https://tdm.silogroup.org/data/derivative_storage/JOE.csv'.
[2025-10-14T23:57:56.693196] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOE'.
[2025-10-14T23:57:56.693448] [INFO ] [FORECASTER] Starting predict_future for JOE
[2025-10-14T23:57:56.718775] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:56.719659] [DEBUG] [LOCAL     ] No optimal features file found for JOE: ./output/feature-sets/JOE.txt
[2025-10-14T23:57:56.719732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:56.719783] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:56.719815] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:56.719875] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:56.738188] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:56.738789] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:56.738876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:56.738909] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:56.773952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:56.774049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:56.774087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:56.774116] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:56.777212] [DEBUG] [FORECASTER] JOE: Forecast T+1@11:T+2@11: UP (p=69.42%)
[2025-10-14T23:57:56.777461] [INFO ] [FORECASTER] Completed predict_future for JOE
[2025-10-14T23:57:56.777583] [INFO ] [sig       ] JOE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:56.918826] [INFO ] [LOCAL     ] Saved forecast: JOE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JOE.txt
[2025-10-14T23:57:56.919032] [INFO ] [sig       ] [999/1812] Completed JOE in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:56.919074] [INFO ] [sig       ] [1000/1812] Forecasting JOF...
[2025-10-14T23:57:56.919104] [INFO ] [sig       ] Generating forecast for: JOF
[2025-10-14T23:57:56.919136] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOF' from 'https://tdm.silogroup.org/data/derivative_storage/JOF.csv'.
[2025-10-14T23:57:56.928240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOF'.
[2025-10-14T23:57:56.928497] [INFO ] [FORECASTER] Starting predict_future for JOF
[2025-10-14T23:57:56.953873] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:56.954665] [DEBUG] [LOCAL     ] No optimal features file found for JOF: ./output/feature-sets/JOF.txt
[2025-10-14T23:57:56.954724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:56.954774] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:56.954806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:56.954864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:56.972781] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:56.973298] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:56.973376] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:56.973411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:57.010024] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:57.010165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:57.010204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:57.010234] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:57.013700] [DEBUG] [FORECASTER] JOF: Forecast T+1@11:T+2@11: UP (p=95.58%)
[2025-10-14T23:57:57.013999] [INFO ] [FORECASTER] Completed predict_future for JOF
[2025-10-14T23:57:57.014138] [INFO ] [sig       ] JOF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:57.155451] [INFO ] [LOCAL     ] Saved forecast: JOF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JOF.txt
[2025-10-14T23:57:57.155639] [INFO ] [sig       ] [1000/1812] Completed JOF in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:57.155726] [INFO ] [sig       ] [1001/1812] Forecasting JPC...
[2025-10-14T23:57:57.155759] [INFO ] [sig       ] Generating forecast for: JPC
[2025-10-14T23:57:57.155816] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JPC' from 'https://tdm.silogroup.org/data/derivative_storage/JPC.csv'.
[2025-10-14T23:57:57.165710] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JPC'.
[2025-10-14T23:57:57.166108] [INFO ] [FORECASTER] Starting predict_future for JPC
[2025-10-14T23:57:57.191389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:57.192098] [DEBUG] [LOCAL     ] No optimal features file found for JPC: ./output/feature-sets/JPC.txt
[2025-10-14T23:57:57.192152] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:57.192184] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:57.192212] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:57.192268] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:57.209947] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:57.210466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:57.210551] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:57.210592] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:57.248475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:57.248671] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:57.248750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:57.248820] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:57.252870] [DEBUG] [FORECASTER] JPC: Forecast T+1@11:T+2@11: UP (p=98.85%)
[2025-10-14T23:57:57.253196] [INFO ] [FORECASTER] Completed predict_future for JPC
[2025-10-14T23:57:57.253350] [INFO ] [sig       ] JPC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:57.397391] [INFO ] [LOCAL     ] Saved forecast: JPC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JPC.txt
[2025-10-14T23:57:57.397577] [INFO ] [sig       ] [1001/1812] Completed JPC in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:57.397618] [INFO ] [sig       ] [1002/1812] Forecasting JPM...
[2025-10-14T23:57:57.397679] [INFO ] [sig       ] Generating forecast for: JPM
[2025-10-14T23:57:57.397728] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JPM' from 'https://tdm.silogroup.org/data/derivative_storage/JPM.csv'.
[2025-10-14T23:57:57.406976] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JPM'.
[2025-10-14T23:57:57.407338] [INFO ] [FORECASTER] Starting predict_future for JPM
[2025-10-14T23:57:57.433220] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:57.434028] [DEBUG] [LOCAL     ] No optimal features file found for JPM: ./output/feature-sets/JPM.txt
[2025-10-14T23:57:57.434082] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:57.434116] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:57.434144] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:57.434200] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:57.451090] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:57.451663] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:57.451752] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:57.451786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:57.489636] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:57.489818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:57.489860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:57.489890] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:57.493261] [DEBUG] [FORECASTER] JPM: Forecast T+1@11:T+2@11: UP (p=75.72%)
[2025-10-14T23:57:57.493527] [INFO ] [FORECASTER] Completed predict_future for JPM
[2025-10-14T23:57:57.493690] [INFO ] [sig       ] JPM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:57.631698] [INFO ] [LOCAL     ] Saved forecast: JPM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JPM.txt
[2025-10-14T23:57:57.631988] [INFO ] [sig       ] [1002/1812] Completed JPM in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:57.632031] [INFO ] [sig       ] [1003/1812] Forecasting JQC...
[2025-10-14T23:57:57.632061] [INFO ] [sig       ] Generating forecast for: JQC
[2025-10-14T23:57:57.632091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JQC' from 'https://tdm.silogroup.org/data/derivative_storage/JQC.csv'.
[2025-10-14T23:57:57.641311] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JQC'.
[2025-10-14T23:57:57.641692] [INFO ] [FORECASTER] Starting predict_future for JQC
[2025-10-14T23:57:57.666120] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:57.666898] [DEBUG] [LOCAL     ] No optimal features file found for JQC: ./output/feature-sets/JQC.txt
[2025-10-14T23:57:57.666953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:57.666985] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:57.667013] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:57.667146] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:57.684230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:57.684924] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:57.685007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:57.685040] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:57.719582] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:57.719775] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:57.719826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:57.719857] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:57.723357] [DEBUG] [FORECASTER] JQC: Forecast T+1@11:T+2@11: UP (p=98.72%)
[2025-10-14T23:57:57.723634] [INFO ] [FORECASTER] Completed predict_future for JQC
[2025-10-14T23:57:57.723828] [INFO ] [sig       ] JQC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:57.866508] [INFO ] [LOCAL     ] Saved forecast: JQC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JQC.txt
[2025-10-14T23:57:57.866787] [INFO ] [sig       ] [1003/1812] Completed JQC in 0.2s | 4.23 sym/s | Total: 3.9m | ETA: 3.2m
[2025-10-14T23:57:57.866849] [INFO ] [sig       ] [1004/1812] Forecasting JRI...
[2025-10-14T23:57:57.866884] [INFO ] [sig       ] Generating forecast for: JRI
[2025-10-14T23:57:57.866920] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JRI' from 'https://tdm.silogroup.org/data/derivative_storage/JRI.csv'.
[2025-10-14T23:57:57.876163] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JRI'.
[2025-10-14T23:57:57.876560] [INFO ] [FORECASTER] Starting predict_future for JRI
[2025-10-14T23:57:57.904976] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:57.905823] [DEBUG] [LOCAL     ] No optimal features file found for JRI: ./output/feature-sets/JRI.txt
[2025-10-14T23:57:57.905881] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:57.905917] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:57.905947] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:57.906006] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:57.923429] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:57.924156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:57.924243] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:57.924276] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:57.960457] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:57.960619] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:57.960694] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:57.960740] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:57.964184] [DEBUG] [FORECASTER] JRI: Forecast T+1@11:T+2@11: DOWN (p=9.80%)
[2025-10-14T23:57:57.964490] [INFO ] [FORECASTER] Completed predict_future for JRI
[2025-10-14T23:57:57.964639] [INFO ] [sig       ] JRI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:58.103334] [INFO ] [LOCAL     ] Saved forecast: JRI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JRI.txt
[2025-10-14T23:57:58.103557] [INFO ] [sig       ] [1004/1812] Completed JRI in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:58.103599] [INFO ] [sig       ] [1005/1812] Forecasting JRS...
[2025-10-14T23:57:58.103630] [INFO ] [sig       ] Generating forecast for: JRS
[2025-10-14T23:57:58.103705] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JRS' from 'https://tdm.silogroup.org/data/derivative_storage/JRS.csv'.
[2025-10-14T23:57:58.112372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JRS'.
[2025-10-14T23:57:58.112615] [INFO ] [FORECASTER] Starting predict_future for JRS
[2025-10-14T23:57:58.136884] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:58.137546] [DEBUG] [LOCAL     ] No optimal features file found for JRS: ./output/feature-sets/JRS.txt
[2025-10-14T23:57:58.137599] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:58.137632] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:58.137699] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:58.137767] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:58.154617] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:58.155156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:58.155232] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:58.155265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:58.192784] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:58.192946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:58.192999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:58.193031] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:58.196898] [DEBUG] [FORECASTER] JRS: Forecast T+1@11:T+2@11: DOWN (p=34.85%)
[2025-10-14T23:57:58.197205] [INFO ] [FORECASTER] Completed predict_future for JRS
[2025-10-14T23:57:58.197363] [INFO ] [sig       ] JRS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:58.337354] [INFO ] [LOCAL     ] Saved forecast: JRS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/JRS.txt
[2025-10-14T23:57:58.337586] [INFO ] [sig       ] [1005/1812] Completed JRS in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:58.337628] [INFO ] [sig       ] [1006/1812] Forecasting JXN...
[2025-10-14T23:57:58.337698] [INFO ] [sig       ] Generating forecast for: JXN
[2025-10-14T23:57:58.337744] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JXN' from 'https://tdm.silogroup.org/data/derivative_storage/JXN.csv'.
[2025-10-14T23:57:58.347803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JXN'.
[2025-10-14T23:57:58.348144] [INFO ] [FORECASTER] Starting predict_future for JXN
[2025-10-14T23:57:58.372938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:58.373595] [DEBUG] [LOCAL     ] No optimal features file found for JXN: ./output/feature-sets/JXN.txt
[2025-10-14T23:57:58.373673] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:58.373724] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:58.373755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:58.373813] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:58.390513] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:58.391090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:58.391168] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:58.391202] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:58.424994] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:58.425073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:58.425136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:58.425167] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:58.430896] [DEBUG] [FORECASTER] JXN: Forecast T+1@11:T+2@11: UP (p=90.41%)
[2025-10-14T23:57:58.431151] [INFO ] [FORECASTER] Completed predict_future for JXN
[2025-10-14T23:57:58.431274] [INFO ] [sig       ] JXN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:58.568411] [INFO ] [LOCAL     ] Saved forecast: JXN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/JXN.txt
[2025-10-14T23:57:58.568625] [INFO ] [sig       ] [1006/1812] Completed JXN in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:58.568700] [INFO ] [sig       ] [1007/1812] Forecasting K...
[2025-10-14T23:57:58.568750] [INFO ] [sig       ] Generating forecast for: K
[2025-10-14T23:57:58.568783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'K' from 'https://tdm.silogroup.org/data/derivative_storage/K.csv'.
[2025-10-14T23:57:58.578024] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'K'.
[2025-10-14T23:57:58.578412] [INFO ] [FORECASTER] Starting predict_future for K
[2025-10-14T23:57:58.605081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:58.605887] [DEBUG] [LOCAL     ] No optimal features file found for K: ./output/feature-sets/K.txt
[2025-10-14T23:57:58.605947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:58.606001] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:58.606032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:58.606090] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:58.624944] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:58.625756] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:58.625840] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:58.625875] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:58.662693] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:58.662825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:58.662864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:58.662893] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:58.666741] [DEBUG] [FORECASTER] K: Forecast T+1@11:T+2@11: DOWN (p=2.12%)
[2025-10-14T23:57:58.667019] [INFO ] [FORECASTER] Completed predict_future for K
[2025-10-14T23:57:58.667162] [INFO ] [sig       ] K: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:58.807380] [INFO ] [LOCAL     ] Saved forecast: K	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/K.txt
[2025-10-14T23:57:58.807634] [INFO ] [sig       ] [1007/1812] Completed K in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:58.807713] [INFO ] [sig       ] [1008/1812] Forecasting KAI...
[2025-10-14T23:57:58.807750] [INFO ] [sig       ] Generating forecast for: KAI
[2025-10-14T23:57:58.807781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KAI' from 'https://tdm.silogroup.org/data/derivative_storage/KAI.csv'.
[2025-10-14T23:57:58.816376] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KAI'.
[2025-10-14T23:57:58.816639] [INFO ] [FORECASTER] Starting predict_future for KAI
[2025-10-14T23:57:58.841780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:58.842477] [DEBUG] [LOCAL     ] No optimal features file found for KAI: ./output/feature-sets/KAI.txt
[2025-10-14T23:57:58.842533] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:58.842566] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:58.842596] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:58.842677] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:58.860310] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:58.860965] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:58.861064] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:58.861099] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:58.895310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:58.895398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:58.895434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:58.895463] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:58.898608] [DEBUG] [FORECASTER] KAI: Forecast T+1@11:T+2@11: UP (p=73.76%)
[2025-10-14T23:57:58.898896] [INFO ] [FORECASTER] Completed predict_future for KAI
[2025-10-14T23:57:58.899065] [INFO ] [sig       ] KAI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:59.046256] [INFO ] [LOCAL     ] Saved forecast: KAI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KAI.txt
[2025-10-14T23:57:59.046512] [INFO ] [sig       ] [1008/1812] Completed KAI in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:59.046556] [INFO ] [sig       ] [1009/1812] Forecasting KAR...
[2025-10-14T23:57:59.046588] [INFO ] [sig       ] Generating forecast for: KAR
[2025-10-14T23:57:59.046620] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KAR' from 'https://tdm.silogroup.org/data/derivative_storage/KAR.csv'.
[2025-10-14T23:57:59.056258] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KAR'.
[2025-10-14T23:57:59.056530] [INFO ] [FORECASTER] Starting predict_future for KAR
[2025-10-14T23:57:59.081051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:59.081753] [DEBUG] [LOCAL     ] No optimal features file found for KAR: ./output/feature-sets/KAR.txt
[2025-10-14T23:57:59.081807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:59.081840] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:59.081868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:59.081929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:59.098925] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:59.099474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:59.099549] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:59.099582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:59.135383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:59.135541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:59.135582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:59.135612] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:59.142496] [DEBUG] [FORECASTER] KAR: Forecast T+1@11:T+2@11: DOWN (p=6.69%)
[2025-10-14T23:57:59.142903] [INFO ] [FORECASTER] Completed predict_future for KAR
[2025-10-14T23:57:59.143040] [INFO ] [sig       ] KAR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:59.282974] [INFO ] [LOCAL     ] Saved forecast: KAR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KAR.txt
[2025-10-14T23:57:59.283287] [INFO ] [sig       ] [1009/1812] Completed KAR in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:59.283336] [INFO ] [sig       ] [1010/1812] Forecasting KB...
[2025-10-14T23:57:59.283368] [INFO ] [sig       ] Generating forecast for: KB
[2025-10-14T23:57:59.283401] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KB' from 'https://tdm.silogroup.org/data/derivative_storage/KB.csv'.
[2025-10-14T23:57:59.292195] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KB'.
[2025-10-14T23:57:59.292477] [INFO ] [FORECASTER] Starting predict_future for KB
[2025-10-14T23:57:59.316954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:59.317625] [DEBUG] [LOCAL     ] No optimal features file found for KB: ./output/feature-sets/KB.txt
[2025-10-14T23:57:59.317702] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:59.317743] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:59.317771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:59.317827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:59.334533] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:59.335083] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:59.335163] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:59.335196] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:59.364861] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:59.364949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:59.364984] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:59.365013] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:59.367990] [DEBUG] [FORECASTER] KB: Forecast T+1@11:T+2@11: DOWN (p=16.92%)
[2025-10-14T23:57:59.368271] [INFO ] [FORECASTER] Completed predict_future for KB
[2025-10-14T23:57:59.368406] [INFO ] [sig       ] KB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:59.504439] [INFO ] [LOCAL     ] Saved forecast: KB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KB.txt
[2025-10-14T23:57:59.504626] [INFO ] [sig       ] [1010/1812] Completed KB in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:59.504708] [INFO ] [sig       ] [1011/1812] Forecasting KBDC...
[2025-10-14T23:57:59.504750] [INFO ] [sig       ] Generating forecast for: KBDC
[2025-10-14T23:57:59.504781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBDC' from 'https://tdm.silogroup.org/data/derivative_storage/KBDC.csv'.
[2025-10-14T23:57:59.514009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBDC'.
[2025-10-14T23:57:59.514280] [INFO ] [FORECASTER] Starting predict_future for KBDC
[2025-10-14T23:57:59.539024] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:59.539771] [DEBUG] [LOCAL     ] No optimal features file found for KBDC: ./output/feature-sets/KBDC.txt
[2025-10-14T23:57:59.539826] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:59.539861] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:59.539889] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:59.539944] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:59.557228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:59.557796] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:59.557875] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:59.557908] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:59.590527] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:59.590606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:59.590665] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:59.590721] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:59.593733] [DEBUG] [FORECASTER] KBDC: Forecast T+1@11:T+2@11: UP (p=95.99%)
[2025-10-14T23:57:59.593988] [INFO ] [FORECASTER] Completed predict_future for KBDC
[2025-10-14T23:57:59.594121] [INFO ] [sig       ] KBDC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:57:59.735876] [INFO ] [LOCAL     ] Saved forecast: KBDC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KBDC.txt
[2025-10-14T23:57:59.736085] [INFO ] [sig       ] [1011/1812] Completed KBDC in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-14T23:57:59.736127] [INFO ] [sig       ] [1012/1812] Forecasting KBH...
[2025-10-14T23:57:59.736157] [INFO ] [sig       ] Generating forecast for: KBH
[2025-10-14T23:57:59.736187] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBH' from 'https://tdm.silogroup.org/data/derivative_storage/KBH.csv'.
[2025-10-14T23:57:59.745321] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBH'.
[2025-10-14T23:57:59.745595] [INFO ] [FORECASTER] Starting predict_future for KBH
[2025-10-14T23:57:59.770216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:57:59.770916] [DEBUG] [LOCAL     ] No optimal features file found for KBH: ./output/feature-sets/KBH.txt
[2025-10-14T23:57:59.770973] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:57:59.771005] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:57:59.771033] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:57:59.771090] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:57:59.788377] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:57:59.788939] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:57:59.789024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:57:59.789057] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:57:59.821054] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:57:59.821158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:57:59.821195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:57:59.821223] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:57:59.824210] [DEBUG] [FORECASTER] KBH: Forecast T+1@11:T+2@11: DOWN (p=3.21%)
[2025-10-14T23:57:59.824456] [INFO ] [FORECASTER] Completed predict_future for KBH
[2025-10-14T23:57:59.824575] [INFO ] [sig       ] KBH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:57:59.972410] [INFO ] [LOCAL     ] Saved forecast: KBH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KBH.txt
[2025-10-14T23:57:59.972683] [INFO ] [sig       ] [1012/1812] Completed KBH in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:57:59.972742] [INFO ] [sig       ] [1013/1812] Forecasting KBR...
[2025-10-14T23:57:59.972776] [INFO ] [sig       ] Generating forecast for: KBR
[2025-10-14T23:57:59.972807] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBR' from 'https://tdm.silogroup.org/data/derivative_storage/KBR.csv'.
[2025-10-14T23:57:59.981373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBR'.
[2025-10-14T23:57:59.981687] [INFO ] [FORECASTER] Starting predict_future for KBR
[2025-10-14T23:58:00.006155] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:00.006860] [DEBUG] [LOCAL     ] No optimal features file found for KBR: ./output/feature-sets/KBR.txt
[2025-10-14T23:58:00.006912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:00.006946] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:00.006977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:00.007033] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:00.024022] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:00.024539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:00.024616] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:00.024676] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:00.061690] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:00.061767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:00.061803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:00.061832] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:00.064753] [DEBUG] [FORECASTER] KBR: Forecast T+1@11:T+2@11: DOWN (p=38.78%)
[2025-10-14T23:58:00.065003] [INFO ] [FORECASTER] Completed predict_future for KBR
[2025-10-14T23:58:00.065132] [INFO ] [sig       ] KBR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:00.201974] [INFO ] [LOCAL     ] Saved forecast: KBR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KBR.txt
[2025-10-14T23:58:00.202193] [INFO ] [sig       ] [1013/1812] Completed KBR in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:00.202234] [INFO ] [sig       ] [1014/1812] Forecasting KD...
[2025-10-14T23:58:00.202264] [INFO ] [sig       ] Generating forecast for: KD
[2025-10-14T23:58:00.202294] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KD' from 'https://tdm.silogroup.org/data/derivative_storage/KD.csv'.
[2025-10-14T23:58:00.211700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KD'.
[2025-10-14T23:58:00.212034] [INFO ] [FORECASTER] Starting predict_future for KD
[2025-10-14T23:58:00.236493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:00.237175] [DEBUG] [LOCAL     ] No optimal features file found for KD: ./output/feature-sets/KD.txt
[2025-10-14T23:58:00.237228] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:00.237261] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:00.237304] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:00.237363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:00.257975] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:00.258805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:00.258899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:00.258953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:00.298268] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:00.298361] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:00.298397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:00.298426] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:00.301512] [DEBUG] [FORECASTER] KD: Forecast T+1@11:T+2@11: DOWN (p=43.78%)
[2025-10-14T23:58:00.301800] [INFO ] [FORECASTER] Completed predict_future for KD
[2025-10-14T23:58:00.301942] [INFO ] [sig       ] KD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:00.441204] [INFO ] [LOCAL     ] Saved forecast: KD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KD.txt
[2025-10-14T23:58:00.441475] [INFO ] [sig       ] [1014/1812] Completed KD in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:00.441518] [INFO ] [sig       ] [1015/1812] Forecasting KEN...
[2025-10-14T23:58:00.441548] [INFO ] [sig       ] Generating forecast for: KEN
[2025-10-14T23:58:00.441581] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEN' from 'https://tdm.silogroup.org/data/derivative_storage/KEN.csv'.
[2025-10-14T23:58:00.449840] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEN'.
[2025-10-14T23:58:00.450086] [INFO ] [FORECASTER] Starting predict_future for KEN
[2025-10-14T23:58:00.475153] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:00.475870] [DEBUG] [LOCAL     ] No optimal features file found for KEN: ./output/feature-sets/KEN.txt
[2025-10-14T23:58:00.475924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:00.475959] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:00.475989] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:00.476049] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:00.493707] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:00.494231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:00.494308] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:00.494341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:00.527601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:00.527711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:00.527758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:00.527790] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:00.531068] [DEBUG] [FORECASTER] KEN: Forecast T+1@11:T+2@11: DOWN (p=1.16%)
[2025-10-14T23:58:00.531334] [INFO ] [FORECASTER] Completed predict_future for KEN
[2025-10-14T23:58:00.531465] [INFO ] [sig       ] KEN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:00.670118] [INFO ] [LOCAL     ] Saved forecast: KEN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KEN.txt
[2025-10-14T23:58:00.670337] [INFO ] [sig       ] [1015/1812] Completed KEN in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:00.670377] [INFO ] [sig       ] [1016/1812] Forecasting KEP...
[2025-10-14T23:58:00.670406] [INFO ] [sig       ] Generating forecast for: KEP
[2025-10-14T23:58:00.670436] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEP' from 'https://tdm.silogroup.org/data/derivative_storage/KEP.csv'.
[2025-10-14T23:58:00.678833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEP'.
[2025-10-14T23:58:00.679094] [INFO ] [FORECASTER] Starting predict_future for KEP
[2025-10-14T23:58:00.703042] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:00.703717] [DEBUG] [LOCAL     ] No optimal features file found for KEP: ./output/feature-sets/KEP.txt
[2025-10-14T23:58:00.703771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:00.703803] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:00.703877] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:00.703944] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:00.720661] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:00.721191] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:00.721267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:00.721300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:00.755749] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:00.755837] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:00.755872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:00.755901] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:00.758917] [DEBUG] [FORECASTER] KEP: Forecast T+1@11:T+2@11: UP (p=94.33%)
[2025-10-14T23:58:00.759164] [INFO ] [FORECASTER] Completed predict_future for KEP
[2025-10-14T23:58:00.759289] [INFO ] [sig       ] KEP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:00.899377] [INFO ] [LOCAL     ] Saved forecast: KEP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KEP.txt
[2025-10-14T23:58:00.899616] [INFO ] [sig       ] [1016/1812] Completed KEP in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:00.899694] [INFO ] [sig       ] [1017/1812] Forecasting KEX...
[2025-10-14T23:58:00.899740] [INFO ] [sig       ] Generating forecast for: KEX
[2025-10-14T23:58:00.899773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEX' from 'https://tdm.silogroup.org/data/derivative_storage/KEX.csv'.
[2025-10-14T23:58:00.908441] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEX'.
[2025-10-14T23:58:00.908827] [INFO ] [FORECASTER] Starting predict_future for KEX
[2025-10-14T23:58:00.933538] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:00.934327] [DEBUG] [LOCAL     ] No optimal features file found for KEX: ./output/feature-sets/KEX.txt
[2025-10-14T23:58:00.934381] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:00.934414] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:00.934441] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:00.934497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:00.951373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:00.952091] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:00.952173] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:00.952206] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:00.988890] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:00.989068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:00.989109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:00.989139] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:00.992626] [DEBUG] [FORECASTER] KEX: Forecast T+1@11:T+2@11: UP (p=74.19%)
[2025-10-14T23:58:00.992937] [INFO ] [FORECASTER] Completed predict_future for KEX
[2025-10-14T23:58:00.993071] [INFO ] [sig       ] KEX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:01.140431] [INFO ] [LOCAL     ] Saved forecast: KEX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KEX.txt
[2025-10-14T23:58:01.140700] [INFO ] [sig       ] [1017/1812] Completed KEX in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:01.140760] [INFO ] [sig       ] [1018/1812] Forecasting KEYS...
[2025-10-14T23:58:01.140793] [INFO ] [sig       ] Generating forecast for: KEYS
[2025-10-14T23:58:01.140825] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEYS' from 'https://tdm.silogroup.org/data/derivative_storage/KEYS.csv'.
[2025-10-14T23:58:01.150182] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEYS'.
[2025-10-14T23:58:01.150543] [INFO ] [FORECASTER] Starting predict_future for KEYS
[2025-10-14T23:58:01.176286] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:01.177150] [DEBUG] [LOCAL     ] No optimal features file found for KEYS: ./output/feature-sets/KEYS.txt
[2025-10-14T23:58:01.177208] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:01.177245] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:01.177275] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:01.177335] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:01.194756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:01.195491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:01.195577] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:01.195613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:01.230623] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:01.230818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:01.230862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:01.230892] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:01.234248] [DEBUG] [FORECASTER] KEYS: Forecast T+1@11:T+2@11: DOWN (p=7.31%)
[2025-10-14T23:58:01.234514] [INFO ] [FORECASTER] Completed predict_future for KEYS
[2025-10-14T23:58:01.234669] [INFO ] [sig       ] KEYS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:01.380442] [INFO ] [LOCAL     ] Saved forecast: KEYS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KEYS.txt
[2025-10-14T23:58:01.380696] [INFO ] [sig       ] [1018/1812] Completed KEYS in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:01.380758] [INFO ] [sig       ] [1019/1812] Forecasting KF...
[2025-10-14T23:58:01.380793] [INFO ] [sig       ] Generating forecast for: KF
[2025-10-14T23:58:01.380826] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KF' from 'https://tdm.silogroup.org/data/derivative_storage/KF.csv'.
[2025-10-14T23:58:01.389723] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KF'.
[2025-10-14T23:58:01.389978] [INFO ] [FORECASTER] Starting predict_future for KF
[2025-10-14T23:58:01.414989] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:01.415773] [DEBUG] [LOCAL     ] No optimal features file found for KF: ./output/feature-sets/KF.txt
[2025-10-14T23:58:01.415830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:01.415864] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:01.415895] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:01.415954] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:01.438821] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:01.439564] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:01.439681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:01.439738] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:01.476348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:01.476848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:01.476909] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:01.476941] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:01.481490] [DEBUG] [FORECASTER] KF: Forecast T+1@11:T+2@11: UP (p=57.36%)
[2025-10-14T23:58:01.481796] [INFO ] [FORECASTER] Completed predict_future for KF
[2025-10-14T23:58:01.481936] [INFO ] [sig       ] KF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:01.622197] [INFO ] [LOCAL     ] Saved forecast: KF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KF.txt
[2025-10-14T23:58:01.622427] [INFO ] [sig       ] [1019/1812] Completed KF in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:01.622471] [INFO ] [sig       ] [1020/1812] Forecasting KFRC...
[2025-10-14T23:58:01.622503] [INFO ] [sig       ] Generating forecast for: KFRC
[2025-10-14T23:58:01.622536] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFRC' from 'https://tdm.silogroup.org/data/derivative_storage/KFRC.csv'.
[2025-10-14T23:58:01.631667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFRC'.
[2025-10-14T23:58:01.631939] [INFO ] [FORECASTER] Starting predict_future for KFRC
[2025-10-14T23:58:01.657365] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:01.658225] [DEBUG] [LOCAL     ] No optimal features file found for KFRC: ./output/feature-sets/KFRC.txt
[2025-10-14T23:58:01.658280] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:01.658315] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:01.658343] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:01.658399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:01.676121] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:01.676994] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:01.677076] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:01.677109] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:01.707578] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:01.707696] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:01.707746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:01.707777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:01.710836] [DEBUG] [FORECASTER] KFRC: Forecast T+1@11:T+2@11: DOWN (p=11.67%)
[2025-10-14T23:58:01.711090] [INFO ] [FORECASTER] Completed predict_future for KFRC
[2025-10-14T23:58:01.711215] [INFO ] [sig       ] KFRC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:01.854548] [INFO ] [LOCAL     ] Saved forecast: KFRC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KFRC.txt
[2025-10-14T23:58:01.854822] [INFO ] [sig       ] [1020/1812] Completed KFRC in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:01.854883] [INFO ] [sig       ] [1021/1812] Forecasting KFS...
[2025-10-14T23:58:01.854917] [INFO ] [sig       ] Generating forecast for: KFS
[2025-10-14T23:58:01.854948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFS' from 'https://tdm.silogroup.org/data/derivative_storage/KFS.csv'.
[2025-10-14T23:58:01.863826] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFS'.
[2025-10-14T23:58:01.864102] [INFO ] [FORECASTER] Starting predict_future for KFS
[2025-10-14T23:58:01.890752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:01.891577] [DEBUG] [LOCAL     ] No optimal features file found for KFS: ./output/feature-sets/KFS.txt
[2025-10-14T23:58:01.891635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:01.891715] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:01.891751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:01.891832] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:01.910520] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:01.911488] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:01.911581] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:01.911616] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:01.943292] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:01.943471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:01.943514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:01.943544] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:01.947140] [DEBUG] [FORECASTER] KFS: Forecast T+1@11:T+2@11: DOWN (p=0.86%)
[2025-10-14T23:58:01.947481] [INFO ] [FORECASTER] Completed predict_future for KFS
[2025-10-14T23:58:01.947621] [INFO ] [sig       ] KFS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:02.090541] [INFO ] [LOCAL     ] Saved forecast: KFS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KFS.txt
[2025-10-14T23:58:02.090816] [INFO ] [sig       ] [1021/1812] Completed KFS in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:02.090878] [INFO ] [sig       ] [1022/1812] Forecasting KFY...
[2025-10-14T23:58:02.090912] [INFO ] [sig       ] Generating forecast for: KFY
[2025-10-14T23:58:02.090945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFY' from 'https://tdm.silogroup.org/data/derivative_storage/KFY.csv'.
[2025-10-14T23:58:02.099979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFY'.
[2025-10-14T23:58:02.100411] [INFO ] [FORECASTER] Starting predict_future for KFY
[2025-10-14T23:58:02.126188] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:02.127125] [DEBUG] [LOCAL     ] No optimal features file found for KFY: ./output/feature-sets/KFY.txt
[2025-10-14T23:58:02.127189] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:02.127225] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:02.127253] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:02.127313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:02.144765] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:02.145607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:02.145731] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:02.145776] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:02.176300] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:02.176458] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:02.176499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:02.176529] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:02.179941] [DEBUG] [FORECASTER] KFY: Forecast T+1@11:T+2@11: DOWN (p=38.27%)
[2025-10-14T23:58:02.180211] [INFO ] [FORECASTER] Completed predict_future for KFY
[2025-10-14T23:58:02.180339] [INFO ] [sig       ] KFY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:02.322554] [INFO ] [LOCAL     ] Saved forecast: KFY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KFY.txt
[2025-10-14T23:58:02.322843] [INFO ] [sig       ] [1022/1812] Completed KFY in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:02.322903] [INFO ] [sig       ] [1023/1812] Forecasting KGC...
[2025-10-14T23:58:02.322936] [INFO ] [sig       ] Generating forecast for: KGC
[2025-10-14T23:58:02.322967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KGC' from 'https://tdm.silogroup.org/data/derivative_storage/KGC.csv'.
[2025-10-14T23:58:02.331879] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KGC'.
[2025-10-14T23:58:02.332271] [INFO ] [FORECASTER] Starting predict_future for KGC
[2025-10-14T23:58:02.358190] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:02.359008] [DEBUG] [LOCAL     ] No optimal features file found for KGC: ./output/feature-sets/KGC.txt
[2025-10-14T23:58:02.359065] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:02.359099] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:02.359129] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:02.359187] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:02.377047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:02.377845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:02.377928] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:02.377963] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:02.419999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:02.420167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:02.420207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:02.420238] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:02.423709] [DEBUG] [FORECASTER] KGC: Forecast T+1@11:T+2@11: UP (p=62.49%)
[2025-10-14T23:58:02.423995] [INFO ] [FORECASTER] Completed predict_future for KGC
[2025-10-14T23:58:02.424128] [INFO ] [sig       ] KGC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:02.562996] [INFO ] [LOCAL     ] Saved forecast: KGC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KGC.txt
[2025-10-14T23:58:02.563235] [INFO ] [sig       ] [1023/1812] Completed KGC in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:02.563278] [INFO ] [sig       ] [1024/1812] Forecasting KGS...
[2025-10-14T23:58:02.563309] [INFO ] [sig       ] Generating forecast for: KGS
[2025-10-14T23:58:02.563340] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KGS' from 'https://tdm.silogroup.org/data/derivative_storage/KGS.csv'.
[2025-10-14T23:58:02.572392] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KGS'.
[2025-10-14T23:58:02.572851] [INFO ] [FORECASTER] Starting predict_future for KGS
[2025-10-14T23:58:02.599301] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:02.600136] [DEBUG] [LOCAL     ] No optimal features file found for KGS: ./output/feature-sets/KGS.txt
[2025-10-14T23:58:02.600194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:02.600228] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:02.600257] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:02.600314] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:02.617528] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:02.618453] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:02.618542] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:02.618577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:02.661994] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:02.662180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:02.662223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:02.662258] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:02.666387] [DEBUG] [FORECASTER] KGS: Forecast T+1@11:T+2@11: UP (p=78.18%)
[2025-10-14T23:58:02.666800] [INFO ] [FORECASTER] Completed predict_future for KGS
[2025-10-14T23:58:02.666965] [INFO ] [sig       ] KGS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:02.807041] [INFO ] [LOCAL     ] Saved forecast: KGS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KGS.txt
[2025-10-14T23:58:02.807275] [INFO ] [sig       ] [1024/1812] Completed KGS in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:02.807318] [INFO ] [sig       ] [1025/1812] Forecasting KIM...
[2025-10-14T23:58:02.807348] [INFO ] [sig       ] Generating forecast for: KIM
[2025-10-14T23:58:02.807379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KIM' from 'https://tdm.silogroup.org/data/derivative_storage/KIM.csv'.
[2025-10-14T23:58:02.817002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KIM'.
[2025-10-14T23:58:02.817432] [INFO ] [FORECASTER] Starting predict_future for KIM
[2025-10-14T23:58:02.842704] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:02.843512] [DEBUG] [LOCAL     ] No optimal features file found for KIM: ./output/feature-sets/KIM.txt
[2025-10-14T23:58:02.843567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:02.843601] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:02.843628] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:02.843724] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:02.860450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:02.861305] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:02.861393] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:02.861429] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:02.901294] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:02.901526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:02.901585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:02.901620] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:02.905919] [DEBUG] [FORECASTER] KIM: Forecast T+1@11:T+2@11: DOWN (p=33.14%)
[2025-10-14T23:58:02.906297] [INFO ] [FORECASTER] Completed predict_future for KIM
[2025-10-14T23:58:02.906462] [INFO ] [sig       ] KIM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:03.052537] [INFO ] [LOCAL     ] Saved forecast: KIM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KIM.txt
[2025-10-14T23:58:03.052814] [INFO ] [sig       ] [1025/1812] Completed KIM in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:03.052875] [INFO ] [sig       ] [1026/1812] Forecasting KIO...
[2025-10-14T23:58:03.052909] [INFO ] [sig       ] Generating forecast for: KIO
[2025-10-14T23:58:03.052939] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KIO' from 'https://tdm.silogroup.org/data/derivative_storage/KIO.csv'.
[2025-10-14T23:58:03.062192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KIO'.
[2025-10-14T23:58:03.062452] [INFO ] [FORECASTER] Starting predict_future for KIO
[2025-10-14T23:58:03.086920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:03.087601] [DEBUG] [LOCAL     ] No optimal features file found for KIO: ./output/feature-sets/KIO.txt
[2025-10-14T23:58:03.087676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:03.087725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:03.087757] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:03.087814] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:03.104549] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:03.105169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:03.105248] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:03.105281] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:03.137872] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:03.137947] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:03.137988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:03.138042] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:03.141048] [DEBUG] [FORECASTER] KIO: Forecast T+1@11:T+2@11: DOWN (p=35.71%)
[2025-10-14T23:58:03.141292] [INFO ] [FORECASTER] Completed predict_future for KIO
[2025-10-14T23:58:03.141428] [INFO ] [sig       ] KIO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:03.277990] [INFO ] [LOCAL     ] Saved forecast: KIO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KIO.txt
[2025-10-14T23:58:03.278199] [INFO ] [sig       ] [1026/1812] Completed KIO in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:03.278257] [INFO ] [sig       ] [1027/1812] Forecasting KKRS...
[2025-10-14T23:58:03.278290] [INFO ] [sig       ] Generating forecast for: KKRS
[2025-10-14T23:58:03.278321] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KKRS' from 'https://tdm.silogroup.org/data/derivative_storage/KKRS.csv'.
[2025-10-14T23:58:03.286781] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KKRS'.
[2025-10-14T23:58:03.287033] [INFO ] [FORECASTER] Starting predict_future for KKRS
[2025-10-14T23:58:03.311302] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:03.311983] [DEBUG] [LOCAL     ] No optimal features file found for KKRS: ./output/feature-sets/KKRS.txt
[2025-10-14T23:58:03.312036] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:03.312069] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:03.312096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:03.312152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:03.329170] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:03.329712] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:03.329792] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:03.329826] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:03.364123] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:03.364197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:03.364231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:03.364260] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:03.367181] [DEBUG] [FORECASTER] KKRS: Forecast T+1@11:T+2@11: UP (p=85.74%)
[2025-10-14T23:58:03.367420] [INFO ] [FORECASTER] Completed predict_future for KKRS
[2025-10-14T23:58:03.367551] [INFO ] [sig       ] KKRS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:03.503269] [INFO ] [LOCAL     ] Saved forecast: KKRS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KKRS.txt
[2025-10-14T23:58:03.503472] [INFO ] [sig       ] [1027/1812] Completed KKRS in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:03.503514] [INFO ] [sig       ] [1028/1812] Forecasting KLC...
[2025-10-14T23:58:03.503546] [INFO ] [sig       ] Generating forecast for: KLC
[2025-10-14T23:58:03.503577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KLC' from 'https://tdm.silogroup.org/data/derivative_storage/KLC.csv'.
[2025-10-14T23:58:03.512628] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KLC'.
[2025-10-14T23:58:03.512951] [INFO ] [FORECASTER] Starting predict_future for KLC
[2025-10-14T23:58:03.537444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:03.538241] [DEBUG] [LOCAL     ] No optimal features file found for KLC: ./output/feature-sets/KLC.txt
[2025-10-14T23:58:03.538295] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:03.538328] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:03.538358] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:03.538434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:03.555038] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:03.555604] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:03.555717] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:03.555763] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:03.590356] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:03.590473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:03.590510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:03.590540] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:03.593735] [DEBUG] [FORECASTER] KLC: Forecast T+1@11:T+2@11: DOWN (p=8.62%)
[2025-10-14T23:58:03.593994] [INFO ] [FORECASTER] Completed predict_future for KLC
[2025-10-14T23:58:03.594123] [INFO ] [sig       ] KLC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:03.730125] [INFO ] [LOCAL     ] Saved forecast: KLC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KLC.txt
[2025-10-14T23:58:03.730322] [INFO ] [sig       ] [1028/1812] Completed KLC in 0.2s | 4.23 sym/s | Total: 4.0m | ETA: 3.1m
[2025-10-14T23:58:03.730363] [INFO ] [sig       ] [1029/1812] Forecasting KMI...
[2025-10-14T23:58:03.730394] [INFO ] [sig       ] Generating forecast for: KMI
[2025-10-14T23:58:03.730424] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMI' from 'https://tdm.silogroup.org/data/derivative_storage/KMI.csv'.
[2025-10-14T23:58:03.740253] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMI'.
[2025-10-14T23:58:03.740516] [INFO ] [FORECASTER] Starting predict_future for KMI
[2025-10-14T23:58:03.764782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:03.765438] [DEBUG] [LOCAL     ] No optimal features file found for KMI: ./output/feature-sets/KMI.txt
[2025-10-14T23:58:03.765491] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:03.765568] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:03.765605] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:03.765684] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:03.782587] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:03.783173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:03.783249] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:03.783282] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:03.817867] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:03.818003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:03.818047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:03.818109] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:03.821379] [DEBUG] [FORECASTER] KMI: Forecast T+1@11:T+2@11: UP (p=92.24%)
[2025-10-14T23:58:03.821637] [INFO ] [FORECASTER] Completed predict_future for KMI
[2025-10-14T23:58:03.821809] [INFO ] [sig       ] KMI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:03.957744] [INFO ] [LOCAL     ] Saved forecast: KMI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KMI.txt
[2025-10-14T23:58:03.957949] [INFO ] [sig       ] [1029/1812] Completed KMI in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:03.957992] [INFO ] [sig       ] [1030/1812] Forecasting KMPB...
[2025-10-14T23:58:03.958022] [INFO ] [sig       ] Generating forecast for: KMPB
[2025-10-14T23:58:03.958052] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMPB' from 'https://tdm.silogroup.org/data/derivative_storage/KMPB.csv'.
[2025-10-14T23:58:03.966277] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'KMPB'.
[2025-10-14T23:58:03.966540] [INFO ] [FORECASTER] Starting predict_future for KMPB
[2025-10-14T23:58:03.992209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:03.993016] [DEBUG] [LOCAL     ] No optimal features file found for KMPB: ./output/feature-sets/KMPB.txt
[2025-10-14T23:58:03.993070] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:03.993103] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:03.993131] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:03.993203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:04.010435] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:04.011226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:04.011312] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:04.011346] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:04.045829] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:04.046003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:04.046048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:04.046078] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:04.049557] [DEBUG] [FORECASTER] KMPB: Forecast T+1@11:T+2@11: UP (p=74.50%)
[2025-10-14T23:58:04.049885] [INFO ] [FORECASTER] Completed predict_future for KMPB
[2025-10-14T23:58:04.050031] [INFO ] [sig       ] KMPB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:04.193223] [INFO ] [LOCAL     ] Saved forecast: KMPB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KMPB.txt
[2025-10-14T23:58:04.193462] [INFO ] [sig       ] [1030/1812] Completed KMPB in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:04.193505] [INFO ] [sig       ] [1031/1812] Forecasting KMPR...
[2025-10-14T23:58:04.193534] [INFO ] [sig       ] Generating forecast for: KMPR
[2025-10-14T23:58:04.193565] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMPR' from 'https://tdm.silogroup.org/data/derivative_storage/KMPR.csv'.
[2025-10-14T23:58:04.202941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMPR'.
[2025-10-14T23:58:04.203225] [INFO ] [FORECASTER] Starting predict_future for KMPR
[2025-10-14T23:58:04.227969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:04.228738] [DEBUG] [LOCAL     ] No optimal features file found for KMPR: ./output/feature-sets/KMPR.txt
[2025-10-14T23:58:04.228793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:04.228828] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:04.228857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:04.228919] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:04.246614] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:04.247177] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:04.247257] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:04.247291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:04.283732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:04.283828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:04.283863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:04.283892] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:04.287021] [DEBUG] [FORECASTER] KMPR: Forecast T+1@11:T+2@11: UP (p=93.52%)
[2025-10-14T23:58:04.287279] [INFO ] [FORECASTER] Completed predict_future for KMPR
[2025-10-14T23:58:04.287405] [INFO ] [sig       ] KMPR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:04.427668] [INFO ] [LOCAL     ] Saved forecast: KMPR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KMPR.txt
[2025-10-14T23:58:04.427919] [INFO ] [sig       ] [1031/1812] Completed KMPR in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:04.427964] [INFO ] [sig       ] [1032/1812] Forecasting KMT...
[2025-10-14T23:58:04.427997] [INFO ] [sig       ] Generating forecast for: KMT
[2025-10-14T23:58:04.428030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMT' from 'https://tdm.silogroup.org/data/derivative_storage/KMT.csv'.
[2025-10-14T23:58:04.437122] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMT'.
[2025-10-14T23:58:04.437445] [INFO ] [FORECASTER] Starting predict_future for KMT
[2025-10-14T23:58:04.461759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:04.462459] [DEBUG] [LOCAL     ] No optimal features file found for KMT: ./output/feature-sets/KMT.txt
[2025-10-14T23:58:04.462513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:04.462546] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:04.462574] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:04.462631] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:04.479632] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:04.480193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:04.480270] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:04.480304] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:04.514307] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:04.514411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:04.514447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:04.514475] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:04.517552] [DEBUG] [FORECASTER] KMT: Forecast T+1@11:T+2@11: UP (p=96.66%)
[2025-10-14T23:58:04.517834] [INFO ] [FORECASTER] Completed predict_future for KMT
[2025-10-14T23:58:04.517970] [INFO ] [sig       ] KMT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:04.659140] [INFO ] [LOCAL     ] Saved forecast: KMT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KMT.txt
[2025-10-14T23:58:04.659359] [INFO ] [sig       ] [1032/1812] Completed KMT in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:04.659401] [INFO ] [sig       ] [1033/1812] Forecasting KMX...
[2025-10-14T23:58:04.659433] [INFO ] [sig       ] Generating forecast for: KMX
[2025-10-14T23:58:04.659465] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMX' from 'https://tdm.silogroup.org/data/derivative_storage/KMX.csv'.
[2025-10-14T23:58:04.668559] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMX'.
[2025-10-14T23:58:04.668857] [INFO ] [FORECASTER] Starting predict_future for KMX
[2025-10-14T23:58:04.693038] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:04.693741] [DEBUG] [LOCAL     ] No optimal features file found for KMX: ./output/feature-sets/KMX.txt
[2025-10-14T23:58:04.693795] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:04.693827] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:04.693855] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:04.693911] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:04.710739] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:04.711257] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:04.711334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:04.711366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:04.745611] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:04.745768] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:04.745814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:04.745863] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:04.749133] [DEBUG] [FORECASTER] KMX: Forecast T+1@11:T+2@11: DOWN (p=31.87%)
[2025-10-14T23:58:04.749392] [INFO ] [FORECASTER] Completed predict_future for KMX
[2025-10-14T23:58:04.749517] [INFO ] [sig       ] KMX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:04.891270] [INFO ] [LOCAL     ] Saved forecast: KMX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KMX.txt
[2025-10-14T23:58:04.891488] [INFO ] [sig       ] [1033/1812] Completed KMX in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:04.891528] [INFO ] [sig       ] [1034/1812] Forecasting KN...
[2025-10-14T23:58:04.891560] [INFO ] [sig       ] Generating forecast for: KN
[2025-10-14T23:58:04.891591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KN' from 'https://tdm.silogroup.org/data/derivative_storage/KN.csv'.
[2025-10-14T23:58:04.900201] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KN'.
[2025-10-14T23:58:04.900464] [INFO ] [FORECASTER] Starting predict_future for KN
[2025-10-14T23:58:04.924662] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:04.925356] [DEBUG] [LOCAL     ] No optimal features file found for KN: ./output/feature-sets/KN.txt
[2025-10-14T23:58:04.925409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:04.925442] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:04.925469] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:04.925526] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:04.942442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:04.943004] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:04.943080] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:04.943115] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:04.979710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:04.979814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:04.979851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:04.979881] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:04.983063] [DEBUG] [FORECASTER] KN: Forecast T+1@11:T+2@11: DOWN (p=15.88%)
[2025-10-14T23:58:04.983318] [INFO ] [FORECASTER] Completed predict_future for KN
[2025-10-14T23:58:04.983450] [INFO ] [sig       ] KN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:05.123669] [INFO ] [LOCAL     ] Saved forecast: KN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KN.txt
[2025-10-14T23:58:05.123887] [INFO ] [sig       ] [1034/1812] Completed KN in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:05.123929] [INFO ] [sig       ] [1035/1812] Forecasting KNF...
[2025-10-14T23:58:05.123959] [INFO ] [sig       ] Generating forecast for: KNF
[2025-10-14T23:58:05.123989] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNF' from 'https://tdm.silogroup.org/data/derivative_storage/KNF.csv'.
[2025-10-14T23:58:05.132051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNF'.
[2025-10-14T23:58:05.132316] [INFO ] [FORECASTER] Starting predict_future for KNF
[2025-10-14T23:58:05.156603] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:05.157301] [DEBUG] [LOCAL     ] No optimal features file found for KNF: ./output/feature-sets/KNF.txt
[2025-10-14T23:58:05.157354] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:05.157387] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:05.157415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:05.157471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:05.175301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:05.175881] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:05.175961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:05.175995] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:05.209150] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:05.209238] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:05.209273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:05.209302] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:05.212328] [DEBUG] [FORECASTER] KNF: Forecast T+1@11:T+2@11: DOWN (p=10.68%)
[2025-10-14T23:58:05.212576] [INFO ] [FORECASTER] Completed predict_future for KNF
[2025-10-14T23:58:05.213111] [INFO ] [sig       ] KNF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:05.357673] [INFO ] [LOCAL     ] Saved forecast: KNF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KNF.txt
[2025-10-14T23:58:05.357928] [INFO ] [sig       ] [1035/1812] Completed KNF in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:05.357986] [INFO ] [sig       ] [1036/1812] Forecasting KNOP...
[2025-10-14T23:58:05.358019] [INFO ] [sig       ] Generating forecast for: KNOP
[2025-10-14T23:58:05.358050] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNOP' from 'https://tdm.silogroup.org/data/derivative_storage/KNOP.csv'.
[2025-10-14T23:58:05.367214] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNOP'.
[2025-10-14T23:58:05.367501] [INFO ] [FORECASTER] Starting predict_future for KNOP
[2025-10-14T23:58:05.393839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:05.394588] [DEBUG] [LOCAL     ] No optimal features file found for KNOP: ./output/feature-sets/KNOP.txt
[2025-10-14T23:58:05.394668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:05.394733] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:05.394797] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:05.394894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:05.414098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:05.414861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:05.414954] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:05.414992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:05.448408] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:05.448539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:05.448579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:05.448609] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:05.452201] [DEBUG] [FORECASTER] KNOP: Forecast T+1@11:T+2@11: DOWN (p=0.67%)
[2025-10-14T23:58:05.452557] [INFO ] [FORECASTER] Completed predict_future for KNOP
[2025-10-14T23:58:05.452773] [INFO ] [sig       ] KNOP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:05.599194] [INFO ] [LOCAL     ] Saved forecast: KNOP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KNOP.txt
[2025-10-14T23:58:05.599420] [INFO ] [sig       ] [1036/1812] Completed KNOP in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:05.599462] [INFO ] [sig       ] [1037/1812] Forecasting KNSL...
[2025-10-14T23:58:05.599492] [INFO ] [sig       ] Generating forecast for: KNSL
[2025-10-14T23:58:05.599523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNSL' from 'https://tdm.silogroup.org/data/derivative_storage/KNSL.csv'.
[2025-10-14T23:58:05.608799] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNSL'.
[2025-10-14T23:58:05.609164] [INFO ] [FORECASTER] Starting predict_future for KNSL
[2025-10-14T23:58:05.634878] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:05.635678] [DEBUG] [LOCAL     ] No optimal features file found for KNSL: ./output/feature-sets/KNSL.txt
[2025-10-14T23:58:05.635736] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:05.635770] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:05.635798] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:05.635855] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:05.652836] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:05.653438] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:05.653515] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:05.653549] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:05.687448] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:05.687614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:05.687685] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:05.687734] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:05.691171] [DEBUG] [FORECASTER] KNSL: Forecast T+1@11:T+2@11: DOWN (p=0.69%)
[2025-10-14T23:58:05.691443] [INFO ] [FORECASTER] Completed predict_future for KNSL
[2025-10-14T23:58:05.691573] [INFO ] [sig       ] KNSL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:05.827622] [INFO ] [LOCAL     ] Saved forecast: KNSL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KNSL.txt
[2025-10-14T23:58:05.827881] [INFO ] [sig       ] [1037/1812] Completed KNSL in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-14T23:58:05.827926] [INFO ] [sig       ] [1038/1812] Forecasting KNTK...
[2025-10-14T23:58:05.827956] [INFO ] [sig       ] Generating forecast for: KNTK
[2025-10-14T23:58:05.827985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNTK' from 'https://tdm.silogroup.org/data/derivative_storage/KNTK.csv'.
[2025-10-14T23:58:05.836988] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNTK'.
[2025-10-14T23:58:05.837422] [INFO ] [FORECASTER] Starting predict_future for KNTK
[2025-10-14T23:58:05.862995] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:05.863928] [DEBUG] [LOCAL     ] No optimal features file found for KNTK: ./output/feature-sets/KNTK.txt
[2025-10-14T23:58:05.863985] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:05.864020] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:05.864048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:05.864109] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:05.881272] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:05.882342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:05.882448] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:05.882484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:05.924209] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:05.924388] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:05.924430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:05.924462] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:05.928515] [DEBUG] [FORECASTER] KNTK: Forecast T+1@11:T+2@11: UP (p=88.68%)
[2025-10-14T23:58:05.928932] [INFO ] [FORECASTER] Completed predict_future for KNTK
[2025-10-14T23:58:05.929126] [INFO ] [sig       ] KNTK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:06.094063] [INFO ] [LOCAL     ] Saved forecast: KNTK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KNTK.txt
[2025-10-14T23:58:06.094314] [INFO ] [sig       ] [1038/1812] Completed KNTK in 0.3s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:06.094368] [INFO ] [sig       ] [1039/1812] Forecasting KNX...
[2025-10-14T23:58:06.094401] [INFO ] [sig       ] Generating forecast for: KNX
[2025-10-14T23:58:06.094482] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNX' from 'https://tdm.silogroup.org/data/derivative_storage/KNX.csv'.
[2025-10-14T23:58:06.103462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNX'.
[2025-10-14T23:58:06.103788] [INFO ] [FORECASTER] Starting predict_future for KNX
[2025-10-14T23:58:06.128363] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:06.129074] [DEBUG] [LOCAL     ] No optimal features file found for KNX: ./output/feature-sets/KNX.txt
[2025-10-14T23:58:06.129130] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:06.129163] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:06.129191] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:06.129247] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:06.146282] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:06.147134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:06.147218] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:06.147252] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:06.188423] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:06.188603] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:06.188667] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:06.188725] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:06.192257] [DEBUG] [FORECASTER] KNX: Forecast T+1@11:T+2@11: DOWN (p=3.16%)
[2025-10-14T23:58:06.192565] [INFO ] [FORECASTER] Completed predict_future for KNX
[2025-10-14T23:58:06.192733] [INFO ] [sig       ] KNX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:06.341284] [INFO ] [LOCAL     ] Saved forecast: KNX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KNX.txt
[2025-10-14T23:58:06.341530] [INFO ] [sig       ] [1039/1812] Completed KNX in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:06.341574] [INFO ] [sig       ] [1040/1812] Forecasting KODK...
[2025-10-14T23:58:06.341604] [INFO ] [sig       ] Generating forecast for: KODK
[2025-10-14T23:58:06.341635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KODK' from 'https://tdm.silogroup.org/data/derivative_storage/KODK.csv'.
[2025-10-14T23:58:06.350706] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KODK'.
[2025-10-14T23:58:06.351089] [INFO ] [FORECASTER] Starting predict_future for KODK
[2025-10-14T23:58:06.376719] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:06.377566] [DEBUG] [LOCAL     ] No optimal features file found for KODK: ./output/feature-sets/KODK.txt
[2025-10-14T23:58:06.377624] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:06.377723] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:06.377765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:06.377823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:06.394595] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:06.395383] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:06.395466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:06.395500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:06.431304] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:06.431425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:06.431463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:06.431512] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:06.434735] [DEBUG] [FORECASTER] KODK: Forecast T+1@11:T+2@11: DOWN (p=32.31%)
[2025-10-14T23:58:06.434995] [INFO ] [FORECASTER] Completed predict_future for KODK
[2025-10-14T23:58:06.435126] [INFO ] [sig       ] KODK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:06.572222] [INFO ] [LOCAL     ] Saved forecast: KODK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KODK.txt
[2025-10-14T23:58:06.572504] [INFO ] [sig       ] [1040/1812] Completed KODK in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:06.572548] [INFO ] [sig       ] [1041/1812] Forecasting KOF...
[2025-10-14T23:58:06.572579] [INFO ] [sig       ] Generating forecast for: KOF
[2025-10-14T23:58:06.572610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOF' from 'https://tdm.silogroup.org/data/derivative_storage/KOF.csv'.
[2025-10-14T23:58:06.581451] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOF'.
[2025-10-14T23:58:06.581822] [INFO ] [FORECASTER] Starting predict_future for KOF
[2025-10-14T23:58:06.606457] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:06.607251] [DEBUG] [LOCAL     ] No optimal features file found for KOF: ./output/feature-sets/KOF.txt
[2025-10-14T23:58:06.607305] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:06.607339] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:06.607367] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:06.607425] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:06.624268] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:06.624861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:06.624940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:06.624973] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:06.660773] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:06.660901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:06.660939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:06.660969] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:06.664174] [DEBUG] [FORECASTER] KOF: Forecast T+1@11:T+2@11: UP (p=82.19%)
[2025-10-14T23:58:06.664433] [INFO ] [FORECASTER] Completed predict_future for KOF
[2025-10-14T23:58:06.664562] [INFO ] [sig       ] KOF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:06.815343] [INFO ] [LOCAL     ] Saved forecast: KOF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KOF.txt
[2025-10-14T23:58:06.815584] [INFO ] [sig       ] [1041/1812] Completed KOF in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:06.815626] [INFO ] [sig       ] [1042/1812] Forecasting KOP...
[2025-10-14T23:58:06.815694] [INFO ] [sig       ] Generating forecast for: KOP
[2025-10-14T23:58:06.815739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOP' from 'https://tdm.silogroup.org/data/derivative_storage/KOP.csv'.
[2025-10-14T23:58:06.824323] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOP'.
[2025-10-14T23:58:06.824667] [INFO ] [FORECASTER] Starting predict_future for KOP
[2025-10-14T23:58:06.849073] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:06.849841] [DEBUG] [LOCAL     ] No optimal features file found for KOP: ./output/feature-sets/KOP.txt
[2025-10-14T23:58:06.849931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:06.849971] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:06.850001] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:06.850059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:06.867214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:06.867879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:06.867960] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:06.867993] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:06.901937] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:06.902092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:06.902130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:06.902160] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:06.905534] [DEBUG] [FORECASTER] KOP: Forecast T+1@11:T+2@11: DOWN (p=1.56%)
[2025-10-14T23:58:06.905843] [INFO ] [FORECASTER] Completed predict_future for KOP
[2025-10-14T23:58:06.905984] [INFO ] [sig       ] KOP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:07.045490] [INFO ] [LOCAL     ] Saved forecast: KOP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KOP.txt
[2025-10-14T23:58:07.045754] [INFO ] [sig       ] [1042/1812] Completed KOP in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:07.045814] [INFO ] [sig       ] [1043/1812] Forecasting KORE...
[2025-10-14T23:58:07.045847] [INFO ] [sig       ] Generating forecast for: KORE
[2025-10-14T23:58:07.045878] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KORE' from 'https://tdm.silogroup.org/data/derivative_storage/KORE.csv'.
[2025-10-14T23:58:07.054201] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'KORE'.
[2025-10-14T23:58:07.054600] [INFO ] [FORECASTER] Starting predict_future for KORE
[2025-10-14T23:58:07.081730] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:07.082563] [DEBUG] [LOCAL     ] No optimal features file found for KORE: ./output/feature-sets/KORE.txt
[2025-10-14T23:58:07.082618] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:07.082684] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:07.082732] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:07.082792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:07.100480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:07.101141] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:07.101224] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:07.101258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:07.135128] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:07.135294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:07.135334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:07.135364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:07.138814] [DEBUG] [FORECASTER] KORE: Forecast T+1@11:T+2@11: UP (p=86.91%)
[2025-10-14T23:58:07.139085] [INFO ] [FORECASTER] Completed predict_future for KORE
[2025-10-14T23:58:07.139221] [INFO ] [sig       ] KORE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:07.279634] [INFO ] [LOCAL     ] Saved forecast: KORE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KORE.txt
[2025-10-14T23:58:07.279896] [INFO ] [sig       ] [1043/1812] Completed KORE in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:07.279940] [INFO ] [sig       ] [1044/1812] Forecasting KOS...
[2025-10-14T23:58:07.279971] [INFO ] [sig       ] Generating forecast for: KOS
[2025-10-14T23:58:07.280002] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOS' from 'https://tdm.silogroup.org/data/derivative_storage/KOS.csv'.
[2025-10-14T23:58:07.288797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOS'.
[2025-10-14T23:58:07.289106] [INFO ] [FORECASTER] Starting predict_future for KOS
[2025-10-14T23:58:07.313553] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:07.314347] [DEBUG] [LOCAL     ] No optimal features file found for KOS: ./output/feature-sets/KOS.txt
[2025-10-14T23:58:07.314400] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:07.314434] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:07.314461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:07.314517] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:07.331908] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:07.332616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:07.332734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:07.332776] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:07.368906] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:07.369073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:07.369112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:07.369142] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:07.372535] [DEBUG] [FORECASTER] KOS: Forecast T+1@11:T+2@11: UP (p=86.02%)
[2025-10-14T23:58:07.372840] [INFO ] [FORECASTER] Completed predict_future for KOS
[2025-10-14T23:58:07.372976] [INFO ] [sig       ] KOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:07.511471] [INFO ] [LOCAL     ] Saved forecast: KOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KOS.txt
[2025-10-14T23:58:07.511717] [INFO ] [sig       ] [1044/1812] Completed KOS in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:07.511776] [INFO ] [sig       ] [1045/1812] Forecasting KR...
[2025-10-14T23:58:07.511809] [INFO ] [sig       ] Generating forecast for: KR
[2025-10-14T23:58:07.511841] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KR' from 'https://tdm.silogroup.org/data/derivative_storage/KR.csv'.
[2025-10-14T23:58:07.520921] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KR'.
[2025-10-14T23:58:07.521258] [INFO ] [FORECASTER] Starting predict_future for KR
[2025-10-14T23:58:07.545713] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:07.546418] [DEBUG] [LOCAL     ] No optimal features file found for KR: ./output/feature-sets/KR.txt
[2025-10-14T23:58:07.546471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:07.546504] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:07.546533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:07.546589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:07.563904] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:07.564477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:07.564597] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:07.564637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:07.598401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:07.598536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:07.598576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:07.598604] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:07.601874] [DEBUG] [FORECASTER] KR: Forecast T+1@11:T+2@11: UP (p=52.68%)
[2025-10-14T23:58:07.602132] [INFO ] [FORECASTER] Completed predict_future for KR
[2025-10-14T23:58:07.602257] [INFO ] [sig       ] KR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:07.740990] [INFO ] [LOCAL     ] Saved forecast: KR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KR.txt
[2025-10-14T23:58:07.741226] [INFO ] [sig       ] [1045/1812] Completed KR in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:07.741276] [INFO ] [sig       ] [1046/1812] Forecasting KRC...
[2025-10-14T23:58:07.741308] [INFO ] [sig       ] Generating forecast for: KRC
[2025-10-14T23:58:07.741338] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRC' from 'https://tdm.silogroup.org/data/derivative_storage/KRC.csv'.
[2025-10-14T23:58:07.749736] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRC'.
[2025-10-14T23:58:07.750018] [INFO ] [FORECASTER] Starting predict_future for KRC
[2025-10-14T23:58:07.774263] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:07.774953] [DEBUG] [LOCAL     ] No optimal features file found for KRC: ./output/feature-sets/KRC.txt
[2025-10-14T23:58:07.775006] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:07.775038] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:07.775066] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:07.775122] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:07.792402] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:07.792969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:07.793049] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:07.793084] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:07.826455] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:07.826561] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:07.826596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:07.826624] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:07.829919] [DEBUG] [FORECASTER] KRC: Forecast T+1@11:T+2@11: DOWN (p=15.36%)
[2025-10-14T23:58:07.830178] [INFO ] [FORECASTER] Completed predict_future for KRC
[2025-10-14T23:58:07.830308] [INFO ] [sig       ] KRC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:07.967985] [INFO ] [LOCAL     ] Saved forecast: KRC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KRC.txt
[2025-10-14T23:58:07.971236] [INFO ] [sig       ] [1046/1812] Completed KRC in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:07.971351] [INFO ] [sig       ] [1047/1812] Forecasting KREF...
[2025-10-14T23:58:07.971397] [INFO ] [sig       ] Generating forecast for: KREF
[2025-10-14T23:58:07.971429] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KREF' from 'https://tdm.silogroup.org/data/derivative_storage/KREF.csv'.
[2025-10-14T23:58:07.980035] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KREF'.
[2025-10-14T23:58:07.980334] [INFO ] [FORECASTER] Starting predict_future for KREF
[2025-10-14T23:58:08.006182] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:08.006946] [DEBUG] [LOCAL     ] No optimal features file found for KREF: ./output/feature-sets/KREF.txt
[2025-10-14T23:58:08.007001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:08.007035] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:08.007064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:08.007123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:08.024776] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:08.025323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:08.025401] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:08.025437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:08.059313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:08.059415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:08.059451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:08.059500] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:08.062751] [DEBUG] [FORECASTER] KREF: Forecast T+1@11:T+2@11: UP (p=92.51%)
[2025-10-14T23:58:08.063009] [INFO ] [FORECASTER] Completed predict_future for KREF
[2025-10-14T23:58:08.063136] [INFO ] [sig       ] KREF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:08.201210] [INFO ] [LOCAL     ] Saved forecast: KREF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KREF.txt
[2025-10-14T23:58:08.201431] [INFO ] [sig       ] [1047/1812] Completed KREF in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:08.201485] [INFO ] [sig       ] [1048/1812] Forecasting KRG...
[2025-10-14T23:58:08.201540] [INFO ] [sig       ] Generating forecast for: KRG
[2025-10-14T23:58:08.201574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRG' from 'https://tdm.silogroup.org/data/derivative_storage/KRG.csv'.
[2025-10-14T23:58:08.210360] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRG'.
[2025-10-14T23:58:08.210731] [INFO ] [FORECASTER] Starting predict_future for KRG
[2025-10-14T23:58:08.235869] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:08.236555] [DEBUG] [LOCAL     ] No optimal features file found for KRG: ./output/feature-sets/KRG.txt
[2025-10-14T23:58:08.236608] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:08.236664] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:08.236719] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:08.236779] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:08.254060] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:08.254608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:08.254713] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:08.254761] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:08.288206] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:08.288299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:08.288335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:08.288364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:08.293142] [DEBUG] [FORECASTER] KRG: Forecast T+1@11:T+2@11: UP (p=80.52%)
[2025-10-14T23:58:08.293391] [INFO ] [FORECASTER] Completed predict_future for KRG
[2025-10-14T23:58:08.293521] [INFO ] [sig       ] KRG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:08.431447] [INFO ] [LOCAL     ] Saved forecast: KRG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KRG.txt
[2025-10-14T23:58:08.431635] [INFO ] [sig       ] [1048/1812] Completed KRG in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:08.431713] [INFO ] [sig       ] [1049/1812] Forecasting KRO...
[2025-10-14T23:58:08.431750] [INFO ] [sig       ] Generating forecast for: KRO
[2025-10-14T23:58:08.431781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRO' from 'https://tdm.silogroup.org/data/derivative_storage/KRO.csv'.
[2025-10-14T23:58:08.439800] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRO'.
[2025-10-14T23:58:08.440064] [INFO ] [FORECASTER] Starting predict_future for KRO
[2025-10-14T23:58:08.464362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:08.465072] [DEBUG] [LOCAL     ] No optimal features file found for KRO: ./output/feature-sets/KRO.txt
[2025-10-14T23:58:08.465125] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:08.465157] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:08.465184] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:08.465244] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:08.482103] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:08.482621] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:08.482721] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:08.482770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:08.515805] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:08.515881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:08.515915] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:08.515942] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:08.518923] [DEBUG] [FORECASTER] KRO: Forecast T+1@11:T+2@11: DOWN (p=14.25%)
[2025-10-14T23:58:08.519171] [INFO ] [FORECASTER] Completed predict_future for KRO
[2025-10-14T23:58:08.519295] [INFO ] [sig       ] KRO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:08.657326] [INFO ] [LOCAL     ] Saved forecast: KRO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KRO.txt
[2025-10-14T23:58:08.657589] [INFO ] [sig       ] [1049/1812] Completed KRO in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:08.657633] [INFO ] [sig       ] [1050/1812] Forecasting KRP...
[2025-10-14T23:58:08.657706] [INFO ] [sig       ] Generating forecast for: KRP
[2025-10-14T23:58:08.657747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRP' from 'https://tdm.silogroup.org/data/derivative_storage/KRP.csv'.
[2025-10-14T23:58:08.667492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRP'.
[2025-10-14T23:58:08.667932] [INFO ] [FORECASTER] Starting predict_future for KRP
[2025-10-14T23:58:08.696165] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:08.696937] [DEBUG] [LOCAL     ] No optimal features file found for KRP: ./output/feature-sets/KRP.txt
[2025-10-14T23:58:08.696993] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:08.697027] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:08.697057] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:08.697115] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:08.716765] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:08.717337] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:08.717418] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:08.717452] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:08.754201] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:08.754314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:08.754354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:08.754384] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:08.757808] [DEBUG] [FORECASTER] KRP: Forecast T+1@11:T+2@11: DOWN (p=48.15%)
[2025-10-14T23:58:08.761689] [INFO ] [FORECASTER] Completed predict_future for KRP
[2025-10-14T23:58:08.761907] [INFO ] [sig       ] KRP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:08.923269] [INFO ] [LOCAL     ] Saved forecast: KRP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KRP.txt
[2025-10-14T23:58:08.923486] [INFO ] [sig       ] [1050/1812] Completed KRP in 0.3s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:08.923526] [INFO ] [sig       ] [1051/1812] Forecasting KSS...
[2025-10-14T23:58:08.923557] [INFO ] [sig       ] Generating forecast for: KSS
[2025-10-14T23:58:08.923588] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KSS' from 'https://tdm.silogroup.org/data/derivative_storage/KSS.csv'.
[2025-10-14T23:58:08.932672] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KSS'.
[2025-10-14T23:58:08.932940] [INFO ] [FORECASTER] Starting predict_future for KSS
[2025-10-14T23:58:08.957342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:08.958096] [DEBUG] [LOCAL     ] No optimal features file found for KSS: ./output/feature-sets/KSS.txt
[2025-10-14T23:58:08.958159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:08.958195] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:08.958222] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:08.958278] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:08.975408] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:08.975964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:08.976042] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:08.976075] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:09.012465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:09.012580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:09.012616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:09.012672] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:09.015864] [DEBUG] [FORECASTER] KSS: Forecast T+1@11:T+2@11: UP (p=84.78%)
[2025-10-14T23:58:09.016119] [INFO ] [FORECASTER] Completed predict_future for KSS
[2025-10-14T23:58:09.016252] [INFO ] [sig       ] KSS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:09.153531] [INFO ] [LOCAL     ] Saved forecast: KSS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KSS.txt
[2025-10-14T23:58:09.153778] [INFO ] [sig       ] [1051/1812] Completed KSS in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:09.153869] [INFO ] [sig       ] [1052/1812] Forecasting KT...
[2025-10-14T23:58:09.153908] [INFO ] [sig       ] Generating forecast for: KT
[2025-10-14T23:58:09.153940] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KT' from 'https://tdm.silogroup.org/data/derivative_storage/KT.csv'.
[2025-10-14T23:58:09.163293] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KT'.
[2025-10-14T23:58:09.163742] [INFO ] [FORECASTER] Starting predict_future for KT
[2025-10-14T23:58:09.188606] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:09.189459] [DEBUG] [LOCAL     ] No optimal features file found for KT: ./output/feature-sets/KT.txt
[2025-10-14T23:58:09.189517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:09.189550] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:09.189578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:09.189634] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:09.206626] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:09.207258] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:09.207336] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:09.207371] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:09.248142] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:09.248249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:09.248285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:09.248318] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:09.251430] [DEBUG] [FORECASTER] KT: Forecast T+1@11:T+2@11: DOWN (p=0.20%)
[2025-10-14T23:58:09.251715] [INFO ] [FORECASTER] Completed predict_future for KT
[2025-10-14T23:58:09.251857] [INFO ] [sig       ] KT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:09.389443] [INFO ] [LOCAL     ] Saved forecast: KT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KT.txt
[2025-10-14T23:58:09.389686] [INFO ] [sig       ] [1052/1812] Completed KT in 0.2s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:09.389754] [INFO ] [sig       ] [1053/1812] Forecasting KTB...
[2025-10-14T23:58:09.389788] [INFO ] [sig       ] Generating forecast for: KTB
[2025-10-14T23:58:09.389821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KTB' from 'https://tdm.silogroup.org/data/derivative_storage/KTB.csv'.
[2025-10-14T23:58:09.399289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KTB'.
[2025-10-14T23:58:09.399675] [INFO ] [FORECASTER] Starting predict_future for KTB
[2025-10-14T23:58:09.427267] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:09.428050] [DEBUG] [LOCAL     ] No optimal features file found for KTB: ./output/feature-sets/KTB.txt
[2025-10-14T23:58:09.428139] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:09.428179] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:09.428208] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:09.428265] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:09.446707] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:09.447348] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:09.447430] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:09.447464] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:09.493190] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:09.493298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:09.493335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:09.493364] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:09.497043] [DEBUG] [FORECASTER] KTB: Forecast T+1@11:T+2@11: UP (p=88.14%)
[2025-10-14T23:58:09.497309] [INFO ] [FORECASTER] Completed predict_future for KTB
[2025-10-14T23:58:09.497447] [INFO ] [sig       ] KTB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:09.654184] [INFO ] [LOCAL     ] Saved forecast: KTB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KTB.txt
[2025-10-14T23:58:09.654453] [INFO ] [sig       ] [1053/1812] Completed KTB in 0.3s | 4.23 sym/s | Total: 4.1m | ETA: 3.0m
[2025-10-14T23:58:09.654514] [INFO ] [sig       ] [1054/1812] Forecasting KTF...
[2025-10-14T23:58:09.654549] [INFO ] [sig       ] Generating forecast for: KTF
[2025-10-14T23:58:09.654580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KTF' from 'https://tdm.silogroup.org/data/derivative_storage/KTF.csv'.
[2025-10-14T23:58:09.664415] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KTF'.
[2025-10-14T23:58:09.664706] [INFO ] [FORECASTER] Starting predict_future for KTF
[2025-10-14T23:58:09.691800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:09.692714] [DEBUG] [LOCAL     ] No optimal features file found for KTF: ./output/feature-sets/KTF.txt
[2025-10-14T23:58:09.692771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:09.692806] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:09.692834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:09.692892] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:09.712824] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:09.713394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:09.713478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:09.713537] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:09.759883] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:09.759991] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:09.760030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:09.760060] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:09.763354] [DEBUG] [FORECASTER] KTF: Forecast T+1@11:T+2@11: DOWN (p=14.81%)
[2025-10-14T23:58:09.763612] [INFO ] [FORECASTER] Completed predict_future for KTF
[2025-10-14T23:58:09.763783] [INFO ] [sig       ] KTF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:09.918935] [INFO ] [LOCAL     ] Saved forecast: KTF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KTF.txt
[2025-10-14T23:58:09.919180] [INFO ] [sig       ] [1054/1812] Completed KTF in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:09.919221] [INFO ] [sig       ] [1055/1812] Forecasting KVUE...
[2025-10-14T23:58:09.919257] [INFO ] [sig       ] Generating forecast for: KVUE
[2025-10-14T23:58:09.919290] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KVUE' from 'https://tdm.silogroup.org/data/derivative_storage/KVUE.csv'.
[2025-10-14T23:58:09.928389] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KVUE'.
[2025-10-14T23:58:09.928731] [INFO ] [FORECASTER] Starting predict_future for KVUE
[2025-10-14T23:58:09.955759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:09.956507] [DEBUG] [LOCAL     ] No optimal features file found for KVUE: ./output/feature-sets/KVUE.txt
[2025-10-14T23:58:09.956581] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:09.956629] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:09.956702] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:09.956772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:09.975005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:09.975593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:09.975694] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:09.975745] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:10.030195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:10.030352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:10.030391] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:10.030420] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:10.034104] [DEBUG] [FORECASTER] KVUE: Forecast T+1@11:T+2@11: UP (p=98.79%)
[2025-10-14T23:58:10.034395] [INFO ] [FORECASTER] Completed predict_future for KVUE
[2025-10-14T23:58:10.034538] [INFO ] [sig       ] KVUE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:10.194870] [INFO ] [LOCAL     ] Saved forecast: KVUE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KVUE.txt
[2025-10-14T23:58:10.195096] [INFO ] [sig       ] [1055/1812] Completed KVUE in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:10.195140] [INFO ] [sig       ] [1056/1812] Forecasting KVYO...
[2025-10-14T23:58:10.195173] [INFO ] [sig       ] Generating forecast for: KVYO
[2025-10-14T23:58:10.195205] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KVYO' from 'https://tdm.silogroup.org/data/derivative_storage/KVYO.csv'.
[2025-10-14T23:58:10.204825] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KVYO'.
[2025-10-14T23:58:10.205170] [INFO ] [FORECASTER] Starting predict_future for KVYO
[2025-10-14T23:58:10.231507] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:10.232615] [DEBUG] [LOCAL     ] No optimal features file found for KVYO: ./output/feature-sets/KVYO.txt
[2025-10-14T23:58:10.232695] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:10.232740] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:10.232769] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:10.232837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:10.253750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:10.254351] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:10.254434] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:10.254467] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:10.300934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:10.301093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:10.301132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:10.301161] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:10.305005] [DEBUG] [FORECASTER] KVYO: Forecast T+1@11:T+2@11: DOWN (p=14.38%)
[2025-10-14T23:58:10.305283] [INFO ] [FORECASTER] Completed predict_future for KVYO
[2025-10-14T23:58:10.305419] [INFO ] [sig       ] KVYO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:10.461850] [INFO ] [LOCAL     ] Saved forecast: KVYO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KVYO.txt
[2025-10-14T23:58:10.462106] [INFO ] [sig       ] [1056/1812] Completed KVYO in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:10.462149] [INFO ] [sig       ] [1057/1812] Forecasting KW...
[2025-10-14T23:58:10.462179] [INFO ] [sig       ] Generating forecast for: KW
[2025-10-14T23:58:10.462211] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KW' from 'https://tdm.silogroup.org/data/derivative_storage/KW.csv'.
[2025-10-14T23:58:10.471562] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KW'.
[2025-10-14T23:58:10.471962] [INFO ] [FORECASTER] Starting predict_future for KW
[2025-10-14T23:58:10.499469] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:10.500228] [DEBUG] [LOCAL     ] No optimal features file found for KW: ./output/feature-sets/KW.txt
[2025-10-14T23:58:10.500302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:10.500357] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:10.500388] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:10.500448] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:10.518995] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:10.519618] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:10.519723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:10.519765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:10.565315] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:10.565431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:10.565476] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:10.565534] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:10.568924] [DEBUG] [FORECASTER] KW: Forecast T+1@11:T+2@11: UP (p=51.67%)
[2025-10-14T23:58:10.569203] [INFO ] [FORECASTER] Completed predict_future for KW
[2025-10-14T23:58:10.569355] [INFO ] [sig       ] KW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:10.726491] [INFO ] [LOCAL     ] Saved forecast: KW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KW.txt
[2025-10-14T23:58:10.726743] [INFO ] [sig       ] [1057/1812] Completed KW in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:10.726805] [INFO ] [sig       ] [1058/1812] Forecasting KWR...
[2025-10-14T23:58:10.726840] [INFO ] [sig       ] Generating forecast for: KWR
[2025-10-14T23:58:10.726872] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KWR' from 'https://tdm.silogroup.org/data/derivative_storage/KWR.csv'.
[2025-10-14T23:58:10.736219] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KWR'.
[2025-10-14T23:58:10.736503] [INFO ] [FORECASTER] Starting predict_future for KWR
[2025-10-14T23:58:10.763025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:10.763849] [DEBUG] [LOCAL     ] No optimal features file found for KWR: ./output/feature-sets/KWR.txt
[2025-10-14T23:58:10.763904] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:10.763936] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:10.763963] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:10.764069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:10.784225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:10.784832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:10.784910] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:10.784943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:10.833946] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:10.834116] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:10.834185] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:10.834244] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:10.838246] [DEBUG] [FORECASTER] KWR: Forecast T+1@11:T+2@11: DOWN (p=35.58%)
[2025-10-14T23:58:10.838537] [INFO ] [FORECASTER] Completed predict_future for KWR
[2025-10-14T23:58:10.838714] [INFO ] [sig       ] KWR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:10.996714] [INFO ] [LOCAL     ] Saved forecast: KWR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/KWR.txt
[2025-10-14T23:58:10.996917] [INFO ] [sig       ] [1058/1812] Completed KWR in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:10.996959] [INFO ] [sig       ] [1059/1812] Forecasting KYN...
[2025-10-14T23:58:10.996990] [INFO ] [sig       ] Generating forecast for: KYN
[2025-10-14T23:58:10.997020] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KYN' from 'https://tdm.silogroup.org/data/derivative_storage/KYN.csv'.
[2025-10-14T23:58:11.006785] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KYN'.
[2025-10-14T23:58:11.007173] [INFO ] [FORECASTER] Starting predict_future for KYN
[2025-10-14T23:58:11.034379] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:11.035157] [DEBUG] [LOCAL     ] No optimal features file found for KYN: ./output/feature-sets/KYN.txt
[2025-10-14T23:58:11.035212] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:11.035250] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:11.035279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:11.035336] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:11.054630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:11.055203] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:11.055280] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:11.055314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:11.098265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:11.098395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:11.098435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:11.098465] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:11.101886] [DEBUG] [FORECASTER] KYN: Forecast T+1@11:T+2@11: UP (p=93.47%)
[2025-10-14T23:58:11.102233] [INFO ] [FORECASTER] Completed predict_future for KYN
[2025-10-14T23:58:11.102390] [INFO ] [sig       ] KYN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:11.259122] [INFO ] [LOCAL     ] Saved forecast: KYN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/KYN.txt
[2025-10-14T23:58:11.259386] [INFO ] [sig       ] [1059/1812] Completed KYN in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:11.259431] [INFO ] [sig       ] [1060/1812] Forecasting LAC...
[2025-10-14T23:58:11.259472] [INFO ] [sig       ] Generating forecast for: LAC
[2025-10-14T23:58:11.259507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAC' from 'https://tdm.silogroup.org/data/derivative_storage/LAC.csv'.
[2025-10-14T23:58:11.268808] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAC'.
[2025-10-14T23:58:11.269106] [INFO ] [FORECASTER] Starting predict_future for LAC
[2025-10-14T23:58:11.297151] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:11.297930] [DEBUG] [LOCAL     ] No optimal features file found for LAC: ./output/feature-sets/LAC.txt
[2025-10-14T23:58:11.297985] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:11.298018] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:11.298044] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:11.298142] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:11.318040] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:11.318668] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:11.318752] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:11.318786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:11.357627] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:11.357743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:11.357785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:11.357814] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:11.361300] [DEBUG] [FORECASTER] LAC: Forecast T+1@11:T+2@11: UP (p=58.25%)
[2025-10-14T23:58:11.361605] [INFO ] [FORECASTER] Completed predict_future for LAC
[2025-10-14T23:58:11.361786] [INFO ] [sig       ] LAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:11.503810] [INFO ] [LOCAL     ] Saved forecast: LAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LAC.txt
[2025-10-14T23:58:11.504019] [INFO ] [sig       ] [1060/1812] Completed LAC in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:11.504061] [INFO ] [sig       ] [1061/1812] Forecasting LAD...
[2025-10-14T23:58:11.504092] [INFO ] [sig       ] Generating forecast for: LAD
[2025-10-14T23:58:11.504124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAD' from 'https://tdm.silogroup.org/data/derivative_storage/LAD.csv'.
[2025-10-14T23:58:11.513092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAD'.
[2025-10-14T23:58:11.513383] [INFO ] [FORECASTER] Starting predict_future for LAD
[2025-10-14T23:58:11.538440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:11.539155] [DEBUG] [LOCAL     ] No optimal features file found for LAD: ./output/feature-sets/LAD.txt
[2025-10-14T23:58:11.539208] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:11.539239] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:11.539267] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:11.539323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:11.556609] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:11.557182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:11.557261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:11.557293] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:11.593223] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:11.593320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:11.593764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:11.593802] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:11.597059] [DEBUG] [FORECASTER] LAD: Forecast T+1@11:T+2@11: UP (p=82.83%)
[2025-10-14T23:58:11.597367] [INFO ] [FORECASTER] Completed predict_future for LAD
[2025-10-14T23:58:11.597501] [INFO ] [sig       ] LAD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:11.741385] [INFO ] [LOCAL     ] Saved forecast: LAD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LAD.txt
[2025-10-14T23:58:11.741673] [INFO ] [sig       ] [1061/1812] Completed LAD in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:11.741732] [INFO ] [sig       ] [1062/1812] Forecasting LADR...
[2025-10-14T23:58:11.741767] [INFO ] [sig       ] Generating forecast for: LADR
[2025-10-14T23:58:11.741798] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LADR' from 'https://tdm.silogroup.org/data/derivative_storage/LADR.csv'.
[2025-10-14T23:58:11.751323] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LADR'.
[2025-10-14T23:58:11.751616] [INFO ] [FORECASTER] Starting predict_future for LADR
[2025-10-14T23:58:11.776145] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:11.776849] [DEBUG] [LOCAL     ] No optimal features file found for LADR: ./output/feature-sets/LADR.txt
[2025-10-14T23:58:11.776902] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:11.776933] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:11.776960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:11.777016] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:11.794549] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:11.795182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:11.795264] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:11.795296] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:11.832948] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:11.833091] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:11.833131] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:11.833161] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:11.836458] [DEBUG] [FORECASTER] LADR: Forecast T+1@11:T+2@11: UP (p=96.79%)
[2025-10-14T23:58:11.836762] [INFO ] [FORECASTER] Completed predict_future for LADR
[2025-10-14T23:58:11.836903] [INFO ] [sig       ] LADR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:11.974145] [INFO ] [LOCAL     ] Saved forecast: LADR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LADR.txt
[2025-10-14T23:58:11.974363] [INFO ] [sig       ] [1062/1812] Completed LADR in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:11.974404] [INFO ] [sig       ] [1063/1812] Forecasting LANV...
[2025-10-14T23:58:11.974435] [INFO ] [sig       ] Generating forecast for: LANV
[2025-10-14T23:58:11.974467] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LANV' from 'https://tdm.silogroup.org/data/derivative_storage/LANV.csv'.
[2025-10-14T23:58:11.982526] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LANV'.
[2025-10-14T23:58:11.982806] [INFO ] [FORECASTER] Starting predict_future for LANV
[2025-10-14T23:58:12.007416] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:12.008232] [DEBUG] [LOCAL     ] No optimal features file found for LANV: ./output/feature-sets/LANV.txt
[2025-10-14T23:58:12.008290] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:12.008327] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:12.008355] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:12.008410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:12.025352] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:12.025915] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:12.026010] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:12.026043] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:12.060621] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:12.060753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:12.060796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:12.060827] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:12.063976] [DEBUG] [FORECASTER] LANV: Forecast T+1@11:T+2@11: UP (p=91.84%)
[2025-10-14T23:58:12.064239] [INFO ] [FORECASTER] Completed predict_future for LANV
[2025-10-14T23:58:12.064370] [INFO ] [sig       ] LANV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:12.203204] [INFO ] [LOCAL     ] Saved forecast: LANV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LANV.txt
[2025-10-14T23:58:12.203443] [INFO ] [sig       ] [1063/1812] Completed LANV in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-14T23:58:12.203486] [INFO ] [sig       ] [1064/1812] Forecasting LAW...
[2025-10-14T23:58:12.203518] [INFO ] [sig       ] Generating forecast for: LAW
[2025-10-14T23:58:12.203550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAW' from 'https://tdm.silogroup.org/data/derivative_storage/LAW.csv'.
[2025-10-14T23:58:12.212033] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAW'.
[2025-10-14T23:58:12.212308] [INFO ] [FORECASTER] Starting predict_future for LAW
[2025-10-14T23:58:12.236488] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:12.237201] [DEBUG] [LOCAL     ] No optimal features file found for LAW: ./output/feature-sets/LAW.txt
[2025-10-14T23:58:12.237266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:12.237307] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:12.237343] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:12.237416] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:12.254373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:12.254935] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:12.255018] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:12.255051] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:12.291479] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:12.291592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:12.291629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:12.291697] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:12.294826] [DEBUG] [FORECASTER] LAW: Forecast T+1@11:T+2@11: UP (p=94.34%)
[2025-10-14T23:58:12.295075] [INFO ] [FORECASTER] Completed predict_future for LAW
[2025-10-14T23:58:12.295207] [INFO ] [sig       ] LAW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:12.432710] [INFO ] [LOCAL     ] Saved forecast: LAW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LAW.txt
[2025-10-14T23:58:12.432966] [INFO ] [sig       ] [1064/1812] Completed LAW in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:12.433015] [INFO ] [sig       ] [1065/1812] Forecasting LAZ...
[2025-10-14T23:58:12.433047] [INFO ] [sig       ] Generating forecast for: LAZ
[2025-10-14T23:58:12.433079] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAZ' from 'https://tdm.silogroup.org/data/derivative_storage/LAZ.csv'.
[2025-10-14T23:58:12.441682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAZ'.
[2025-10-14T23:58:12.441982] [INFO ] [FORECASTER] Starting predict_future for LAZ
[2025-10-14T23:58:12.466209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:12.466932] [DEBUG] [LOCAL     ] No optimal features file found for LAZ: ./output/feature-sets/LAZ.txt
[2025-10-14T23:58:12.467002] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:12.467036] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:12.467064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:12.467121] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:12.484338] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:12.484926] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:12.485003] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:12.485035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:12.520311] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:12.520420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:12.520455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:12.520484] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:12.523669] [DEBUG] [FORECASTER] LAZ: Forecast T+1@11:T+2@11: UP (p=97.02%)
[2025-10-14T23:58:12.523933] [INFO ] [FORECASTER] Completed predict_future for LAZ
[2025-10-14T23:58:12.524063] [INFO ] [sig       ] LAZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:12.660887] [INFO ] [LOCAL     ] Saved forecast: LAZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LAZ.txt
[2025-10-14T23:58:12.661095] [INFO ] [sig       ] [1065/1812] Completed LAZ in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:12.661136] [INFO ] [sig       ] [1066/1812] Forecasting LB...
[2025-10-14T23:58:12.661167] [INFO ] [sig       ] Generating forecast for: LB
[2025-10-14T23:58:12.661197] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LB' from 'https://tdm.silogroup.org/data/derivative_storage/LB.csv'.
[2025-10-14T23:58:12.669807] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LB'.
[2025-10-14T23:58:12.670073] [INFO ] [FORECASTER] Starting predict_future for LB
[2025-10-14T23:58:12.694826] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:12.695495] [DEBUG] [LOCAL     ] No optimal features file found for LB: ./output/feature-sets/LB.txt
[2025-10-14T23:58:12.695547] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:12.695579] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:12.695606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:12.695682] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:12.712622] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:12.713184] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:12.713262] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:12.713295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:12.747923] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:12.748025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:12.748073] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:12.748129] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:12.751220] [DEBUG] [FORECASTER] LB: Forecast T+1@11:T+2@11: UP (p=65.74%)
[2025-10-14T23:58:12.751474] [INFO ] [FORECASTER] Completed predict_future for LB
[2025-10-14T23:58:12.751610] [INFO ] [sig       ] LB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:12.945717] [INFO ] [LOCAL     ] Saved forecast: LB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LB.txt
[2025-10-14T23:58:12.945969] [INFO ] [sig       ] [1066/1812] Completed LB in 0.3s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:12.946013] [INFO ] [sig       ] [1067/1812] Forecasting LBRT...
[2025-10-14T23:58:12.946044] [INFO ] [sig       ] Generating forecast for: LBRT
[2025-10-14T23:58:12.946084] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LBRT' from 'https://tdm.silogroup.org/data/derivative_storage/LBRT.csv'.
[2025-10-14T23:58:12.954844] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LBRT'.
[2025-10-14T23:58:12.955117] [INFO ] [FORECASTER] Starting predict_future for LBRT
[2025-10-14T23:58:12.979527] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:12.980236] [DEBUG] [LOCAL     ] No optimal features file found for LBRT: ./output/feature-sets/LBRT.txt
[2025-10-14T23:58:12.980293] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:12.980326] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:12.980355] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:12.980411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:12.997261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:12.997838] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:12.997916] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:12.997950] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:13.033282] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:13.033394] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:13.033430] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:13.033460] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:13.036701] [DEBUG] [FORECASTER] LBRT: Forecast T+1@11:T+2@11: DOWN (p=43.75%)
[2025-10-14T23:58:13.036962] [INFO ] [FORECASTER] Completed predict_future for LBRT
[2025-10-14T23:58:13.037089] [INFO ] [sig       ] LBRT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:13.175151] [INFO ] [LOCAL     ] Saved forecast: LBRT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LBRT.txt
[2025-10-14T23:58:13.175348] [INFO ] [sig       ] [1067/1812] Completed LBRT in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:13.175390] [INFO ] [sig       ] [1068/1812] Forecasting LC...
[2025-10-14T23:58:13.175421] [INFO ] [sig       ] Generating forecast for: LC
[2025-10-14T23:58:13.175452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LC' from 'https://tdm.silogroup.org/data/derivative_storage/LC.csv'.
[2025-10-14T23:58:13.184223] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LC'.
[2025-10-14T23:58:13.184537] [INFO ] [FORECASTER] Starting predict_future for LC
[2025-10-14T23:58:13.208769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:13.209436] [DEBUG] [LOCAL     ] No optimal features file found for LC: ./output/feature-sets/LC.txt
[2025-10-14T23:58:13.209489] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:13.209521] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:13.209548] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:13.209609] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:13.226423] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:13.226979] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:13.227054] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:13.227087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:13.262012] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:13.262184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:13.262226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:13.262256] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:13.265714] [DEBUG] [FORECASTER] LC: Forecast T+1@11:T+2@11: DOWN (p=1.25%)
[2025-10-14T23:58:13.266009] [INFO ] [FORECASTER] Completed predict_future for LC
[2025-10-14T23:58:13.266144] [INFO ] [sig       ] LC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:13.406432] [INFO ] [LOCAL     ] Saved forecast: LC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LC.txt
[2025-10-14T23:58:13.406667] [INFO ] [sig       ] [1068/1812] Completed LC in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:13.406728] [INFO ] [sig       ] [1069/1812] Forecasting LCII...
[2025-10-14T23:58:13.406762] [INFO ] [sig       ] Generating forecast for: LCII
[2025-10-14T23:58:13.406793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LCII' from 'https://tdm.silogroup.org/data/derivative_storage/LCII.csv'.
[2025-10-14T23:58:13.415706] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LCII'.
[2025-10-14T23:58:13.415984] [INFO ] [FORECASTER] Starting predict_future for LCII
[2025-10-14T23:58:13.440195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:13.440944] [DEBUG] [LOCAL     ] No optimal features file found for LCII: ./output/feature-sets/LCII.txt
[2025-10-14T23:58:13.440998] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:13.441030] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:13.441058] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:13.441114] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:13.457883] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:13.458508] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:13.458585] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:13.458618] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:13.493219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:13.493346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:13.493383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:13.493413] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:13.496630] [DEBUG] [FORECASTER] LCII: Forecast T+1@11:T+2@11: UP (p=90.32%)
[2025-10-14T23:58:13.496911] [INFO ] [FORECASTER] Completed predict_future for LCII
[2025-10-14T23:58:13.497043] [INFO ] [sig       ] LCII: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:13.637331] [INFO ] [LOCAL     ] Saved forecast: LCII	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LCII.txt
[2025-10-14T23:58:13.637544] [INFO ] [sig       ] [1069/1812] Completed LCII in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:13.637585] [INFO ] [sig       ] [1070/1812] Forecasting LDI...
[2025-10-14T23:58:13.637616] [INFO ] [sig       ] Generating forecast for: LDI
[2025-10-14T23:58:13.637677] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDI' from 'https://tdm.silogroup.org/data/derivative_storage/LDI.csv'.
[2025-10-14T23:58:13.646913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDI'.
[2025-10-14T23:58:13.647234] [INFO ] [FORECASTER] Starting predict_future for LDI
[2025-10-14T23:58:13.671933] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:13.672626] [DEBUG] [LOCAL     ] No optimal features file found for LDI: ./output/feature-sets/LDI.txt
[2025-10-14T23:58:13.672708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:13.672748] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:13.672776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:13.672834] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:13.689573] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:13.690123] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:13.690221] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:13.690292] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:13.729154] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:13.729269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:13.729307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:13.729335] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:13.732415] [DEBUG] [FORECASTER] LDI: Forecast T+1@11:T+2@11: UP (p=75.08%)
[2025-10-14T23:58:13.732693] [INFO ] [FORECASTER] Completed predict_future for LDI
[2025-10-14T23:58:13.732830] [INFO ] [sig       ] LDI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:13.872066] [INFO ] [LOCAL     ] Saved forecast: LDI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LDI.txt
[2025-10-14T23:58:13.872295] [INFO ] [sig       ] [1070/1812] Completed LDI in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:13.872335] [INFO ] [sig       ] [1071/1812] Forecasting LDOS...
[2025-10-14T23:58:13.872364] [INFO ] [sig       ] Generating forecast for: LDOS
[2025-10-14T23:58:13.872394] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDOS' from 'https://tdm.silogroup.org/data/derivative_storage/LDOS.csv'.
[2025-10-14T23:58:13.881343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDOS'.
[2025-10-14T23:58:13.881599] [INFO ] [FORECASTER] Starting predict_future for LDOS
[2025-10-14T23:58:13.906018] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:13.906729] [DEBUG] [LOCAL     ] No optimal features file found for LDOS: ./output/feature-sets/LDOS.txt
[2025-10-14T23:58:13.906783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:13.906816] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:13.906893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:13.906959] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:13.924008] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:13.924523] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:13.924599] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:13.924632] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:13.958987] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:13.959071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:13.959108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:13.959136] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:13.962200] [DEBUG] [FORECASTER] LDOS: Forecast T+1@11:T+2@11: DOWN (p=1.29%)
[2025-10-14T23:58:13.962446] [INFO ] [FORECASTER] Completed predict_future for LDOS
[2025-10-14T23:58:13.962574] [INFO ] [sig       ] LDOS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:14.100990] [INFO ] [LOCAL     ] Saved forecast: LDOS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LDOS.txt
[2025-10-14T23:58:14.101208] [INFO ] [sig       ] [1071/1812] Completed LDOS in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:14.101255] [INFO ] [sig       ] [1072/1812] Forecasting LDP...
[2025-10-14T23:58:14.101294] [INFO ] [sig       ] Generating forecast for: LDP
[2025-10-14T23:58:14.101331] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDP' from 'https://tdm.silogroup.org/data/derivative_storage/LDP.csv'.
[2025-10-14T23:58:14.109730] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDP'.
[2025-10-14T23:58:14.109980] [INFO ] [FORECASTER] Starting predict_future for LDP
[2025-10-14T23:58:14.134494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:14.135185] [DEBUG] [LOCAL     ] No optimal features file found for LDP: ./output/feature-sets/LDP.txt
[2025-10-14T23:58:14.135253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:14.135291] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:14.135321] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:14.135378] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:14.152684] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:14.153225] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:14.153304] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:14.153341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:14.189286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:14.189385] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:14.189427] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:14.189457] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:14.192501] [DEBUG] [FORECASTER] LDP: Forecast T+1@11:T+2@11: DOWN (p=19.58%)
[2025-10-14T23:58:14.192793] [INFO ] [FORECASTER] Completed predict_future for LDP
[2025-10-14T23:58:14.192923] [INFO ] [sig       ] LDP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:14.332438] [INFO ] [LOCAL     ] Saved forecast: LDP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LDP.txt
[2025-10-14T23:58:14.332639] [INFO ] [sig       ] [1072/1812] Completed LDP in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:14.332719] [INFO ] [sig       ] [1073/1812] Forecasting LEA...
[2025-10-14T23:58:14.332753] [INFO ] [sig       ] Generating forecast for: LEA
[2025-10-14T23:58:14.332784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEA' from 'https://tdm.silogroup.org/data/derivative_storage/LEA.csv'.
[2025-10-14T23:58:14.341345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEA'.
[2025-10-14T23:58:14.341612] [INFO ] [FORECASTER] Starting predict_future for LEA
[2025-10-14T23:58:14.373017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:14.373820] [DEBUG] [LOCAL     ] No optimal features file found for LEA: ./output/feature-sets/LEA.txt
[2025-10-14T23:58:14.373875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:14.373913] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:14.373941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:14.373999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:14.391042] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:14.391629] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:14.391730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:14.391769] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:14.422930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:14.423044] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:14.423080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:14.423108] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:14.426184] [DEBUG] [FORECASTER] LEA: Forecast T+1@11:T+2@11: DOWN (p=8.64%)
[2025-10-14T23:58:14.426434] [INFO ] [FORECASTER] Completed predict_future for LEA
[2025-10-14T23:58:14.426559] [INFO ] [sig       ] LEA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:14.564960] [INFO ] [LOCAL     ] Saved forecast: LEA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LEA.txt
[2025-10-14T23:58:14.565159] [INFO ] [sig       ] [1073/1812] Completed LEA in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:14.565200] [INFO ] [sig       ] [1074/1812] Forecasting LEG...
[2025-10-14T23:58:14.565232] [INFO ] [sig       ] Generating forecast for: LEG
[2025-10-14T23:58:14.565271] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEG' from 'https://tdm.silogroup.org/data/derivative_storage/LEG.csv'.
[2025-10-14T23:58:14.573979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEG'.
[2025-10-14T23:58:14.574245] [INFO ] [FORECASTER] Starting predict_future for LEG
[2025-10-14T23:58:14.598716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:14.599526] [DEBUG] [LOCAL     ] No optimal features file found for LEG: ./output/feature-sets/LEG.txt
[2025-10-14T23:58:14.599581] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:14.599614] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:14.599678] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:14.599781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:14.617459] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:14.618030] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:14.618123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:14.618169] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:14.650758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:14.651200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:14.651239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:14.651268] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:14.654973] [DEBUG] [FORECASTER] LEG: Forecast T+1@11:T+2@11: UP (p=67.30%)
[2025-10-14T23:58:14.655221] [INFO ] [FORECASTER] Completed predict_future for LEG
[2025-10-14T23:58:14.655345] [INFO ] [sig       ] LEG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:14.795480] [INFO ] [LOCAL     ] Saved forecast: LEG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LEG.txt
[2025-10-14T23:58:14.795708] [INFO ] [sig       ] [1074/1812] Completed LEG in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:14.795767] [INFO ] [sig       ] [1075/1812] Forecasting LEN...
[2025-10-14T23:58:14.795800] [INFO ] [sig       ] Generating forecast for: LEN
[2025-10-14T23:58:14.795831] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEN' from 'https://tdm.silogroup.org/data/derivative_storage/LEN.csv'.
[2025-10-14T23:58:14.804530] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEN'.
[2025-10-14T23:58:14.804830] [INFO ] [FORECASTER] Starting predict_future for LEN
[2025-10-14T23:58:14.829606] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:14.830303] [DEBUG] [LOCAL     ] No optimal features file found for LEN: ./output/feature-sets/LEN.txt
[2025-10-14T23:58:14.830359] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:14.830392] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:14.830420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:14.830475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:14.847772] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:14.848343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:14.848436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:14.848475] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:14.881636] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:14.881753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:14.881791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:14.881819] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:14.884933] [DEBUG] [FORECASTER] LEN: Forecast T+1@11:T+2@11: DOWN (p=16.77%)
[2025-10-14T23:58:14.885206] [INFO ] [FORECASTER] Completed predict_future for LEN
[2025-10-14T23:58:14.885374] [INFO ] [sig       ] LEN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:15.026634] [INFO ] [LOCAL     ] Saved forecast: LEN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LEN.txt
[2025-10-14T23:58:15.026908] [INFO ] [sig       ] [1075/1812] Completed LEN in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:15.026952] [INFO ] [sig       ] [1076/1812] Forecasting LEO...
[2025-10-14T23:58:15.026982] [INFO ] [sig       ] Generating forecast for: LEO
[2025-10-14T23:58:15.027013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEO' from 'https://tdm.silogroup.org/data/derivative_storage/LEO.csv'.
[2025-10-14T23:58:15.035351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEO'.
[2025-10-14T23:58:15.035671] [INFO ] [FORECASTER] Starting predict_future for LEO
[2025-10-14T23:58:15.059990] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:15.060672] [DEBUG] [LOCAL     ] No optimal features file found for LEO: ./output/feature-sets/LEO.txt
[2025-10-14T23:58:15.060731] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:15.060765] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:15.060792] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:15.060848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:15.077955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:15.078525] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:15.078607] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:15.078661] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:15.118488] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:15.118613] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:15.118680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:15.118729] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:15.121989] [DEBUG] [FORECASTER] LEO: Forecast T+1@11:T+2@11: UP (p=54.72%)
[2025-10-14T23:58:15.122245] [INFO ] [FORECASTER] Completed predict_future for LEO
[2025-10-14T23:58:15.122372] [INFO ] [sig       ] LEO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:15.260989] [INFO ] [LOCAL     ] Saved forecast: LEO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LEO.txt
[2025-10-14T23:58:15.261209] [INFO ] [sig       ] [1076/1812] Completed LEO in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:15.261250] [INFO ] [sig       ] [1077/1812] Forecasting LEVI...
[2025-10-14T23:58:15.261281] [INFO ] [sig       ] Generating forecast for: LEVI
[2025-10-14T23:58:15.261312] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEVI' from 'https://tdm.silogroup.org/data/derivative_storage/LEVI.csv'.
[2025-10-14T23:58:15.270634] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEVI'.
[2025-10-14T23:58:15.271054] [INFO ] [FORECASTER] Starting predict_future for LEVI
[2025-10-14T23:58:15.296342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:15.297083] [DEBUG] [LOCAL     ] No optimal features file found for LEVI: ./output/feature-sets/LEVI.txt
[2025-10-14T23:58:15.297138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:15.297173] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:15.297201] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:15.297259] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:15.315981] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:15.317072] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:15.317188] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:15.317255] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:15.362569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:15.362780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:15.362831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:15.362864] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:15.366272] [DEBUG] [FORECASTER] LEVI: Forecast T+1@11:T+2@11: DOWN (p=4.82%)
[2025-10-14T23:58:15.366541] [INFO ] [FORECASTER] Completed predict_future for LEVI
[2025-10-14T23:58:15.366705] [INFO ] [sig       ] LEVI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:15.505571] [INFO ] [LOCAL     ] Saved forecast: LEVI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LEVI.txt
[2025-10-14T23:58:15.505805] [INFO ] [sig       ] [1077/1812] Completed LEVI in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:15.505865] [INFO ] [sig       ] [1078/1812] Forecasting LFT...
[2025-10-14T23:58:15.505898] [INFO ] [sig       ] Generating forecast for: LFT
[2025-10-14T23:58:15.505928] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LFT' from 'https://tdm.silogroup.org/data/derivative_storage/LFT.csv'.
[2025-10-14T23:58:15.515181] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LFT'.
[2025-10-14T23:58:15.515511] [INFO ] [FORECASTER] Starting predict_future for LFT
[2025-10-14T23:58:15.540132] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:15.540879] [DEBUG] [LOCAL     ] No optimal features file found for LFT: ./output/feature-sets/LFT.txt
[2025-10-14T23:58:15.540932] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:15.540965] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:15.540992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:15.541049] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:15.558119] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:15.558679] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:15.558766] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:15.558800] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:15.587952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:15.588032] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:15.588095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:15.588154] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:15.591088] [DEBUG] [FORECASTER] LFT: Forecast T+1@11:T+2@11: UP (p=51.20%)
[2025-10-14T23:58:15.591338] [INFO ] [FORECASTER] Completed predict_future for LFT
[2025-10-14T23:58:15.591463] [INFO ] [sig       ] LFT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:15.728445] [INFO ] [LOCAL     ] Saved forecast: LFT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LFT.txt
[2025-10-14T23:58:15.728715] [INFO ] [sig       ] [1078/1812] Completed LFT in 0.2s | 4.23 sym/s | Total: 4.2m | ETA: 2.9m
[2025-10-14T23:58:15.728775] [INFO ] [sig       ] [1079/1812] Forecasting LGI...
[2025-10-14T23:58:15.728807] [INFO ] [sig       ] Generating forecast for: LGI
[2025-10-14T23:58:15.728839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LGI' from 'https://tdm.silogroup.org/data/derivative_storage/LGI.csv'.
[2025-10-14T23:58:15.737202] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LGI'.
[2025-10-14T23:58:15.737474] [INFO ] [FORECASTER] Starting predict_future for LGI
[2025-10-14T23:58:15.762359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:15.763112] [DEBUG] [LOCAL     ] No optimal features file found for LGI: ./output/feature-sets/LGI.txt
[2025-10-14T23:58:15.763202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:15.763237] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:15.763265] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:15.763323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:15.780298] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:15.780972] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:15.781058] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:15.781091] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:15.815348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:15.815529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:15.815574] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:15.815607] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:15.819409] [DEBUG] [FORECASTER] LGI: Forecast T+1@11:T+2@11: UP (p=78.40%)
[2025-10-14T23:58:15.819698] [INFO ] [FORECASTER] Completed predict_future for LGI
[2025-10-14T23:58:15.819834] [INFO ] [sig       ] LGI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:15.956442] [INFO ] [LOCAL     ] Saved forecast: LGI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LGI.txt
[2025-10-14T23:58:15.956638] [INFO ] [sig       ] [1079/1812] Completed LGI in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:15.956718] [INFO ] [sig       ] [1080/1812] Forecasting LH...
[2025-10-14T23:58:15.956753] [INFO ] [sig       ] Generating forecast for: LH
[2025-10-14T23:58:15.956784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LH' from 'https://tdm.silogroup.org/data/derivative_storage/LH.csv'.
[2025-10-14T23:58:15.965614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LH'.
[2025-10-14T23:58:15.966008] [INFO ] [FORECASTER] Starting predict_future for LH
[2025-10-14T23:58:15.990848] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:15.991497] [DEBUG] [LOCAL     ] No optimal features file found for LH: ./output/feature-sets/LH.txt
[2025-10-14T23:58:15.991550] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:15.991582] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:15.991609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:15.991686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:16.008539] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:16.009239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:16.009318] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:16.009353] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:16.051742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:16.051835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:16.051874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:16.051906] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:16.055402] [DEBUG] [FORECASTER] LH: Forecast T+1@11:T+2@11: DOWN (p=24.01%)
[2025-10-14T23:58:16.055704] [INFO ] [FORECASTER] Completed predict_future for LH
[2025-10-14T23:58:16.055859] [INFO ] [sig       ] LH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:16.192254] [INFO ] [LOCAL     ] Saved forecast: LH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LH.txt
[2025-10-14T23:58:16.192464] [INFO ] [sig       ] [1080/1812] Completed LH in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:16.192505] [INFO ] [sig       ] [1081/1812] Forecasting LHX...
[2025-10-14T23:58:16.192536] [INFO ] [sig       ] Generating forecast for: LHX
[2025-10-14T23:58:16.192566] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LHX' from 'https://tdm.silogroup.org/data/derivative_storage/LHX.csv'.
[2025-10-14T23:58:16.201036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LHX'.
[2025-10-14T23:58:16.201278] [INFO ] [FORECASTER] Starting predict_future for LHX
[2025-10-14T23:58:16.225542] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:16.226232] [DEBUG] [LOCAL     ] No optimal features file found for LHX: ./output/feature-sets/LHX.txt
[2025-10-14T23:58:16.226284] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:16.226318] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:16.226348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:16.226404] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:16.243181] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:16.243731] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:16.243809] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:16.243842] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:16.276436] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:16.276511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:16.276545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:16.276574] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:16.279555] [DEBUG] [FORECASTER] LHX: Forecast T+1@11:T+2@11: DOWN (p=47.81%)
[2025-10-14T23:58:16.279832] [INFO ] [FORECASTER] Completed predict_future for LHX
[2025-10-14T23:58:16.279964] [INFO ] [sig       ] LHX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:16.416548] [INFO ] [LOCAL     ] Saved forecast: LHX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LHX.txt
[2025-10-14T23:58:16.416769] [INFO ] [sig       ] [1081/1812] Completed LHX in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:16.416828] [INFO ] [sig       ] [1082/1812] Forecasting LII...
[2025-10-14T23:58:16.416860] [INFO ] [sig       ] Generating forecast for: LII
[2025-10-14T23:58:16.416890] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LII' from 'https://tdm.silogroup.org/data/derivative_storage/LII.csv'.
[2025-10-14T23:58:16.424888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LII'.
[2025-10-14T23:58:16.425133] [INFO ] [FORECASTER] Starting predict_future for LII
[2025-10-14T23:58:16.449266] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:16.449955] [DEBUG] [LOCAL     ] No optimal features file found for LII: ./output/feature-sets/LII.txt
[2025-10-14T23:58:16.450007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:16.450040] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:16.450067] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:16.450123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:16.466871] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:16.467443] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:16.467517] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:16.467549] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:16.500990] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:16.501060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:16.501095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:16.501123] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:16.504060] [DEBUG] [FORECASTER] LII: Forecast T+1@11:T+2@11: UP (p=95.14%)
[2025-10-14T23:58:16.504297] [INFO ] [FORECASTER] Completed predict_future for LII
[2025-10-14T23:58:16.504468] [INFO ] [sig       ] LII: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:16.642141] [INFO ] [LOCAL     ] Saved forecast: LII	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LII.txt
[2025-10-14T23:58:16.642335] [INFO ] [sig       ] [1082/1812] Completed LII in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:16.642376] [INFO ] [sig       ] [1083/1812] Forecasting LION...
[2025-10-14T23:58:16.642407] [INFO ] [sig       ] Generating forecast for: LION
[2025-10-14T23:58:16.642438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LION' from 'https://tdm.silogroup.org/data/derivative_storage/LION.csv'.
[2025-10-14T23:58:16.651750] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LION'.
[2025-10-14T23:58:16.652181] [INFO ] [FORECASTER] Starting predict_future for LION
[2025-10-14T23:58:16.679339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:16.680242] [DEBUG] [LOCAL     ] No optimal features file found for LION: ./output/feature-sets/LION.txt
[2025-10-14T23:58:16.680299] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:16.680333] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:16.680362] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:16.680420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:16.697511] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:16.698326] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:16.698414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:16.698448] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:16.733079] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:16.733252] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:16.733295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:16.733327] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:16.737016] [DEBUG] [FORECASTER] LION: Forecast T+1@11:T+2@11: UP (p=99.60%)
[2025-10-14T23:58:16.737346] [INFO ] [FORECASTER] Completed predict_future for LION
[2025-10-14T23:58:16.737491] [INFO ] [sig       ] LION: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:16.882201] [INFO ] [LOCAL     ] Saved forecast: LION	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LION.txt
[2025-10-14T23:58:16.882467] [INFO ] [sig       ] [1083/1812] Completed LION in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:16.882517] [INFO ] [sig       ] [1084/1812] Forecasting LITB...
[2025-10-14T23:58:16.882551] [INFO ] [sig       ] Generating forecast for: LITB
[2025-10-14T23:58:16.882583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LITB' from 'https://tdm.silogroup.org/data/derivative_storage/LITB.csv'.
[2025-10-14T23:58:16.891233] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LITB'.
[2025-10-14T23:58:16.891696] [INFO ] [FORECASTER] Starting predict_future for LITB
[2025-10-14T23:58:16.916438] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:16.917222] [DEBUG] [LOCAL     ] No optimal features file found for LITB: ./output/feature-sets/LITB.txt
[2025-10-14T23:58:16.917278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:16.917361] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:16.917400] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:16.917459] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:16.934828] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:16.935583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:16.935688] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:16.935743] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:16.970730] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:16.970886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:16.970924] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:16.970954] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:16.974338] [DEBUG] [FORECASTER] LITB: Forecast T+1@11:T+2@11: UP (p=78.56%)
[2025-10-14T23:58:16.974629] [INFO ] [FORECASTER] Completed predict_future for LITB
[2025-10-14T23:58:16.974802] [INFO ] [sig       ] LITB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:17.114812] [INFO ] [LOCAL     ] Saved forecast: LITB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LITB.txt
[2025-10-14T23:58:17.115048] [INFO ] [sig       ] [1084/1812] Completed LITB in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:17.115091] [INFO ] [sig       ] [1085/1812] Forecasting LLY...
[2025-10-14T23:58:17.115123] [INFO ] [sig       ] Generating forecast for: LLY
[2025-10-14T23:58:17.115154] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LLY' from 'https://tdm.silogroup.org/data/derivative_storage/LLY.csv'.
[2025-10-14T23:58:17.124544] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LLY'.
[2025-10-14T23:58:17.124955] [INFO ] [FORECASTER] Starting predict_future for LLY
[2025-10-14T23:58:17.151563] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:17.152298] [DEBUG] [LOCAL     ] No optimal features file found for LLY: ./output/feature-sets/LLY.txt
[2025-10-14T23:58:17.152355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:17.152389] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:17.152418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:17.152476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:17.171862] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:17.172493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:17.172584] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:17.172679] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:17.210945] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:17.211043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:17.211080] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:17.211109] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:17.214968] [DEBUG] [FORECASTER] LLY: Forecast T+1@11:T+2@11: DOWN (p=31.14%)
[2025-10-14T23:58:17.215236] [INFO ] [FORECASTER] Completed predict_future for LLY
[2025-10-14T23:58:17.215395] [INFO ] [sig       ] LLY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:17.375001] [INFO ] [LOCAL     ] Saved forecast: LLY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LLY.txt
[2025-10-14T23:58:17.375199] [INFO ] [sig       ] [1085/1812] Completed LLY in 0.3s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:17.375240] [INFO ] [sig       ] [1086/1812] Forecasting LMND...
[2025-10-14T23:58:17.375271] [INFO ] [sig       ] Generating forecast for: LMND
[2025-10-14T23:58:17.375301] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LMND' from 'https://tdm.silogroup.org/data/derivative_storage/LMND.csv'.
[2025-10-14T23:58:17.384539] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LMND'.
[2025-10-14T23:58:17.384891] [INFO ] [FORECASTER] Starting predict_future for LMND
[2025-10-14T23:58:17.409710] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:17.410380] [DEBUG] [LOCAL     ] No optimal features file found for LMND: ./output/feature-sets/LMND.txt
[2025-10-14T23:58:17.410445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:17.410496] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:17.410526] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:17.410583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:17.427531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:17.428100] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:17.428182] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:17.428215] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:17.464474] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:17.464546] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:17.464580] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:17.464609] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:17.467636] [DEBUG] [FORECASTER] LMND: Forecast T+1@11:T+2@11: DOWN (p=22.23%)
[2025-10-14T23:58:17.467905] [INFO ] [FORECASTER] Completed predict_future for LMND
[2025-10-14T23:58:17.468037] [INFO ] [sig       ] LMND: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:17.605163] [INFO ] [LOCAL     ] Saved forecast: LMND	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LMND.txt
[2025-10-14T23:58:17.605369] [INFO ] [sig       ] [1086/1812] Completed LMND in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:17.605413] [INFO ] [sig       ] [1087/1812] Forecasting LNC...
[2025-10-14T23:58:17.605443] [INFO ] [sig       ] Generating forecast for: LNC
[2025-10-14T23:58:17.605474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNC' from 'https://tdm.silogroup.org/data/derivative_storage/LNC.csv'.
[2025-10-14T23:58:17.617152] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNC'.
[2025-10-14T23:58:17.617635] [INFO ] [FORECASTER] Starting predict_future for LNC
[2025-10-14T23:58:17.646111] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:17.646851] [DEBUG] [LOCAL     ] No optimal features file found for LNC: ./output/feature-sets/LNC.txt
[2025-10-14T23:58:17.646905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:17.646940] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:17.646968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:17.647025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:17.664228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:17.664875] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:17.664966] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:17.665000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:17.699488] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:17.699590] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:17.699626] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:17.699689] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:17.702839] [DEBUG] [FORECASTER] LNC: Forecast T+1@11:T+2@11: DOWN (p=5.85%)
[2025-10-14T23:58:17.703092] [INFO ] [FORECASTER] Completed predict_future for LNC
[2025-10-14T23:58:17.703224] [INFO ] [sig       ] LNC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:17.842800] [INFO ] [LOCAL     ] Saved forecast: LNC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LNC.txt
[2025-10-14T23:58:17.843034] [INFO ] [sig       ] [1087/1812] Completed LNC in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:17.843077] [INFO ] [sig       ] [1088/1812] Forecasting LND...
[2025-10-14T23:58:17.843108] [INFO ] [sig       ] Generating forecast for: LND
[2025-10-14T23:58:17.843139] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LND' from 'https://tdm.silogroup.org/data/derivative_storage/LND.csv'.
[2025-10-14T23:58:17.853578] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'LND'.
[2025-10-14T23:58:17.854011] [INFO ] [FORECASTER] Starting predict_future for LND
[2025-10-14T23:58:17.886720] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:17.887449] [DEBUG] [LOCAL     ] No optimal features file found for LND: ./output/feature-sets/LND.txt
[2025-10-14T23:58:17.887502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:17.887536] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:17.887564] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:17.887620] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:17.904792] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:17.905374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:17.905451] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:17.905485] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:17.940436] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:17.940608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:17.940675] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:17.940728] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:17.944106] [DEBUG] [FORECASTER] LND: Forecast T+1@11:T+2@11: UP (p=69.53%)
[2025-10-14T23:58:17.944369] [INFO ] [FORECASTER] Completed predict_future for LND
[2025-10-14T23:58:17.944498] [INFO ] [sig       ] LND: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:18.085335] [INFO ] [LOCAL     ] Saved forecast: LND	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LND.txt
[2025-10-14T23:58:18.085563] [INFO ] [sig       ] [1088/1812] Completed LND in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-14T23:58:18.085605] [INFO ] [sig       ] [1089/1812] Forecasting LNG...
[2025-10-14T23:58:18.085635] [INFO ] [sig       ] Generating forecast for: LNG
[2025-10-14T23:58:18.085710] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNG' from 'https://tdm.silogroup.org/data/derivative_storage/LNG.csv'.
[2025-10-14T23:58:18.095831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNG'.
[2025-10-14T23:58:18.096205] [INFO ] [FORECASTER] Starting predict_future for LNG
[2025-10-14T23:58:18.121097] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:18.121886] [DEBUG] [LOCAL     ] No optimal features file found for LNG: ./output/feature-sets/LNG.txt
[2025-10-14T23:58:18.121940] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:18.121974] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:18.122002] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:18.122060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:18.139334] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:18.140145] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:18.140231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:18.140265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:18.176209] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:18.176377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:18.176420] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:18.176450] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:18.180138] [DEBUG] [FORECASTER] LNG: Forecast T+1@11:T+2@11: UP (p=88.20%)
[2025-10-14T23:58:18.180419] [INFO ] [FORECASTER] Completed predict_future for LNG
[2025-10-14T23:58:18.180554] [INFO ] [sig       ] LNG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:18.322066] [INFO ] [LOCAL     ] Saved forecast: LNG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LNG.txt
[2025-10-14T23:58:18.322293] [INFO ] [sig       ] [1089/1812] Completed LNG in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:18.322341] [INFO ] [sig       ] [1090/1812] Forecasting LNN...
[2025-10-14T23:58:18.322379] [INFO ] [sig       ] Generating forecast for: LNN
[2025-10-14T23:58:18.322417] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNN' from 'https://tdm.silogroup.org/data/derivative_storage/LNN.csv'.
[2025-10-14T23:58:18.330853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNN'.
[2025-10-14T23:58:18.331137] [INFO ] [FORECASTER] Starting predict_future for LNN
[2025-10-14T23:58:18.355969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:18.356823] [DEBUG] [LOCAL     ] No optimal features file found for LNN: ./output/feature-sets/LNN.txt
[2025-10-14T23:58:18.356878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:18.356912] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:18.356940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:18.356997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:18.374553] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:18.375341] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:18.375423] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:18.375457] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:18.410064] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:18.410172] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:18.410209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:18.410238] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:18.413388] [DEBUG] [FORECASTER] LNN: Forecast T+1@11:T+2@11: DOWN (p=31.64%)
[2025-10-14T23:58:18.413673] [INFO ] [FORECASTER] Completed predict_future for LNN
[2025-10-14T23:58:18.413851] [INFO ] [sig       ] LNN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:18.554157] [INFO ] [LOCAL     ] Saved forecast: LNN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LNN.txt
[2025-10-14T23:58:18.554382] [INFO ] [sig       ] [1090/1812] Completed LNN in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:18.554423] [INFO ] [sig       ] [1091/1812] Forecasting LOAR...
[2025-10-14T23:58:18.554454] [INFO ] [sig       ] Generating forecast for: LOAR
[2025-10-14T23:58:18.554485] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOAR' from 'https://tdm.silogroup.org/data/derivative_storage/LOAR.csv'.
[2025-10-14T23:58:18.563779] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOAR'.
[2025-10-14T23:58:18.564092] [INFO ] [FORECASTER] Starting predict_future for LOAR
[2025-10-14T23:58:18.589009] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:18.589829] [DEBUG] [LOCAL     ] No optimal features file found for LOAR: ./output/feature-sets/LOAR.txt
[2025-10-14T23:58:18.589882] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:18.589916] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:18.589945] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:18.590002] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:18.607149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:18.607863] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:18.607946] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:18.607978] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:18.646186] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:18.646344] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:18.646384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:18.646415] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:18.649972] [DEBUG] [FORECASTER] LOAR: Forecast T+1@11:T+2@11: DOWN (p=7.51%)
[2025-10-14T23:58:18.650246] [INFO ] [FORECASTER] Completed predict_future for LOAR
[2025-10-14T23:58:18.650380] [INFO ] [sig       ] LOAR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:18.792103] [INFO ] [LOCAL     ] Saved forecast: LOAR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LOAR.txt
[2025-10-14T23:58:18.792365] [INFO ] [sig       ] [1091/1812] Completed LOAR in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:18.792414] [INFO ] [sig       ] [1092/1812] Forecasting LOB...
[2025-10-14T23:58:18.792446] [INFO ] [sig       ] Generating forecast for: LOB
[2025-10-14T23:58:18.792478] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOB' from 'https://tdm.silogroup.org/data/derivative_storage/LOB.csv'.
[2025-10-14T23:58:18.801533] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOB'.
[2025-10-14T23:58:18.801894] [INFO ] [FORECASTER] Starting predict_future for LOB
[2025-10-14T23:58:18.826508] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:18.827210] [DEBUG] [LOCAL     ] No optimal features file found for LOB: ./output/feature-sets/LOB.txt
[2025-10-14T23:58:18.827267] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:18.827301] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:18.827328] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:18.827383] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:18.844405] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:18.844970] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:18.845049] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:18.845083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:18.882458] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:18.882534] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:18.882569] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:18.882597] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:18.885547] [DEBUG] [FORECASTER] LOB: Forecast T+1@11:T+2@11: DOWN (p=28.10%)
[2025-10-14T23:58:18.885820] [INFO ] [FORECASTER] Completed predict_future for LOB
[2025-10-14T23:58:18.885956] [INFO ] [sig       ] LOB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:19.023575] [INFO ] [LOCAL     ] Saved forecast: LOB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LOB.txt
[2025-10-14T23:58:19.023810] [INFO ] [sig       ] [1092/1812] Completed LOB in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:19.023875] [INFO ] [sig       ] [1093/1812] Forecasting LOCL...
[2025-10-14T23:58:19.023908] [INFO ] [sig       ] Generating forecast for: LOCL
[2025-10-14T23:58:19.023939] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOCL' from 'https://tdm.silogroup.org/data/derivative_storage/LOCL.csv'.
[2025-10-14T23:58:19.032152] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'LOCL'.
[2025-10-14T23:58:19.032390] [INFO ] [FORECASTER] Starting predict_future for LOCL
[2025-10-14T23:58:19.056779] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:19.057412] [DEBUG] [LOCAL     ] No optimal features file found for LOCL: ./output/feature-sets/LOCL.txt
[2025-10-14T23:58:19.057464] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:19.057510] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:19.057539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:19.057596] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:19.074616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:19.075173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:19.075248] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:19.075282] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:19.115631] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:19.115735] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:19.115774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:19.115803] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:19.118843] [DEBUG] [FORECASTER] LOCL: Forecast T+1@11:T+2@11: DOWN (p=4.17%)
[2025-10-14T23:58:19.119088] [INFO ] [FORECASTER] Completed predict_future for LOCL
[2025-10-14T23:58:19.119218] [INFO ] [sig       ] LOCL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:19.257340] [INFO ] [LOCAL     ] Saved forecast: LOCL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LOCL.txt
[2025-10-14T23:58:19.257540] [INFO ] [sig       ] [1093/1812] Completed LOCL in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:19.257581] [INFO ] [sig       ] [1094/1812] Forecasting LOMA...
[2025-10-14T23:58:19.257612] [INFO ] [sig       ] Generating forecast for: LOMA
[2025-10-14T23:58:19.257707] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOMA' from 'https://tdm.silogroup.org/data/derivative_storage/LOMA.csv'.
[2025-10-14T23:58:19.267539] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOMA'.
[2025-10-14T23:58:19.267805] [INFO ] [FORECASTER] Starting predict_future for LOMA
[2025-10-14T23:58:19.292204] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:19.292957] [DEBUG] [LOCAL     ] No optimal features file found for LOMA: ./output/feature-sets/LOMA.txt
[2025-10-14T23:58:19.293009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:19.293042] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:19.293069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:19.293124] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:19.310027] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:19.310548] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:19.310623] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:19.310696] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:19.346096] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:19.346170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:19.346206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:19.346234] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:19.349161] [DEBUG] [FORECASTER] LOMA: Forecast T+1@11:T+2@11: DOWN (p=12.08%)
[2025-10-14T23:58:19.349412] [INFO ] [FORECASTER] Completed predict_future for LOMA
[2025-10-14T23:58:19.349561] [INFO ] [sig       ] LOMA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:19.489563] [INFO ] [LOCAL     ] Saved forecast: LOMA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LOMA.txt
[2025-10-14T23:58:19.489820] [INFO ] [sig       ] [1094/1812] Completed LOMA in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:19.489880] [INFO ] [sig       ] [1095/1812] Forecasting LOW...
[2025-10-14T23:58:19.489913] [INFO ] [sig       ] Generating forecast for: LOW
[2025-10-14T23:58:19.489945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOW' from 'https://tdm.silogroup.org/data/derivative_storage/LOW.csv'.
[2025-10-14T23:58:19.498905] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOW'.
[2025-10-14T23:58:19.499253] [INFO ] [FORECASTER] Starting predict_future for LOW
[2025-10-14T23:58:19.524925] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:19.525697] [DEBUG] [LOCAL     ] No optimal features file found for LOW: ./output/feature-sets/LOW.txt
[2025-10-14T23:58:19.525752] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:19.525786] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:19.525814] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:19.525870] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:19.543117] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:19.543632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:19.543734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:19.543771] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:19.581130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:19.581219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:19.581254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:19.581283] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:19.584254] [DEBUG] [FORECASTER] LOW: Forecast T+1@11:T+2@11: UP (p=57.98%)
[2025-10-14T23:58:19.584500] [INFO ] [FORECASTER] Completed predict_future for LOW
[2025-10-14T23:58:19.584624] [INFO ] [sig       ] LOW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:19.725498] [INFO ] [LOCAL     ] Saved forecast: LOW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LOW.txt
[2025-10-14T23:58:19.725749] [INFO ] [sig       ] [1095/1812] Completed LOW in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:19.725809] [INFO ] [sig       ] [1096/1812] Forecasting LPG...
[2025-10-14T23:58:19.725843] [INFO ] [sig       ] Generating forecast for: LPG
[2025-10-14T23:58:19.725873] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPG' from 'https://tdm.silogroup.org/data/derivative_storage/LPG.csv'.
[2025-10-14T23:58:19.734560] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPG'.
[2025-10-14T23:58:19.734839] [INFO ] [FORECASTER] Starting predict_future for LPG
[2025-10-14T23:58:19.759822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:19.760488] [DEBUG] [LOCAL     ] No optimal features file found for LPG: ./output/feature-sets/LPG.txt
[2025-10-14T23:58:19.760550] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:19.760583] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:19.760611] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:19.760687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:19.777624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:19.778207] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:19.778284] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:19.778317] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:19.813005] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:19.813130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:19.813168] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:19.813198] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:19.816403] [DEBUG] [FORECASTER] LPG: Forecast T+1@11:T+2@11: DOWN (p=48.09%)
[2025-10-14T23:58:19.816681] [INFO ] [FORECASTER] Completed predict_future for LPG
[2025-10-14T23:58:19.816825] [INFO ] [sig       ] LPG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:19.954822] [INFO ] [LOCAL     ] Saved forecast: LPG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LPG.txt
[2025-10-14T23:58:19.955019] [INFO ] [sig       ] [1096/1812] Completed LPG in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:19.955060] [INFO ] [sig       ] [1097/1812] Forecasting LPL...
[2025-10-14T23:58:19.955091] [INFO ] [sig       ] Generating forecast for: LPL
[2025-10-14T23:58:19.955121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPL' from 'https://tdm.silogroup.org/data/derivative_storage/LPL.csv'.
[2025-10-14T23:58:19.964009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPL'.
[2025-10-14T23:58:19.964266] [INFO ] [FORECASTER] Starting predict_future for LPL
[2025-10-14T23:58:19.988661] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:19.989345] [DEBUG] [LOCAL     ] No optimal features file found for LPL: ./output/feature-sets/LPL.txt
[2025-10-14T23:58:19.989432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:19.989472] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:19.989501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:19.989557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:20.006869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:20.007541] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:20.007629] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:20.007699] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:20.043038] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:20.043118] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:20.043152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:20.043180] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:20.046153] [DEBUG] [FORECASTER] LPL: Forecast T+1@11:T+2@11: DOWN (p=25.32%)
[2025-10-14T23:58:20.046398] [INFO ] [FORECASTER] Completed predict_future for LPL
[2025-10-14T23:58:20.046524] [INFO ] [sig       ] LPL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:20.185074] [INFO ] [LOCAL     ] Saved forecast: LPL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LPL.txt
[2025-10-14T23:58:20.185272] [INFO ] [sig       ] [1097/1812] Completed LPL in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:20.185312] [INFO ] [sig       ] [1098/1812] Forecasting LPX...
[2025-10-14T23:58:20.185343] [INFO ] [sig       ] Generating forecast for: LPX
[2025-10-14T23:58:20.185372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPX' from 'https://tdm.silogroup.org/data/derivative_storage/LPX.csv'.
[2025-10-14T23:58:20.193614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPX'.
[2025-10-14T23:58:20.193886] [INFO ] [FORECASTER] Starting predict_future for LPX
[2025-10-14T23:58:20.218343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:20.219114] [DEBUG] [LOCAL     ] No optimal features file found for LPX: ./output/feature-sets/LPX.txt
[2025-10-14T23:58:20.219168] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:20.219201] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:20.219232] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:20.219288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:20.236427] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:20.236981] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:20.237057] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:20.237090] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:20.271219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:20.271302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:20.271338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:20.271366] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:20.274411] [DEBUG] [FORECASTER] LPX: Forecast T+1@11:T+2@11: UP (p=78.44%)
[2025-10-14T23:58:20.274689] [INFO ] [FORECASTER] Completed predict_future for LPX
[2025-10-14T23:58:20.274836] [INFO ] [sig       ] LPX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:20.415250] [INFO ] [LOCAL     ] Saved forecast: LPX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LPX.txt
[2025-10-14T23:58:20.415469] [INFO ] [sig       ] [1098/1812] Completed LPX in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:20.415510] [INFO ] [sig       ] [1099/1812] Forecasting LRN...
[2025-10-14T23:58:20.415541] [INFO ] [sig       ] Generating forecast for: LRN
[2025-10-14T23:58:20.415572] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LRN' from 'https://tdm.silogroup.org/data/derivative_storage/LRN.csv'.
[2025-10-14T23:58:20.424625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LRN'.
[2025-10-14T23:58:20.424952] [INFO ] [FORECASTER] Starting predict_future for LRN
[2025-10-14T23:58:20.449245] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:20.449948] [DEBUG] [LOCAL     ] No optimal features file found for LRN: ./output/feature-sets/LRN.txt
[2025-10-14T23:58:20.450001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:20.450034] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:20.450061] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:20.450116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:20.467305] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:20.467861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:20.467938] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:20.467972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:20.501159] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:20.501263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:20.501300] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:20.501329] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:20.504504] [DEBUG] [FORECASTER] LRN: Forecast T+1@11:T+2@11: DOWN (p=6.98%)
[2025-10-14T23:58:20.504799] [INFO ] [FORECASTER] Completed predict_future for LRN
[2025-10-14T23:58:20.504931] [INFO ] [sig       ] LRN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:20.645323] [INFO ] [LOCAL     ] Saved forecast: LRN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LRN.txt
[2025-10-14T23:58:20.645554] [INFO ] [sig       ] [1099/1812] Completed LRN in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:20.645595] [INFO ] [sig       ] [1100/1812] Forecasting LSPD...
[2025-10-14T23:58:20.645626] [INFO ] [sig       ] Generating forecast for: LSPD
[2025-10-14T23:58:20.645694] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LSPD' from 'https://tdm.silogroup.org/data/derivative_storage/LSPD.csv'.
[2025-10-14T23:58:20.653924] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LSPD'.
[2025-10-14T23:58:20.654180] [INFO ] [FORECASTER] Starting predict_future for LSPD
[2025-10-14T23:58:20.678259] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:20.678976] [DEBUG] [LOCAL     ] No optimal features file found for LSPD: ./output/feature-sets/LSPD.txt
[2025-10-14T23:58:20.679029] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:20.679077] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:20.679107] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:20.679163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:20.695977] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:20.696488] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:20.696597] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:20.696636] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:20.730333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:20.730422] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:20.730462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:20.730490] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:20.733582] [DEBUG] [FORECASTER] LSPD: Forecast T+1@11:T+2@11: UP (p=59.79%)
[2025-10-14T23:58:20.733857] [INFO ] [FORECASTER] Completed predict_future for LSPD
[2025-10-14T23:58:20.733989] [INFO ] [sig       ] LSPD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:20.870060] [INFO ] [LOCAL     ] Saved forecast: LSPD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LSPD.txt
[2025-10-14T23:58:20.870253] [INFO ] [sig       ] [1100/1812] Completed LSPD in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:20.870293] [INFO ] [sig       ] [1101/1812] Forecasting LTC...
[2025-10-14T23:58:20.870324] [INFO ] [sig       ] Generating forecast for: LTC
[2025-10-14T23:58:20.870355] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTC' from 'https://tdm.silogroup.org/data/derivative_storage/LTC.csv'.
[2025-10-14T23:58:20.878281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTC'.
[2025-10-14T23:58:20.878534] [INFO ] [FORECASTER] Starting predict_future for LTC
[2025-10-14T23:58:20.902889] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:20.903574] [DEBUG] [LOCAL     ] No optimal features file found for LTC: ./output/feature-sets/LTC.txt
[2025-10-14T23:58:20.903626] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:20.903695] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:20.903737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:20.903795] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:20.921091] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:20.921632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:20.921736] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:20.921774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:20.958935] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:20.959048] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:20.959085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:20.959114] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:20.962232] [DEBUG] [FORECASTER] LTC: Forecast T+1@11:T+2@11: UP (p=81.90%)
[2025-10-14T23:58:20.962489] [INFO ] [FORECASTER] Completed predict_future for LTC
[2025-10-14T23:58:20.962613] [INFO ] [sig       ] LTC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:21.100424] [INFO ] [LOCAL     ] Saved forecast: LTC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LTC.txt
[2025-10-14T23:58:21.100625] [INFO ] [sig       ] [1101/1812] Completed LTC in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:21.100700] [INFO ] [sig       ] [1102/1812] Forecasting LTH...
[2025-10-14T23:58:21.100743] [INFO ] [sig       ] Generating forecast for: LTH
[2025-10-14T23:58:21.100774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTH' from 'https://tdm.silogroup.org/data/derivative_storage/LTH.csv'.
[2025-10-14T23:58:21.109522] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTH'.
[2025-10-14T23:58:21.109858] [INFO ] [FORECASTER] Starting predict_future for LTH
[2025-10-14T23:58:21.134259] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:21.134956] [DEBUG] [LOCAL     ] No optimal features file found for LTH: ./output/feature-sets/LTH.txt
[2025-10-14T23:58:21.135009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:21.135043] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:21.135070] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:21.135127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:21.152107] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:21.152663] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:21.152745] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:21.152778] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:21.181101] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:21.181181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:21.181216] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:21.181245] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:21.184216] [DEBUG] [FORECASTER] LTH: Forecast T+1@11:T+2@11: DOWN (p=14.44%)
[2025-10-14T23:58:21.184471] [INFO ] [FORECASTER] Completed predict_future for LTH
[2025-10-14T23:58:21.184612] [INFO ] [sig       ] LTH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:21.321610] [INFO ] [LOCAL     ] Saved forecast: LTH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LTH.txt
[2025-10-14T23:58:21.321844] [INFO ] [sig       ] [1102/1812] Completed LTH in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:21.321893] [INFO ] [sig       ] [1103/1812] Forecasting LTM...
[2025-10-14T23:58:21.321924] [INFO ] [sig       ] Generating forecast for: LTM
[2025-10-14T23:58:21.321954] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTM' from 'https://tdm.silogroup.org/data/derivative_storage/LTM.csv'.
[2025-10-14T23:58:21.330083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTM'.
[2025-10-14T23:58:21.330340] [INFO ] [FORECASTER] Starting predict_future for LTM
[2025-10-14T23:58:21.354529] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:21.355223] [DEBUG] [LOCAL     ] No optimal features file found for LTM: ./output/feature-sets/LTM.txt
[2025-10-14T23:58:21.355275] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:21.355307] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:21.355335] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:21.355391] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:21.372255] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:21.372807] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:21.372883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:21.372916] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:21.400612] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:21.400708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:21.400752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:21.400782] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:21.405069] [DEBUG] [FORECASTER] LTM: Forecast T+1@11:T+2@11: DOWN (p=19.53%)
[2025-10-14T23:58:21.405318] [INFO ] [FORECASTER] Completed predict_future for LTM
[2025-10-14T23:58:21.405441] [INFO ] [sig       ] LTM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:21.543090] [INFO ] [LOCAL     ] Saved forecast: LTM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LTM.txt
[2025-10-14T23:58:21.543277] [INFO ] [sig       ] [1103/1812] Completed LTM in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:21.543317] [INFO ] [sig       ] [1104/1812] Forecasting LU...
[2025-10-14T23:58:21.543348] [INFO ] [sig       ] Generating forecast for: LU
[2025-10-14T23:58:21.543378] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LU' from 'https://tdm.silogroup.org/data/derivative_storage/LU.csv'.
[2025-10-14T23:58:21.551507] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LU'.
[2025-10-14T23:58:21.551779] [INFO ] [FORECASTER] Starting predict_future for LU
[2025-10-14T23:58:21.575910] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:21.576565] [DEBUG] [LOCAL     ] No optimal features file found for LU: ./output/feature-sets/LU.txt
[2025-10-14T23:58:21.576621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:21.576694] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:21.576739] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:21.576796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:21.593981] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:21.594489] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:21.594562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:21.594595] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:21.623831] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:21.623939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:21.623977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:21.624005] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:21.627241] [DEBUG] [FORECASTER] LU: Forecast T+1@11:T+2@11: UP (p=56.32%)
[2025-10-14T23:58:21.627493] [INFO ] [FORECASTER] Completed predict_future for LU
[2025-10-14T23:58:21.627617] [INFO ] [sig       ] LU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:21.765125] [INFO ] [LOCAL     ] Saved forecast: LU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LU.txt
[2025-10-14T23:58:21.765354] [INFO ] [sig       ] [1104/1812] Completed LU in 0.2s | 4.23 sym/s | Total: 4.3m | ETA: 2.8m
[2025-10-14T23:58:21.765395] [INFO ] [sig       ] [1105/1812] Forecasting LUCK...
[2025-10-14T23:58:21.765426] [INFO ] [sig       ] Generating forecast for: LUCK
[2025-10-14T23:58:21.765457] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUCK' from 'https://tdm.silogroup.org/data/derivative_storage/LUCK.csv'.
[2025-10-14T23:58:21.773809] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUCK'.
[2025-10-14T23:58:21.774074] [INFO ] [FORECASTER] Starting predict_future for LUCK
[2025-10-14T23:58:21.798176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:21.798876] [DEBUG] [LOCAL     ] No optimal features file found for LUCK: ./output/feature-sets/LUCK.txt
[2025-10-14T23:58:21.798929] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:21.798961] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:21.798989] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:21.799045] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:21.816874] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:21.817393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:21.817478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:21.817510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:21.850064] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:21.850204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:21.850243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:21.850272] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:21.853401] [DEBUG] [FORECASTER] LUCK: Forecast T+1@11:T+2@11: UP (p=99.28%)
[2025-10-14T23:58:21.853677] [INFO ] [FORECASTER] Completed predict_future for LUCK
[2025-10-14T23:58:21.853826] [INFO ] [sig       ] LUCK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:21.991168] [INFO ] [LOCAL     ] Saved forecast: LUCK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LUCK.txt
[2025-10-14T23:58:21.991404] [INFO ] [sig       ] [1105/1812] Completed LUCK in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:21.991446] [INFO ] [sig       ] [1106/1812] Forecasting LUMN...
[2025-10-14T23:58:21.991477] [INFO ] [sig       ] Generating forecast for: LUMN
[2025-10-14T23:58:21.991509] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUMN' from 'https://tdm.silogroup.org/data/derivative_storage/LUMN.csv'.
[2025-10-14T23:58:22.000893] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUMN'.
[2025-10-14T23:58:22.001128] [INFO ] [FORECASTER] Starting predict_future for LUMN
[2025-10-14T23:58:22.025531] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:22.026224] [DEBUG] [LOCAL     ] No optimal features file found for LUMN: ./output/feature-sets/LUMN.txt
[2025-10-14T23:58:22.026278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:22.026311] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:22.026339] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:22.026396] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:22.043738] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:22.044266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:22.044342] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:22.044375] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:22.082258] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:22.082360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:22.082395] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:22.082423] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:22.085496] [DEBUG] [FORECASTER] LUMN: Forecast T+1@11:T+2@11: UP (p=92.90%)
[2025-10-14T23:58:22.085788] [INFO ] [FORECASTER] Completed predict_future for LUMN
[2025-10-14T23:58:22.085920] [INFO ] [sig       ] LUMN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:22.224072] [INFO ] [LOCAL     ] Saved forecast: LUMN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LUMN.txt
[2025-10-14T23:58:22.224276] [INFO ] [sig       ] [1106/1812] Completed LUMN in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:22.224361] [INFO ] [sig       ] [1107/1812] Forecasting LUV...
[2025-10-14T23:58:22.224401] [INFO ] [sig       ] Generating forecast for: LUV
[2025-10-14T23:58:22.224433] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUV' from 'https://tdm.silogroup.org/data/derivative_storage/LUV.csv'.
[2025-10-14T23:58:22.232583] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUV'.
[2025-10-14T23:58:22.232854] [INFO ] [FORECASTER] Starting predict_future for LUV
[2025-10-14T23:58:22.257344] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:22.258095] [DEBUG] [LOCAL     ] No optimal features file found for LUV: ./output/feature-sets/LUV.txt
[2025-10-14T23:58:22.258156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:22.258206] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:22.258236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:22.258293] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:22.275635] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:22.276221] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:22.276298] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:22.276330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:22.313228] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:22.313398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:22.313440] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:22.313471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:22.316884] [DEBUG] [FORECASTER] LUV: Forecast T+1@11:T+2@11: UP (p=83.72%)
[2025-10-14T23:58:22.317141] [INFO ] [FORECASTER] Completed predict_future for LUV
[2025-10-14T23:58:22.317268] [INFO ] [sig       ] LUV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:22.455294] [INFO ] [LOCAL     ] Saved forecast: LUV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LUV.txt
[2025-10-14T23:58:22.455515] [INFO ] [sig       ] [1107/1812] Completed LUV in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:22.455556] [INFO ] [sig       ] [1108/1812] Forecasting LVWR...
[2025-10-14T23:58:22.455586] [INFO ] [sig       ] Generating forecast for: LVWR
[2025-10-14T23:58:22.455618] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LVWR' from 'https://tdm.silogroup.org/data/derivative_storage/LVWR.csv'.
[2025-10-14T23:58:22.465353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LVWR'.
[2025-10-14T23:58:22.465789] [INFO ] [FORECASTER] Starting predict_future for LVWR
[2025-10-14T23:58:22.493740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:22.494621] [DEBUG] [LOCAL     ] No optimal features file found for LVWR: ./output/feature-sets/LVWR.txt
[2025-10-14T23:58:22.494706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:22.494750] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:22.494780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:22.494837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:22.516658] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:22.517454] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:22.517556] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:22.517609] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:22.554150] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:22.554309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:22.554351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:22.554382] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:22.557787] [DEBUG] [FORECASTER] LVWR: Forecast T+1@11:T+2@11: DOWN (p=49.83%)
[2025-10-14T23:58:22.558060] [INFO ] [FORECASTER] Completed predict_future for LVWR
[2025-10-14T23:58:22.558238] [INFO ] [sig       ] LVWR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:22.698240] [INFO ] [LOCAL     ] Saved forecast: LVWR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LVWR.txt
[2025-10-14T23:58:22.698453] [INFO ] [sig       ] [1108/1812] Completed LVWR in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:22.698495] [INFO ] [sig       ] [1109/1812] Forecasting LW...
[2025-10-14T23:58:22.698531] [INFO ] [sig       ] Generating forecast for: LW
[2025-10-14T23:58:22.698562] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LW' from 'https://tdm.silogroup.org/data/derivative_storage/LW.csv'.
[2025-10-14T23:58:22.707541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LW'.
[2025-10-14T23:58:22.707908] [INFO ] [FORECASTER] Starting predict_future for LW
[2025-10-14T23:58:22.732198] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:22.732894] [DEBUG] [LOCAL     ] No optimal features file found for LW: ./output/feature-sets/LW.txt
[2025-10-14T23:58:22.732947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:22.732979] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:22.733006] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:22.733062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:22.750098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:22.750635] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:22.750738] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:22.750774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:22.787502] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:22.787588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:22.787623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:22.787685] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:22.790764] [DEBUG] [FORECASTER] LW: Forecast T+1@11:T+2@11: DOWN (p=19.57%)
[2025-10-14T23:58:22.791010] [INFO ] [FORECASTER] Completed predict_future for LW
[2025-10-14T23:58:22.791133] [INFO ] [sig       ] LW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:22.930317] [INFO ] [LOCAL     ] Saved forecast: LW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LW.txt
[2025-10-14T23:58:22.930518] [INFO ] [sig       ] [1109/1812] Completed LW in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:22.930558] [INFO ] [sig       ] [1110/1812] Forecasting LXFR...
[2025-10-14T23:58:22.930588] [INFO ] [sig       ] Generating forecast for: LXFR
[2025-10-14T23:58:22.930620] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXFR' from 'https://tdm.silogroup.org/data/derivative_storage/LXFR.csv'.
[2025-10-14T23:58:22.939909] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXFR'.
[2025-10-14T23:58:22.940246] [INFO ] [FORECASTER] Starting predict_future for LXFR
[2025-10-14T23:58:22.964956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:22.965607] [DEBUG] [LOCAL     ] No optimal features file found for LXFR: ./output/feature-sets/LXFR.txt
[2025-10-14T23:58:22.965683] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:22.965730] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:22.965760] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:22.965816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:22.982758] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:22.983280] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:22.983356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:22.983388] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:23.020110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:23.020272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:23.020319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:23.020348] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:23.023677] [DEBUG] [FORECASTER] LXFR: Forecast T+1@11:T+2@11: UP (p=78.89%)
[2025-10-14T23:58:23.023946] [INFO ] [FORECASTER] Completed predict_future for LXFR
[2025-10-14T23:58:23.024077] [INFO ] [sig       ] LXFR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:23.163423] [INFO ] [LOCAL     ] Saved forecast: LXFR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LXFR.txt
[2025-10-14T23:58:23.163665] [INFO ] [sig       ] [1110/1812] Completed LXFR in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:23.163724] [INFO ] [sig       ] [1111/1812] Forecasting LXP...
[2025-10-14T23:58:23.163758] [INFO ] [sig       ] Generating forecast for: LXP
[2025-10-14T23:58:23.163789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXP' from 'https://tdm.silogroup.org/data/derivative_storage/LXP.csv'.
[2025-10-14T23:58:23.174916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXP'.
[2025-10-14T23:58:23.175371] [INFO ] [FORECASTER] Starting predict_future for LXP
[2025-10-14T23:58:23.207831] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:23.208665] [DEBUG] [LOCAL     ] No optimal features file found for LXP: ./output/feature-sets/LXP.txt
[2025-10-14T23:58:23.208725] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:23.208760] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:23.208788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:23.208845] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:23.225995] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:23.226827] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:23.226912] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:23.226946] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:23.263011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:23.263187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:23.263230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:23.263260] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:23.266962] [DEBUG] [FORECASTER] LXP: Forecast T+1@11:T+2@11: UP (p=50.08%)
[2025-10-14T23:58:23.267228] [INFO ] [FORECASTER] Completed predict_future for LXP
[2025-10-14T23:58:23.267365] [INFO ] [sig       ] LXP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:23.407184] [INFO ] [LOCAL     ] Saved forecast: LXP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LXP.txt
[2025-10-14T23:58:23.407380] [INFO ] [sig       ] [1111/1812] Completed LXP in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:23.407421] [INFO ] [sig       ] [1112/1812] Forecasting LXU...
[2025-10-14T23:58:23.407451] [INFO ] [sig       ] Generating forecast for: LXU
[2025-10-14T23:58:23.407481] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXU' from 'https://tdm.silogroup.org/data/derivative_storage/LXU.csv'.
[2025-10-14T23:58:23.415586] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXU'.
[2025-10-14T23:58:23.415857] [INFO ] [FORECASTER] Starting predict_future for LXU
[2025-10-14T23:58:23.440322] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:23.441065] [DEBUG] [LOCAL     ] No optimal features file found for LXU: ./output/feature-sets/LXU.txt
[2025-10-14T23:58:23.441117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:23.441149] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:23.441176] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:23.441232] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:23.458272] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:23.458816] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:23.458894] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:23.458930] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:23.492577] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:23.492670] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:23.492741] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:23.492774] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:23.495764] [DEBUG] [FORECASTER] LXU: Forecast T+1@11:T+2@11: DOWN (p=3.34%)
[2025-10-14T23:58:23.496002] [INFO ] [FORECASTER] Completed predict_future for LXU
[2025-10-14T23:58:23.496130] [INFO ] [sig       ] LXU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:23.635122] [INFO ] [LOCAL     ] Saved forecast: LXU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LXU.txt
[2025-10-14T23:58:23.635319] [INFO ] [sig       ] [1112/1812] Completed LXU in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:23.635360] [INFO ] [sig       ] [1113/1812] Forecasting LYB...
[2025-10-14T23:58:23.635390] [INFO ] [sig       ] Generating forecast for: LYB
[2025-10-14T23:58:23.635421] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYB' from 'https://tdm.silogroup.org/data/derivative_storage/LYB.csv'.
[2025-10-14T23:58:23.644116] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYB'.
[2025-10-14T23:58:23.644369] [INFO ] [FORECASTER] Starting predict_future for LYB
[2025-10-14T23:58:23.668953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:23.669628] [DEBUG] [LOCAL     ] No optimal features file found for LYB: ./output/feature-sets/LYB.txt
[2025-10-14T23:58:23.669717] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:23.669755] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:23.669783] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:23.669886] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:23.686925] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:23.687433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:23.687507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:23.687541] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:23.722009] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:23.722099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:23.722134] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:23.722162] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:23.725280] [DEBUG] [FORECASTER] LYB: Forecast T+1@11:T+2@11: UP (p=63.46%)
[2025-10-14T23:58:23.725564] [INFO ] [FORECASTER] Completed predict_future for LYB
[2025-10-14T23:58:23.725743] [INFO ] [sig       ] LYB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:23.865343] [INFO ] [LOCAL     ] Saved forecast: LYB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LYB.txt
[2025-10-14T23:58:23.865548] [INFO ] [sig       ] [1113/1812] Completed LYB in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-14T23:58:23.865589] [INFO ] [sig       ] [1114/1812] Forecasting LYG...
[2025-10-14T23:58:23.865620] [INFO ] [sig       ] Generating forecast for: LYG
[2025-10-14T23:58:23.865680] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYG' from 'https://tdm.silogroup.org/data/derivative_storage/LYG.csv'.
[2025-10-14T23:58:23.875002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYG'.
[2025-10-14T23:58:23.875391] [INFO ] [FORECASTER] Starting predict_future for LYG
[2025-10-14T23:58:23.900395] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:23.901235] [DEBUG] [LOCAL     ] No optimal features file found for LYG: ./output/feature-sets/LYG.txt
[2025-10-14T23:58:23.901295] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:23.901332] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:23.901385] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:23.901460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:23.920119] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:23.921049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:23.921135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:23.921168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:23.957298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:23.957489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:23.957555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:23.957588] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:23.961286] [DEBUG] [FORECASTER] LYG: Forecast T+1@11:T+2@11: UP (p=77.84%)
[2025-10-14T23:58:23.961555] [INFO ] [FORECASTER] Completed predict_future for LYG
[2025-10-14T23:58:23.961723] [INFO ] [sig       ] LYG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:24.107728] [INFO ] [LOCAL     ] Saved forecast: LYG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LYG.txt
[2025-10-14T23:58:24.107948] [INFO ] [sig       ] [1114/1812] Completed LYG in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:24.107991] [INFO ] [sig       ] [1115/1812] Forecasting LYV...
[2025-10-14T23:58:24.108021] [INFO ] [sig       ] Generating forecast for: LYV
[2025-10-14T23:58:24.108051] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYV' from 'https://tdm.silogroup.org/data/derivative_storage/LYV.csv'.
[2025-10-14T23:58:24.117407] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYV'.
[2025-10-14T23:58:24.117732] [INFO ] [FORECASTER] Starting predict_future for LYV
[2025-10-14T23:58:24.142002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:24.142698] [DEBUG] [LOCAL     ] No optimal features file found for LYV: ./output/feature-sets/LYV.txt
[2025-10-14T23:58:24.142753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:24.142786] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:24.142813] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:24.142867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:24.160003] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:24.160517] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:24.160596] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:24.160629] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:24.200358] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:24.200541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:24.200584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:24.200614] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:24.204154] [DEBUG] [FORECASTER] LYV: Forecast T+1@11:T+2@11: UP (p=95.46%)
[2025-10-14T23:58:24.204423] [INFO ] [FORECASTER] Completed predict_future for LYV
[2025-10-14T23:58:24.204566] [INFO ] [sig       ] LYV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:24.342210] [INFO ] [LOCAL     ] Saved forecast: LYV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LYV.txt
[2025-10-14T23:58:24.342442] [INFO ] [sig       ] [1115/1812] Completed LYV in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:24.342483] [INFO ] [sig       ] [1116/1812] Forecasting LZB...
[2025-10-14T23:58:24.342514] [INFO ] [sig       ] Generating forecast for: LZB
[2025-10-14T23:58:24.342546] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LZB' from 'https://tdm.silogroup.org/data/derivative_storage/LZB.csv'.
[2025-10-14T23:58:24.353703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LZB'.
[2025-10-14T23:58:24.354135] [INFO ] [FORECASTER] Starting predict_future for LZB
[2025-10-14T23:58:24.389789] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:24.390561] [DEBUG] [LOCAL     ] No optimal features file found for LZB: ./output/feature-sets/LZB.txt
[2025-10-14T23:58:24.390614] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:24.390675] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:24.390724] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:24.390790] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:24.407910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:24.408680] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:24.408769] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:24.408804] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:24.444689] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:24.444860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:24.444942] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:24.444973] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:24.450189] [DEBUG] [FORECASTER] LZB: Forecast T+1@11:T+2@11: UP (p=50.06%)
[2025-10-14T23:58:24.450504] [INFO ] [FORECASTER] Completed predict_future for LZB
[2025-10-14T23:58:24.450691] [INFO ] [sig       ] LZB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:24.597275] [INFO ] [LOCAL     ] Saved forecast: LZB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/LZB.txt
[2025-10-14T23:58:24.597503] [INFO ] [sig       ] [1116/1812] Completed LZB in 0.3s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:24.597545] [INFO ] [sig       ] [1117/1812] Forecasting LZM...
[2025-10-14T23:58:24.597577] [INFO ] [sig       ] Generating forecast for: LZM
[2025-10-14T23:58:24.597608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LZM' from 'https://tdm.silogroup.org/data/derivative_storage/LZM.csv'.
[2025-10-14T23:58:24.605922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LZM'.
[2025-10-14T23:58:24.606179] [INFO ] [FORECASTER] Starting predict_future for LZM
[2025-10-14T23:58:24.630568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:24.631256] [DEBUG] [LOCAL     ] No optimal features file found for LZM: ./output/feature-sets/LZM.txt
[2025-10-14T23:58:24.631308] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:24.631340] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:24.631368] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:24.631423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:24.648291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:24.648846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:24.648923] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:24.648956] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:24.683670] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:24.683760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:24.683797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:24.683825] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:24.686849] [DEBUG] [FORECASTER] LZM: Forecast T+1@11:T+2@11: DOWN (p=33.73%)
[2025-10-14T23:58:24.687098] [INFO ] [FORECASTER] Completed predict_future for LZM
[2025-10-14T23:58:24.687225] [INFO ] [sig       ] LZM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:24.825104] [INFO ] [LOCAL     ] Saved forecast: LZM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/LZM.txt
[2025-10-14T23:58:24.825308] [INFO ] [sig       ] [1117/1812] Completed LZM in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:24.825349] [INFO ] [sig       ] [1118/1812] Forecasting M...
[2025-10-14T23:58:24.825380] [INFO ] [sig       ] Generating forecast for: M
[2025-10-14T23:58:24.825411] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'M' from 'https://tdm.silogroup.org/data/derivative_storage/M.csv'.
[2025-10-14T23:58:24.835256] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'M'.
[2025-10-14T23:58:24.835607] [INFO ] [FORECASTER] Starting predict_future for M
[2025-10-14T23:58:24.860409] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:24.861219] [DEBUG] [LOCAL     ] No optimal features file found for M: ./output/feature-sets/M.txt
[2025-10-14T23:58:24.861273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:24.861306] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:24.861335] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:24.861392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:24.878302] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:24.879047] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:24.879128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:24.879162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:24.917594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:24.917796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:24.917846] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:24.917876] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:24.921360] [DEBUG] [FORECASTER] M: Forecast T+1@11:T+2@11: DOWN (p=49.70%)
[2025-10-14T23:58:24.921628] [INFO ] [FORECASTER] Completed predict_future for M
[2025-10-14T23:58:24.921803] [INFO ] [sig       ] M: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:25.059433] [INFO ] [LOCAL     ] Saved forecast: M	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/M.txt
[2025-10-14T23:58:25.059747] [INFO ] [sig       ] [1118/1812] Completed M in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:25.059807] [INFO ] [sig       ] [1119/1812] Forecasting MA...
[2025-10-14T23:58:25.059839] [INFO ] [sig       ] Generating forecast for: MA
[2025-10-14T23:58:25.059869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MA' from 'https://tdm.silogroup.org/data/derivative_storage/MA.csv'.
[2025-10-14T23:58:25.068031] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MA'.
[2025-10-14T23:58:25.068341] [INFO ] [FORECASTER] Starting predict_future for MA
[2025-10-14T23:58:25.092742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:25.093396] [DEBUG] [LOCAL     ] No optimal features file found for MA: ./output/feature-sets/MA.txt
[2025-10-14T23:58:25.093448] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:25.093480] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:25.093508] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:25.093565] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:25.110701] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:25.111236] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:25.111310] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:25.111343] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:25.146078] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:25.146178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:25.146214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:25.146261] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:25.149384] [DEBUG] [FORECASTER] MA: Forecast T+1@11:T+2@11: UP (p=84.59%)
[2025-10-14T23:58:25.149696] [INFO ] [FORECASTER] Completed predict_future for MA
[2025-10-14T23:58:25.149842] [INFO ] [sig       ] MA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:25.290440] [INFO ] [LOCAL     ] Saved forecast: MA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MA.txt
[2025-10-14T23:58:25.290732] [INFO ] [sig       ] [1119/1812] Completed MA in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:25.290791] [INFO ] [sig       ] [1120/1812] Forecasting MAA...
[2025-10-14T23:58:25.290826] [INFO ] [sig       ] Generating forecast for: MAA
[2025-10-14T23:58:25.290859] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAA' from 'https://tdm.silogroup.org/data/derivative_storage/MAA.csv'.
[2025-10-14T23:58:25.299564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAA'.
[2025-10-14T23:58:25.299916] [INFO ] [FORECASTER] Starting predict_future for MAA
[2025-10-14T23:58:25.324573] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:25.325266] [DEBUG] [LOCAL     ] No optimal features file found for MAA: ./output/feature-sets/MAA.txt
[2025-10-14T23:58:25.325318] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:25.325351] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:25.325379] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:25.325435] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:25.342820] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:25.343326] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:25.343401] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:25.343435] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:25.379187] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:25.379312] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:25.379349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:25.379378] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:25.382607] [DEBUG] [FORECASTER] MAA: Forecast T+1@11:T+2@11: DOWN (p=21.13%)
[2025-10-14T23:58:25.382893] [INFO ] [FORECASTER] Completed predict_future for MAA
[2025-10-14T23:58:25.383025] [INFO ] [sig       ] MAA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:25.522695] [INFO ] [LOCAL     ] Saved forecast: MAA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MAA.txt
[2025-10-14T23:58:25.522940] [INFO ] [sig       ] [1120/1812] Completed MAA in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:25.522982] [INFO ] [sig       ] [1121/1812] Forecasting MAC...
[2025-10-14T23:58:25.523013] [INFO ] [sig       ] Generating forecast for: MAC
[2025-10-14T23:58:25.523043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAC' from 'https://tdm.silogroup.org/data/derivative_storage/MAC.csv'.
[2025-10-14T23:58:25.532033] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAC'.
[2025-10-14T23:58:25.532421] [INFO ] [FORECASTER] Starting predict_future for MAC
[2025-10-14T23:58:25.557313] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:25.558109] [DEBUG] [LOCAL     ] No optimal features file found for MAC: ./output/feature-sets/MAC.txt
[2025-10-14T23:58:25.558165] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:25.558199] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:25.558227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:25.558301] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:25.575599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:25.576169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:25.576245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:25.576279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:25.611792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:25.611871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:25.611906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:25.611935] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:25.614889] [DEBUG] [FORECASTER] MAC: Forecast T+1@11:T+2@11: DOWN (p=23.72%)
[2025-10-14T23:58:25.615129] [INFO ] [FORECASTER] Completed predict_future for MAC
[2025-10-14T23:58:25.615256] [INFO ] [sig       ] MAC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:25.754195] [INFO ] [LOCAL     ] Saved forecast: MAC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MAC.txt
[2025-10-14T23:58:25.754382] [INFO ] [sig       ] [1121/1812] Completed MAC in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:25.754423] [INFO ] [sig       ] [1122/1812] Forecasting MAGN...
[2025-10-14T23:58:25.754453] [INFO ] [sig       ] Generating forecast for: MAGN
[2025-10-14T23:58:25.754484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAGN' from 'https://tdm.silogroup.org/data/derivative_storage/MAGN.csv'.
[2025-10-14T23:58:25.764424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAGN'.
[2025-10-14T23:58:25.764799] [INFO ] [FORECASTER] Starting predict_future for MAGN
[2025-10-14T23:58:25.789934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:25.790615] [DEBUG] [LOCAL     ] No optimal features file found for MAGN: ./output/feature-sets/MAGN.txt
[2025-10-14T23:58:25.790692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:25.790736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:25.790766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:25.790822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:25.807696] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:25.808255] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:25.808334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:25.808366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:25.842057] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:25.842145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:25.842180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:25.842208] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:25.845198] [DEBUG] [FORECASTER] MAGN: Forecast T+1@11:T+2@11: UP (p=62.25%)
[2025-10-14T23:58:25.845443] [INFO ] [FORECASTER] Completed predict_future for MAGN
[2025-10-14T23:58:25.845581] [INFO ] [sig       ] MAGN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:25.983840] [INFO ] [LOCAL     ] Saved forecast: MAGN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MAGN.txt
[2025-10-14T23:58:25.984068] [INFO ] [sig       ] [1122/1812] Completed MAGN in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:25.984109] [INFO ] [sig       ] [1123/1812] Forecasting MAIN...
[2025-10-14T23:58:25.984141] [INFO ] [sig       ] Generating forecast for: MAIN
[2025-10-14T23:58:25.984172] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAIN' from 'https://tdm.silogroup.org/data/derivative_storage/MAIN.csv'.
[2025-10-14T23:58:25.992914] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAIN'.
[2025-10-14T23:58:25.993253] [INFO ] [FORECASTER] Starting predict_future for MAIN
[2025-10-14T23:58:26.018135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:26.018948] [DEBUG] [LOCAL     ] No optimal features file found for MAIN: ./output/feature-sets/MAIN.txt
[2025-10-14T23:58:26.019001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:26.019034] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:26.019063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:26.019119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:26.036433] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:26.037087] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:26.037166] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:26.037200] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:26.073322] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:26.073496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:26.073537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:26.073566] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:26.076999] [DEBUG] [FORECASTER] MAIN: Forecast T+1@11:T+2@11: UP (p=98.70%)
[2025-10-14T23:58:26.077271] [INFO ] [FORECASTER] Completed predict_future for MAIN
[2025-10-14T23:58:26.077404] [INFO ] [sig       ] MAIN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:26.219048] [INFO ] [LOCAL     ] Saved forecast: MAIN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MAIN.txt
[2025-10-14T23:58:26.219247] [INFO ] [sig       ] [1123/1812] Completed MAIN in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:26.219289] [INFO ] [sig       ] [1124/1812] Forecasting MAN...
[2025-10-14T23:58:26.219321] [INFO ] [sig       ] Generating forecast for: MAN
[2025-10-14T23:58:26.219352] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAN' from 'https://tdm.silogroup.org/data/derivative_storage/MAN.csv'.
[2025-10-14T23:58:26.228712] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAN'.
[2025-10-14T23:58:26.228969] [INFO ] [FORECASTER] Starting predict_future for MAN
[2025-10-14T23:58:26.253563] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:26.254301] [DEBUG] [LOCAL     ] No optimal features file found for MAN: ./output/feature-sets/MAN.txt
[2025-10-14T23:58:26.254355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:26.254389] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:26.254417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:26.254474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:26.271855] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:26.272399] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:26.272477] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:26.272510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:26.322764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:26.322972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:26.323031] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:26.323078] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:26.328053] [DEBUG] [FORECASTER] MAN: Forecast T+1@11:T+2@11: UP (p=72.64%)
[2025-10-14T23:58:26.328531] [INFO ] [FORECASTER] Completed predict_future for MAN
[2025-10-14T23:58:26.328730] [INFO ] [sig       ] MAN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:26.471053] [INFO ] [LOCAL     ] Saved forecast: MAN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MAN.txt
[2025-10-14T23:58:26.471255] [INFO ] [sig       ] [1124/1812] Completed MAN in 0.3s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:26.471303] [INFO ] [sig       ] [1125/1812] Forecasting MANU...
[2025-10-14T23:58:26.471336] [INFO ] [sig       ] Generating forecast for: MANU
[2025-10-14T23:58:26.471367] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MANU' from 'https://tdm.silogroup.org/data/derivative_storage/MANU.csv'.
[2025-10-14T23:58:26.480727] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MANU'.
[2025-10-14T23:58:26.481073] [INFO ] [FORECASTER] Starting predict_future for MANU
[2025-10-14T23:58:26.505941] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:26.506628] [DEBUG] [LOCAL     ] No optimal features file found for MANU: ./output/feature-sets/MANU.txt
[2025-10-14T23:58:26.506718] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:26.506757] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:26.506786] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:26.506844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:26.523736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:26.524260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:26.524337] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:26.524370] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:26.565787] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:26.565938] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:26.565978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:26.566006] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:26.569383] [DEBUG] [FORECASTER] MANU: Forecast T+1@11:T+2@11: DOWN (p=3.77%)
[2025-10-14T23:58:26.569668] [INFO ] [FORECASTER] Completed predict_future for MANU
[2025-10-14T23:58:26.569829] [INFO ] [sig       ] MANU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:26.708382] [INFO ] [LOCAL     ] Saved forecast: MANU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MANU.txt
[2025-10-14T23:58:26.708636] [INFO ] [sig       ] [1125/1812] Completed MANU in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:26.708718] [INFO ] [sig       ] [1126/1812] Forecasting MAS...
[2025-10-14T23:58:26.708756] [INFO ] [sig       ] Generating forecast for: MAS
[2025-10-14T23:58:26.708788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAS' from 'https://tdm.silogroup.org/data/derivative_storage/MAS.csv'.
[2025-10-14T23:58:26.718256] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAS'.
[2025-10-14T23:58:26.718528] [INFO ] [FORECASTER] Starting predict_future for MAS
[2025-10-14T23:58:26.742992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:26.743683] [DEBUG] [LOCAL     ] No optimal features file found for MAS: ./output/feature-sets/MAS.txt
[2025-10-14T23:58:26.743738] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:26.743771] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:26.743850] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:26.743915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:26.760792] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:26.761385] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:26.761463] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:26.761496] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:26.802391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:26.802519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:26.802573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:26.802622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:26.805904] [DEBUG] [FORECASTER] MAS: Forecast T+1@11:T+2@11: DOWN (p=7.21%)
[2025-10-14T23:58:26.806153] [INFO ] [FORECASTER] Completed predict_future for MAS
[2025-10-14T23:58:26.806288] [INFO ] [sig       ] MAS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:26.944105] [INFO ] [LOCAL     ] Saved forecast: MAS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MAS.txt
[2025-10-14T23:58:26.944343] [INFO ] [sig       ] [1126/1812] Completed MAS in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:26.944395] [INFO ] [sig       ] [1127/1812] Forecasting MATV...
[2025-10-14T23:58:26.944425] [INFO ] [sig       ] Generating forecast for: MATV
[2025-10-14T23:58:26.944455] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MATV' from 'https://tdm.silogroup.org/data/derivative_storage/MATV.csv'.
[2025-10-14T23:58:26.953500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MATV'.
[2025-10-14T23:58:26.953790] [INFO ] [FORECASTER] Starting predict_future for MATV
[2025-10-14T23:58:26.978095] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:26.978826] [DEBUG] [LOCAL     ] No optimal features file found for MATV: ./output/feature-sets/MATV.txt
[2025-10-14T23:58:26.978879] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:26.978912] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:26.978939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:26.978995] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:26.996148] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:26.996707] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:26.996787] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:26.996820] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:27.035438] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:27.035577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:27.035620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:27.035679] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:27.039092] [DEBUG] [FORECASTER] MATV: Forecast T+1@11:T+2@11: DOWN (p=18.49%)
[2025-10-14T23:58:27.039352] [INFO ] [FORECASTER] Completed predict_future for MATV
[2025-10-14T23:58:27.039494] [INFO ] [sig       ] MATV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:27.178535] [INFO ] [LOCAL     ] Saved forecast: MATV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MATV.txt
[2025-10-14T23:58:27.178787] [INFO ] [sig       ] [1127/1812] Completed MATV in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:27.178846] [INFO ] [sig       ] [1128/1812] Forecasting MAX...
[2025-10-14T23:58:27.178879] [INFO ] [sig       ] Generating forecast for: MAX
[2025-10-14T23:58:27.178910] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAX' from 'https://tdm.silogroup.org/data/derivative_storage/MAX.csv'.
[2025-10-14T23:58:27.188223] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAX'.
[2025-10-14T23:58:27.188570] [INFO ] [FORECASTER] Starting predict_future for MAX
[2025-10-14T23:58:27.213264] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:27.213953] [DEBUG] [LOCAL     ] No optimal features file found for MAX: ./output/feature-sets/MAX.txt
[2025-10-14T23:58:27.214009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:27.214048] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:27.214075] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:27.214131] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:27.231378] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:27.231941] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:27.232020] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:27.232053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:27.277003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:27.277195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:27.277237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:27.277267] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:27.281107] [DEBUG] [FORECASTER] MAX: Forecast T+1@11:T+2@11: DOWN (p=14.80%)
[2025-10-14T23:58:27.281394] [INFO ] [FORECASTER] Completed predict_future for MAX
[2025-10-14T23:58:27.281535] [INFO ] [sig       ] MAX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:27.421965] [INFO ] [LOCAL     ] Saved forecast: MAX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MAX.txt
[2025-10-14T23:58:27.422191] [INFO ] [sig       ] [1128/1812] Completed MAX in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:27.422232] [INFO ] [sig       ] [1129/1812] Forecasting MBC...
[2025-10-14T23:58:27.422262] [INFO ] [sig       ] Generating forecast for: MBC
[2025-10-14T23:58:27.422292] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MBC' from 'https://tdm.silogroup.org/data/derivative_storage/MBC.csv'.
[2025-10-14T23:58:27.431817] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MBC'.
[2025-10-14T23:58:27.432079] [INFO ] [FORECASTER] Starting predict_future for MBC
[2025-10-14T23:58:27.456629] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:27.457311] [DEBUG] [LOCAL     ] No optimal features file found for MBC: ./output/feature-sets/MBC.txt
[2025-10-14T23:58:27.457363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:27.457395] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:27.457421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:27.457476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:27.474561] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:27.475130] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:27.475206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:27.475239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:27.517216] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:27.517710] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:27.517756] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:27.517786] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:27.521085] [DEBUG] [FORECASTER] MBC: Forecast T+1@11:T+2@11: UP (p=90.21%)
[2025-10-14T23:58:27.521332] [INFO ] [FORECASTER] Completed predict_future for MBC
[2025-10-14T23:58:27.521464] [INFO ] [sig       ] MBC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:27.660661] [INFO ] [LOCAL     ] Saved forecast: MBC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MBC.txt
[2025-10-14T23:58:27.660872] [INFO ] [sig       ] [1129/1812] Completed MBC in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:27.660914] [INFO ] [sig       ] [1130/1812] Forecasting MBI...
[2025-10-14T23:58:27.660944] [INFO ] [sig       ] Generating forecast for: MBI
[2025-10-14T23:58:27.660974] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MBI' from 'https://tdm.silogroup.org/data/derivative_storage/MBI.csv'.
[2025-10-14T23:58:27.670312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MBI'.
[2025-10-14T23:58:27.670665] [INFO ] [FORECASTER] Starting predict_future for MBI
[2025-10-14T23:58:27.695512] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:27.696221] [DEBUG] [LOCAL     ] No optimal features file found for MBI: ./output/feature-sets/MBI.txt
[2025-10-14T23:58:27.696273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:27.696307] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:27.696334] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:27.696390] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:27.713432] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:27.714011] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:27.714089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:27.714122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:27.744004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:27.744090] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:27.744125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:27.744153] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:27.747120] [DEBUG] [FORECASTER] MBI: Forecast T+1@11:T+2@11: DOWN (p=2.56%)
[2025-10-14T23:58:27.747363] [INFO ] [FORECASTER] Completed predict_future for MBI
[2025-10-14T23:58:27.747485] [INFO ] [sig       ] MBI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:27.885115] [INFO ] [LOCAL     ] Saved forecast: MBI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MBI.txt
[2025-10-14T23:58:27.885340] [INFO ] [sig       ] [1130/1812] Completed MBI in 0.2s | 4.23 sym/s | Total: 4.4m | ETA: 2.7m
[2025-10-14T23:58:27.885382] [INFO ] [sig       ] [1131/1812] Forecasting MC...
[2025-10-14T23:58:27.885413] [INFO ] [sig       ] Generating forecast for: MC
[2025-10-14T23:58:27.885444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MC' from 'https://tdm.silogroup.org/data/derivative_storage/MC.csv'.
[2025-10-14T23:58:27.893550] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MC'.
[2025-10-14T23:58:27.893828] [INFO ] [FORECASTER] Starting predict_future for MC
[2025-10-14T23:58:27.918176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:27.918900] [DEBUG] [LOCAL     ] No optimal features file found for MC: ./output/feature-sets/MC.txt
[2025-10-14T23:58:27.918953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:27.918986] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:27.919014] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:27.919070] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:27.935903] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:27.936408] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:27.936483] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:27.936517] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:27.966421] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:27.966517] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:27.966553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:27.966585] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:27.969678] [DEBUG] [FORECASTER] MC: Forecast T+1@11:T+2@11: UP (p=95.38%)
[2025-10-14T23:58:27.969930] [INFO ] [FORECASTER] Completed predict_future for MC
[2025-10-14T23:58:27.970054] [INFO ] [sig       ] MC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:28.112772] [INFO ] [LOCAL     ] Saved forecast: MC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MC.txt
[2025-10-14T23:58:28.113000] [INFO ] [sig       ] [1131/1812] Completed MC in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:28.113070] [INFO ] [sig       ] [1132/1812] Forecasting MCB...
[2025-10-14T23:58:28.113120] [INFO ] [sig       ] Generating forecast for: MCB
[2025-10-14T23:58:28.113154] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCB' from 'https://tdm.silogroup.org/data/derivative_storage/MCB.csv'.
[2025-10-14T23:58:28.121066] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCB'.
[2025-10-14T23:58:28.121330] [INFO ] [FORECASTER] Starting predict_future for MCB
[2025-10-14T23:58:28.146518] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:28.147213] [DEBUG] [LOCAL     ] No optimal features file found for MCB: ./output/feature-sets/MCB.txt
[2025-10-14T23:58:28.147266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:28.147299] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:28.147326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:28.147382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:28.165725] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:28.166476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:28.166552] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:28.166585] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:28.199585] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:28.199726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:28.199774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:28.199805] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:28.202974] [DEBUG] [FORECASTER] MCB: Forecast T+1@11:T+2@11: DOWN (p=4.93%)
[2025-10-14T23:58:28.203227] [INFO ] [FORECASTER] Completed predict_future for MCB
[2025-10-14T23:58:28.203351] [INFO ] [sig       ] MCB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:28.353715] [INFO ] [LOCAL     ] Saved forecast: MCB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MCB.txt
[2025-10-14T23:58:28.353952] [INFO ] [sig       ] [1132/1812] Completed MCB in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:28.353995] [INFO ] [sig       ] [1133/1812] Forecasting MCI...
[2025-10-14T23:58:28.354025] [INFO ] [sig       ] Generating forecast for: MCI
[2025-10-14T23:58:28.354056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCI' from 'https://tdm.silogroup.org/data/derivative_storage/MCI.csv'.
[2025-10-14T23:58:28.366126] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCI'.
[2025-10-14T23:58:28.366639] [INFO ] [FORECASTER] Starting predict_future for MCI
[2025-10-14T23:58:28.404229] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:28.405137] [DEBUG] [LOCAL     ] No optimal features file found for MCI: ./output/feature-sets/MCI.txt
[2025-10-14T23:58:28.405201] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:28.405237] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:28.405269] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:28.405330] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:28.425465] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:28.426610] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:28.426731] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:28.426775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:28.470567] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:28.470783] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:28.470839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:28.470897] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:28.474999] [DEBUG] [FORECASTER] MCI: Forecast T+1@11:T+2@11: UP (p=53.74%)
[2025-10-14T23:58:28.475341] [INFO ] [FORECASTER] Completed predict_future for MCI
[2025-10-14T23:58:28.475492] [INFO ] [sig       ] MCI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:28.691736] [INFO ] [LOCAL     ] Saved forecast: MCI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MCI.txt
[2025-10-14T23:58:28.692136] [INFO ] [sig       ] [1133/1812] Completed MCI in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:28.692213] [INFO ] [sig       ] [1134/1812] Forecasting MCK...
[2025-10-14T23:58:28.692269] [INFO ] [sig       ] Generating forecast for: MCK
[2025-10-14T23:58:28.692323] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCK' from 'https://tdm.silogroup.org/data/derivative_storage/MCK.csv'.
[2025-10-14T23:58:28.704284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCK'.
[2025-10-14T23:58:28.704874] [INFO ] [FORECASTER] Starting predict_future for MCK
[2025-10-14T23:58:28.743771] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:28.744981] [DEBUG] [LOCAL     ] No optimal features file found for MCK: ./output/feature-sets/MCK.txt
[2025-10-14T23:58:28.745058] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:28.745115] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:28.745164] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:28.745258] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:28.770478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:28.771538] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:28.771675] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:28.771742] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:28.821496] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:28.821726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:28.821799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:28.821849] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:28.827167] [DEBUG] [FORECASTER] MCK: Forecast T+1@11:T+2@11: UP (p=88.78%)
[2025-10-14T23:58:28.827618] [INFO ] [FORECASTER] Completed predict_future for MCK
[2025-10-14T23:58:28.827855] [INFO ] [sig       ] MCK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:28.998147] [INFO ] [LOCAL     ] Saved forecast: MCK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MCK.txt
[2025-10-14T23:58:28.998491] [INFO ] [sig       ] [1134/1812] Completed MCK in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:28.998553] [INFO ] [sig       ] [1135/1812] Forecasting MCN...
[2025-10-14T23:58:28.998597] [INFO ] [sig       ] Generating forecast for: MCN
[2025-10-14T23:58:28.998687] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCN' from 'https://tdm.silogroup.org/data/derivative_storage/MCN.csv'.
[2025-10-14T23:58:29.009524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCN'.
[2025-10-14T23:58:29.010039] [INFO ] [FORECASTER] Starting predict_future for MCN
[2025-10-14T23:58:29.044291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:29.045535] [DEBUG] [LOCAL     ] No optimal features file found for MCN: ./output/feature-sets/MCN.txt
[2025-10-14T23:58:29.045613] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:29.045707] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:29.045768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:29.045867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:29.074388] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:29.075551] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:29.075703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:29.075774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:29.122120] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:29.122294] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:29.122338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:29.122371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:29.126952] [DEBUG] [FORECASTER] MCN: Forecast T+1@11:T+2@11: UP (p=58.80%)
[2025-10-14T23:58:29.127282] [INFO ] [FORECASTER] Completed predict_future for MCN
[2025-10-14T23:58:29.127442] [INFO ] [sig       ] MCN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:29.314694] [INFO ] [LOCAL     ] Saved forecast: MCN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MCN.txt
[2025-10-14T23:58:29.314938] [INFO ] [sig       ] [1135/1812] Completed MCN in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:29.314985] [INFO ] [sig       ] [1136/1812] Forecasting MCO...
[2025-10-14T23:58:29.315018] [INFO ] [sig       ] Generating forecast for: MCO
[2025-10-14T23:58:29.315051] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCO' from 'https://tdm.silogroup.org/data/derivative_storage/MCO.csv'.
[2025-10-14T23:58:29.324942] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCO'.
[2025-10-14T23:58:29.325381] [INFO ] [FORECASTER] Starting predict_future for MCO
[2025-10-14T23:58:29.354292] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:29.355557] [DEBUG] [LOCAL     ] No optimal features file found for MCO: ./output/feature-sets/MCO.txt
[2025-10-14T23:58:29.355621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:29.355688] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:29.355733] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:29.355793] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:29.375868] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:29.376717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:29.376808] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:29.376845] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:29.425580] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:29.425785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:29.425838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:29.425869] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:29.430125] [DEBUG] [FORECASTER] MCO: Forecast T+1@11:T+2@11: UP (p=94.05%)
[2025-10-14T23:58:29.430457] [INFO ] [FORECASTER] Completed predict_future for MCO
[2025-10-14T23:58:29.430615] [INFO ] [sig       ] MCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:29.590931] [INFO ] [LOCAL     ] Saved forecast: MCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MCO.txt
[2025-10-14T23:58:29.591165] [INFO ] [sig       ] [1136/1812] Completed MCO in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:29.591212] [INFO ] [sig       ] [1137/1812] Forecasting MCR...
[2025-10-14T23:58:29.591247] [INFO ] [sig       ] Generating forecast for: MCR
[2025-10-14T23:58:29.591299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCR' from 'https://tdm.silogroup.org/data/derivative_storage/MCR.csv'.
[2025-10-14T23:58:29.601259] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCR'.
[2025-10-14T23:58:29.601619] [INFO ] [FORECASTER] Starting predict_future for MCR
[2025-10-14T23:58:29.626403] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:29.627125] [DEBUG] [LOCAL     ] No optimal features file found for MCR: ./output/feature-sets/MCR.txt
[2025-10-14T23:58:29.627178] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:29.627211] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:29.627239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:29.627296] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:29.644531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:29.645088] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:29.645167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:29.645202] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:29.680104] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:29.680199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:29.680238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:29.680269] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:29.683889] [DEBUG] [FORECASTER] MCR: Forecast T+1@11:T+2@11: DOWN (p=43.21%)
[2025-10-14T23:58:29.684168] [INFO ] [FORECASTER] Completed predict_future for MCR
[2025-10-14T23:58:29.684304] [INFO ] [sig       ] MCR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:29.821932] [INFO ] [LOCAL     ] Saved forecast: MCR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MCR.txt
[2025-10-14T23:58:29.822137] [INFO ] [sig       ] [1137/1812] Completed MCR in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:29.822178] [INFO ] [sig       ] [1138/1812] Forecasting MCS...
[2025-10-14T23:58:29.822209] [INFO ] [sig       ] Generating forecast for: MCS
[2025-10-14T23:58:29.822240] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCS' from 'https://tdm.silogroup.org/data/derivative_storage/MCS.csv'.
[2025-10-14T23:58:29.830634] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCS'.
[2025-10-14T23:58:29.830932] [INFO ] [FORECASTER] Starting predict_future for MCS
[2025-10-14T23:58:29.855306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:29.856006] [DEBUG] [LOCAL     ] No optimal features file found for MCS: ./output/feature-sets/MCS.txt
[2025-10-14T23:58:29.856059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:29.856092] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:29.856120] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:29.856176] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:29.873058] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:29.873569] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:29.873665] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:29.873719] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:29.903844] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:29.903946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:29.903982] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:29.904011] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:29.907059] [DEBUG] [FORECASTER] MCS: Forecast T+1@11:T+2@11: DOWN (p=5.15%)
[2025-10-14T23:58:29.907308] [INFO ] [FORECASTER] Completed predict_future for MCS
[2025-10-14T23:58:29.907429] [INFO ] [sig       ] MCS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:30.052108] [INFO ] [LOCAL     ] Saved forecast: MCS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MCS.txt
[2025-10-14T23:58:30.052312] [INFO ] [sig       ] [1138/1812] Completed MCS in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:30.052361] [INFO ] [sig       ] [1139/1812] Forecasting MCY...
[2025-10-14T23:58:30.052392] [INFO ] [sig       ] Generating forecast for: MCY
[2025-10-14T23:58:30.052423] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCY' from 'https://tdm.silogroup.org/data/derivative_storage/MCY.csv'.
[2025-10-14T23:58:30.060502] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCY'.
[2025-10-14T23:58:30.060790] [INFO ] [FORECASTER] Starting predict_future for MCY
[2025-10-14T23:58:30.085238] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:30.085960] [DEBUG] [LOCAL     ] No optimal features file found for MCY: ./output/feature-sets/MCY.txt
[2025-10-14T23:58:30.086013] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:30.086091] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:30.086129] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:30.086187] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:30.103306] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:30.103905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:30.103982] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:30.104016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:30.138236] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:30.138372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:30.138411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:30.138440] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:30.141746] [DEBUG] [FORECASTER] MCY: Forecast T+1@11:T+2@11: UP (p=93.48%)
[2025-10-14T23:58:30.142004] [INFO ] [FORECASTER] Completed predict_future for MCY
[2025-10-14T23:58:30.142128] [INFO ] [sig       ] MCY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:30.280342] [INFO ] [LOCAL     ] Saved forecast: MCY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MCY.txt
[2025-10-14T23:58:30.280536] [INFO ] [sig       ] [1139/1812] Completed MCY in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-14T23:58:30.280577] [INFO ] [sig       ] [1140/1812] Forecasting MD...
[2025-10-14T23:58:30.280607] [INFO ] [sig       ] Generating forecast for: MD
[2025-10-14T23:58:30.280638] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MD' from 'https://tdm.silogroup.org/data/derivative_storage/MD.csv'.
[2025-10-14T23:58:30.290628] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MD'.
[2025-10-14T23:58:30.291015] [INFO ] [FORECASTER] Starting predict_future for MD
[2025-10-14T23:58:30.318441] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:30.319320] [DEBUG] [LOCAL     ] No optimal features file found for MD: ./output/feature-sets/MD.txt
[2025-10-14T23:58:30.319380] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:30.319415] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:30.319444] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:30.319502] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:30.340550] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:30.341314] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:30.341403] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:30.341437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:30.381432] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:30.381588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:30.381666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:30.381723] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:30.385184] [DEBUG] [FORECASTER] MD: Forecast T+1@11:T+2@11: UP (p=64.17%)
[2025-10-14T23:58:30.385463] [INFO ] [FORECASTER] Completed predict_future for MD
[2025-10-14T23:58:30.385637] [INFO ] [sig       ] MD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:30.553824] [INFO ] [LOCAL     ] Saved forecast: MD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MD.txt
[2025-10-14T23:58:30.554058] [INFO ] [sig       ] [1140/1812] Completed MD in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:30.554137] [INFO ] [sig       ] [1141/1812] Forecasting MDST...
[2025-10-14T23:58:30.554207] [INFO ] [sig       ] Generating forecast for: MDST
[2025-10-14T23:58:30.554279] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDST' from 'https://tdm.silogroup.org/data/derivative_storage/MDST.csv'.
[2025-10-14T23:58:30.563275] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDST'.
[2025-10-14T23:58:30.563584] [INFO ] [FORECASTER] Starting predict_future for MDST
[2025-10-14T23:58:30.591239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:30.592084] [DEBUG] [LOCAL     ] No optimal features file found for MDST: ./output/feature-sets/MDST.txt
[2025-10-14T23:58:30.592139] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:30.592173] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:30.592202] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:30.592260] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:30.610916] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:30.611555] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:30.611636] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:30.611715] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:30.649257] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:30.649400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:30.649475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:30.649548] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:30.653216] [DEBUG] [FORECASTER] MDST: Forecast T+1@11:T+2@11: UP (p=65.86%)
[2025-10-14T23:58:30.653500] [INFO ] [FORECASTER] Completed predict_future for MDST
[2025-10-14T23:58:30.653683] [INFO ] [sig       ] MDST: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:30.806163] [INFO ] [LOCAL     ] Saved forecast: MDST	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MDST.txt
[2025-10-14T23:58:30.806408] [INFO ] [sig       ] [1141/1812] Completed MDST in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:30.806451] [INFO ] [sig       ] [1142/1812] Forecasting MDT...
[2025-10-14T23:58:30.806482] [INFO ] [sig       ] Generating forecast for: MDT
[2025-10-14T23:58:30.806513] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDT' from 'https://tdm.silogroup.org/data/derivative_storage/MDT.csv'.
[2025-10-14T23:58:30.815730] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDT'.
[2025-10-14T23:58:30.816034] [INFO ] [FORECASTER] Starting predict_future for MDT
[2025-10-14T23:58:30.843443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:30.844228] [DEBUG] [LOCAL     ] No optimal features file found for MDT: ./output/feature-sets/MDT.txt
[2025-10-14T23:58:30.844281] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:30.844314] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:30.844343] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:30.844420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:30.863055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:30.863686] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:30.863776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:30.863810] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:30.900432] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:30.900550] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:30.900590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:30.900619] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:30.903946] [DEBUG] [FORECASTER] MDT: Forecast T+1@11:T+2@11: DOWN (p=4.25%)
[2025-10-14T23:58:30.904206] [INFO ] [FORECASTER] Completed predict_future for MDT
[2025-10-14T23:58:30.904339] [INFO ] [sig       ] MDT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:31.043380] [INFO ] [LOCAL     ] Saved forecast: MDT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MDT.txt
[2025-10-14T23:58:31.043627] [INFO ] [sig       ] [1142/1812] Completed MDT in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:31.043711] [INFO ] [sig       ] [1143/1812] Forecasting MDU...
[2025-10-14T23:58:31.043753] [INFO ] [sig       ] Generating forecast for: MDU
[2025-10-14T23:58:31.043786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDU' from 'https://tdm.silogroup.org/data/derivative_storage/MDU.csv'.
[2025-10-14T23:58:31.052531] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDU'.
[2025-10-14T23:58:31.052880] [INFO ] [FORECASTER] Starting predict_future for MDU
[2025-10-14T23:58:31.079723] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:31.080427] [DEBUG] [LOCAL     ] No optimal features file found for MDU: ./output/feature-sets/MDU.txt
[2025-10-14T23:58:31.080481] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:31.080514] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:31.080542] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:31.080599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:31.099913] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:31.100660] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:31.100750] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:31.100784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:31.138299] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:31.138449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:31.138491] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:31.138522] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:31.142513] [DEBUG] [FORECASTER] MDU: Forecast T+1@11:T+2@11: UP (p=90.06%)
[2025-10-14T23:58:31.142899] [INFO ] [FORECASTER] Completed predict_future for MDU
[2025-10-14T23:58:31.143107] [INFO ] [sig       ] MDU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:31.296348] [INFO ] [LOCAL     ] Saved forecast: MDU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MDU.txt
[2025-10-14T23:58:31.296601] [INFO ] [sig       ] [1143/1812] Completed MDU in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:31.296699] [INFO ] [sig       ] [1144/1812] Forecasting MDV...
[2025-10-14T23:58:31.296746] [INFO ] [sig       ] Generating forecast for: MDV
[2025-10-14T23:58:31.296783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDV' from 'https://tdm.silogroup.org/data/derivative_storage/MDV.csv'.
[2025-10-14T23:58:31.305923] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDV'.
[2025-10-14T23:58:31.306237] [INFO ] [FORECASTER] Starting predict_future for MDV
[2025-10-14T23:58:31.333028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:31.333987] [DEBUG] [LOCAL     ] No optimal features file found for MDV: ./output/feature-sets/MDV.txt
[2025-10-14T23:58:31.334044] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:31.334078] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:31.334108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:31.334165] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:31.352811] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:31.353576] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:31.353681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:31.353750] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:31.392204] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:31.392353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:31.392401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:31.392434] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:31.395921] [DEBUG] [FORECASTER] MDV: Forecast T+1@11:T+2@11: UP (p=64.06%)
[2025-10-14T23:58:31.396198] [INFO ] [FORECASTER] Completed predict_future for MDV
[2025-10-14T23:58:31.396333] [INFO ] [sig       ] MDV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:31.550973] [INFO ] [LOCAL     ] Saved forecast: MDV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MDV.txt
[2025-10-14T23:58:31.551205] [INFO ] [sig       ] [1144/1812] Completed MDV in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:31.551247] [INFO ] [sig       ] [1145/1812] Forecasting MEC...
[2025-10-14T23:58:31.551278] [INFO ] [sig       ] Generating forecast for: MEC
[2025-10-14T23:58:31.551310] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEC' from 'https://tdm.silogroup.org/data/derivative_storage/MEC.csv'.
[2025-10-14T23:58:31.560544] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEC'.
[2025-10-14T23:58:31.560907] [INFO ] [FORECASTER] Starting predict_future for MEC
[2025-10-14T23:58:31.589403] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:31.590223] [DEBUG] [LOCAL     ] No optimal features file found for MEC: ./output/feature-sets/MEC.txt
[2025-10-14T23:58:31.590279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:31.590329] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:31.590397] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:31.590494] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:31.611502] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:31.612367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:31.612454] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:31.612488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:31.649505] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:31.649688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:31.649751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:31.649783] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:31.653391] [DEBUG] [FORECASTER] MEC: Forecast T+1@11:T+2@11: DOWN (p=39.47%)
[2025-10-14T23:58:31.653794] [INFO ] [FORECASTER] Completed predict_future for MEC
[2025-10-14T23:58:31.653993] [INFO ] [sig       ] MEC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:31.808206] [INFO ] [LOCAL     ] Saved forecast: MEC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MEC.txt
[2025-10-14T23:58:31.808428] [INFO ] [sig       ] [1145/1812] Completed MEC in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:31.808471] [INFO ] [sig       ] [1146/1812] Forecasting MED...
[2025-10-14T23:58:31.808512] [INFO ] [sig       ] Generating forecast for: MED
[2025-10-14T23:58:31.808544] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MED' from 'https://tdm.silogroup.org/data/derivative_storage/MED.csv'.
[2025-10-14T23:58:31.819103] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MED'.
[2025-10-14T23:58:31.819406] [INFO ] [FORECASTER] Starting predict_future for MED
[2025-10-14T23:58:31.847765] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:31.848586] [DEBUG] [LOCAL     ] No optimal features file found for MED: ./output/feature-sets/MED.txt
[2025-10-14T23:58:31.848663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:31.848721] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:31.848758] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:31.848862] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:31.867498] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:31.868161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:31.868242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:31.868277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:31.905565] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:31.905718] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:31.905785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:31.905821] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:31.909488] [DEBUG] [FORECASTER] MED: Forecast T+1@11:T+2@11: UP (p=96.89%)
[2025-10-14T23:58:31.909807] [INFO ] [FORECASTER] Completed predict_future for MED
[2025-10-14T23:58:31.909953] [INFO ] [sig       ] MED: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:32.067413] [INFO ] [LOCAL     ] Saved forecast: MED	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MED.txt
[2025-10-14T23:58:32.067635] [INFO ] [sig       ] [1146/1812] Completed MED in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:32.067717] [INFO ] [sig       ] [1147/1812] Forecasting MEG...
[2025-10-14T23:58:32.067755] [INFO ] [sig       ] Generating forecast for: MEG
[2025-10-14T23:58:32.067787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEG' from 'https://tdm.silogroup.org/data/derivative_storage/MEG.csv'.
[2025-10-14T23:58:32.076424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEG'.
[2025-10-14T23:58:32.076750] [INFO ] [FORECASTER] Starting predict_future for MEG
[2025-10-14T23:58:32.103726] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:32.104462] [DEBUG] [LOCAL     ] No optimal features file found for MEG: ./output/feature-sets/MEG.txt
[2025-10-14T23:58:32.104517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:32.104551] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:32.104581] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:32.104639] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:32.124324] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:32.124972] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:32.125052] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:32.125087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:32.161724] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:32.161849] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:32.161889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:32.161920] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:32.165227] [DEBUG] [FORECASTER] MEG: Forecast T+1@11:T+2@11: DOWN (p=18.70%)
[2025-10-14T23:58:32.165562] [INFO ] [FORECASTER] Completed predict_future for MEG
[2025-10-14T23:58:32.165734] [INFO ] [sig       ] MEG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:32.320117] [INFO ] [LOCAL     ] Saved forecast: MEG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MEG.txt
[2025-10-14T23:58:32.320345] [INFO ] [sig       ] [1147/1812] Completed MEG in 0.3s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:32.320389] [INFO ] [sig       ] [1148/1812] Forecasting MEGI...
[2025-10-14T23:58:32.320422] [INFO ] [sig       ] Generating forecast for: MEGI
[2025-10-14T23:58:32.320453] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEGI' from 'https://tdm.silogroup.org/data/derivative_storage/MEGI.csv'.
[2025-10-14T23:58:32.329270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEGI'.
[2025-10-14T23:58:32.329603] [INFO ] [FORECASTER] Starting predict_future for MEGI
[2025-10-14T23:58:32.355602] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:32.356350] [DEBUG] [LOCAL     ] No optimal features file found for MEGI: ./output/feature-sets/MEGI.txt
[2025-10-14T23:58:32.356404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:32.356437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:32.356464] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:32.356523] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:32.375441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:32.376065] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:32.376147] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:32.376182] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:32.407072] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:32.407205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:32.407245] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:32.407275] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:32.410820] [DEBUG] [FORECASTER] MEGI: Forecast T+1@11:T+2@11: DOWN (p=20.94%)
[2025-10-14T23:58:32.411085] [INFO ] [FORECASTER] Completed predict_future for MEGI
[2025-10-14T23:58:32.411213] [INFO ] [sig       ] MEGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:32.551263] [INFO ] [LOCAL     ] Saved forecast: MEGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MEGI.txt
[2025-10-14T23:58:32.551473] [INFO ] [sig       ] [1148/1812] Completed MEGI in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:32.551514] [INFO ] [sig       ] [1149/1812] Forecasting MEI...
[2025-10-14T23:58:32.551544] [INFO ] [sig       ] Generating forecast for: MEI
[2025-10-14T23:58:32.551621] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEI' from 'https://tdm.silogroup.org/data/derivative_storage/MEI.csv'.
[2025-10-14T23:58:32.560165] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEI'.
[2025-10-14T23:58:32.560457] [INFO ] [FORECASTER] Starting predict_future for MEI
[2025-10-14T23:58:32.585125] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:32.585879] [DEBUG] [LOCAL     ] No optimal features file found for MEI: ./output/feature-sets/MEI.txt
[2025-10-14T23:58:32.585932] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:32.585964] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:32.585991] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:32.586049] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:32.603437] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:32.604027] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:32.604125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:32.604161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:32.636482] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:32.636581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:32.636617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:32.636671] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:32.639811] [DEBUG] [FORECASTER] MEI: Forecast T+1@11:T+2@11: UP (p=91.69%)
[2025-10-14T23:58:32.640070] [INFO ] [FORECASTER] Completed predict_future for MEI
[2025-10-14T23:58:32.640203] [INFO ] [sig       ] MEI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:32.778361] [INFO ] [LOCAL     ] Saved forecast: MEI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MEI.txt
[2025-10-14T23:58:32.778561] [INFO ] [sig       ] [1149/1812] Completed MEI in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:32.778601] [INFO ] [sig       ] [1150/1812] Forecasting MET...
[2025-10-14T23:58:32.778631] [INFO ] [sig       ] Generating forecast for: MET
[2025-10-14T23:58:32.778700] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MET' from 'https://tdm.silogroup.org/data/derivative_storage/MET.csv'.
[2025-10-14T23:58:32.786839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MET'.
[2025-10-14T23:58:32.787126] [INFO ] [FORECASTER] Starting predict_future for MET
[2025-10-14T23:58:32.812182] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:32.813030] [DEBUG] [LOCAL     ] No optimal features file found for MET: ./output/feature-sets/MET.txt
[2025-10-14T23:58:32.813085] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:32.813118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:32.813145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:32.813202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:32.830440] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:32.831029] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:32.831108] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:32.831142] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:32.863726] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:32.863824] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:32.863861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:32.863892] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:32.867049] [DEBUG] [FORECASTER] MET: Forecast T+1@11:T+2@11: DOWN (p=13.38%)
[2025-10-14T23:58:32.867303] [INFO ] [FORECASTER] Completed predict_future for MET
[2025-10-14T23:58:32.867433] [INFO ] [sig       ] MET: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:33.005187] [INFO ] [LOCAL     ] Saved forecast: MET	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MET.txt
[2025-10-14T23:58:33.005410] [INFO ] [sig       ] [1150/1812] Completed MET in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:33.005451] [INFO ] [sig       ] [1151/1812] Forecasting MFA...
[2025-10-14T23:58:33.005481] [INFO ] [sig       ] Generating forecast for: MFA
[2025-10-14T23:58:33.005511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFA' from 'https://tdm.silogroup.org/data/derivative_storage/MFA.csv'.
[2025-10-14T23:58:33.013829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFA'.
[2025-10-14T23:58:33.014142] [INFO ] [FORECASTER] Starting predict_future for MFA
[2025-10-14T23:58:33.038889] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:33.039572] [DEBUG] [LOCAL     ] No optimal features file found for MFA: ./output/feature-sets/MFA.txt
[2025-10-14T23:58:33.039660] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:33.039719] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:33.039750] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:33.039809] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:33.057044] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:33.057562] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:33.057640] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:33.057716] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:33.092124] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:33.092224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:33.092260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:33.092291] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:33.095531] [DEBUG] [FORECASTER] MFA: Forecast T+1@11:T+2@11: UP (p=88.80%)
[2025-10-14T23:58:33.095825] [INFO ] [FORECASTER] Completed predict_future for MFA
[2025-10-14T23:58:33.095960] [INFO ] [sig       ] MFA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:33.234505] [INFO ] [LOCAL     ] Saved forecast: MFA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MFA.txt
[2025-10-14T23:58:33.234769] [INFO ] [sig       ] [1151/1812] Completed MFA in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:33.234828] [INFO ] [sig       ] [1152/1812] Forecasting MFAN...
[2025-10-14T23:58:33.234861] [INFO ] [sig       ] Generating forecast for: MFAN
[2025-10-14T23:58:33.234892] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFAN' from 'https://tdm.silogroup.org/data/derivative_storage/MFAN.csv'.
[2025-10-14T23:58:33.242882] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'MFAN'.
[2025-10-14T23:58:33.243160] [INFO ] [FORECASTER] Starting predict_future for MFAN
[2025-10-14T23:58:33.267520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:33.268266] [DEBUG] [LOCAL     ] No optimal features file found for MFAN: ./output/feature-sets/MFAN.txt
[2025-10-14T23:58:33.268354] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:33.268393] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:33.268421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:33.268476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:33.285382] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:33.285944] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:33.286024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:33.286057] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:33.316682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:33.316800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:33.316836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:33.316864] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:33.320027] [DEBUG] [FORECASTER] MFAN: Forecast T+1@11:T+2@11: DOWN (p=1.04%)
[2025-10-14T23:58:33.320333] [INFO ] [FORECASTER] Completed predict_future for MFAN
[2025-10-14T23:58:33.320473] [INFO ] [sig       ] MFAN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:33.457432] [INFO ] [LOCAL     ] Saved forecast: MFAN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MFAN.txt
[2025-10-14T23:58:33.457638] [INFO ] [sig       ] [1152/1812] Completed MFAN in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:33.457718] [INFO ] [sig       ] [1153/1812] Forecasting MFAO...
[2025-10-14T23:58:33.457752] [INFO ] [sig       ] Generating forecast for: MFAO
[2025-10-14T23:58:33.457793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFAO' from 'https://tdm.silogroup.org/data/derivative_storage/MFAO.csv'.
[2025-10-14T23:58:33.465615] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'MFAO'.
[2025-10-14T23:58:33.465900] [INFO ] [FORECASTER] Starting predict_future for MFAO
[2025-10-14T23:58:33.490429] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:33.491139] [DEBUG] [LOCAL     ] No optimal features file found for MFAO: ./output/feature-sets/MFAO.txt
[2025-10-14T23:58:33.491191] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:33.491224] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:33.491252] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:33.491307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:33.508204] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:33.508812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:33.508890] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:33.508924] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:33.540179] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:33.540299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:33.540336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:33.540365] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:33.543540] [DEBUG] [FORECASTER] MFAO: Forecast T+1@11:T+2@11: UP (p=86.97%)
[2025-10-14T23:58:33.543837] [INFO ] [FORECASTER] Completed predict_future for MFAO
[2025-10-14T23:58:33.543967] [INFO ] [sig       ] MFAO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:33.692231] [INFO ] [LOCAL     ] Saved forecast: MFAO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MFAO.txt
[2025-10-14T23:58:33.692461] [INFO ] [sig       ] [1153/1812] Completed MFAO in 0.2s | 4.23 sym/s | Total: 4.5m | ETA: 2.6m
[2025-10-14T23:58:33.692502] [INFO ] [sig       ] [1154/1812] Forecasting MFC...
[2025-10-14T23:58:33.692532] [INFO ] [sig       ] Generating forecast for: MFC
[2025-10-14T23:58:33.692562] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFC' from 'https://tdm.silogroup.org/data/derivative_storage/MFC.csv'.
[2025-10-14T23:58:33.700954] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFC'.
[2025-10-14T23:58:33.701258] [INFO ] [FORECASTER] Starting predict_future for MFC
[2025-10-14T23:58:33.729079] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:33.729854] [DEBUG] [LOCAL     ] No optimal features file found for MFC: ./output/feature-sets/MFC.txt
[2025-10-14T23:58:33.729908] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:33.729941] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:33.729970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:33.730028] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:33.747301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:33.747934] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:33.748013] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:33.748048] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:33.784889] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:33.785020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:33.785059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:33.785087] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:33.788354] [DEBUG] [FORECASTER] MFC: Forecast T+1@11:T+2@11: UP (p=82.04%)
[2025-10-14T23:58:33.788639] [INFO ] [FORECASTER] Completed predict_future for MFC
[2025-10-14T23:58:33.788812] [INFO ] [sig       ] MFC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:33.926049] [INFO ] [LOCAL     ] Saved forecast: MFC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MFC.txt
[2025-10-14T23:58:33.926273] [INFO ] [sig       ] [1154/1812] Completed MFC in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:33.926314] [INFO ] [sig       ] [1155/1812] Forecasting MFG...
[2025-10-14T23:58:33.926345] [INFO ] [sig       ] Generating forecast for: MFG
[2025-10-14T23:58:33.926376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFG' from 'https://tdm.silogroup.org/data/derivative_storage/MFG.csv'.
[2025-10-14T23:58:33.935187] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFG'.
[2025-10-14T23:58:33.935496] [INFO ] [FORECASTER] Starting predict_future for MFG
[2025-10-14T23:58:33.959891] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:33.960552] [DEBUG] [LOCAL     ] No optimal features file found for MFG: ./output/feature-sets/MFG.txt
[2025-10-14T23:58:33.960605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:33.960637] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:33.960708] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:33.960772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:33.978134] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:33.978687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:33.978800] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:33.978840] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:34.011042] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:34.011124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:34.011159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:34.011187] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:34.014116] [DEBUG] [FORECASTER] MFG: Forecast T+1@11:T+2@11: UP (p=83.15%)
[2025-10-14T23:58:34.014357] [INFO ] [FORECASTER] Completed predict_future for MFG
[2025-10-14T23:58:34.014486] [INFO ] [sig       ] MFG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:34.151001] [INFO ] [LOCAL     ] Saved forecast: MFG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MFG.txt
[2025-10-14T23:58:34.151185] [INFO ] [sig       ] [1155/1812] Completed MFG in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:34.151225] [INFO ] [sig       ] [1156/1812] Forecasting MFM...
[2025-10-14T23:58:34.151256] [INFO ] [sig       ] Generating forecast for: MFM
[2025-10-14T23:58:34.151287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFM' from 'https://tdm.silogroup.org/data/derivative_storage/MFM.csv'.
[2025-10-14T23:58:34.159061] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFM'.
[2025-10-14T23:58:34.159303] [INFO ] [FORECASTER] Starting predict_future for MFM
[2025-10-14T23:58:34.183411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:34.184090] [DEBUG] [LOCAL     ] No optimal features file found for MFM: ./output/feature-sets/MFM.txt
[2025-10-14T23:58:34.184142] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:34.184175] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:34.184202] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:34.184257] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:34.200970] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:34.201475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:34.201565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:34.201599] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:34.234889] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:34.234970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:34.235005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:34.235033] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:34.237962] [DEBUG] [FORECASTER] MFM: Forecast T+1@11:T+2@11: DOWN (p=17.06%)
[2025-10-14T23:58:34.238234] [INFO ] [FORECASTER] Completed predict_future for MFM
[2025-10-14T23:58:34.238361] [INFO ] [sig       ] MFM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:34.375432] [INFO ] [LOCAL     ] Saved forecast: MFM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MFM.txt
[2025-10-14T23:58:34.375632] [INFO ] [sig       ] [1156/1812] Completed MFM in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:34.375715] [INFO ] [sig       ] [1157/1812] Forecasting MFSG...
[2025-10-14T23:58:34.375753] [INFO ] [sig       ] Generating forecast for: MFSG
[2025-10-14T23:58:34.375788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSG' from 'https://tdm.silogroup.org/data/derivative_storage/MFSG.csv'.
[2025-10-14T23:58:34.383682] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MFSG'.
[2025-10-14T23:58:34.383936] [INFO ] [FORECASTER] Starting predict_future for MFSG
[2025-10-14T23:58:34.408109] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:34.408805] [DEBUG] [LOCAL     ] No optimal features file found for MFSG: ./output/feature-sets/MFSG.txt
[2025-10-14T23:58:34.408858] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:34.408891] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:34.408918] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:34.408975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:34.425787] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:34.426292] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:34.426366] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:34.426400] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:34.458199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:34.458295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:34.458331] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:34.458359] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:34.461249] [DEBUG] [FORECASTER] MFSG: Forecast T+1@11:T+2@11: DOWN (p=39.24%)
[2025-10-14T23:58:34.461491] [INFO ] [FORECASTER] Completed predict_future for MFSG
[2025-10-14T23:58:34.461617] [INFO ] [sig       ] MFSG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:34.597741] [INFO ] [LOCAL     ] Saved forecast: MFSG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MFSG.txt
[2025-10-14T23:58:34.597925] [INFO ] [sig       ] [1157/1812] Completed MFSG in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:34.597966] [INFO ] [sig       ] [1158/1812] Forecasting MFSI...
[2025-10-14T23:58:34.597996] [INFO ] [sig       ] Generating forecast for: MFSI
[2025-10-14T23:58:34.598026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSI' from 'https://tdm.silogroup.org/data/derivative_storage/MFSI.csv'.
[2025-10-14T23:58:34.607545] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MFSI'.
[2025-10-14T23:58:34.607969] [INFO ] [FORECASTER] Starting predict_future for MFSI
[2025-10-14T23:58:34.635319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:34.636084] [DEBUG] [LOCAL     ] No optimal features file found for MFSI: ./output/feature-sets/MFSI.txt
[2025-10-14T23:58:34.636156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:34.636191] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:34.636219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:34.636276] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:34.655106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:34.655718] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:34.655821] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:34.655886] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:34.693502] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:34.693615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:34.693682] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:34.693737] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:34.698709] [DEBUG] [FORECASTER] MFSI: Forecast T+1@11:T+2@11: DOWN (p=41.86%)
[2025-10-14T23:58:34.699011] [INFO ] [FORECASTER] Completed predict_future for MFSI
[2025-10-14T23:58:34.699183] [INFO ] [sig       ] MFSI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:34.850038] [INFO ] [LOCAL     ] Saved forecast: MFSI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MFSI.txt
[2025-10-14T23:58:34.850304] [INFO ] [sig       ] [1158/1812] Completed MFSI in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:34.850347] [INFO ] [sig       ] [1159/1812] Forecasting MFSV...
[2025-10-14T23:58:34.850378] [INFO ] [sig       ] Generating forecast for: MFSV
[2025-10-14T23:58:34.850409] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSV' from 'https://tdm.silogroup.org/data/derivative_storage/MFSV.csv'.
[2025-10-14T23:58:34.859144] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MFSV'.
[2025-10-14T23:58:34.859457] [INFO ] [FORECASTER] Starting predict_future for MFSV
[2025-10-14T23:58:34.886000] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:34.886728] [DEBUG] [LOCAL     ] No optimal features file found for MFSV: ./output/feature-sets/MFSV.txt
[2025-10-14T23:58:34.886783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:34.886816] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:34.886844] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:34.886900] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:34.906155] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:34.906851] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:34.906940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:34.906975] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:34.943547] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:34.943688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:34.943742] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:34.943774] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:34.947496] [DEBUG] [FORECASTER] MFSV: Forecast T+1@11:T+2@11: UP (p=71.27%)
[2025-10-14T23:58:34.947842] [INFO ] [FORECASTER] Completed predict_future for MFSV
[2025-10-14T23:58:34.947989] [INFO ] [sig       ] MFSV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:35.106202] [INFO ] [LOCAL     ] Saved forecast: MFSV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MFSV.txt
[2025-10-14T23:58:35.106491] [INFO ] [sig       ] [1159/1812] Completed MFSV in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:35.106550] [INFO ] [sig       ] [1160/1812] Forecasting MG...
[2025-10-14T23:58:35.106585] [INFO ] [sig       ] Generating forecast for: MG
[2025-10-14T23:58:35.106627] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MG' from 'https://tdm.silogroup.org/data/derivative_storage/MG.csv'.
[2025-10-14T23:58:35.115819] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MG'.
[2025-10-14T23:58:35.116140] [INFO ] [FORECASTER] Starting predict_future for MG
[2025-10-14T23:58:35.142778] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:35.143690] [DEBUG] [LOCAL     ] No optimal features file found for MG: ./output/feature-sets/MG.txt
[2025-10-14T23:58:35.143748] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:35.143784] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:35.143812] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:35.143870] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:35.163026] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:35.163611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:35.163718] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:35.163761] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:35.211563] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:35.211726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:35.211777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:35.211809] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:35.215374] [DEBUG] [FORECASTER] MG: Forecast T+1@11:T+2@11: UP (p=85.35%)
[2025-10-14T23:58:35.215637] [INFO ] [FORECASTER] Completed predict_future for MG
[2025-10-14T23:58:35.215815] [INFO ] [sig       ] MG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:35.365786] [INFO ] [LOCAL     ] Saved forecast: MG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MG.txt
[2025-10-14T23:58:35.366098] [INFO ] [sig       ] [1160/1812] Completed MG in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:35.366160] [INFO ] [sig       ] [1161/1812] Forecasting MGA...
[2025-10-14T23:58:35.366194] [INFO ] [sig       ] Generating forecast for: MGA
[2025-10-14T23:58:35.366226] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGA' from 'https://tdm.silogroup.org/data/derivative_storage/MGA.csv'.
[2025-10-14T23:58:35.375865] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGA'.
[2025-10-14T23:58:35.376159] [INFO ] [FORECASTER] Starting predict_future for MGA
[2025-10-14T23:58:35.403630] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:35.404428] [DEBUG] [LOCAL     ] No optimal features file found for MGA: ./output/feature-sets/MGA.txt
[2025-10-14T23:58:35.404485] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:35.404520] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:35.404549] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:35.404607] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:35.424680] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:35.425253] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:35.425333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:35.425366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:35.471212] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:35.471340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:35.471378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:35.471406] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:35.475072] [DEBUG] [FORECASTER] MGA: Forecast T+1@11:T+2@11: DOWN (p=30.31%)
[2025-10-14T23:58:35.475356] [INFO ] [FORECASTER] Completed predict_future for MGA
[2025-10-14T23:58:35.475499] [INFO ] [sig       ] MGA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:35.632790] [INFO ] [LOCAL     ] Saved forecast: MGA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MGA.txt
[2025-10-14T23:58:35.633024] [INFO ] [sig       ] [1161/1812] Completed MGA in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:35.633134] [INFO ] [sig       ] [1162/1812] Forecasting MGF...
[2025-10-14T23:58:35.633175] [INFO ] [sig       ] Generating forecast for: MGF
[2025-10-14T23:58:35.633207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGF' from 'https://tdm.silogroup.org/data/derivative_storage/MGF.csv'.
[2025-10-14T23:58:35.643831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGF'.
[2025-10-14T23:58:35.644248] [INFO ] [FORECASTER] Starting predict_future for MGF
[2025-10-14T23:58:35.670511] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:35.671239] [DEBUG] [LOCAL     ] No optimal features file found for MGF: ./output/feature-sets/MGF.txt
[2025-10-14T23:58:35.671292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:35.671325] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:35.671353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:35.671409] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:35.688076] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:35.688614] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:35.688773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:35.688826] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:35.720265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:35.720388] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:35.720426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:35.720454] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:35.723705] [DEBUG] [FORECASTER] MGF: Forecast T+1@11:T+2@11: UP (p=52.72%)
[2025-10-14T23:58:35.723970] [INFO ] [FORECASTER] Completed predict_future for MGF
[2025-10-14T23:58:35.724101] [INFO ] [sig       ] MGF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:35.861126] [INFO ] [LOCAL     ] Saved forecast: MGF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MGF.txt
[2025-10-14T23:58:35.861373] [INFO ] [sig       ] [1162/1812] Completed MGF in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:35.861416] [INFO ] [sig       ] [1163/1812] Forecasting MGM...
[2025-10-14T23:58:35.861445] [INFO ] [sig       ] Generating forecast for: MGM
[2025-10-14T23:58:35.861475] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGM' from 'https://tdm.silogroup.org/data/derivative_storage/MGM.csv'.
[2025-10-14T23:58:35.870675] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGM'.
[2025-10-14T23:58:35.870991] [INFO ] [FORECASTER] Starting predict_future for MGM
[2025-10-14T23:58:35.896593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:35.897442] [DEBUG] [LOCAL     ] No optimal features file found for MGM: ./output/feature-sets/MGM.txt
[2025-10-14T23:58:35.897497] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:35.897532] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:35.897560] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:35.897615] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:35.914552] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:35.915143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:35.915222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:35.915293] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:35.951968] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:35.952138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:35.952180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:35.952210] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:35.955740] [DEBUG] [FORECASTER] MGM: Forecast T+1@11:T+2@11: DOWN (p=9.78%)
[2025-10-14T23:58:35.956023] [INFO ] [FORECASTER] Completed predict_future for MGM
[2025-10-14T23:58:35.956160] [INFO ] [sig       ] MGM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:36.094018] [INFO ] [LOCAL     ] Saved forecast: MGM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MGM.txt
[2025-10-14T23:58:36.094262] [INFO ] [sig       ] [1163/1812] Completed MGM in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:36.094305] [INFO ] [sig       ] [1164/1812] Forecasting MGR...
[2025-10-14T23:58:36.094336] [INFO ] [sig       ] Generating forecast for: MGR
[2025-10-14T23:58:36.094368] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGR' from 'https://tdm.silogroup.org/data/derivative_storage/MGR.csv'.
[2025-10-14T23:58:36.103213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGR'.
[2025-10-14T23:58:36.103571] [INFO ] [FORECASTER] Starting predict_future for MGR
[2025-10-14T23:58:36.129041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:36.129818] [DEBUG] [LOCAL     ] No optimal features file found for MGR: ./output/feature-sets/MGR.txt
[2025-10-14T23:58:36.129872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:36.129906] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:36.129934] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:36.129990] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:36.146786] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:36.147301] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:36.147377] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:36.147411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:36.189278] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:36.189368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:36.189403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:36.189432] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:36.192483] [DEBUG] [FORECASTER] MGR: Forecast T+1@11:T+2@11: UP (p=51.52%)
[2025-10-14T23:58:36.192780] [INFO ] [FORECASTER] Completed predict_future for MGR
[2025-10-14T23:58:36.192922] [INFO ] [sig       ] MGR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:36.329429] [INFO ] [LOCAL     ] Saved forecast: MGR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MGR.txt
[2025-10-14T23:58:36.329620] [INFO ] [sig       ] [1164/1812] Completed MGR in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:36.329692] [INFO ] [sig       ] [1165/1812] Forecasting MGRB...
[2025-10-14T23:58:36.329737] [INFO ] [sig       ] Generating forecast for: MGRB
[2025-10-14T23:58:36.329769] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRB' from 'https://tdm.silogroup.org/data/derivative_storage/MGRB.csv'.
[2025-10-14T23:58:36.338316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRB'.
[2025-10-14T23:58:36.338578] [INFO ] [FORECASTER] Starting predict_future for MGRB
[2025-10-14T23:58:36.363623] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:36.364326] [DEBUG] [LOCAL     ] No optimal features file found for MGRB: ./output/feature-sets/MGRB.txt
[2025-10-14T23:58:36.364396] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:36.364431] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:36.364459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:36.364516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:36.381438] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:36.382007] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:36.382087] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:36.382122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:36.421759] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:36.421830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:36.421865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:36.421894] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:36.424839] [DEBUG] [FORECASTER] MGRB: Forecast T+1@11:T+2@11: DOWN (p=25.54%)
[2025-10-14T23:58:36.425083] [INFO ] [FORECASTER] Completed predict_future for MGRB
[2025-10-14T23:58:36.425215] [INFO ] [sig       ] MGRB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:36.564243] [INFO ] [LOCAL     ] Saved forecast: MGRB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MGRB.txt
[2025-10-14T23:58:36.564508] [INFO ] [sig       ] [1165/1812] Completed MGRB in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-14T23:58:36.564568] [INFO ] [sig       ] [1166/1812] Forecasting MGRD...
[2025-10-14T23:58:36.564603] [INFO ] [sig       ] Generating forecast for: MGRD
[2025-10-14T23:58:36.564634] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRD' from 'https://tdm.silogroup.org/data/derivative_storage/MGRD.csv'.
[2025-10-14T23:58:36.574905] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRD'.
[2025-10-14T23:58:36.575310] [INFO ] [FORECASTER] Starting predict_future for MGRD
[2025-10-14T23:58:36.601762] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:36.602472] [DEBUG] [LOCAL     ] No optimal features file found for MGRD: ./output/feature-sets/MGRD.txt
[2025-10-14T23:58:36.602526] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:36.602559] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:36.602588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:36.602666] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:36.620963] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:36.621629] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:36.621738] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:36.621778] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:36.665533] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:36.665705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:36.665761] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:36.665792] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:36.669500] [DEBUG] [FORECASTER] MGRD: Forecast T+1@11:T+2@11: UP (p=69.56%)
[2025-10-14T23:58:36.669841] [INFO ] [FORECASTER] Completed predict_future for MGRD
[2025-10-14T23:58:36.669993] [INFO ] [sig       ] MGRD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:36.829771] [INFO ] [LOCAL     ] Saved forecast: MGRD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MGRD.txt
[2025-10-14T23:58:36.830031] [INFO ] [sig       ] [1166/1812] Completed MGRD in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:36.830093] [INFO ] [sig       ] [1167/1812] Forecasting MGRE...
[2025-10-14T23:58:36.830127] [INFO ] [sig       ] Generating forecast for: MGRE
[2025-10-14T23:58:36.830169] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRE' from 'https://tdm.silogroup.org/data/derivative_storage/MGRE.csv'.
[2025-10-14T23:58:36.839228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRE'.
[2025-10-14T23:58:36.839561] [INFO ] [FORECASTER] Starting predict_future for MGRE
[2025-10-14T23:58:36.863851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:36.864518] [DEBUG] [LOCAL     ] No optimal features file found for MGRE: ./output/feature-sets/MGRE.txt
[2025-10-14T23:58:36.864571] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:36.864602] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:36.864629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:36.864722] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:36.881690] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:36.882207] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:36.882281] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:36.882314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:36.923103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:36.923184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:36.923219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:36.923247] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:36.926218] [DEBUG] [FORECASTER] MGRE: Forecast T+1@11:T+2@11: UP (p=99.21%)
[2025-10-14T23:58:36.926461] [INFO ] [FORECASTER] Completed predict_future for MGRE
[2025-10-14T23:58:36.926594] [INFO ] [sig       ] MGRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:37.064904] [INFO ] [LOCAL     ] Saved forecast: MGRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MGRE.txt
[2025-10-14T23:58:37.065111] [INFO ] [sig       ] [1167/1812] Completed MGRE in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:37.065152] [INFO ] [sig       ] [1168/1812] Forecasting MGY...
[2025-10-14T23:58:37.065183] [INFO ] [sig       ] Generating forecast for: MGY
[2025-10-14T23:58:37.065213] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGY' from 'https://tdm.silogroup.org/data/derivative_storage/MGY.csv'.
[2025-10-14T23:58:37.074240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGY'.
[2025-10-14T23:58:37.074525] [INFO ] [FORECASTER] Starting predict_future for MGY
[2025-10-14T23:58:37.098945] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:37.099584] [DEBUG] [LOCAL     ] No optimal features file found for MGY: ./output/feature-sets/MGY.txt
[2025-10-14T23:58:37.099636] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:37.099710] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:37.099744] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:37.099847] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:37.116590] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:37.117132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:37.117211] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:37.117244] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:37.156122] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:37.156207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:37.156242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:37.156276] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:37.159298] [DEBUG] [FORECASTER] MGY: Forecast T+1@11:T+2@11: UP (p=96.19%)
[2025-10-14T23:58:37.159553] [INFO ] [FORECASTER] Completed predict_future for MGY
[2025-10-14T23:58:37.159739] [INFO ] [sig       ] MGY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:37.295952] [INFO ] [LOCAL     ] Saved forecast: MGY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MGY.txt
[2025-10-14T23:58:37.296159] [INFO ] [sig       ] [1168/1812] Completed MGY in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:37.296200] [INFO ] [sig       ] [1169/1812] Forecasting MHD...
[2025-10-14T23:58:37.296231] [INFO ] [sig       ] Generating forecast for: MHD
[2025-10-14T23:58:37.296261] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHD' from 'https://tdm.silogroup.org/data/derivative_storage/MHD.csv'.
[2025-10-14T23:58:37.304873] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHD'.
[2025-10-14T23:58:37.305110] [INFO ] [FORECASTER] Starting predict_future for MHD
[2025-10-14T23:58:37.329431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:37.330134] [DEBUG] [LOCAL     ] No optimal features file found for MHD: ./output/feature-sets/MHD.txt
[2025-10-14T23:58:37.330187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:37.330219] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:37.330247] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:37.330303] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:37.347165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:37.347696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:37.347774] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:37.347810] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:37.387557] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:37.387661] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:37.387719] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:37.387750] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:37.390821] [DEBUG] [FORECASTER] MHD: Forecast T+1@11:T+2@11: DOWN (p=1.82%)
[2025-10-14T23:58:37.391062] [INFO ] [FORECASTER] Completed predict_future for MHD
[2025-10-14T23:58:37.391192] [INFO ] [sig       ] MHD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:37.527870] [INFO ] [LOCAL     ] Saved forecast: MHD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MHD.txt
[2025-10-14T23:58:37.528053] [INFO ] [sig       ] [1169/1812] Completed MHD in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:37.528123] [INFO ] [sig       ] [1170/1812] Forecasting MHF...
[2025-10-14T23:58:37.528163] [INFO ] [sig       ] Generating forecast for: MHF
[2025-10-14T23:58:37.528194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHF' from 'https://tdm.silogroup.org/data/derivative_storage/MHF.csv'.
[2025-10-14T23:58:37.537021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHF'.
[2025-10-14T23:58:37.537371] [INFO ] [FORECASTER] Starting predict_future for MHF
[2025-10-14T23:58:37.564881] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:37.565675] [DEBUG] [LOCAL     ] No optimal features file found for MHF: ./output/feature-sets/MHF.txt
[2025-10-14T23:58:37.565734] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:37.565772] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:37.565800] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:37.565859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:37.584973] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:37.585608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:37.585719] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:37.585783] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:37.630155] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:37.630280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:37.630320] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:37.630349] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:37.634547] [DEBUG] [FORECASTER] MHF: Forecast T+1@11:T+2@11: DOWN (p=48.49%)
[2025-10-14T23:58:37.634848] [INFO ] [FORECASTER] Completed predict_future for MHF
[2025-10-14T23:58:37.634992] [INFO ] [sig       ] MHF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:37.786079] [INFO ] [LOCAL     ] Saved forecast: MHF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MHF.txt
[2025-10-14T23:58:37.786335] [INFO ] [sig       ] [1170/1812] Completed MHF in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:37.786379] [INFO ] [sig       ] [1171/1812] Forecasting MHK...
[2025-10-14T23:58:37.786409] [INFO ] [sig       ] Generating forecast for: MHK
[2025-10-14T23:58:37.786442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHK' from 'https://tdm.silogroup.org/data/derivative_storage/MHK.csv'.
[2025-10-14T23:58:37.795959] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHK'.
[2025-10-14T23:58:37.796403] [INFO ] [FORECASTER] Starting predict_future for MHK
[2025-10-14T23:58:37.821631] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:37.822421] [DEBUG] [LOCAL     ] No optimal features file found for MHK: ./output/feature-sets/MHK.txt
[2025-10-14T23:58:37.822475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:37.822510] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:37.822538] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:37.822594] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:37.839574] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:37.840259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:37.840340] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:37.840373] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:37.882286] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:37.882447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:37.882524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:37.882554] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:37.886420] [DEBUG] [FORECASTER] MHK: Forecast T+1@11:T+2@11: DOWN (p=16.08%)
[2025-10-14T23:58:37.886716] [INFO ] [FORECASTER] Completed predict_future for MHK
[2025-10-14T23:58:37.886863] [INFO ] [sig       ] MHK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:38.025373] [INFO ] [LOCAL     ] Saved forecast: MHK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MHK.txt
[2025-10-14T23:58:38.025590] [INFO ] [sig       ] [1171/1812] Completed MHK in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:38.025631] [INFO ] [sig       ] [1172/1812] Forecasting MHN...
[2025-10-14T23:58:38.025702] [INFO ] [sig       ] Generating forecast for: MHN
[2025-10-14T23:58:38.025745] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHN' from 'https://tdm.silogroup.org/data/derivative_storage/MHN.csv'.
[2025-10-14T23:58:38.035269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHN'.
[2025-10-14T23:58:38.035614] [INFO ] [FORECASTER] Starting predict_future for MHN
[2025-10-14T23:58:38.062248] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:38.063128] [DEBUG] [LOCAL     ] No optimal features file found for MHN: ./output/feature-sets/MHN.txt
[2025-10-14T23:58:38.063185] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:38.063235] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:38.063267] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:38.063326] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:38.082660] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:38.083219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:38.083300] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:38.083334] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:38.126092] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:38.126200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:38.126239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:38.126270] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:38.129829] [DEBUG] [FORECASTER] MHN: Forecast T+1@11:T+2@11: UP (p=81.21%)
[2025-10-14T23:58:38.130088] [INFO ] [FORECASTER] Completed predict_future for MHN
[2025-10-14T23:58:38.130230] [INFO ] [sig       ] MHN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:38.282910] [INFO ] [LOCAL     ] Saved forecast: MHN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MHN.txt
[2025-10-14T23:58:38.283152] [INFO ] [sig       ] [1172/1812] Completed MHN in 0.3s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:38.283196] [INFO ] [sig       ] [1173/1812] Forecasting MHO...
[2025-10-14T23:58:38.283228] [INFO ] [sig       ] Generating forecast for: MHO
[2025-10-14T23:58:38.283260] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHO' from 'https://tdm.silogroup.org/data/derivative_storage/MHO.csv'.
[2025-10-14T23:58:38.292963] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHO'.
[2025-10-14T23:58:38.293316] [INFO ] [FORECASTER] Starting predict_future for MHO
[2025-10-14T23:58:38.320043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:38.320884] [DEBUG] [LOCAL     ] No optimal features file found for MHO: ./output/feature-sets/MHO.txt
[2025-10-14T23:58:38.320942] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:38.320976] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:38.321006] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:38.321065] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:38.338615] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:38.339279] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:38.339361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:38.339394] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:38.377399] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:38.377479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:38.377514] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:38.377542] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:38.380574] [DEBUG] [FORECASTER] MHO: Forecast T+1@11:T+2@11: DOWN (p=37.64%)
[2025-10-14T23:58:38.380848] [INFO ] [FORECASTER] Completed predict_future for MHO
[2025-10-14T23:58:38.380985] [INFO ] [sig       ] MHO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:38.518496] [INFO ] [LOCAL     ] Saved forecast: MHO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MHO.txt
[2025-10-14T23:58:38.518700] [INFO ] [sig       ] [1173/1812] Completed MHO in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:38.518759] [INFO ] [sig       ] [1174/1812] Forecasting MIN...
[2025-10-14T23:58:38.518792] [INFO ] [sig       ] Generating forecast for: MIN
[2025-10-14T23:58:38.518823] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIN' from 'https://tdm.silogroup.org/data/derivative_storage/MIN.csv'.
[2025-10-14T23:58:38.526885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIN'.
[2025-10-14T23:58:38.527151] [INFO ] [FORECASTER] Starting predict_future for MIN
[2025-10-14T23:58:38.551893] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:38.552548] [DEBUG] [LOCAL     ] No optimal features file found for MIN: ./output/feature-sets/MIN.txt
[2025-10-14T23:58:38.552600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:38.552632] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:38.552699] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:38.552768] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:38.570448] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:38.571012] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:38.571089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:38.571123] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:38.611352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:38.611436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:38.611471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:38.611500] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:38.614560] [DEBUG] [FORECASTER] MIN: Forecast T+1@11:T+2@11: UP (p=99.17%)
[2025-10-14T23:58:38.614840] [INFO ] [FORECASTER] Completed predict_future for MIN
[2025-10-14T23:58:38.614978] [INFO ] [sig       ] MIN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:38.753089] [INFO ] [LOCAL     ] Saved forecast: MIN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MIN.txt
[2025-10-14T23:58:38.753347] [INFO ] [sig       ] [1174/1812] Completed MIN in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:38.753394] [INFO ] [sig       ] [1175/1812] Forecasting MIR...
[2025-10-14T23:58:38.753426] [INFO ] [sig       ] Generating forecast for: MIR
[2025-10-14T23:58:38.753457] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIR' from 'https://tdm.silogroup.org/data/derivative_storage/MIR.csv'.
[2025-10-14T23:58:38.761827] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIR'.
[2025-10-14T23:58:38.762097] [INFO ] [FORECASTER] Starting predict_future for MIR
[2025-10-14T23:58:38.786440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:38.787139] [DEBUG] [LOCAL     ] No optimal features file found for MIR: ./output/feature-sets/MIR.txt
[2025-10-14T23:58:38.787193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:38.787225] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:38.787254] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:38.787310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:38.804129] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:38.804635] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:38.804747] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:38.804783] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:38.831402] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:38.831508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:38.831545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:38.831574] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:38.834614] [DEBUG] [FORECASTER] MIR: Forecast T+1@11:T+2@11: UP (p=89.44%)
[2025-10-14T23:58:38.834897] [INFO ] [FORECASTER] Completed predict_future for MIR
[2025-10-14T23:58:38.835043] [INFO ] [sig       ] MIR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:38.971681] [INFO ] [LOCAL     ] Saved forecast: MIR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MIR.txt
[2025-10-14T23:58:38.971873] [INFO ] [sig       ] [1175/1812] Completed MIR in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:38.971914] [INFO ] [sig       ] [1176/1812] Forecasting MITP...
[2025-10-14T23:58:38.971944] [INFO ] [sig       ] Generating forecast for: MITP
[2025-10-14T23:58:38.971974] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MITP' from 'https://tdm.silogroup.org/data/derivative_storage/MITP.csv'.
[2025-10-14T23:58:38.979518] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'MITP'.
[2025-10-14T23:58:38.979802] [INFO ] [FORECASTER] Starting predict_future for MITP
[2025-10-14T23:58:39.003948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:39.004595] [DEBUG] [LOCAL     ] No optimal features file found for MITP: ./output/feature-sets/MITP.txt
[2025-10-14T23:58:39.004668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:39.004720] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:39.004750] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:39.004806] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:39.024805] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:39.025504] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:39.025583] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:39.025616] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:39.061475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:39.061558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:39.061593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:39.061621] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:39.064624] [DEBUG] [FORECASTER] MITP: Forecast T+1@11:T+2@11: DOWN (p=6.54%)
[2025-10-14T23:58:39.064903] [INFO ] [FORECASTER] Completed predict_future for MITP
[2025-10-14T23:58:39.065031] [INFO ] [sig       ] MITP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:39.201723] [INFO ] [LOCAL     ] Saved forecast: MITP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MITP.txt
[2025-10-14T23:58:39.201953] [INFO ] [sig       ] [1176/1812] Completed MITP in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:39.202011] [INFO ] [sig       ] [1177/1812] Forecasting MITT...
[2025-10-14T23:58:39.202043] [INFO ] [sig       ] Generating forecast for: MITT
[2025-10-14T23:58:39.202073] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MITT' from 'https://tdm.silogroup.org/data/derivative_storage/MITT.csv'.
[2025-10-14T23:58:39.210458] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MITT'.
[2025-10-14T23:58:39.210743] [INFO ] [FORECASTER] Starting predict_future for MITT
[2025-10-14T23:58:39.234920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:39.235581] [DEBUG] [LOCAL     ] No optimal features file found for MITT: ./output/feature-sets/MITT.txt
[2025-10-14T23:58:39.235634] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:39.235705] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:39.235742] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:39.235799] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:39.252691] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:39.253231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:39.253309] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:39.253343] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:39.288050] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:39.288154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:39.288195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:39.288225] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:39.291172] [DEBUG] [FORECASTER] MITT: Forecast T+1@11:T+2@11: UP (p=98.55%)
[2025-10-14T23:58:39.291414] [INFO ] [FORECASTER] Completed predict_future for MITT
[2025-10-14T23:58:39.291536] [INFO ] [sig       ] MITT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:39.429008] [INFO ] [LOCAL     ] Saved forecast: MITT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MITT.txt
[2025-10-14T23:58:39.429212] [INFO ] [sig       ] [1177/1812] Completed MITT in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:39.429252] [INFO ] [sig       ] [1178/1812] Forecasting MIY...
[2025-10-14T23:58:39.429283] [INFO ] [sig       ] Generating forecast for: MIY
[2025-10-14T23:58:39.429313] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIY' from 'https://tdm.silogroup.org/data/derivative_storage/MIY.csv'.
[2025-10-14T23:58:39.437541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIY'.
[2025-10-14T23:58:39.437860] [INFO ] [FORECASTER] Starting predict_future for MIY
[2025-10-14T23:58:39.461990] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:39.462670] [DEBUG] [LOCAL     ] No optimal features file found for MIY: ./output/feature-sets/MIY.txt
[2025-10-14T23:58:39.462727] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:39.462760] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:39.462788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:39.462843] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:39.479703] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:39.480220] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:39.480294] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:39.480327] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:39.516050] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:39.516128] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:39.516163] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:39.516192] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:39.519187] [DEBUG] [FORECASTER] MIY: Forecast T+1@11:T+2@11: UP (p=56.53%)
[2025-10-14T23:58:39.519432] [INFO ] [FORECASTER] Completed predict_future for MIY
[2025-10-14T23:58:39.519553] [INFO ] [sig       ] MIY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:39.655963] [INFO ] [LOCAL     ] Saved forecast: MIY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MIY.txt
[2025-10-14T23:58:39.656155] [INFO ] [sig       ] [1178/1812] Completed MIY in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:39.656196] [INFO ] [sig       ] [1179/1812] Forecasting MKC...
[2025-10-14T23:58:39.656227] [INFO ] [sig       ] Generating forecast for: MKC
[2025-10-14T23:58:39.656257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MKC' from 'https://tdm.silogroup.org/data/derivative_storage/MKC.csv'.
[2025-10-14T23:58:39.664555] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MKC'.
[2025-10-14T23:58:39.664845] [INFO ] [FORECASTER] Starting predict_future for MKC
[2025-10-14T23:58:39.689113] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:39.689883] [DEBUG] [LOCAL     ] No optimal features file found for MKC: ./output/feature-sets/MKC.txt
[2025-10-14T23:58:39.689936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:39.689985] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:39.690015] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:39.690072] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:39.707122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:39.707629] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:39.707730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:39.707768] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:39.732131] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:39.732208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:39.732242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:39.732272] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:39.735186] [DEBUG] [FORECASTER] MKC: Forecast T+1@11:T+2@11: UP (p=63.24%)
[2025-10-14T23:58:39.735429] [INFO ] [FORECASTER] Completed predict_future for MKC
[2025-10-14T23:58:39.735546] [INFO ] [sig       ] MKC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:39.873074] [INFO ] [LOCAL     ] Saved forecast: MKC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MKC.txt
[2025-10-14T23:58:39.873301] [INFO ] [sig       ] [1179/1812] Completed MKC in 0.2s | 4.23 sym/s | Total: 4.6m | ETA: 2.5m
[2025-10-14T23:58:39.873343] [INFO ] [sig       ] [1180/1812] Forecasting MKL...
[2025-10-14T23:58:39.873374] [INFO ] [sig       ] Generating forecast for: MKL
[2025-10-14T23:58:39.873407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MKL' from 'https://tdm.silogroup.org/data/derivative_storage/MKL.csv'.
[2025-10-14T23:58:39.881807] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MKL'.
[2025-10-14T23:58:39.882075] [INFO ] [FORECASTER] Starting predict_future for MKL
[2025-10-14T23:58:39.906201] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:39.906892] [DEBUG] [LOCAL     ] No optimal features file found for MKL: ./output/feature-sets/MKL.txt
[2025-10-14T23:58:39.906947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:39.906979] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:39.907006] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:39.907062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:39.924131] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:39.924659] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:39.924741] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:39.924775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:39.955852] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:39.955933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:39.955968] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:39.955996] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:39.958983] [DEBUG] [FORECASTER] MKL: Forecast T+1@11:T+2@11: DOWN (p=10.54%)
[2025-10-14T23:58:39.959226] [INFO ] [FORECASTER] Completed predict_future for MKL
[2025-10-14T23:58:39.959344] [INFO ] [sig       ] MKL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:40.097063] [INFO ] [LOCAL     ] Saved forecast: MKL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MKL.txt
[2025-10-14T23:58:40.097256] [INFO ] [sig       ] [1180/1812] Completed MKL in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:40.097296] [INFO ] [sig       ] [1181/1812] Forecasting MLI...
[2025-10-14T23:58:40.097327] [INFO ] [sig       ] Generating forecast for: MLI
[2025-10-14T23:58:40.097357] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLI' from 'https://tdm.silogroup.org/data/derivative_storage/MLI.csv'.
[2025-10-14T23:58:40.105187] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLI'.
[2025-10-14T23:58:40.105441] [INFO ] [FORECASTER] Starting predict_future for MLI
[2025-10-14T23:58:40.129620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:40.130300] [DEBUG] [LOCAL     ] No optimal features file found for MLI: ./output/feature-sets/MLI.txt
[2025-10-14T23:58:40.130353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:40.130385] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:40.130461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:40.130536] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:40.147539] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:40.148130] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:40.148209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:40.148243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:40.183704] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:40.183790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:40.183825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:40.183853] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:40.186832] [DEBUG] [FORECASTER] MLI: Forecast T+1@11:T+2@11: UP (p=88.89%)
[2025-10-14T23:58:40.187078] [INFO ] [FORECASTER] Completed predict_future for MLI
[2025-10-14T23:58:40.187197] [INFO ] [sig       ] MLI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:40.324021] [INFO ] [LOCAL     ] Saved forecast: MLI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MLI.txt
[2025-10-14T23:58:40.324222] [INFO ] [sig       ] [1181/1812] Completed MLI in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:40.324264] [INFO ] [sig       ] [1182/1812] Forecasting MLM...
[2025-10-14T23:58:40.324295] [INFO ] [sig       ] Generating forecast for: MLM
[2025-10-14T23:58:40.324325] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLM' from 'https://tdm.silogroup.org/data/derivative_storage/MLM.csv'.
[2025-10-14T23:58:40.332572] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLM'.
[2025-10-14T23:58:40.332838] [INFO ] [FORECASTER] Starting predict_future for MLM
[2025-10-14T23:58:40.357035] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:40.357706] [DEBUG] [LOCAL     ] No optimal features file found for MLM: ./output/feature-sets/MLM.txt
[2025-10-14T23:58:40.357761] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:40.357794] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:40.357822] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:40.357878] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:40.374602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:40.375148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:40.375225] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:40.375258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:40.414334] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:40.415228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:40.415300] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:40.415371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:40.418748] [DEBUG] [FORECASTER] MLM: Forecast T+1@11:T+2@11: DOWN (p=47.98%)
[2025-10-14T23:58:40.419000] [INFO ] [FORECASTER] Completed predict_future for MLM
[2025-10-14T23:58:40.419120] [INFO ] [sig       ] MLM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:40.557176] [INFO ] [LOCAL     ] Saved forecast: MLM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MLM.txt
[2025-10-14T23:58:40.557368] [INFO ] [sig       ] [1182/1812] Completed MLM in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:40.557410] [INFO ] [sig       ] [1183/1812] Forecasting MLNK...
[2025-10-14T23:58:40.557439] [INFO ] [sig       ] Generating forecast for: MLNK
[2025-10-14T23:58:40.557470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLNK' from 'https://tdm.silogroup.org/data/derivative_storage/MLNK.csv'.
[2025-10-14T23:58:40.567172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLNK'.
[2025-10-14T23:58:40.567453] [INFO ] [FORECASTER] Starting predict_future for MLNK
[2025-10-14T23:58:40.591741] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:40.592387] [DEBUG] [LOCAL     ] No optimal features file found for MLNK: ./output/feature-sets/MLNK.txt
[2025-10-14T23:58:40.592440] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:40.592472] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:40.592499] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:40.592554] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:40.609268] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:40.609900] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:40.609975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:40.610009] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:40.642810] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:40.642885] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:40.642920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:40.642948] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:40.645842] [DEBUG] [FORECASTER] MLNK: Forecast T+1@11:T+2@11: UP (p=66.77%)
[2025-10-14T23:58:40.646080] [INFO ] [FORECASTER] Completed predict_future for MLNK
[2025-10-14T23:58:40.646204] [INFO ] [sig       ] MLNK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:40.784074] [INFO ] [LOCAL     ] Saved forecast: MLNK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MLNK.txt
[2025-10-14T23:58:40.784255] [INFO ] [sig       ] [1183/1812] Completed MLNK in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:40.784302] [INFO ] [sig       ] [1184/1812] Forecasting MLP...
[2025-10-14T23:58:40.784333] [INFO ] [sig       ] Generating forecast for: MLP
[2025-10-14T23:58:40.784364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLP' from 'https://tdm.silogroup.org/data/derivative_storage/MLP.csv'.
[2025-10-14T23:58:40.792674] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MLP'.
[2025-10-14T23:58:40.792922] [INFO ] [FORECASTER] Starting predict_future for MLP
[2025-10-14T23:58:40.817476] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:40.818254] [DEBUG] [LOCAL     ] No optimal features file found for MLP: ./output/feature-sets/MLP.txt
[2025-10-14T23:58:40.818308] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:40.818342] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:40.818372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:40.818430] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:40.835797] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:40.836308] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:40.836385] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:40.836418] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:40.870303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:40.870867] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:40.870912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:40.870943] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:40.874016] [DEBUG] [FORECASTER] MLP: Forecast T+1@11:T+2@11: DOWN (p=33.28%)
[2025-10-14T23:58:40.874265] [INFO ] [FORECASTER] Completed predict_future for MLP
[2025-10-14T23:58:40.874390] [INFO ] [sig       ] MLP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:41.012026] [INFO ] [LOCAL     ] Saved forecast: MLP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MLP.txt
[2025-10-14T23:58:41.012223] [INFO ] [sig       ] [1184/1812] Completed MLP in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:41.012264] [INFO ] [sig       ] [1185/1812] Forecasting MLR...
[2025-10-14T23:58:41.012293] [INFO ] [sig       ] Generating forecast for: MLR
[2025-10-14T23:58:41.012324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLR' from 'https://tdm.silogroup.org/data/derivative_storage/MLR.csv'.
[2025-10-14T23:58:41.020672] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLR'.
[2025-10-14T23:58:41.020924] [INFO ] [FORECASTER] Starting predict_future for MLR
[2025-10-14T23:58:41.045067] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:41.045745] [DEBUG] [LOCAL     ] No optimal features file found for MLR: ./output/feature-sets/MLR.txt
[2025-10-14T23:58:41.045799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:41.045832] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:41.045861] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:41.045918] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:41.062945] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:41.063447] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:41.063520] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:41.063553] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:41.104906] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:41.105004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:41.105055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:41.105085] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:41.108032] [DEBUG] [FORECASTER] MLR: Forecast T+1@11:T+2@11: DOWN (p=35.79%)
[2025-10-14T23:58:41.108299] [INFO ] [FORECASTER] Completed predict_future for MLR
[2025-10-14T23:58:41.108433] [INFO ] [sig       ] MLR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:41.245742] [INFO ] [LOCAL     ] Saved forecast: MLR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MLR.txt
[2025-10-14T23:58:41.245940] [INFO ] [sig       ] [1185/1812] Completed MLR in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:41.245981] [INFO ] [sig       ] [1186/1812] Forecasting MMC...
[2025-10-14T23:58:41.246013] [INFO ] [sig       ] Generating forecast for: MMC
[2025-10-14T23:58:41.246043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMC' from 'https://tdm.silogroup.org/data/derivative_storage/MMC.csv'.
[2025-10-14T23:58:41.254579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMC'.
[2025-10-14T23:58:41.254860] [INFO ] [FORECASTER] Starting predict_future for MMC
[2025-10-14T23:58:41.279051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:41.279725] [DEBUG] [LOCAL     ] No optimal features file found for MMC: ./output/feature-sets/MMC.txt
[2025-10-14T23:58:41.279779] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:41.279825] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:41.279854] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:41.279914] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:41.296972] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:41.297480] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:41.297554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:41.297587] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:41.345556] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:41.345661] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:41.345733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:41.345786] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:41.349087] [DEBUG] [FORECASTER] MMC: Forecast T+1@11:T+2@11: UP (p=81.09%)
[2025-10-14T23:58:41.349365] [INFO ] [FORECASTER] Completed predict_future for MMC
[2025-10-14T23:58:41.349502] [INFO ] [sig       ] MMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:41.486052] [INFO ] [LOCAL     ] Saved forecast: MMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MMC.txt
[2025-10-14T23:58:41.486253] [INFO ] [sig       ] [1186/1812] Completed MMC in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:41.486295] [INFO ] [sig       ] [1187/1812] Forecasting MMD...
[2025-10-14T23:58:41.486325] [INFO ] [sig       ] Generating forecast for: MMD
[2025-10-14T23:58:41.486355] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMD' from 'https://tdm.silogroup.org/data/derivative_storage/MMD.csv'.
[2025-10-14T23:58:41.495288] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMD'.
[2025-10-14T23:58:41.495541] [INFO ] [FORECASTER] Starting predict_future for MMD
[2025-10-14T23:58:41.519688] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:41.520337] [DEBUG] [LOCAL     ] No optimal features file found for MMD: ./output/feature-sets/MMD.txt
[2025-10-14T23:58:41.520389] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:41.520421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:41.520449] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:41.520509] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:41.537285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:41.537835] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:41.537912] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:41.537948] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:41.578756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:41.578832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:41.578866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:41.578896] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:41.581844] [DEBUG] [FORECASTER] MMD: Forecast T+1@11:T+2@11: UP (p=94.74%)
[2025-10-14T23:58:41.582086] [INFO ] [FORECASTER] Completed predict_future for MMD
[2025-10-14T23:58:41.582214] [INFO ] [sig       ] MMD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:41.719286] [INFO ] [LOCAL     ] Saved forecast: MMD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MMD.txt
[2025-10-14T23:58:41.719495] [INFO ] [sig       ] [1187/1812] Completed MMD in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:41.719535] [INFO ] [sig       ] [1188/1812] Forecasting MMI...
[2025-10-14T23:58:41.719565] [INFO ] [sig       ] Generating forecast for: MMI
[2025-10-14T23:58:41.719595] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMI' from 'https://tdm.silogroup.org/data/derivative_storage/MMI.csv'.
[2025-10-14T23:58:41.728424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMI'.
[2025-10-14T23:58:41.728718] [INFO ] [FORECASTER] Starting predict_future for MMI
[2025-10-14T23:58:41.752935] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:41.753601] [DEBUG] [LOCAL     ] No optimal features file found for MMI: ./output/feature-sets/MMI.txt
[2025-10-14T23:58:41.753676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:41.753725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:41.753756] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:41.753816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:41.770798] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:41.771310] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:41.771385] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:41.771417] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:41.805009] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:41.805083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:41.805117] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:41.805145] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:41.808114] [DEBUG] [FORECASTER] MMI: Forecast T+1@11:T+2@11: DOWN (p=33.31%)
[2025-10-14T23:58:41.808366] [INFO ] [FORECASTER] Completed predict_future for MMI
[2025-10-14T23:58:41.808495] [INFO ] [sig       ] MMI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:41.946395] [INFO ] [LOCAL     ] Saved forecast: MMI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MMI.txt
[2025-10-14T23:58:41.946592] [INFO ] [sig       ] [1188/1812] Completed MMI in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:41.946633] [INFO ] [sig       ] [1189/1812] Forecasting MMM...
[2025-10-14T23:58:41.946705] [INFO ] [sig       ] Generating forecast for: MMM
[2025-10-14T23:58:41.946747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMM' from 'https://tdm.silogroup.org/data/derivative_storage/MMM.csv'.
[2025-10-14T23:58:41.955309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMM'.
[2025-10-14T23:58:41.955566] [INFO ] [FORECASTER] Starting predict_future for MMM
[2025-10-14T23:58:41.979863] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:41.980497] [DEBUG] [LOCAL     ] No optimal features file found for MMM: ./output/feature-sets/MMM.txt
[2025-10-14T23:58:41.980549] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:41.980581] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:41.980609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:41.980686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:41.997295] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:41.997842] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:41.997919] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:41.997952] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:42.030835] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:42.030910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:42.030947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:42.030977] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:42.033890] [DEBUG] [FORECASTER] MMM: Forecast T+1@11:T+2@11: UP (p=58.69%)
[2025-10-14T23:58:42.034133] [INFO ] [FORECASTER] Completed predict_future for MMM
[2025-10-14T23:58:42.034251] [INFO ] [sig       ] MMM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:42.170330] [INFO ] [LOCAL     ] Saved forecast: MMM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MMM.txt
[2025-10-14T23:58:42.170502] [INFO ] [sig       ] [1189/1812] Completed MMM in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:42.170543] [INFO ] [sig       ] [1190/1812] Forecasting MMS...
[2025-10-14T23:58:42.170574] [INFO ] [sig       ] Generating forecast for: MMS
[2025-10-14T23:58:42.170604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMS' from 'https://tdm.silogroup.org/data/derivative_storage/MMS.csv'.
[2025-10-14T23:58:42.179428] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMS'.
[2025-10-14T23:58:42.179706] [INFO ] [FORECASTER] Starting predict_future for MMS
[2025-10-14T23:58:42.203972] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:42.204615] [DEBUG] [LOCAL     ] No optimal features file found for MMS: ./output/feature-sets/MMS.txt
[2025-10-14T23:58:42.204692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:42.204736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:42.204766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:42.204823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:42.221832] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:42.222343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:42.222417] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:42.222451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:42.261257] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:42.261329] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:42.261362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:42.261390] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:42.264364] [DEBUG] [FORECASTER] MMS: Forecast T+1@11:T+2@11: DOWN (p=8.20%)
[2025-10-14T23:58:42.264605] [INFO ] [FORECASTER] Completed predict_future for MMS
[2025-10-14T23:58:42.264765] [INFO ] [sig       ] MMS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:42.400842] [INFO ] [LOCAL     ] Saved forecast: MMS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MMS.txt
[2025-10-14T23:58:42.401026] [INFO ] [sig       ] [1190/1812] Completed MMS in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-14T23:58:42.401068] [INFO ] [sig       ] [1191/1812] Forecasting MMT...
[2025-10-14T23:58:42.401098] [INFO ] [sig       ] Generating forecast for: MMT
[2025-10-14T23:58:42.401128] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMT' from 'https://tdm.silogroup.org/data/derivative_storage/MMT.csv'.
[2025-10-14T23:58:42.409479] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMT'.
[2025-10-14T23:58:42.409751] [INFO ] [FORECASTER] Starting predict_future for MMT
[2025-10-14T23:58:42.434251] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:42.434934] [DEBUG] [LOCAL     ] No optimal features file found for MMT: ./output/feature-sets/MMT.txt
[2025-10-14T23:58:42.434987] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:42.435019] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:42.435046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:42.435102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:42.452086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:42.452585] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:42.452681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:42.452735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:42.490298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:42.490386] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:42.490421] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:42.490449] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:42.493424] [DEBUG] [FORECASTER] MMT: Forecast T+1@11:T+2@11: UP (p=98.33%)
[2025-10-14T23:58:42.493692] [INFO ] [FORECASTER] Completed predict_future for MMT
[2025-10-14T23:58:42.493833] [INFO ] [sig       ] MMT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:42.632265] [INFO ] [LOCAL     ] Saved forecast: MMT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MMT.txt
[2025-10-14T23:58:42.632435] [INFO ] [sig       ] [1191/1812] Completed MMT in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:42.632486] [INFO ] [sig       ] [1192/1812] Forecasting MMU...
[2025-10-14T23:58:42.632540] [INFO ] [sig       ] Generating forecast for: MMU
[2025-10-14T23:58:42.632574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMU' from 'https://tdm.silogroup.org/data/derivative_storage/MMU.csv'.
[2025-10-14T23:58:42.642373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMU'.
[2025-10-14T23:58:42.642605] [INFO ] [FORECASTER] Starting predict_future for MMU
[2025-10-14T23:58:42.668610] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:42.669387] [DEBUG] [LOCAL     ] No optimal features file found for MMU: ./output/feature-sets/MMU.txt
[2025-10-14T23:58:42.669441] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:42.669476] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:42.669503] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:42.669560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:42.686225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:42.686831] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:42.686915] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:42.686948] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:42.726342] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:42.726447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:42.726486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:42.726514] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:42.729770] [DEBUG] [FORECASTER] MMU: Forecast T+1@11:T+2@11: DOWN (p=8.34%)
[2025-10-14T23:58:42.730037] [INFO ] [FORECASTER] Completed predict_future for MMU
[2025-10-14T23:58:42.730173] [INFO ] [sig       ] MMU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:42.866840] [INFO ] [LOCAL     ] Saved forecast: MMU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MMU.txt
[2025-10-14T23:58:42.867105] [INFO ] [sig       ] [1192/1812] Completed MMU in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:42.867147] [INFO ] [sig       ] [1193/1812] Forecasting MNR...
[2025-10-14T23:58:42.867180] [INFO ] [sig       ] Generating forecast for: MNR
[2025-10-14T23:58:42.867212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MNR' from 'https://tdm.silogroup.org/data/derivative_storage/MNR.csv'.
[2025-10-14T23:58:42.876734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MNR'.
[2025-10-14T23:58:42.877012] [INFO ] [FORECASTER] Starting predict_future for MNR
[2025-10-14T23:58:42.901387] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:42.902106] [DEBUG] [LOCAL     ] No optimal features file found for MNR: ./output/feature-sets/MNR.txt
[2025-10-14T23:58:42.902160] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:42.902193] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:42.902239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:42.902298] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:42.918902] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:42.919433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:42.919514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:42.919546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:42.958783] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:42.958889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:42.958927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:42.958954] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:42.962055] [DEBUG] [FORECASTER] MNR: Forecast T+1@11:T+2@11: DOWN (p=4.08%)
[2025-10-14T23:58:42.962307] [INFO ] [FORECASTER] Completed predict_future for MNR
[2025-10-14T23:58:42.962442] [INFO ] [sig       ] MNR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:43.098347] [INFO ] [LOCAL     ] Saved forecast: MNR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MNR.txt
[2025-10-14T23:58:43.098587] [INFO ] [sig       ] [1193/1812] Completed MNR in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:43.098628] [INFO ] [sig       ] [1194/1812] Forecasting MNSO...
[2025-10-14T23:58:43.098693] [INFO ] [sig       ] Generating forecast for: MNSO
[2025-10-14T23:58:43.098738] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MNSO' from 'https://tdm.silogroup.org/data/derivative_storage/MNSO.csv'.
[2025-10-14T23:58:43.107848] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MNSO'.
[2025-10-14T23:58:43.108164] [INFO ] [FORECASTER] Starting predict_future for MNSO
[2025-10-14T23:58:43.132520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:43.133215] [DEBUG] [LOCAL     ] No optimal features file found for MNSO: ./output/feature-sets/MNSO.txt
[2025-10-14T23:58:43.133268] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:43.133350] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:43.133387] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:43.133445] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:43.150129] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:43.150688] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:43.150773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:43.150806] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:43.193709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:43.193838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:43.193876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:43.193904] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:43.196991] [DEBUG] [FORECASTER] MNSO: Forecast T+1@11:T+2@11: UP (p=98.93%)
[2025-10-14T23:58:43.197252] [INFO ] [FORECASTER] Completed predict_future for MNSO
[2025-10-14T23:58:43.197386] [INFO ] [sig       ] MNSO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:43.332840] [INFO ] [LOCAL     ] Saved forecast: MNSO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MNSO.txt
[2025-10-14T23:58:43.333083] [INFO ] [sig       ] [1194/1812] Completed MNSO in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:43.333125] [INFO ] [sig       ] [1195/1812] Forecasting MOD...
[2025-10-14T23:58:43.333155] [INFO ] [sig       ] Generating forecast for: MOD
[2025-10-14T23:58:43.333187] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOD' from 'https://tdm.silogroup.org/data/derivative_storage/MOD.csv'.
[2025-10-14T23:58:43.343355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOD'.
[2025-10-14T23:58:43.343695] [INFO ] [FORECASTER] Starting predict_future for MOD
[2025-10-14T23:58:43.368049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:43.368793] [DEBUG] [LOCAL     ] No optimal features file found for MOD: ./output/feature-sets/MOD.txt
[2025-10-14T23:58:43.368848] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:43.368880] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:43.368908] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:43.368964] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:43.385606] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:43.386171] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:43.386254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:43.386286] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:43.430886] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:43.430976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:43.431015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:43.431044] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:43.434074] [DEBUG] [FORECASTER] MOD: Forecast T+1@11:T+2@11: UP (p=54.22%)
[2025-10-14T23:58:43.434324] [INFO ] [FORECASTER] Completed predict_future for MOD
[2025-10-14T23:58:43.434460] [INFO ] [sig       ] MOD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:43.570253] [INFO ] [LOCAL     ] Saved forecast: MOD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MOD.txt
[2025-10-14T23:58:43.570466] [INFO ] [sig       ] [1195/1812] Completed MOD in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:43.570507] [INFO ] [sig       ] [1196/1812] Forecasting MODG...
[2025-10-14T23:58:43.570537] [INFO ] [sig       ] Generating forecast for: MODG
[2025-10-14T23:58:43.570568] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MODG' from 'https://tdm.silogroup.org/data/derivative_storage/MODG.csv'.
[2025-10-14T23:58:43.580087] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MODG'.
[2025-10-14T23:58:43.580459] [INFO ] [FORECASTER] Starting predict_future for MODG
[2025-10-14T23:58:43.605079] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:43.605752] [DEBUG] [LOCAL     ] No optimal features file found for MODG: ./output/feature-sets/MODG.txt
[2025-10-14T23:58:43.605807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:43.605840] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:43.605868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:43.605924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:43.622750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:43.623269] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:43.623350] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:43.623384] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:43.666224] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:43.666367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:43.666410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:43.666441] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:43.670043] [DEBUG] [FORECASTER] MODG: Forecast T+1@11:T+2@11: UP (p=69.39%)
[2025-10-14T23:58:43.670332] [INFO ] [FORECASTER] Completed predict_future for MODG
[2025-10-14T23:58:43.670494] [INFO ] [sig       ] MODG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:43.806406] [INFO ] [LOCAL     ] Saved forecast: MODG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MODG.txt
[2025-10-14T23:58:43.806628] [INFO ] [sig       ] [1196/1812] Completed MODG in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:43.806704] [INFO ] [sig       ] [1197/1812] Forecasting MOH...
[2025-10-14T23:58:43.806744] [INFO ] [sig       ] Generating forecast for: MOH
[2025-10-14T23:58:43.806776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOH' from 'https://tdm.silogroup.org/data/derivative_storage/MOH.csv'.
[2025-10-14T23:58:43.815742] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOH'.
[2025-10-14T23:58:43.815995] [INFO ] [FORECASTER] Starting predict_future for MOH
[2025-10-14T23:58:43.840319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:43.841033] [DEBUG] [LOCAL     ] No optimal features file found for MOH: ./output/feature-sets/MOH.txt
[2025-10-14T23:58:43.841087] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:43.841119] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:43.841146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:43.841204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:43.857743] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:43.858289] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:43.858367] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:43.858399] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:43.897780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:43.897867] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:43.897931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:43.897984] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:43.901314] [DEBUG] [FORECASTER] MOH: Forecast T+1@11:T+2@11: UP (p=99.01%)
[2025-10-14T23:58:43.901558] [INFO ] [FORECASTER] Completed predict_future for MOH
[2025-10-14T23:58:43.901714] [INFO ] [sig       ] MOH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:44.036630] [INFO ] [LOCAL     ] Saved forecast: MOH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MOH.txt
[2025-10-14T23:58:44.036850] [INFO ] [sig       ] [1197/1812] Completed MOH in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:44.036893] [INFO ] [sig       ] [1198/1812] Forecasting MOS...
[2025-10-14T23:58:44.036923] [INFO ] [sig       ] Generating forecast for: MOS
[2025-10-14T23:58:44.036952] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOS' from 'https://tdm.silogroup.org/data/derivative_storage/MOS.csv'.
[2025-10-14T23:58:44.045413] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOS'.
[2025-10-14T23:58:44.045685] [INFO ] [FORECASTER] Starting predict_future for MOS
[2025-10-14T23:58:44.070056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:44.070729] [DEBUG] [LOCAL     ] No optimal features file found for MOS: ./output/feature-sets/MOS.txt
[2025-10-14T23:58:44.070784] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:44.070816] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:44.070843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:44.070899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:44.087476] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:44.088025] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:44.088125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:44.088171] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:44.123730] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:44.123919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:44.123985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:44.124017] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:44.127459] [DEBUG] [FORECASTER] MOS: Forecast T+1@11:T+2@11: UP (p=96.23%)
[2025-10-14T23:58:44.127764] [INFO ] [FORECASTER] Completed predict_future for MOS
[2025-10-14T23:58:44.127910] [INFO ] [sig       ] MOS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:44.264225] [INFO ] [LOCAL     ] Saved forecast: MOS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MOS.txt
[2025-10-14T23:58:44.264409] [INFO ] [sig       ] [1198/1812] Completed MOS in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:44.264450] [INFO ] [sig       ] [1199/1812] Forecasting MOV...
[2025-10-14T23:58:44.264480] [INFO ] [sig       ] Generating forecast for: MOV
[2025-10-14T23:58:44.264510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOV' from 'https://tdm.silogroup.org/data/derivative_storage/MOV.csv'.
[2025-10-14T23:58:44.273046] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOV'.
[2025-10-14T23:58:44.273285] [INFO ] [FORECASTER] Starting predict_future for MOV
[2025-10-14T23:58:44.297525] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:44.298256] [DEBUG] [LOCAL     ] No optimal features file found for MOV: ./output/feature-sets/MOV.txt
[2025-10-14T23:58:44.298309] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:44.298342] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:44.298370] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:44.298426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:44.316042] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:44.316556] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:44.316631] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:44.316700] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:44.351219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:44.351293] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:44.351328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:44.351356] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:44.354248] [DEBUG] [FORECASTER] MOV: Forecast T+1@11:T+2@11: UP (p=76.03%)
[2025-10-14T23:58:44.354485] [INFO ] [FORECASTER] Completed predict_future for MOV
[2025-10-14T23:58:44.354611] [INFO ] [sig       ] MOV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:44.536873] [INFO ] [LOCAL     ] Saved forecast: MOV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MOV.txt
[2025-10-14T23:58:44.537061] [INFO ] [sig       ] [1199/1812] Completed MOV in 0.3s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:44.537103] [INFO ] [sig       ] [1200/1812] Forecasting MP...
[2025-10-14T23:58:44.537133] [INFO ] [sig       ] Generating forecast for: MP
[2025-10-14T23:58:44.537164] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MP' from 'https://tdm.silogroup.org/data/derivative_storage/MP.csv'.
[2025-10-14T23:58:44.545381] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MP'.
[2025-10-14T23:58:44.545622] [INFO ] [FORECASTER] Starting predict_future for MP
[2025-10-14T23:58:44.569824] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:44.570470] [DEBUG] [LOCAL     ] No optimal features file found for MP: ./output/feature-sets/MP.txt
[2025-10-14T23:58:44.570523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:44.570555] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:44.570597] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:44.570675] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:44.587722] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:44.588284] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:44.588361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:44.588395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:44.622268] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:44.622341] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:44.622377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:44.622405] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:44.625306] [DEBUG] [FORECASTER] MP: Forecast T+1@11:T+2@11: DOWN (p=20.53%)
[2025-10-14T23:58:44.625546] [INFO ] [FORECASTER] Completed predict_future for MP
[2025-10-14T23:58:44.626095] [INFO ] [sig       ] MP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:44.762138] [INFO ] [LOCAL     ] Saved forecast: MP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MP.txt
[2025-10-14T23:58:44.762295] [INFO ] [sig       ] [1200/1812] Completed MP in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:44.762334] [INFO ] [sig       ] [1201/1812] Forecasting MPA...
[2025-10-14T23:58:44.762365] [INFO ] [sig       ] Generating forecast for: MPA
[2025-10-14T23:58:44.762396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPA' from 'https://tdm.silogroup.org/data/derivative_storage/MPA.csv'.
[2025-10-14T23:58:44.770046] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MPA'.
[2025-10-14T23:58:44.770283] [INFO ] [FORECASTER] Starting predict_future for MPA
[2025-10-14T23:58:44.794540] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:44.795218] [DEBUG] [LOCAL     ] No optimal features file found for MPA: ./output/feature-sets/MPA.txt
[2025-10-14T23:58:44.795270] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:44.795303] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:44.795331] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:44.795389] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:44.812359] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:44.812905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:44.812981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:44.813014] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:44.845715] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:44.845792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:44.845826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:44.845854] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:44.848812] [DEBUG] [FORECASTER] MPA: Forecast T+1@11:T+2@11: UP (p=93.10%)
[2025-10-14T23:58:44.849057] [INFO ] [FORECASTER] Completed predict_future for MPA
[2025-10-14T23:58:44.849189] [INFO ] [sig       ] MPA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:44.985819] [INFO ] [LOCAL     ] Saved forecast: MPA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MPA.txt
[2025-10-14T23:58:44.986004] [INFO ] [sig       ] [1201/1812] Completed MPA in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:44.986044] [INFO ] [sig       ] [1202/1812] Forecasting MPLX...
[2025-10-14T23:58:44.986074] [INFO ] [sig       ] Generating forecast for: MPLX
[2025-10-14T23:58:44.986103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPLX' from 'https://tdm.silogroup.org/data/derivative_storage/MPLX.csv'.
[2025-10-14T23:58:44.994754] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPLX'.
[2025-10-14T23:58:44.995021] [INFO ] [FORECASTER] Starting predict_future for MPLX
[2025-10-14T23:58:45.019129] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:45.019808] [DEBUG] [LOCAL     ] No optimal features file found for MPLX: ./output/feature-sets/MPLX.txt
[2025-10-14T23:58:45.019861] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:45.019893] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:45.019920] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:45.019975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:45.036913] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:45.037416] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:45.037490] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:45.037523] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:45.073449] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:45.073522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:45.073556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:45.073584] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:45.076499] [DEBUG] [FORECASTER] MPLX: Forecast T+1@11:T+2@11: UP (p=95.57%)
[2025-10-14T23:58:45.076781] [INFO ] [FORECASTER] Completed predict_future for MPLX
[2025-10-14T23:58:45.076918] [INFO ] [sig       ] MPLX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:45.214320] [INFO ] [LOCAL     ] Saved forecast: MPLX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MPLX.txt
[2025-10-14T23:58:45.214484] [INFO ] [sig       ] [1202/1812] Completed MPLX in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:45.214523] [INFO ] [sig       ] [1203/1812] Forecasting MPV...
[2025-10-14T23:58:45.214553] [INFO ] [sig       ] Generating forecast for: MPV
[2025-10-14T23:58:45.214584] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPV' from 'https://tdm.silogroup.org/data/derivative_storage/MPV.csv'.
[2025-10-14T23:58:45.223691] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPV'.
[2025-10-14T23:58:45.224153] [INFO ] [FORECASTER] Starting predict_future for MPV
[2025-10-14T23:58:45.249666] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:45.250511] [DEBUG] [LOCAL     ] No optimal features file found for MPV: ./output/feature-sets/MPV.txt
[2025-10-14T23:58:45.250570] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:45.250605] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:45.250634] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:45.250738] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:45.267774] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:45.268626] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:45.268746] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:45.268785] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:45.298120] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:45.298308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:45.298352] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:45.298381] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:45.301975] [DEBUG] [FORECASTER] MPV: Forecast T+1@11:T+2@11: DOWN (p=41.58%)
[2025-10-14T23:58:45.302277] [INFO ] [FORECASTER] Completed predict_future for MPV
[2025-10-14T23:58:45.302423] [INFO ] [sig       ] MPV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:45.441427] [INFO ] [LOCAL     ] Saved forecast: MPV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MPV.txt
[2025-10-14T23:58:45.441726] [INFO ] [sig       ] [1203/1812] Completed MPV in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:45.441788] [INFO ] [sig       ] [1204/1812] Forecasting MPW...
[2025-10-14T23:58:45.441821] [INFO ] [sig       ] Generating forecast for: MPW
[2025-10-14T23:58:45.441902] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPW' from 'https://tdm.silogroup.org/data/derivative_storage/MPW.csv'.
[2025-10-14T23:58:45.450334] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPW'.
[2025-10-14T23:58:45.450595] [INFO ] [FORECASTER] Starting predict_future for MPW
[2025-10-14T23:58:45.474731] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:45.475373] [DEBUG] [LOCAL     ] No optimal features file found for MPW: ./output/feature-sets/MPW.txt
[2025-10-14T23:58:45.475425] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:45.475457] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:45.475485] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:45.475541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:45.492507] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:45.493097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:45.493174] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:45.493208] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:45.523581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:45.523679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:45.523731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:45.523762] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:45.526681] [DEBUG] [FORECASTER] MPW: Forecast T+1@11:T+2@11: UP (p=89.26%)
[2025-10-14T23:58:45.526928] [INFO ] [FORECASTER] Completed predict_future for MPW
[2025-10-14T23:58:45.527058] [INFO ] [sig       ] MPW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:45.663297] [INFO ] [LOCAL     ] Saved forecast: MPW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MPW.txt
[2025-10-14T23:58:45.663509] [INFO ] [sig       ] [1204/1812] Completed MPW in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:45.663550] [INFO ] [sig       ] [1205/1812] Forecasting MPX...
[2025-10-14T23:58:45.663580] [INFO ] [sig       ] Generating forecast for: MPX
[2025-10-14T23:58:45.663611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPX' from 'https://tdm.silogroup.org/data/derivative_storage/MPX.csv'.
[2025-10-14T23:58:45.671319] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPX'.
[2025-10-14T23:58:45.671579] [INFO ] [FORECASTER] Starting predict_future for MPX
[2025-10-14T23:58:45.695750] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:45.696419] [DEBUG] [LOCAL     ] No optimal features file found for MPX: ./output/feature-sets/MPX.txt
[2025-10-14T23:58:45.696471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:45.696503] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:45.696530] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:45.696587] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:45.713445] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:45.714001] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:45.714082] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:45.714115] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:45.742130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:45.742207] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:45.742260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:45.742290] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:45.745201] [DEBUG] [FORECASTER] MPX: Forecast T+1@11:T+2@11: UP (p=78.47%)
[2025-10-14T23:58:45.745441] [INFO ] [FORECASTER] Completed predict_future for MPX
[2025-10-14T23:58:45.745564] [INFO ] [sig       ] MPX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:45.886046] [INFO ] [LOCAL     ] Saved forecast: MPX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MPX.txt
[2025-10-14T23:58:45.886377] [INFO ] [sig       ] [1205/1812] Completed MPX in 0.2s | 4.23 sym/s | Total: 4.7m | ETA: 2.4m
[2025-10-14T23:58:45.886437] [INFO ] [sig       ] [1206/1812] Forecasting MQT...
[2025-10-14T23:58:45.886472] [INFO ] [sig       ] Generating forecast for: MQT
[2025-10-14T23:58:45.886510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MQT' from 'https://tdm.silogroup.org/data/derivative_storage/MQT.csv'.
[2025-10-14T23:58:45.896855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MQT'.
[2025-10-14T23:58:45.897222] [INFO ] [FORECASTER] Starting predict_future for MQT
[2025-10-14T23:58:45.921909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:45.922553] [DEBUG] [LOCAL     ] No optimal features file found for MQT: ./output/feature-sets/MQT.txt
[2025-10-14T23:58:45.922605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:45.922660] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:45.922715] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:45.922788] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:45.939424] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:45.939978] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:45.940056] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:45.940089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:45.973542] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:45.973618] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:45.973679] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:45.973727] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:45.976626] [DEBUG] [FORECASTER] MQT: Forecast T+1@11:T+2@11: DOWN (p=32.35%)
[2025-10-14T23:58:45.976899] [INFO ] [FORECASTER] Completed predict_future for MQT
[2025-10-14T23:58:45.977030] [INFO ] [sig       ] MQT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:46.112521] [INFO ] [LOCAL     ] Saved forecast: MQT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MQT.txt
[2025-10-14T23:58:46.112738] [INFO ] [sig       ] [1206/1812] Completed MQT in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:46.112798] [INFO ] [sig       ] [1207/1812] Forecasting MSB...
[2025-10-14T23:58:46.112830] [INFO ] [sig       ] Generating forecast for: MSB
[2025-10-14T23:58:46.112861] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MSB' from 'https://tdm.silogroup.org/data/derivative_storage/MSB.csv'.
[2025-10-14T23:58:46.120703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MSB'.
[2025-10-14T23:58:46.120951] [INFO ] [FORECASTER] Starting predict_future for MSB
[2025-10-14T23:58:46.145002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:46.145637] [DEBUG] [LOCAL     ] No optimal features file found for MSB: ./output/feature-sets/MSB.txt
[2025-10-14T23:58:46.145765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:46.145805] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:46.145833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:46.145922] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:46.162597] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:46.163151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:46.163227] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:46.163260] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:46.197396] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:46.197466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:46.197501] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:46.197529] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:46.200490] [DEBUG] [FORECASTER] MSB: Forecast T+1@11:T+2@11: DOWN (p=45.95%)
[2025-10-14T23:58:46.200776] [INFO ] [FORECASTER] Completed predict_future for MSB
[2025-10-14T23:58:46.200919] [INFO ] [sig       ] MSB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:46.336852] [INFO ] [LOCAL     ] Saved forecast: MSB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MSB.txt
[2025-10-14T23:58:46.337035] [INFO ] [sig       ] [1207/1812] Completed MSB in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:46.337075] [INFO ] [sig       ] [1208/1812] Forecasting MSD...
[2025-10-14T23:58:46.337105] [INFO ] [sig       ] Generating forecast for: MSD
[2025-10-14T23:58:46.337135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MSD' from 'https://tdm.silogroup.org/data/derivative_storage/MSD.csv'.
[2025-10-14T23:58:46.345164] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MSD'.
[2025-10-14T23:58:46.345403] [INFO ] [FORECASTER] Starting predict_future for MSD
[2025-10-14T23:58:46.369489] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:46.370164] [DEBUG] [LOCAL     ] No optimal features file found for MSD: ./output/feature-sets/MSD.txt
[2025-10-14T23:58:46.370216] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:46.370249] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:46.370277] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:46.370333] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:46.387153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:46.387695] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:46.387776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:46.387809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:46.422795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:46.422864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:46.422898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:46.422926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:46.425815] [DEBUG] [FORECASTER] MSD: Forecast T+1@11:T+2@11: DOWN (p=19.57%)
[2025-10-14T23:58:46.426052] [INFO ] [FORECASTER] Completed predict_future for MSD
[2025-10-14T23:58:46.426182] [INFO ] [sig       ] MSD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:46.561400] [INFO ] [LOCAL     ] Saved forecast: MSD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MSD.txt
[2025-10-14T23:58:46.561581] [INFO ] [sig       ] [1208/1812] Completed MSD in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:46.561621] [INFO ] [sig       ] [1209/1812] Forecasting MTD...
[2025-10-14T23:58:46.561680] [INFO ] [sig       ] Generating forecast for: MTD
[2025-10-14T23:58:46.561729] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MTD' from 'https://tdm.silogroup.org/data/derivative_storage/MTD.csv'.
[2025-10-14T23:58:46.570402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MTD'.
[2025-10-14T23:58:46.570663] [INFO ] [FORECASTER] Starting predict_future for MTD
[2025-10-14T23:58:46.594865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:46.595507] [DEBUG] [LOCAL     ] No optimal features file found for MTD: ./output/feature-sets/MTD.txt
[2025-10-14T23:58:46.595559] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:46.595590] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:46.595617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:46.595706] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:46.612412] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:46.612962] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:46.613039] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:46.613072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:46.646096] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:46.646166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:46.646200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:46.646228] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:46.649139] [DEBUG] [FORECASTER] MTD: Forecast T+1@11:T+2@11: DOWN (p=40.28%)
[2025-10-14T23:58:46.649377] [INFO ] [FORECASTER] Completed predict_future for MTD
[2025-10-14T23:58:46.649505] [INFO ] [sig       ] MTD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:46.784403] [INFO ] [LOCAL     ] Saved forecast: MTD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MTD.txt
[2025-10-14T23:58:46.784567] [INFO ] [sig       ] [1209/1812] Completed MTD in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:46.784607] [INFO ] [sig       ] [1210/1812] Forecasting MUE...
[2025-10-14T23:58:46.784638] [INFO ] [sig       ] Generating forecast for: MUE
[2025-10-14T23:58:46.784715] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MUE' from 'https://tdm.silogroup.org/data/derivative_storage/MUE.csv'.
[2025-10-14T23:58:46.794748] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MUE'.
[2025-10-14T23:58:46.795105] [INFO ] [FORECASTER] Starting predict_future for MUE
[2025-10-14T23:58:46.819582] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:46.820280] [DEBUG] [LOCAL     ] No optimal features file found for MUE: ./output/feature-sets/MUE.txt
[2025-10-14T23:58:46.820333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:46.820366] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:46.820394] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:46.820454] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:46.837087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:46.837659] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:46.837782] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:46.837820] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:46.868351] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:46.868461] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:46.868498] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:46.868525] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:46.871630] [DEBUG] [FORECASTER] MUE: Forecast T+1@11:T+2@11: UP (p=99.08%)
[2025-10-14T23:58:46.871918] [INFO ] [FORECASTER] Completed predict_future for MUE
[2025-10-14T23:58:46.872057] [INFO ] [sig       ] MUE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:47.008042] [INFO ] [LOCAL     ] Saved forecast: MUE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MUE.txt
[2025-10-14T23:58:47.008276] [INFO ] [sig       ] [1210/1812] Completed MUE in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:47.008325] [INFO ] [sig       ] [1211/1812] Forecasting MVF...
[2025-10-14T23:58:47.008357] [INFO ] [sig       ] Generating forecast for: MVF
[2025-10-14T23:58:47.008387] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVF' from 'https://tdm.silogroup.org/data/derivative_storage/MVF.csv'.
[2025-10-14T23:58:47.017463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVF'.
[2025-10-14T23:58:47.017784] [INFO ] [FORECASTER] Starting predict_future for MVF
[2025-10-14T23:58:47.042485] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:47.043225] [DEBUG] [LOCAL     ] No optimal features file found for MVF: ./output/feature-sets/MVF.txt
[2025-10-14T23:58:47.043279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:47.043311] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:47.043340] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:47.043397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:47.060244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:47.060815] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:47.060896] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:47.060956] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:47.093705] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:47.093814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:47.093851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:47.093879] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:47.096934] [DEBUG] [FORECASTER] MVF: Forecast T+1@11:T+2@11: UP (p=94.05%)
[2025-10-14T23:58:47.097191] [INFO ] [FORECASTER] Completed predict_future for MVF
[2025-10-14T23:58:47.097323] [INFO ] [sig       ] MVF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:47.235832] [INFO ] [LOCAL     ] Saved forecast: MVF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MVF.txt
[2025-10-14T23:58:47.236075] [INFO ] [sig       ] [1211/1812] Completed MVF in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:47.236118] [INFO ] [sig       ] [1212/1812] Forecasting MVO...
[2025-10-14T23:58:47.236148] [INFO ] [sig       ] Generating forecast for: MVO
[2025-10-14T23:58:47.236178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVO' from 'https://tdm.silogroup.org/data/derivative_storage/MVO.csv'.
[2025-10-14T23:58:47.244557] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVO'.
[2025-10-14T23:58:47.244940] [INFO ] [FORECASTER] Starting predict_future for MVO
[2025-10-14T23:58:47.273948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:47.274723] [DEBUG] [LOCAL     ] No optimal features file found for MVO: ./output/feature-sets/MVO.txt
[2025-10-14T23:58:47.274778] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:47.274811] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:47.274838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:47.274893] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:47.291834] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:47.292474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:47.292560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:47.292593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:47.325934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:47.326046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:47.326083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:47.326133] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:47.329339] [DEBUG] [FORECASTER] MVO: Forecast T+1@11:T+2@11: DOWN (p=15.61%)
[2025-10-14T23:58:47.329601] [INFO ] [FORECASTER] Completed predict_future for MVO
[2025-10-14T23:58:47.329762] [INFO ] [sig       ] MVO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:47.467264] [INFO ] [LOCAL     ] Saved forecast: MVO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/MVO.txt
[2025-10-14T23:58:47.467549] [INFO ] [sig       ] [1212/1812] Completed MVO in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:47.467610] [INFO ] [sig       ] [1213/1812] Forecasting MVT...
[2025-10-14T23:58:47.467669] [INFO ] [sig       ] Generating forecast for: MVT
[2025-10-14T23:58:47.467724] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVT' from 'https://tdm.silogroup.org/data/derivative_storage/MVT.csv'.
[2025-10-14T23:58:47.476501] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVT'.
[2025-10-14T23:58:47.476783] [INFO ] [FORECASTER] Starting predict_future for MVT
[2025-10-14T23:58:47.501195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:47.501891] [DEBUG] [LOCAL     ] No optimal features file found for MVT: ./output/feature-sets/MVT.txt
[2025-10-14T23:58:47.501943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:47.501976] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:47.502003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:47.502059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:47.518947] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:47.519478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:47.519553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:47.519586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:47.551565] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:47.551746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:47.551797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:47.551828] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:47.556638] [DEBUG] [FORECASTER] MVT: Forecast T+1@11:T+2@11: UP (p=64.06%)
[2025-10-14T23:58:47.556933] [INFO ] [FORECASTER] Completed predict_future for MVT
[2025-10-14T23:58:47.557069] [INFO ] [sig       ] MVT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:47.695732] [INFO ] [LOCAL     ] Saved forecast: MVT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MVT.txt
[2025-10-14T23:58:47.695947] [INFO ] [sig       ] [1213/1812] Completed MVT in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:47.695988] [INFO ] [sig       ] [1214/1812] Forecasting MX...
[2025-10-14T23:58:47.696018] [INFO ] [sig       ] Generating forecast for: MX
[2025-10-14T23:58:47.696048] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MX' from 'https://tdm.silogroup.org/data/derivative_storage/MX.csv'.
[2025-10-14T23:58:47.704315] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MX'.
[2025-10-14T23:58:47.704626] [INFO ] [FORECASTER] Starting predict_future for MX
[2025-10-14T23:58:47.728918] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:47.729575] [DEBUG] [LOCAL     ] No optimal features file found for MX: ./output/feature-sets/MX.txt
[2025-10-14T23:58:47.729627] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:47.729694] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:47.729734] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:47.729792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:47.746544] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:47.747125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:47.747201] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:47.747234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:47.781703] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:47.781847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:47.781886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:47.781916] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:47.785235] [DEBUG] [FORECASTER] MX: Forecast T+1@11:T+2@11: UP (p=95.68%)
[2025-10-14T23:58:47.785495] [INFO ] [FORECASTER] Completed predict_future for MX
[2025-10-14T23:58:47.785626] [INFO ] [sig       ] MX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:47.926967] [INFO ] [LOCAL     ] Saved forecast: MX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MX.txt
[2025-10-14T23:58:47.927192] [INFO ] [sig       ] [1214/1812] Completed MX in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:47.927232] [INFO ] [sig       ] [1215/1812] Forecasting MYN...
[2025-10-14T23:58:47.927262] [INFO ] [sig       ] Generating forecast for: MYN
[2025-10-14T23:58:47.927293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MYN' from 'https://tdm.silogroup.org/data/derivative_storage/MYN.csv'.
[2025-10-14T23:58:47.935409] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MYN'.
[2025-10-14T23:58:47.935686] [INFO ] [FORECASTER] Starting predict_future for MYN
[2025-10-14T23:58:47.960569] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:47.961306] [DEBUG] [LOCAL     ] No optimal features file found for MYN: ./output/feature-sets/MYN.txt
[2025-10-14T23:58:47.961359] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:47.961393] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:47.961421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:47.961477] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:47.978819] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:47.979371] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:47.979447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:47.979480] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:48.014456] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:48.014607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:48.014670] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:48.014724] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:48.018028] [DEBUG] [FORECASTER] MYN: Forecast T+1@11:T+2@11: UP (p=65.37%)
[2025-10-14T23:58:48.018328] [INFO ] [FORECASTER] Completed predict_future for MYN
[2025-10-14T23:58:48.018468] [INFO ] [sig       ] MYN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:48.161015] [INFO ] [LOCAL     ] Saved forecast: MYN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/MYN.txt
[2025-10-14T23:58:48.161283] [INFO ] [sig       ] [1215/1812] Completed MYN in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-14T23:58:48.161338] [INFO ] [sig       ] [1216/1812] Forecasting NAT...
[2025-10-14T23:58:48.161370] [INFO ] [sig       ] Generating forecast for: NAT
[2025-10-14T23:58:48.161400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NAT' from 'https://tdm.silogroup.org/data/derivative_storage/NAT.csv'.
[2025-10-14T23:58:48.171044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NAT'.
[2025-10-14T23:58:48.171405] [INFO ] [FORECASTER] Starting predict_future for NAT
[2025-10-14T23:58:48.196239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:48.196947] [DEBUG] [LOCAL     ] No optimal features file found for NAT: ./output/feature-sets/NAT.txt
[2025-10-14T23:58:48.196999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:48.197032] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:48.197060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:48.197116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:48.213945] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:48.214517] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:48.214595] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:48.214629] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:48.249564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:48.249635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:48.249710] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:48.249745] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:48.252677] [DEBUG] [FORECASTER] NAT: Forecast T+1@11:T+2@11: UP (p=63.26%)
[2025-10-14T23:58:48.252921] [INFO ] [FORECASTER] Completed predict_future for NAT
[2025-10-14T23:58:48.253047] [INFO ] [sig       ] NAT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:48.390087] [INFO ] [LOCAL     ] Saved forecast: NAT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NAT.txt
[2025-10-14T23:58:48.390309] [INFO ] [sig       ] [1216/1812] Completed NAT in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:48.390422] [INFO ] [sig       ] [1217/1812] Forecasting NAZ...
[2025-10-14T23:58:48.390461] [INFO ] [sig       ] Generating forecast for: NAZ
[2025-10-14T23:58:48.390493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NAZ' from 'https://tdm.silogroup.org/data/derivative_storage/NAZ.csv'.
[2025-10-14T23:58:48.399165] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NAZ'.
[2025-10-14T23:58:48.399435] [INFO ] [FORECASTER] Starting predict_future for NAZ
[2025-10-14T23:58:48.423554] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:48.424226] [DEBUG] [LOCAL     ] No optimal features file found for NAZ: ./output/feature-sets/NAZ.txt
[2025-10-14T23:58:48.424278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:48.424310] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:48.424336] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:48.424391] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:48.441037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:48.441537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:48.441612] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:48.441677] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:48.475319] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:48.475396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:48.475431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:48.475458] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:48.478416] [DEBUG] [FORECASTER] NAZ: Forecast T+1@11:T+2@11: DOWN (p=6.94%)
[2025-10-14T23:58:48.478681] [INFO ] [FORECASTER] Completed predict_future for NAZ
[2025-10-14T23:58:48.478821] [INFO ] [sig       ] NAZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:48.614289] [INFO ] [LOCAL     ] Saved forecast: NAZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NAZ.txt
[2025-10-14T23:58:48.614472] [INFO ] [sig       ] [1217/1812] Completed NAZ in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:48.614521] [INFO ] [sig       ] [1218/1812] Forecasting NBB...
[2025-10-14T23:58:48.614551] [INFO ] [sig       ] Generating forecast for: NBB
[2025-10-14T23:58:48.614582] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NBB' from 'https://tdm.silogroup.org/data/derivative_storage/NBB.csv'.
[2025-10-14T23:58:48.622980] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NBB'.
[2025-10-14T23:58:48.623213] [INFO ] [FORECASTER] Starting predict_future for NBB
[2025-10-14T23:58:48.647185] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:48.647868] [DEBUG] [LOCAL     ] No optimal features file found for NBB: ./output/feature-sets/NBB.txt
[2025-10-14T23:58:48.647921] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:48.647953] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:48.647980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:48.648036] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:48.664614] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:48.665290] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:48.665364] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:48.665398] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:48.699826] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:48.699898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:48.699932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:48.699961] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:48.702838] [DEBUG] [FORECASTER] NBB: Forecast T+1@11:T+2@11: DOWN (p=15.76%)
[2025-10-14T23:58:48.703076] [INFO ] [FORECASTER] Completed predict_future for NBB
[2025-10-14T23:58:48.703201] [INFO ] [sig       ] NBB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:48.839285] [INFO ] [LOCAL     ] Saved forecast: NBB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NBB.txt
[2025-10-14T23:58:48.839451] [INFO ] [sig       ] [1218/1812] Completed NBB in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:48.839490] [INFO ] [sig       ] [1219/1812] Forecasting NC...
[2025-10-14T23:58:48.839520] [INFO ] [sig       ] Generating forecast for: NC
[2025-10-14T23:58:48.839551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NC' from 'https://tdm.silogroup.org/data/derivative_storage/NC.csv'.
[2025-10-14T23:58:48.847790] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NC'.
[2025-10-14T23:58:48.848024] [INFO ] [FORECASTER] Starting predict_future for NC
[2025-10-14T23:58:48.872264] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:48.873082] [DEBUG] [LOCAL     ] No optimal features file found for NC: ./output/feature-sets/NC.txt
[2025-10-14T23:58:48.873135] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:48.873167] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:48.873194] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:48.873249] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:48.889874] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:48.890376] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:48.890450] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:48.890483] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:48.924375] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:48.924444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:48.924478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:48.924523] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:48.927458] [DEBUG] [FORECASTER] NC: Forecast T+1@11:T+2@11: DOWN (p=6.86%)
[2025-10-14T23:58:48.927737] [INFO ] [FORECASTER] Completed predict_future for NC
[2025-10-14T23:58:48.927872] [INFO ] [sig       ] NC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:49.069130] [INFO ] [LOCAL     ] Saved forecast: NC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NC.txt
[2025-10-14T23:58:49.069332] [INFO ] [sig       ] [1219/1812] Completed NC in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:49.069373] [INFO ] [sig       ] [1220/1812] Forecasting NCA...
[2025-10-14T23:58:49.069403] [INFO ] [sig       ] Generating forecast for: NCA
[2025-10-14T23:58:49.069434] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCA' from 'https://tdm.silogroup.org/data/derivative_storage/NCA.csv'.
[2025-10-14T23:58:49.078423] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCA'.
[2025-10-14T23:58:49.078687] [INFO ] [FORECASTER] Starting predict_future for NCA
[2025-10-14T23:58:49.103377] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:49.104057] [DEBUG] [LOCAL     ] No optimal features file found for NCA: ./output/feature-sets/NCA.txt
[2025-10-14T23:58:49.104109] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:49.104141] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:49.104168] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:49.104224] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:49.120967] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:49.121530] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:49.121606] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:49.121640] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:49.156196] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:49.156267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:49.156302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:49.156329] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:49.159385] [DEBUG] [FORECASTER] NCA: Forecast T+1@11:T+2@11: UP (p=75.12%)
[2025-10-14T23:58:49.159627] [INFO ] [FORECASTER] Completed predict_future for NCA
[2025-10-14T23:58:49.159799] [INFO ] [sig       ] NCA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:49.296832] [INFO ] [LOCAL     ] Saved forecast: NCA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NCA.txt
[2025-10-14T23:58:49.296993] [INFO ] [sig       ] [1220/1812] Completed NCA in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:49.297048] [INFO ] [sig       ] [1221/1812] Forecasting NCV...
[2025-10-14T23:58:49.297102] [INFO ] [sig       ] Generating forecast for: NCV
[2025-10-14T23:58:49.297136] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCV' from 'https://tdm.silogroup.org/data/derivative_storage/NCV.csv'.
[2025-10-14T23:58:49.305834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCV'.
[2025-10-14T23:58:49.306075] [INFO ] [FORECASTER] Starting predict_future for NCV
[2025-10-14T23:58:49.330055] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:49.330750] [DEBUG] [LOCAL     ] No optimal features file found for NCV: ./output/feature-sets/NCV.txt
[2025-10-14T23:58:49.330803] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:49.330835] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:49.330863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:49.330918] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:49.347482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:49.348090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:49.348176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:49.348210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:49.380812] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:49.380886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:49.380921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:49.380949] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:49.383881] [DEBUG] [FORECASTER] NCV: Forecast T+1@11:T+2@11: UP (p=99.16%)
[2025-10-14T23:58:49.384120] [INFO ] [FORECASTER] Completed predict_future for NCV
[2025-10-14T23:58:49.384249] [INFO ] [sig       ] NCV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:49.520300] [INFO ] [LOCAL     ] Saved forecast: NCV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NCV.txt
[2025-10-14T23:58:49.520478] [INFO ] [sig       ] [1221/1812] Completed NCV in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:49.520519] [INFO ] [sig       ] [1222/1812] Forecasting NCZ...
[2025-10-14T23:58:49.520549] [INFO ] [sig       ] Generating forecast for: NCZ
[2025-10-14T23:58:49.520578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCZ' from 'https://tdm.silogroup.org/data/derivative_storage/NCZ.csv'.
[2025-10-14T23:58:49.529143] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCZ'.
[2025-10-14T23:58:49.529380] [INFO ] [FORECASTER] Starting predict_future for NCZ
[2025-10-14T23:58:49.553359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:49.554062] [DEBUG] [LOCAL     ] No optimal features file found for NCZ: ./output/feature-sets/NCZ.txt
[2025-10-14T23:58:49.554115] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:49.554146] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:49.554173] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:49.554228] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:49.570992] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:49.571493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:49.571568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:49.571601] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:49.610530] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:49.610601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:49.610636] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:49.610708] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:49.613611] [DEBUG] [FORECASTER] NCZ: Forecast T+1@11:T+2@11: DOWN (p=27.11%)
[2025-10-14T23:58:49.613881] [INFO ] [FORECASTER] Completed predict_future for NCZ
[2025-10-14T23:58:49.614017] [INFO ] [sig       ] NCZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:49.750106] [INFO ] [LOCAL     ] Saved forecast: NCZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NCZ.txt
[2025-10-14T23:58:49.750293] [INFO ] [sig       ] [1222/1812] Completed NCZ in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:49.750333] [INFO ] [sig       ] [1223/1812] Forecasting NGL...
[2025-10-14T23:58:49.750364] [INFO ] [sig       ] Generating forecast for: NGL
[2025-10-14T23:58:49.750394] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NGL' from 'https://tdm.silogroup.org/data/derivative_storage/NGL.csv'.
[2025-10-14T23:58:49.758736] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NGL'.
[2025-10-14T23:58:49.758977] [INFO ] [FORECASTER] Starting predict_future for NGL
[2025-10-14T23:58:49.783034] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:49.783719] [DEBUG] [LOCAL     ] No optimal features file found for NGL: ./output/feature-sets/NGL.txt
[2025-10-14T23:58:49.783774] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:49.783806] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:49.783834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:49.783936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:49.800678] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:49.801196] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:49.801271] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:49.801304] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:49.836001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:49.836072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:49.836106] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:49.836134] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:49.839050] [DEBUG] [FORECASTER] NGL: Forecast T+1@11:T+2@11: UP (p=76.27%)
[2025-10-14T23:58:49.839290] [INFO ] [FORECASTER] Completed predict_future for NGL
[2025-10-14T23:58:49.839427] [INFO ] [sig       ] NGL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:49.976437] [INFO ] [LOCAL     ] Saved forecast: NGL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NGL.txt
[2025-10-14T23:58:49.976695] [INFO ] [sig       ] [1223/1812] Completed NGL in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:49.976755] [INFO ] [sig       ] [1224/1812] Forecasting NGS...
[2025-10-14T23:58:49.976788] [INFO ] [sig       ] Generating forecast for: NGS
[2025-10-14T23:58:49.976820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NGS' from 'https://tdm.silogroup.org/data/derivative_storage/NGS.csv'.
[2025-10-14T23:58:49.985295] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NGS'.
[2025-10-14T23:58:49.985534] [INFO ] [FORECASTER] Starting predict_future for NGS
[2025-10-14T23:58:50.009568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:50.010247] [DEBUG] [LOCAL     ] No optimal features file found for NGS: ./output/feature-sets/NGS.txt
[2025-10-14T23:58:50.010300] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:50.010332] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:50.010359] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:50.010415] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:50.027488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:50.028037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:50.028130] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:50.028172] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:50.064225] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:50.064298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:50.064332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:50.064360] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:50.067252] [DEBUG] [FORECASTER] NGS: Forecast T+1@11:T+2@11: UP (p=69.39%)
[2025-10-14T23:58:50.067489] [INFO ] [FORECASTER] Completed predict_future for NGS
[2025-10-14T23:58:50.067621] [INFO ] [sig       ] NGS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:50.204381] [INFO ] [LOCAL     ] Saved forecast: NGS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NGS.txt
[2025-10-14T23:58:50.204573] [INFO ] [sig       ] [1224/1812] Completed NGS in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:50.204613] [INFO ] [sig       ] [1225/1812] Forecasting NIE...
[2025-10-14T23:58:50.204678] [INFO ] [sig       ] Generating forecast for: NIE
[2025-10-14T23:58:50.204731] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIE' from 'https://tdm.silogroup.org/data/derivative_storage/NIE.csv'.
[2025-10-14T23:58:50.212998] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIE'.
[2025-10-14T23:58:50.213231] [INFO ] [FORECASTER] Starting predict_future for NIE
[2025-10-14T23:58:50.237552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:50.238303] [DEBUG] [LOCAL     ] No optimal features file found for NIE: ./output/feature-sets/NIE.txt
[2025-10-14T23:58:50.238355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:50.238390] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:50.238417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:50.238474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:50.255342] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:50.255914] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:50.255993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:50.256026] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:50.290431] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:50.290508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:50.290542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:50.290570] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:50.293535] [DEBUG] [FORECASTER] NIE: Forecast T+1@11:T+2@11: UP (p=98.27%)
[2025-10-14T23:58:50.293816] [INFO ] [FORECASTER] Completed predict_future for NIE
[2025-10-14T23:58:50.293954] [INFO ] [sig       ] NIE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:50.429804] [INFO ] [LOCAL     ] Saved forecast: NIE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NIE.txt
[2025-10-14T23:58:50.430007] [INFO ] [sig       ] [1225/1812] Completed NIE in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:50.430048] [INFO ] [sig       ] [1226/1812] Forecasting NIM...
[2025-10-14T23:58:50.430080] [INFO ] [sig       ] Generating forecast for: NIM
[2025-10-14T23:58:50.430117] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIM' from 'https://tdm.silogroup.org/data/derivative_storage/NIM.csv'.
[2025-10-14T23:58:50.438011] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIM'.
[2025-10-14T23:58:50.438282] [INFO ] [FORECASTER] Starting predict_future for NIM
[2025-10-14T23:58:50.462363] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:50.463043] [DEBUG] [LOCAL     ] No optimal features file found for NIM: ./output/feature-sets/NIM.txt
[2025-10-14T23:58:50.463095] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:50.463127] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:50.463154] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:50.463210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:50.480196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:50.480771] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:50.480847] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:50.480880] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:50.514032] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:50.514105] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:50.514510] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:50.514542] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:50.518475] [DEBUG] [FORECASTER] NIM: Forecast T+1@11:T+2@11: UP (p=56.87%)
[2025-10-14T23:58:50.518767] [INFO ] [FORECASTER] Completed predict_future for NIM
[2025-10-14T23:58:50.518900] [INFO ] [sig       ] NIM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:50.658851] [INFO ] [LOCAL     ] Saved forecast: NIM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NIM.txt
[2025-10-14T23:58:50.659047] [INFO ] [sig       ] [1226/1812] Completed NIM in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:50.659089] [INFO ] [sig       ] [1227/1812] Forecasting NINE...
[2025-10-14T23:58:50.659119] [INFO ] [sig       ] Generating forecast for: NINE
[2025-10-14T23:58:50.659149] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NINE' from 'https://tdm.silogroup.org/data/derivative_storage/NINE.csv'.
[2025-10-14T23:58:50.667873] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NINE'.
[2025-10-14T23:58:50.668146] [INFO ] [FORECASTER] Starting predict_future for NINE
[2025-10-14T23:58:50.692743] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:50.693412] [DEBUG] [LOCAL     ] No optimal features file found for NINE: ./output/feature-sets/NINE.txt
[2025-10-14T23:58:50.693465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:50.693497] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:50.693524] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:50.693579] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:50.710269] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:50.710811] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:50.710891] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:50.710923] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:50.746758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:50.746834] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:50.746868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:50.746896] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:50.749918] [DEBUG] [FORECASTER] NINE: Forecast T+1@11:T+2@11: UP (p=91.62%)
[2025-10-14T23:58:50.750185] [INFO ] [FORECASTER] Completed predict_future for NINE
[2025-10-14T23:58:50.750315] [INFO ] [sig       ] NINE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:50.885894] [INFO ] [LOCAL     ] Saved forecast: NINE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NINE.txt
[2025-10-14T23:58:50.886078] [INFO ] [sig       ] [1227/1812] Completed NINE in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:50.886119] [INFO ] [sig       ] [1228/1812] Forecasting NIO...
[2025-10-14T23:58:50.886149] [INFO ] [sig       ] Generating forecast for: NIO
[2025-10-14T23:58:50.886179] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIO' from 'https://tdm.silogroup.org/data/derivative_storage/NIO.csv'.
[2025-10-14T23:58:50.895189] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIO'.
[2025-10-14T23:58:50.895434] [INFO ] [FORECASTER] Starting predict_future for NIO
[2025-10-14T23:58:50.919415] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:50.920096] [DEBUG] [LOCAL     ] No optimal features file found for NIO: ./output/feature-sets/NIO.txt
[2025-10-14T23:58:50.920150] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:50.920183] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:50.920211] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:50.920267] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:50.936993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:50.937503] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:50.937591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:50.937625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:50.974012] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:50.974088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:50.974123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:50.974151] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:50.977079] [DEBUG] [FORECASTER] NIO: Forecast T+1@11:T+2@11: UP (p=93.93%)
[2025-10-14T23:58:50.977316] [INFO ] [FORECASTER] Completed predict_future for NIO
[2025-10-14T23:58:50.977442] [INFO ] [sig       ] NIO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:51.113146] [INFO ] [LOCAL     ] Saved forecast: NIO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NIO.txt
[2025-10-14T23:58:51.113341] [INFO ] [sig       ] [1228/1812] Completed NIO in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:51.113381] [INFO ] [sig       ] [1229/1812] Forecasting NKX...
[2025-10-14T23:58:51.113411] [INFO ] [sig       ] Generating forecast for: NKX
[2025-10-14T23:58:51.113440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NKX' from 'https://tdm.silogroup.org/data/derivative_storage/NKX.csv'.
[2025-10-14T23:58:51.121567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NKX'.
[2025-10-14T23:58:51.121822] [INFO ] [FORECASTER] Starting predict_future for NKX
[2025-10-14T23:58:51.145817] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:51.146459] [DEBUG] [LOCAL     ] No optimal features file found for NKX: ./output/feature-sets/NKX.txt
[2025-10-14T23:58:51.146511] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:51.146543] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:51.146572] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:51.146629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:51.163870] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:51.164384] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:51.164457] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:51.164491] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:51.199476] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:51.199549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:51.199583] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:51.199611] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:51.202554] [DEBUG] [FORECASTER] NKX: Forecast T+1@11:T+2@11: DOWN (p=10.28%)
[2025-10-14T23:58:51.202826] [INFO ] [FORECASTER] Completed predict_future for NKX
[2025-10-14T23:58:51.202996] [INFO ] [sig       ] NKX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:51.340045] [INFO ] [LOCAL     ] Saved forecast: NKX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NKX.txt
[2025-10-14T23:58:51.340282] [INFO ] [sig       ] [1229/1812] Completed NKX in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:51.340328] [INFO ] [sig       ] [1230/1812] Forecasting NMAI...
[2025-10-14T23:58:51.340359] [INFO ] [sig       ] Generating forecast for: NMAI
[2025-10-14T23:58:51.340389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMAI' from 'https://tdm.silogroup.org/data/derivative_storage/NMAI.csv'.
[2025-10-14T23:58:51.348579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMAI'.
[2025-10-14T23:58:51.348836] [INFO ] [FORECASTER] Starting predict_future for NMAI
[2025-10-14T23:58:51.373010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:51.373672] [DEBUG] [LOCAL     ] No optimal features file found for NMAI: ./output/feature-sets/NMAI.txt
[2025-10-14T23:58:51.373743] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:51.373778] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:51.373806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:51.373862] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:51.390871] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:51.391377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:51.391451] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:51.391484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:51.423894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:51.423966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:51.424000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:51.424028] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:51.426923] [DEBUG] [FORECASTER] NMAI: Forecast T+1@11:T+2@11: DOWN (p=41.85%)
[2025-10-14T23:58:51.427159] [INFO ] [FORECASTER] Completed predict_future for NMAI
[2025-10-14T23:58:51.427290] [INFO ] [sig       ] NMAI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:51.564301] [INFO ] [LOCAL     ] Saved forecast: NMAI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NMAI.txt
[2025-10-14T23:58:51.564507] [INFO ] [sig       ] [1230/1812] Completed NMAI in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:51.564547] [INFO ] [sig       ] [1231/1812] Forecasting NMG...
[2025-10-14T23:58:51.564578] [INFO ] [sig       ] Generating forecast for: NMG
[2025-10-14T23:58:51.564609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMG' from 'https://tdm.silogroup.org/data/derivative_storage/NMG.csv'.
[2025-10-14T23:58:51.572757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMG'.
[2025-10-14T23:58:51.573007] [INFO ] [FORECASTER] Starting predict_future for NMG
[2025-10-14T23:58:51.597250] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:51.597932] [DEBUG] [LOCAL     ] No optimal features file found for NMG: ./output/feature-sets/NMG.txt
[2025-10-14T23:58:51.597984] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:51.598016] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:51.598043] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:51.598119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:51.614734] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:51.615239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:51.615312] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:51.615345] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:51.649920] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:51.649996] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:51.650030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:51.650058] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:51.652961] [DEBUG] [FORECASTER] NMG: Forecast T+1@11:T+2@11: DOWN (p=33.77%)
[2025-10-14T23:58:51.653204] [INFO ] [FORECASTER] Completed predict_future for NMG
[2025-10-14T23:58:51.653328] [INFO ] [sig       ] NMG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:51.789764] [INFO ] [LOCAL     ] Saved forecast: NMG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NMG.txt
[2025-10-14T23:58:51.789946] [INFO ] [sig       ] [1231/1812] Completed NMG in 0.2s | 4.23 sym/s | Total: 4.8m | ETA: 2.3m
[2025-10-14T23:58:51.789987] [INFO ] [sig       ] [1232/1812] Forecasting NMI...
[2025-10-14T23:58:51.790024] [INFO ] [sig       ] Generating forecast for: NMI
[2025-10-14T23:58:51.790056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMI' from 'https://tdm.silogroup.org/data/derivative_storage/NMI.csv'.
[2025-10-14T23:58:51.797981] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NMI'.
[2025-10-14T23:58:51.798237] [INFO ] [FORECASTER] Starting predict_future for NMI
[2025-10-14T23:58:51.823249] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:51.823932] [DEBUG] [LOCAL     ] No optimal features file found for NMI: ./output/feature-sets/NMI.txt
[2025-10-14T23:58:51.823985] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:51.824017] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:51.824045] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:51.824100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:51.841379] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:51.841924] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:51.842000] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:51.842041] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:51.880173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:51.880247] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:51.880281] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:51.880309] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:51.883252] [DEBUG] [FORECASTER] NMI: Forecast T+1@11:T+2@11: UP (p=72.05%)
[2025-10-14T23:58:51.883494] [INFO ] [FORECASTER] Completed predict_future for NMI
[2025-10-14T23:58:51.883620] [INFO ] [sig       ] NMI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:52.019288] [INFO ] [LOCAL     ] Saved forecast: NMI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NMI.txt
[2025-10-14T23:58:52.019481] [INFO ] [sig       ] [1232/1812] Completed NMI in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:52.019523] [INFO ] [sig       ] [1233/1812] Forecasting NMR...
[2025-10-14T23:58:52.019553] [INFO ] [sig       ] Generating forecast for: NMR
[2025-10-14T23:58:52.019584] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMR' from 'https://tdm.silogroup.org/data/derivative_storage/NMR.csv'.
[2025-10-14T23:58:52.027737] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMR'.
[2025-10-14T23:58:52.028008] [INFO ] [FORECASTER] Starting predict_future for NMR
[2025-10-14T23:58:52.052030] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:52.052735] [DEBUG] [LOCAL     ] No optimal features file found for NMR: ./output/feature-sets/NMR.txt
[2025-10-14T23:58:52.052789] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:52.052821] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:52.052847] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:52.052903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:52.069584] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:52.070131] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:52.070224] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:52.070264] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:52.105078] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:52.105148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:52.105182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:52.105211] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:52.111717] [DEBUG] [FORECASTER] NMR: Forecast T+1@11:T+2@11: DOWN (p=33.22%)
[2025-10-14T23:58:52.112143] [INFO ] [FORECASTER] Completed predict_future for NMR
[2025-10-14T23:58:52.112306] [INFO ] [sig       ] NMR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:52.248326] [INFO ] [LOCAL     ] Saved forecast: NMR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NMR.txt
[2025-10-14T23:58:52.248522] [INFO ] [sig       ] [1233/1812] Completed NMR in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:52.248562] [INFO ] [sig       ] [1234/1812] Forecasting NMS...
[2025-10-14T23:58:52.248593] [INFO ] [sig       ] Generating forecast for: NMS
[2025-10-14T23:58:52.248624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMS' from 'https://tdm.silogroup.org/data/derivative_storage/NMS.csv'.
[2025-10-14T23:58:52.257218] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMS'.
[2025-10-14T23:58:52.257461] [INFO ] [FORECASTER] Starting predict_future for NMS
[2025-10-14T23:58:52.281687] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:52.282336] [DEBUG] [LOCAL     ] No optimal features file found for NMS: ./output/feature-sets/NMS.txt
[2025-10-14T23:58:52.282388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:52.282421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:52.282448] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:52.282503] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:52.299147] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:52.299736] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:52.299814] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:52.299847] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:52.332747] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:52.332822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:52.332856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:52.332885] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:52.335773] [DEBUG] [FORECASTER] NMS: Forecast T+1@11:T+2@11: DOWN (p=8.23%)
[2025-10-14T23:58:52.336016] [INFO ] [FORECASTER] Completed predict_future for NMS
[2025-10-14T23:58:52.336140] [INFO ] [sig       ] NMS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:52.471901] [INFO ] [LOCAL     ] Saved forecast: NMS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NMS.txt
[2025-10-14T23:58:52.472135] [INFO ] [sig       ] [1234/1812] Completed NMS in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:52.472177] [INFO ] [sig       ] [1235/1812] Forecasting NMT...
[2025-10-14T23:58:52.472208] [INFO ] [sig       ] Generating forecast for: NMT
[2025-10-14T23:58:52.472261] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMT' from 'https://tdm.silogroup.org/data/derivative_storage/NMT.csv'.
[2025-10-14T23:58:52.480320] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NMT'.
[2025-10-14T23:58:52.480557] [INFO ] [FORECASTER] Starting predict_future for NMT
[2025-10-14T23:58:52.505023] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:52.505806] [DEBUG] [LOCAL     ] No optimal features file found for NMT: ./output/feature-sets/NMT.txt
[2025-10-14T23:58:52.505860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:52.505894] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:52.505921] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:52.505977] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:52.522831] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:52.523349] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:52.523445] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:52.523479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:52.556178] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:52.556254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:52.556289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:52.556317] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:52.559236] [DEBUG] [FORECASTER] NMT: Forecast T+1@11:T+2@11: UP (p=70.02%)
[2025-10-14T23:58:52.559477] [INFO ] [FORECASTER] Completed predict_future for NMT
[2025-10-14T23:58:52.559607] [INFO ] [sig       ] NMT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:52.695525] [INFO ] [LOCAL     ] Saved forecast: NMT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NMT.txt
[2025-10-14T23:58:52.695730] [INFO ] [sig       ] [1235/1812] Completed NMT in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:52.695789] [INFO ] [sig       ] [1236/1812] Forecasting NNI...
[2025-10-14T23:58:52.695822] [INFO ] [sig       ] Generating forecast for: NNI
[2025-10-14T23:58:52.695852] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NNI' from 'https://tdm.silogroup.org/data/derivative_storage/NNI.csv'.
[2025-10-14T23:58:52.703662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NNI'.
[2025-10-14T23:58:52.703905] [INFO ] [FORECASTER] Starting predict_future for NNI
[2025-10-14T23:58:52.727992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:52.728698] [DEBUG] [LOCAL     ] No optimal features file found for NNI: ./output/feature-sets/NNI.txt
[2025-10-14T23:58:52.728753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:52.728786] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:52.728861] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:52.728927] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:52.745532] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:52.746070] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:52.746146] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:52.746179] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:52.778787] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:52.778859] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:52.778893] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:52.778921] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:52.781825] [DEBUG] [FORECASTER] NNI: Forecast T+1@11:T+2@11: DOWN (p=19.00%)
[2025-10-14T23:58:52.782061] [INFO ] [FORECASTER] Completed predict_future for NNI
[2025-10-14T23:58:52.782194] [INFO ] [sig       ] NNI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:52.919188] [INFO ] [LOCAL     ] Saved forecast: NNI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NNI.txt
[2025-10-14T23:58:52.919367] [INFO ] [sig       ] [1236/1812] Completed NNI in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:52.919407] [INFO ] [sig       ] [1237/1812] Forecasting NNY...
[2025-10-14T23:58:52.919439] [INFO ] [sig       ] Generating forecast for: NNY
[2025-10-14T23:58:52.919470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NNY' from 'https://tdm.silogroup.org/data/derivative_storage/NNY.csv'.
[2025-10-14T23:58:52.927166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NNY'.
[2025-10-14T23:58:52.927401] [INFO ] [FORECASTER] Starting predict_future for NNY
[2025-10-14T23:58:52.951579] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:52.952260] [DEBUG] [LOCAL     ] No optimal features file found for NNY: ./output/feature-sets/NNY.txt
[2025-10-14T23:58:52.952325] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:52.952358] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:52.952386] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:52.952441] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:52.969339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:52.969913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:52.969990] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:52.970023] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:53.003015] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:53.003095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:53.003130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:53.003158] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:53.006090] [DEBUG] [FORECASTER] NNY: Forecast T+1@11:T+2@11: UP (p=90.50%)
[2025-10-14T23:58:53.006335] [INFO ] [FORECASTER] Completed predict_future for NNY
[2025-10-14T23:58:53.006467] [INFO ] [sig       ] NNY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:53.142254] [INFO ] [LOCAL     ] Saved forecast: NNY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NNY.txt
[2025-10-14T23:58:53.142423] [INFO ] [sig       ] [1237/1812] Completed NNY in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:53.142464] [INFO ] [sig       ] [1238/1812] Forecasting NOK...
[2025-10-14T23:58:53.142495] [INFO ] [sig       ] Generating forecast for: NOK
[2025-10-14T23:58:53.142525] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NOK' from 'https://tdm.silogroup.org/data/derivative_storage/NOK.csv'.
[2025-10-14T23:58:53.150778] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NOK'.
[2025-10-14T23:58:53.151017] [INFO ] [FORECASTER] Starting predict_future for NOK
[2025-10-14T23:58:53.175125] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:53.175821] [DEBUG] [LOCAL     ] No optimal features file found for NOK: ./output/feature-sets/NOK.txt
[2025-10-14T23:58:53.175875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:53.175907] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:53.175934] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:53.175989] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:53.192712] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:53.193253] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:53.193338] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:53.193371] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:53.227809] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:53.227878] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:53.227912] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:53.227939] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:53.230883] [DEBUG] [FORECASTER] NOK: Forecast T+1@11:T+2@11: DOWN (p=40.57%)
[2025-10-14T23:58:53.231122] [INFO ] [FORECASTER] Completed predict_future for NOK
[2025-10-14T23:58:53.231251] [INFO ] [sig       ] NOK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:53.367083] [INFO ] [LOCAL     ] Saved forecast: NOK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NOK.txt
[2025-10-14T23:58:53.367269] [INFO ] [sig       ] [1238/1812] Completed NOK in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:53.367310] [INFO ] [sig       ] [1239/1812] Forecasting NOTE...
[2025-10-14T23:58:53.367342] [INFO ] [sig       ] Generating forecast for: NOTE
[2025-10-14T23:58:53.367382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NOTE' from 'https://tdm.silogroup.org/data/derivative_storage/NOTE.csv'.
[2025-10-14T23:58:53.375212] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NOTE'.
[2025-10-14T23:58:53.375443] [INFO ] [FORECASTER] Starting predict_future for NOTE
[2025-10-14T23:58:53.399614] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:53.400328] [DEBUG] [LOCAL     ] No optimal features file found for NOTE: ./output/feature-sets/NOTE.txt
[2025-10-14T23:58:53.400381] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:53.400413] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:53.400442] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:53.400498] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:53.417418] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:53.417974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:53.418051] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:53.418140] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:53.453283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:53.453390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:53.453427] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:53.453455] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:53.458387] [DEBUG] [FORECASTER] NOTE: Forecast T+1@11:T+2@11: DOWN (p=2.38%)
[2025-10-14T23:58:53.458630] [INFO ] [FORECASTER] Completed predict_future for NOTE
[2025-10-14T23:58:53.458792] [INFO ] [sig       ] NOTE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:53.595822] [INFO ] [LOCAL     ] Saved forecast: NOTE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NOTE.txt
[2025-10-14T23:58:53.596023] [INFO ] [sig       ] [1239/1812] Completed NOTE in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:53.596064] [INFO ] [sig       ] [1240/1812] Forecasting NPFD...
[2025-10-14T23:58:53.596095] [INFO ] [sig       ] Generating forecast for: NPFD
[2025-10-14T23:58:53.596125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPFD' from 'https://tdm.silogroup.org/data/derivative_storage/NPFD.csv'.
[2025-10-14T23:58:53.604189] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NPFD'.
[2025-10-14T23:58:53.604443] [INFO ] [FORECASTER] Starting predict_future for NPFD
[2025-10-14T23:58:53.628688] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:53.629341] [DEBUG] [LOCAL     ] No optimal features file found for NPFD: ./output/feature-sets/NPFD.txt
[2025-10-14T23:58:53.629393] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:53.629425] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:53.629452] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:53.629507] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:53.646513] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:53.647071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:53.647147] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:53.647179] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:53.686092] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:53.686223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:53.686271] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:53.686302] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:53.689608] [DEBUG] [FORECASTER] NPFD: Forecast T+1@11:T+2@11: UP (p=90.06%)
[2025-10-14T23:58:53.689917] [INFO ] [FORECASTER] Completed predict_future for NPFD
[2025-10-14T23:58:53.690048] [INFO ] [sig       ] NPFD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:53.827015] [INFO ] [LOCAL     ] Saved forecast: NPFD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NPFD.txt
[2025-10-14T23:58:53.827214] [INFO ] [sig       ] [1240/1812] Completed NPFD in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-14T23:58:53.827255] [INFO ] [sig       ] [1241/1812] Forecasting NPK...
[2025-10-14T23:58:53.827286] [INFO ] [sig       ] Generating forecast for: NPK
[2025-10-14T23:58:53.827317] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPK' from 'https://tdm.silogroup.org/data/derivative_storage/NPK.csv'.
[2025-10-14T23:58:53.835662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NPK'.
[2025-10-14T23:58:53.835905] [INFO ] [FORECASTER] Starting predict_future for NPK
[2025-10-14T23:58:53.860119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:53.860813] [DEBUG] [LOCAL     ] No optimal features file found for NPK: ./output/feature-sets/NPK.txt
[2025-10-14T23:58:53.860866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:53.860898] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:53.860926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:53.860982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:53.877857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:53.878410] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:53.878489] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:53.878522] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:53.913883] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:53.913970] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:53.914006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:53.914036] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:53.917086] [DEBUG] [FORECASTER] NPK: Forecast T+1@11:T+2@11: UP (p=57.85%)
[2025-10-14T23:58:53.917333] [INFO ] [FORECASTER] Completed predict_future for NPK
[2025-10-14T23:58:53.917461] [INFO ] [sig       ] NPK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:54.053773] [INFO ] [LOCAL     ] Saved forecast: NPK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NPK.txt
[2025-10-14T23:58:54.053973] [INFO ] [sig       ] [1241/1812] Completed NPK in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:54.054014] [INFO ] [sig       ] [1242/1812] Forecasting NPV...
[2025-10-14T23:58:54.054045] [INFO ] [sig       ] Generating forecast for: NPV
[2025-10-14T23:58:54.054075] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPV' from 'https://tdm.silogroup.org/data/derivative_storage/NPV.csv'.
[2025-10-14T23:58:54.062366] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NPV'.
[2025-10-14T23:58:54.062604] [INFO ] [FORECASTER] Starting predict_future for NPV
[2025-10-14T23:58:54.086794] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:54.087460] [DEBUG] [LOCAL     ] No optimal features file found for NPV: ./output/feature-sets/NPV.txt
[2025-10-14T23:58:54.087512] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:54.087544] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:54.087572] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:54.087628] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:54.104304] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:54.104847] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:54.104924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:54.104971] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:54.144532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:54.144615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:54.144680] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:54.144730] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:54.147719] [DEBUG] [FORECASTER] NPV: Forecast T+1@11:T+2@11: UP (p=91.33%)
[2025-10-14T23:58:54.147964] [INFO ] [FORECASTER] Completed predict_future for NPV
[2025-10-14T23:58:54.148125] [INFO ] [sig       ] NPV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:54.284740] [INFO ] [LOCAL     ] Saved forecast: NPV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NPV.txt
[2025-10-14T23:58:54.284998] [INFO ] [sig       ] [1242/1812] Completed NPV in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:54.285039] [INFO ] [sig       ] [1243/1812] Forecasting NQP...
[2025-10-14T23:58:54.285070] [INFO ] [sig       ] Generating forecast for: NQP
[2025-10-14T23:58:54.285100] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NQP' from 'https://tdm.silogroup.org/data/derivative_storage/NQP.csv'.
[2025-10-14T23:58:54.294130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NQP'.
[2025-10-14T23:58:54.294389] [INFO ] [FORECASTER] Starting predict_future for NQP
[2025-10-14T23:58:54.319054] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:54.319732] [DEBUG] [LOCAL     ] No optimal features file found for NQP: ./output/feature-sets/NQP.txt
[2025-10-14T23:58:54.319788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:54.319821] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:54.319849] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:54.319905] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:54.336914] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:54.337450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:54.337526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:54.337559] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:54.370743] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:54.370823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:54.370858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:54.370886] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:54.373825] [DEBUG] [FORECASTER] NQP: Forecast T+1@11:T+2@11: DOWN (p=38.82%)
[2025-10-14T23:58:54.374068] [INFO ] [FORECASTER] Completed predict_future for NQP
[2025-10-14T23:58:54.374193] [INFO ] [sig       ] NQP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:54.510819] [INFO ] [LOCAL     ] Saved forecast: NQP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NQP.txt
[2025-10-14T23:58:54.511012] [INFO ] [sig       ] [1243/1812] Completed NQP in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:54.511054] [INFO ] [sig       ] [1244/1812] Forecasting NRDY...
[2025-10-14T23:58:54.511085] [INFO ] [sig       ] Generating forecast for: NRDY
[2025-10-14T23:58:54.511116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRDY' from 'https://tdm.silogroup.org/data/derivative_storage/NRDY.csv'.
[2025-10-14T23:58:54.519813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRDY'.
[2025-10-14T23:58:54.520064] [INFO ] [FORECASTER] Starting predict_future for NRDY
[2025-10-14T23:58:54.544140] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:54.544852] [DEBUG] [LOCAL     ] No optimal features file found for NRDY: ./output/feature-sets/NRDY.txt
[2025-10-14T23:58:54.544949] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:54.545000] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:54.545032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:54.545089] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:54.561998] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:54.562520] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:54.562596] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:54.562630] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:54.602860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:54.602937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:54.602971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:54.603000] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:54.605997] [DEBUG] [FORECASTER] NRDY: Forecast T+1@11:T+2@11: DOWN (p=8.61%)
[2025-10-14T23:58:54.606238] [INFO ] [FORECASTER] Completed predict_future for NRDY
[2025-10-14T23:58:54.606370] [INFO ] [sig       ] NRDY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:54.743173] [INFO ] [LOCAL     ] Saved forecast: NRDY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NRDY.txt
[2025-10-14T23:58:54.743367] [INFO ] [sig       ] [1244/1812] Completed NRDY in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:54.743407] [INFO ] [sig       ] [1245/1812] Forecasting NREF...
[2025-10-14T23:58:54.743438] [INFO ] [sig       ] Generating forecast for: NREF
[2025-10-14T23:58:54.743468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NREF' from 'https://tdm.silogroup.org/data/derivative_storage/NREF.csv'.
[2025-10-14T23:58:54.751885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NREF'.
[2025-10-14T23:58:54.752133] [INFO ] [FORECASTER] Starting predict_future for NREF
[2025-10-14T23:58:54.776233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:54.776929] [DEBUG] [LOCAL     ] No optimal features file found for NREF: ./output/feature-sets/NREF.txt
[2025-10-14T23:58:54.776983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:54.777016] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:54.777043] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:54.777100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:54.793877] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:54.794381] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:54.794457] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:54.794490] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:54.835152] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:54.835223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:54.835258] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:54.835286] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:54.838236] [DEBUG] [FORECASTER] NREF: Forecast T+1@11:T+2@11: DOWN (p=1.62%)
[2025-10-14T23:58:54.838475] [INFO ] [FORECASTER] Completed predict_future for NREF
[2025-10-14T23:58:54.838612] [INFO ] [sig       ] NREF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:54.975632] [INFO ] [LOCAL     ] Saved forecast: NREF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NREF.txt
[2025-10-14T23:58:54.975854] [INFO ] [sig       ] [1245/1812] Completed NREF in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:54.975906] [INFO ] [sig       ] [1246/1812] Forecasting NRGV...
[2025-10-14T23:58:54.975936] [INFO ] [sig       ] Generating forecast for: NRGV
[2025-10-14T23:58:54.975976] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRGV' from 'https://tdm.silogroup.org/data/derivative_storage/NRGV.csv'.
[2025-10-14T23:58:54.984981] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRGV'.
[2025-10-14T23:58:54.985328] [INFO ] [FORECASTER] Starting predict_future for NRGV
[2025-10-14T23:58:55.009732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:55.010376] [DEBUG] [LOCAL     ] No optimal features file found for NRGV: ./output/feature-sets/NRGV.txt
[2025-10-14T23:58:55.010428] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:55.010460] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:55.010487] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:55.010543] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:55.027277] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:55.027860] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:55.027940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:55.027972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:55.070515] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:55.070616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:55.070682] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:55.070730] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:55.073859] [DEBUG] [FORECASTER] NRGV: Forecast T+1@11:T+2@11: UP (p=98.60%)
[2025-10-14T23:58:55.074107] [INFO ] [FORECASTER] Completed predict_future for NRGV
[2025-10-14T23:58:55.074240] [INFO ] [sig       ] NRGV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:55.221117] [INFO ] [LOCAL     ] Saved forecast: NRGV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NRGV.txt
[2025-10-14T23:58:55.221369] [INFO ] [sig       ] [1246/1812] Completed NRGV in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:55.221435] [INFO ] [sig       ] [1247/1812] Forecasting NRP...
[2025-10-14T23:58:55.221492] [INFO ] [sig       ] Generating forecast for: NRP
[2025-10-14T23:58:55.221525] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRP' from 'https://tdm.silogroup.org/data/derivative_storage/NRP.csv'.
[2025-10-14T23:58:55.230406] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NRP'.
[2025-10-14T23:58:55.230743] [INFO ] [FORECASTER] Starting predict_future for NRP
[2025-10-14T23:58:55.255230] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:55.255930] [DEBUG] [LOCAL     ] No optimal features file found for NRP: ./output/feature-sets/NRP.txt
[2025-10-14T23:58:55.255983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:55.256019] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:55.256048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:55.256105] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:55.273433] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:55.274106] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:55.274182] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:55.274216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:55.316381] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:55.316491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:55.316527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:55.316556] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:55.320022] [DEBUG] [FORECASTER] NRP: Forecast T+1@11:T+2@11: UP (p=79.66%)
[2025-10-14T23:58:55.320301] [INFO ] [FORECASTER] Completed predict_future for NRP
[2025-10-14T23:58:55.320439] [INFO ] [sig       ] NRP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:55.458709] [INFO ] [LOCAL     ] Saved forecast: NRP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NRP.txt
[2025-10-14T23:58:55.458939] [INFO ] [sig       ] [1247/1812] Completed NRP in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:55.458998] [INFO ] [sig       ] [1248/1812] Forecasting NRT...
[2025-10-14T23:58:55.459033] [INFO ] [sig       ] Generating forecast for: NRT
[2025-10-14T23:58:55.459064] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRT' from 'https://tdm.silogroup.org/data/derivative_storage/NRT.csv'.
[2025-10-14T23:58:55.468152] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRT'.
[2025-10-14T23:58:55.468408] [INFO ] [FORECASTER] Starting predict_future for NRT
[2025-10-14T23:58:55.492951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:55.493616] [DEBUG] [LOCAL     ] No optimal features file found for NRT: ./output/feature-sets/NRT.txt
[2025-10-14T23:58:55.493692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:55.493736] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:55.493766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:55.493822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:55.510956] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:55.511472] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:55.511547] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:55.511580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:55.551032] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:55.551144] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:55.551180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:55.551209] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:55.554424] [DEBUG] [FORECASTER] NRT: Forecast T+1@11:T+2@11: DOWN (p=40.25%)
[2025-10-14T23:58:55.554721] [INFO ] [FORECASTER] Completed predict_future for NRT
[2025-10-14T23:58:55.554862] [INFO ] [sig       ] NRT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:55.693385] [INFO ] [LOCAL     ] Saved forecast: NRT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NRT.txt
[2025-10-14T23:58:55.693587] [INFO ] [sig       ] [1248/1812] Completed NRT in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:55.693628] [INFO ] [sig       ] [1249/1812] Forecasting NUV...
[2025-10-14T23:58:55.693695] [INFO ] [sig       ] Generating forecast for: NUV
[2025-10-14T23:58:55.693739] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUV' from 'https://tdm.silogroup.org/data/derivative_storage/NUV.csv'.
[2025-10-14T23:58:55.702571] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUV'.
[2025-10-14T23:58:55.702858] [INFO ] [FORECASTER] Starting predict_future for NUV
[2025-10-14T23:58:55.726934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:55.727576] [DEBUG] [LOCAL     ] No optimal features file found for NUV: ./output/feature-sets/NUV.txt
[2025-10-14T23:58:55.727628] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:55.727725] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:55.727761] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:55.727819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:55.745677] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:55.746495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:55.746578] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:55.746675] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:55.787195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:55.787273] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:55.787309] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:55.787337] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:55.790377] [DEBUG] [FORECASTER] NUV: Forecast T+1@11:T+2@11: UP (p=96.11%)
[2025-10-14T23:58:55.790623] [INFO ] [FORECASTER] Completed predict_future for NUV
[2025-10-14T23:58:55.790784] [INFO ] [sig       ] NUV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:55.926625] [INFO ] [LOCAL     ] Saved forecast: NUV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NUV.txt
[2025-10-14T23:58:55.926881] [INFO ] [sig       ] [1249/1812] Completed NUV in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:55.926927] [INFO ] [sig       ] [1250/1812] Forecasting NUVB...
[2025-10-14T23:58:55.926958] [INFO ] [sig       ] Generating forecast for: NUVB
[2025-10-14T23:58:55.926988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUVB' from 'https://tdm.silogroup.org/data/derivative_storage/NUVB.csv'.
[2025-10-14T23:58:55.936388] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUVB'.
[2025-10-14T23:58:55.936629] [INFO ] [FORECASTER] Starting predict_future for NUVB
[2025-10-14T23:58:55.960960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:55.961603] [DEBUG] [LOCAL     ] No optimal features file found for NUVB: ./output/feature-sets/NUVB.txt
[2025-10-14T23:58:55.961677] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:55.961726] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:55.961756] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:55.961812] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:55.978450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:55.979003] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:55.979081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:55.979113] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:56.020889] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:56.020993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:56.021030] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:56.021058] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:56.024129] [DEBUG] [FORECASTER] NUVB: Forecast T+1@11:T+2@11: DOWN (p=8.76%)
[2025-10-14T23:58:56.024376] [INFO ] [FORECASTER] Completed predict_future for NUVB
[2025-10-14T23:58:56.024504] [INFO ] [sig       ] NUVB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:56.160103] [INFO ] [LOCAL     ] Saved forecast: NUVB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NUVB.txt
[2025-10-14T23:58:56.160296] [INFO ] [sig       ] [1250/1812] Completed NUVB in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:56.160337] [INFO ] [sig       ] [1251/1812] Forecasting NUW...
[2025-10-14T23:58:56.160367] [INFO ] [sig       ] Generating forecast for: NUW
[2025-10-14T23:58:56.160397] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUW' from 'https://tdm.silogroup.org/data/derivative_storage/NUW.csv'.
[2025-10-14T23:58:56.169422] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUW'.
[2025-10-14T23:58:56.169701] [INFO ] [FORECASTER] Starting predict_future for NUW
[2025-10-14T23:58:56.193749] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:56.194410] [DEBUG] [LOCAL     ] No optimal features file found for NUW: ./output/feature-sets/NUW.txt
[2025-10-14T23:58:56.194476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:56.194510] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:56.194537] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:56.194592] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:56.211324] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:56.211874] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:56.211951] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:56.211984] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:56.245614] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:56.245716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:56.245759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:56.245788] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:56.248776] [DEBUG] [FORECASTER] NUW: Forecast T+1@11:T+2@11: DOWN (p=26.76%)
[2025-10-14T23:58:56.249020] [INFO ] [FORECASTER] Completed predict_future for NUW
[2025-10-14T23:58:56.249144] [INFO ] [sig       ] NUW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:56.385487] [INFO ] [LOCAL     ] Saved forecast: NUW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NUW.txt
[2025-10-14T23:58:56.385718] [INFO ] [sig       ] [1251/1812] Completed NUW in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:56.385779] [INFO ] [sig       ] [1252/1812] Forecasting NVR...
[2025-10-14T23:58:56.385812] [INFO ] [sig       ] Generating forecast for: NVR
[2025-10-14T23:58:56.385842] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NVR' from 'https://tdm.silogroup.org/data/derivative_storage/NVR.csv'.
[2025-10-14T23:58:56.394446] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NVR'.
[2025-10-14T23:58:56.394712] [INFO ] [FORECASTER] Starting predict_future for NVR
[2025-10-14T23:58:56.419037] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:56.419739] [DEBUG] [LOCAL     ] No optimal features file found for NVR: ./output/feature-sets/NVR.txt
[2025-10-14T23:58:56.419792] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:56.419825] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:56.419852] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:56.419909] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:56.436545] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:56.437090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:56.437167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:56.437199] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:56.472164] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:56.472244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:56.472279] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:56.472307] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:56.475245] [DEBUG] [FORECASTER] NVR: Forecast T+1@11:T+2@11: UP (p=86.46%)
[2025-10-14T23:58:56.475485] [INFO ] [FORECASTER] Completed predict_future for NVR
[2025-10-14T23:58:56.475609] [INFO ] [sig       ] NVR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:56.617217] [INFO ] [LOCAL     ] Saved forecast: NVR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NVR.txt
[2025-10-14T23:58:56.617451] [INFO ] [sig       ] [1252/1812] Completed NVR in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:56.617512] [INFO ] [sig       ] [1253/1812] Forecasting NXC...
[2025-10-14T23:58:56.617546] [INFO ] [sig       ] Generating forecast for: NXC
[2025-10-14T23:58:56.617577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXC' from 'https://tdm.silogroup.org/data/derivative_storage/NXC.csv'.
[2025-10-14T23:58:56.626052] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXC'.
[2025-10-14T23:58:56.626290] [INFO ] [FORECASTER] Starting predict_future for NXC
[2025-10-14T23:58:56.650922] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:56.651577] [DEBUG] [LOCAL     ] No optimal features file found for NXC: ./output/feature-sets/NXC.txt
[2025-10-14T23:58:56.651629] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:56.651698] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:56.651737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:56.651796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:56.668769] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:56.669331] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:56.669425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:56.669469] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:56.702065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:56.702135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:56.702169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:56.702197] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:56.705152] [DEBUG] [FORECASTER] NXC: Forecast T+1@11:T+2@11: UP (p=86.71%)
[2025-10-14T23:58:56.705392] [INFO ] [FORECASTER] Completed predict_future for NXC
[2025-10-14T23:58:56.705512] [INFO ] [sig       ] NXC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:56.842121] [INFO ] [LOCAL     ] Saved forecast: NXC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NXC.txt
[2025-10-14T23:58:56.842314] [INFO ] [sig       ] [1253/1812] Completed NXC in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:56.842354] [INFO ] [sig       ] [1254/1812] Forecasting NXDT...
[2025-10-14T23:58:56.842385] [INFO ] [sig       ] Generating forecast for: NXDT
[2025-10-14T23:58:56.842416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXDT' from 'https://tdm.silogroup.org/data/derivative_storage/NXDT.csv'.
[2025-10-14T23:58:56.850460] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NXDT'.
[2025-10-14T23:58:56.850748] [INFO ] [FORECASTER] Starting predict_future for NXDT
[2025-10-14T23:58:56.874939] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:56.875588] [DEBUG] [LOCAL     ] No optimal features file found for NXDT: ./output/feature-sets/NXDT.txt
[2025-10-14T23:58:56.875660] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:56.875716] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:56.875747] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:56.875804] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:56.892497] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:56.893043] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:56.893119] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:56.893151] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:56.925318] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:56.925387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:56.925422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:56.925450] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:56.928396] [DEBUG] [FORECASTER] NXDT: Forecast T+1@11:T+2@11: DOWN (p=18.09%)
[2025-10-14T23:58:56.928635] [INFO ] [FORECASTER] Completed predict_future for NXDT
[2025-10-14T23:58:56.928811] [INFO ] [sig       ] NXDT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:57.065343] [INFO ] [LOCAL     ] Saved forecast: NXDT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NXDT.txt
[2025-10-14T23:58:57.065546] [INFO ] [sig       ] [1254/1812] Completed NXDT in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:57.065586] [INFO ] [sig       ] [1255/1812] Forecasting NXE...
[2025-10-14T23:58:57.065617] [INFO ] [sig       ] Generating forecast for: NXE
[2025-10-14T23:58:57.065675] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXE' from 'https://tdm.silogroup.org/data/derivative_storage/NXE.csv'.
[2025-10-14T23:58:57.074465] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXE'.
[2025-10-14T23:58:57.074732] [INFO ] [FORECASTER] Starting predict_future for NXE
[2025-10-14T23:58:57.099212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:57.099893] [DEBUG] [LOCAL     ] No optimal features file found for NXE: ./output/feature-sets/NXE.txt
[2025-10-14T23:58:57.099946] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:57.099979] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:57.100007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:57.100064] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:57.116956] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:57.117489] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:57.117576] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:57.117619] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:57.153880] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:57.153969] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:57.154012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:57.154042] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:57.157058] [DEBUG] [FORECASTER] NXE: Forecast T+1@11:T+2@11: UP (p=95.24%)
[2025-10-14T23:58:57.157359] [INFO ] [FORECASTER] Completed predict_future for NXE
[2025-10-14T23:58:57.158000] [INFO ] [sig       ] NXE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:57.295289] [INFO ] [LOCAL     ] Saved forecast: NXE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NXE.txt
[2025-10-14T23:58:57.295485] [INFO ] [sig       ] [1255/1812] Completed NXE in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:57.295528] [INFO ] [sig       ] [1256/1812] Forecasting NXG...
[2025-10-14T23:58:57.295560] [INFO ] [sig       ] Generating forecast for: NXG
[2025-10-14T23:58:57.295591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXG' from 'https://tdm.silogroup.org/data/derivative_storage/NXG.csv'.
[2025-10-14T23:58:57.304270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXG'.
[2025-10-14T23:58:57.304528] [INFO ] [FORECASTER] Starting predict_future for NXG
[2025-10-14T23:58:57.333036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:57.333810] [DEBUG] [LOCAL     ] No optimal features file found for NXG: ./output/feature-sets/NXG.txt
[2025-10-14T23:58:57.333866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:57.333899] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:57.333927] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:57.333993] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:57.351245] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:57.351825] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:57.351902] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:57.351951] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:57.385795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:57.385872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:57.385906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:57.385934] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:57.388914] [DEBUG] [FORECASTER] NXG: Forecast T+1@11:T+2@11: DOWN (p=10.14%)
[2025-10-14T23:58:57.389153] [INFO ] [FORECASTER] Completed predict_future for NXG
[2025-10-14T23:58:57.389276] [INFO ] [sig       ] NXG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:57.526315] [INFO ] [LOCAL     ] Saved forecast: NXG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NXG.txt
[2025-10-14T23:58:57.526499] [INFO ] [sig       ] [1256/1812] Completed NXG in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:57.526540] [INFO ] [sig       ] [1257/1812] Forecasting NXN...
[2025-10-14T23:58:57.526570] [INFO ] [sig       ] Generating forecast for: NXN
[2025-10-14T23:58:57.526601] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXN' from 'https://tdm.silogroup.org/data/derivative_storage/NXN.csv'.
[2025-10-14T23:58:57.534876] [DEBUG] [REMOTE    ] Successfully parsed 1789 rows of historical data for symbol 'NXN'.
[2025-10-14T23:58:57.535115] [INFO ] [FORECASTER] Starting predict_future for NXN
[2025-10-14T23:58:57.559780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:57.560442] [DEBUG] [LOCAL     ] No optimal features file found for NXN: ./output/feature-sets/NXN.txt
[2025-10-14T23:58:57.560496] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:57.560528] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:57.560557] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:57.560614] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:57.577584] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:57.578184] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:57.578264] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:57.578298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:57.619815] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:57.619893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:57.619928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:57.619957] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:57.622929] [DEBUG] [FORECASTER] NXN: Forecast T+1@11:T+2@11: DOWN (p=23.92%)
[2025-10-14T23:58:57.623169] [INFO ] [FORECASTER] Completed predict_future for NXN
[2025-10-14T23:58:57.623290] [INFO ] [sig       ] NXN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:57.761607] [INFO ] [LOCAL     ] Saved forecast: NXN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/NXN.txt
[2025-10-14T23:58:57.761828] [INFO ] [sig       ] [1257/1812] Completed NXN in 0.2s | 4.23 sym/s | Total: 4.9m | ETA: 2.2m
[2025-10-14T23:58:57.761879] [INFO ] [sig       ] [1258/1812] Forecasting NXP...
[2025-10-14T23:58:57.761911] [INFO ] [sig       ] Generating forecast for: NXP
[2025-10-14T23:58:57.761942] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXP' from 'https://tdm.silogroup.org/data/derivative_storage/NXP.csv'.
[2025-10-14T23:58:57.770417] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXP'.
[2025-10-14T23:58:57.770711] [INFO ] [FORECASTER] Starting predict_future for NXP
[2025-10-14T23:58:57.795063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:57.795742] [DEBUG] [LOCAL     ] No optimal features file found for NXP: ./output/feature-sets/NXP.txt
[2025-10-14T23:58:57.795795] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:57.795842] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:57.795871] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:57.795927] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:57.813128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:57.813719] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:57.813798] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:57.813831] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:57.847990] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:57.848086] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:57.848139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:57.848170] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:57.851147] [DEBUG] [FORECASTER] NXP: Forecast T+1@11:T+2@11: UP (p=91.72%)
[2025-10-14T23:58:57.851394] [INFO ] [FORECASTER] Completed predict_future for NXP
[2025-10-14T23:58:57.851517] [INFO ] [sig       ] NXP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:57.988858] [INFO ] [LOCAL     ] Saved forecast: NXP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/NXP.txt
[2025-10-14T23:58:57.989058] [INFO ] [sig       ] [1258/1812] Completed NXP in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:57.989098] [INFO ] [sig       ] [1259/1812] Forecasting OCFT...
[2025-10-14T23:58:57.989127] [INFO ] [sig       ] Generating forecast for: OCFT
[2025-10-14T23:58:57.989204] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OCFT' from 'https://tdm.silogroup.org/data/derivative_storage/OCFT.csv'.
[2025-10-14T23:58:57.997724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OCFT'.
[2025-10-14T23:58:57.997971] [INFO ] [FORECASTER] Starting predict_future for OCFT
[2025-10-14T23:58:58.022524] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:58.023226] [DEBUG] [LOCAL     ] No optimal features file found for OCFT: ./output/feature-sets/OCFT.txt
[2025-10-14T23:58:58.023278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:58.023310] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:58.023338] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:58.023399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:58.040682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:58.041201] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:58.041275] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:58.041308] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:58.074469] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:58.074543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:58.074578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:58.074606] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:58.077521] [DEBUG] [FORECASTER] OCFT: Forecast T+1@11:T+2@11: DOWN (p=20.81%)
[2025-10-14T23:58:58.077805] [INFO ] [FORECASTER] Completed predict_future for OCFT
[2025-10-14T23:58:58.077933] [INFO ] [sig       ] OCFT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:58.219146] [INFO ] [LOCAL     ] Saved forecast: OCFT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OCFT.txt
[2025-10-14T23:58:58.219357] [INFO ] [sig       ] [1259/1812] Completed OCFT in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:58.219408] [INFO ] [sig       ] [1260/1812] Forecasting ODC...
[2025-10-14T23:58:58.219441] [INFO ] [sig       ] Generating forecast for: ODC
[2025-10-14T23:58:58.219472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ODC' from 'https://tdm.silogroup.org/data/derivative_storage/ODC.csv'.
[2025-10-14T23:58:58.228220] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ODC'.
[2025-10-14T23:58:58.228488] [INFO ] [FORECASTER] Starting predict_future for ODC
[2025-10-14T23:58:58.253852] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:58.254535] [DEBUG] [LOCAL     ] No optimal features file found for ODC: ./output/feature-sets/ODC.txt
[2025-10-14T23:58:58.254589] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:58.254623] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:58.254693] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:58.254773] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:58.272196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:58.272777] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:58.272879] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:58.272915] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:58.307911] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:58.307986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:58.308021] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:58.308051] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:58.311148] [DEBUG] [FORECASTER] ODC: Forecast T+1@11:T+2@11: UP (p=61.14%)
[2025-10-14T23:58:58.311402] [INFO ] [FORECASTER] Completed predict_future for ODC
[2025-10-14T23:58:58.311528] [INFO ] [sig       ] ODC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:58.451847] [INFO ] [LOCAL     ] Saved forecast: ODC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ODC.txt
[2025-10-14T23:58:58.452039] [INFO ] [sig       ] [1260/1812] Completed ODC in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:58.452082] [INFO ] [sig       ] [1261/1812] Forecasting ODV...
[2025-10-14T23:58:58.452113] [INFO ] [sig       ] Generating forecast for: ODV
[2025-10-14T23:58:58.452145] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ODV' from 'https://tdm.silogroup.org/data/derivative_storage/ODV.csv'.
[2025-10-14T23:58:58.460888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ODV'.
[2025-10-14T23:58:58.461139] [INFO ] [FORECASTER] Starting predict_future for ODV
[2025-10-14T23:58:58.485754] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:58.486421] [DEBUG] [LOCAL     ] No optimal features file found for ODV: ./output/feature-sets/ODV.txt
[2025-10-14T23:58:58.486473] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:58.486507] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:58.486536] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:58.486592] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:58.504147] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:58.504710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:58.504790] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:58.504824] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:58.538867] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:58.538943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:58.538978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:58.539008] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:58.542004] [DEBUG] [FORECASTER] ODV: Forecast T+1@11:T+2@11: DOWN (p=36.82%)
[2025-10-14T23:58:58.542253] [INFO ] [FORECASTER] Completed predict_future for ODV
[2025-10-14T23:58:58.542425] [INFO ] [sig       ] ODV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:58.682283] [INFO ] [LOCAL     ] Saved forecast: ODV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ODV.txt
[2025-10-14T23:58:58.682466] [INFO ] [sig       ] [1261/1812] Completed ODV in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:58.682506] [INFO ] [sig       ] [1262/1812] Forecasting OIA...
[2025-10-14T23:58:58.682561] [INFO ] [sig       ] Generating forecast for: OIA
[2025-10-14T23:58:58.682626] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OIA' from 'https://tdm.silogroup.org/data/derivative_storage/OIA.csv'.
[2025-10-14T23:58:58.691183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OIA'.
[2025-10-14T23:58:58.691441] [INFO ] [FORECASTER] Starting predict_future for OIA
[2025-10-14T23:58:58.715514] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:58.716269] [DEBUG] [LOCAL     ] No optimal features file found for OIA: ./output/feature-sets/OIA.txt
[2025-10-14T23:58:58.716356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:58.716396] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:58.716425] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:58.716481] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:58.733542] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:58.734153] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:58.734240] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:58.734302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:58.768327] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:58.768408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:58.768444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:58.768473] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:58.771558] [DEBUG] [FORECASTER] OIA: Forecast T+1@11:T+2@11: UP (p=83.09%)
[2025-10-14T23:58:58.771839] [INFO ] [FORECASTER] Completed predict_future for OIA
[2025-10-14T23:58:58.771969] [INFO ] [sig       ] OIA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:58.911281] [INFO ] [LOCAL     ] Saved forecast: OIA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/OIA.txt
[2025-10-14T23:58:58.911484] [INFO ] [sig       ] [1262/1812] Completed OIA in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:58.911523] [INFO ] [sig       ] [1263/1812] Forecasting OIS...
[2025-10-14T23:58:58.911554] [INFO ] [sig       ] Generating forecast for: OIS
[2025-10-14T23:58:58.911584] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OIS' from 'https://tdm.silogroup.org/data/derivative_storage/OIS.csv'.
[2025-10-14T23:58:58.919834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OIS'.
[2025-10-14T23:58:58.920092] [INFO ] [FORECASTER] Starting predict_future for OIS
[2025-10-14T23:58:58.944360] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:58.945042] [DEBUG] [LOCAL     ] No optimal features file found for OIS: ./output/feature-sets/OIS.txt
[2025-10-14T23:58:58.945094] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:58.945127] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:58.945155] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:58.945210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:58.962741] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:58.963266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:58.963343] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:58.963377] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:59.000624] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:59.000728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:59.000808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:59.000864] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:59.004268] [DEBUG] [FORECASTER] OIS: Forecast T+1@11:T+2@11: DOWN (p=18.00%)
[2025-10-14T23:58:59.004534] [INFO ] [FORECASTER] Completed predict_future for OIS
[2025-10-14T23:58:59.004693] [INFO ] [sig       ] OIS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:59.145098] [INFO ] [LOCAL     ] Saved forecast: OIS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OIS.txt
[2025-10-14T23:58:59.145307] [INFO ] [sig       ] [1263/1812] Completed OIS in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:59.145367] [INFO ] [sig       ] [1264/1812] Forecasting OLP...
[2025-10-14T23:58:59.145403] [INFO ] [sig       ] Generating forecast for: OLP
[2025-10-14T23:58:59.145434] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OLP' from 'https://tdm.silogroup.org/data/derivative_storage/OLP.csv'.
[2025-10-14T23:58:59.154581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OLP'.
[2025-10-14T23:58:59.154880] [INFO ] [FORECASTER] Starting predict_future for OLP
[2025-10-14T23:58:59.179805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:59.180504] [DEBUG] [LOCAL     ] No optimal features file found for OLP: ./output/feature-sets/OLP.txt
[2025-10-14T23:58:59.180558] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:59.180592] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:59.180621] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:59.180707] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:59.198504] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:59.199063] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:59.199141] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:59.199176] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:59.234011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:59.234092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:59.234128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:59.234157] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:59.237260] [DEBUG] [FORECASTER] OLP: Forecast T+1@11:T+2@11: DOWN (p=7.93%)
[2025-10-14T23:58:59.237509] [INFO ] [FORECASTER] Completed predict_future for OLP
[2025-10-14T23:58:59.237639] [INFO ] [sig       ] OLP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:58:59.377862] [INFO ] [LOCAL     ] Saved forecast: OLP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OLP.txt
[2025-10-14T23:58:59.378055] [INFO ] [sig       ] [1264/1812] Completed OLP in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:59.378132] [INFO ] [sig       ] [1265/1812] Forecasting ONIT...
[2025-10-14T23:58:59.378171] [INFO ] [sig       ] Generating forecast for: ONIT
[2025-10-14T23:58:59.378203] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONIT' from 'https://tdm.silogroup.org/data/derivative_storage/ONIT.csv'.
[2025-10-14T23:58:59.386992] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'ONIT'.
[2025-10-14T23:58:59.387226] [INFO ] [FORECASTER] Starting predict_future for ONIT
[2025-10-14T23:58:59.411919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:59.412573] [DEBUG] [LOCAL     ] No optimal features file found for ONIT: ./output/feature-sets/ONIT.txt
[2025-10-14T23:58:59.412625] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:59.412707] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:59.412751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:59.412810] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:59.429784] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:59.430338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:59.430466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:59.430505] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:59.466705] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:59.466814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:59.466853] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:59.466883] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:59.470186] [DEBUG] [FORECASTER] ONIT: Forecast T+1@11:T+2@11: UP (p=74.43%)
[2025-10-14T23:58:59.470449] [INFO ] [FORECASTER] Completed predict_future for ONIT
[2025-10-14T23:58:59.470582] [INFO ] [sig       ] ONIT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:59.610392] [INFO ] [LOCAL     ] Saved forecast: ONIT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ONIT.txt
[2025-10-14T23:58:59.610609] [INFO ] [sig       ] [1265/1812] Completed ONIT in 0.2s | 4.24 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-14T23:58:59.610679] [INFO ] [sig       ] [1266/1812] Forecasting ONL...
[2025-10-14T23:58:59.610729] [INFO ] [sig       ] Generating forecast for: ONL
[2025-10-14T23:58:59.610762] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONL' from 'https://tdm.silogroup.org/data/derivative_storage/ONL.csv'.
[2025-10-14T23:58:59.619468] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ONL'.
[2025-10-14T23:58:59.619752] [INFO ] [FORECASTER] Starting predict_future for ONL
[2025-10-14T23:58:59.644172] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:59.644916] [DEBUG] [LOCAL     ] No optimal features file found for ONL: ./output/feature-sets/ONL.txt
[2025-10-14T23:58:59.644970] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:59.645004] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:59.645032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:59.645090] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:59.662486] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:59.663075] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:59.663154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:59.663189] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:59.700222] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:59.700343] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:59.700381] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:59.700409] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:59.703591] [DEBUG] [FORECASTER] ONL: Forecast T+1@11:T+2@11: UP (p=61.68%)
[2025-10-14T23:58:59.703880] [INFO ] [FORECASTER] Completed predict_future for ONL
[2025-10-14T23:58:59.704012] [INFO ] [sig       ] ONL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:58:59.839481] [INFO ] [LOCAL     ] Saved forecast: ONL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ONL.txt
[2025-10-14T23:58:59.839715] [INFO ] [sig       ] [1266/1812] Completed ONL in 0.2s | 4.24 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:58:59.839775] [INFO ] [sig       ] [1267/1812] Forecasting ONTF...
[2025-10-14T23:58:59.839808] [INFO ] [sig       ] Generating forecast for: ONTF
[2025-10-14T23:58:59.839839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONTF' from 'https://tdm.silogroup.org/data/derivative_storage/ONTF.csv'.
[2025-10-14T23:58:59.849256] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ONTF'.
[2025-10-14T23:58:59.849627] [INFO ] [FORECASTER] Starting predict_future for ONTF
[2025-10-14T23:58:59.874519] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:58:59.875263] [DEBUG] [LOCAL     ] No optimal features file found for ONTF: ./output/feature-sets/ONTF.txt
[2025-10-14T23:58:59.875316] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:58:59.875350] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:58:59.875377] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:58:59.875433] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:58:59.892350] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:58:59.892917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:58:59.892995] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:58:59.893029] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:58:59.926076] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:58:59.926186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:58:59.926222] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:58:59.926250] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:58:59.929310] [DEBUG] [FORECASTER] ONTF: Forecast T+1@11:T+2@11: UP (p=97.17%)
[2025-10-14T23:58:59.929562] [INFO ] [FORECASTER] Completed predict_future for ONTF
[2025-10-14T23:58:59.929723] [INFO ] [sig       ] ONTF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:00.070861] [INFO ] [LOCAL     ] Saved forecast: ONTF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ONTF.txt
[2025-10-14T23:59:00.071100] [INFO ] [sig       ] [1267/1812] Completed ONTF in 0.2s | 4.24 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:00.071142] [INFO ] [sig       ] [1268/1812] Forecasting OPAD...
[2025-10-14T23:59:00.071172] [INFO ] [sig       ] Generating forecast for: OPAD
[2025-10-14T23:59:00.071204] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OPAD' from 'https://tdm.silogroup.org/data/derivative_storage/OPAD.csv'.
[2025-10-14T23:59:00.080228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OPAD'.
[2025-10-14T23:59:00.080529] [INFO ] [FORECASTER] Starting predict_future for OPAD
[2025-10-14T23:59:00.105556] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:00.106365] [DEBUG] [LOCAL     ] No optimal features file found for OPAD: ./output/feature-sets/OPAD.txt
[2025-10-14T23:59:00.106421] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:00.106457] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:00.106485] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:00.106542] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:00.124095] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:00.124909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:00.124997] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:00.125031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:00.168359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:00.168513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:00.168553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:00.168584] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:00.173041] [DEBUG] [FORECASTER] OPAD: Forecast T+1@11:T+2@11: DOWN (p=28.12%)
[2025-10-14T23:59:00.173338] [INFO ] [FORECASTER] Completed predict_future for OPAD
[2025-10-14T23:59:00.173498] [INFO ] [sig       ] OPAD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:00.320445] [INFO ] [LOCAL     ] Saved forecast: OPAD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OPAD.txt
[2025-10-14T23:59:00.320683] [INFO ] [sig       ] [1268/1812] Completed OPAD in 0.2s | 4.24 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:00.320741] [INFO ] [sig       ] [1269/1812] Forecasting OPP...
[2025-10-14T23:59:00.320775] [INFO ] [sig       ] Generating forecast for: OPP
[2025-10-14T23:59:00.320806] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OPP' from 'https://tdm.silogroup.org/data/derivative_storage/OPP.csv'.
[2025-10-14T23:59:00.329863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OPP'.
[2025-10-14T23:59:00.330191] [INFO ] [FORECASTER] Starting predict_future for OPP
[2025-10-14T23:59:00.354612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:00.355354] [DEBUG] [LOCAL     ] No optimal features file found for OPP: ./output/feature-sets/OPP.txt
[2025-10-14T23:59:00.355412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:00.355446] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:00.355474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:00.355531] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:00.372896] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:00.373450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:00.373531] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:00.373565] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:00.420998] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:00.421171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:00.421214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:00.421246] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:00.425096] [DEBUG] [FORECASTER] OPP: Forecast T+1@11:T+2@11: DOWN (p=27.42%)
[2025-10-14T23:59:00.425370] [INFO ] [FORECASTER] Completed predict_future for OPP
[2025-10-14T23:59:00.425505] [INFO ] [sig       ] OPP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:00.564241] [INFO ] [LOCAL     ] Saved forecast: OPP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OPP.txt
[2025-10-14T23:59:00.564449] [INFO ] [sig       ] [1269/1812] Completed OPP in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:00.564490] [INFO ] [sig       ] [1270/1812] Forecasting ORC...
[2025-10-14T23:59:00.564521] [INFO ] [sig       ] Generating forecast for: ORC
[2025-10-14T23:59:00.564552] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ORC' from 'https://tdm.silogroup.org/data/derivative_storage/ORC.csv'.
[2025-10-14T23:59:00.573477] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ORC'.
[2025-10-14T23:59:00.573787] [INFO ] [FORECASTER] Starting predict_future for ORC
[2025-10-14T23:59:00.599609] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:00.600418] [DEBUG] [LOCAL     ] No optimal features file found for ORC: ./output/feature-sets/ORC.txt
[2025-10-14T23:59:00.600475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:00.600511] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:00.600542] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:00.600601] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:00.618105] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:00.618845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:00.618931] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:00.618966] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:00.660216] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:00.660318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:00.660356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:00.660385] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:00.663469] [DEBUG] [FORECASTER] ORC: Forecast T+1@11:T+2@11: UP (p=76.90%)
[2025-10-14T23:59:00.663762] [INFO ] [FORECASTER] Completed predict_future for ORC
[2025-10-14T23:59:00.663906] [INFO ] [sig       ] ORC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:00.803441] [INFO ] [LOCAL     ] Saved forecast: ORC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ORC.txt
[2025-10-14T23:59:00.803677] [INFO ] [sig       ] [1270/1812] Completed ORC in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:00.803737] [INFO ] [sig       ] [1271/1812] Forecasting ORN...
[2025-10-14T23:59:00.803771] [INFO ] [sig       ] Generating forecast for: ORN
[2025-10-14T23:59:00.803803] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ORN' from 'https://tdm.silogroup.org/data/derivative_storage/ORN.csv'.
[2025-10-14T23:59:00.812256] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ORN'.
[2025-10-14T23:59:00.812524] [INFO ] [FORECASTER] Starting predict_future for ORN
[2025-10-14T23:59:00.836749] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:00.837412] [DEBUG] [LOCAL     ] No optimal features file found for ORN: ./output/feature-sets/ORN.txt
[2025-10-14T23:59:00.837465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:00.837498] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:00.837525] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:00.837581] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:00.855185] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:00.855859] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:00.855941] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:00.855976] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:00.894724] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:00.894813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:00.894848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:00.894878] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:00.898632] [DEBUG] [FORECASTER] ORN: Forecast T+1@11:T+2@11: UP (p=96.01%)
[2025-10-14T23:59:00.898985] [INFO ] [FORECASTER] Completed predict_future for ORN
[2025-10-14T23:59:00.899129] [INFO ] [sig       ] ORN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:01.037295] [INFO ] [LOCAL     ] Saved forecast: ORN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ORN.txt
[2025-10-14T23:59:01.037513] [INFO ] [sig       ] [1271/1812] Completed ORN in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:01.037595] [INFO ] [sig       ] [1272/1812] Forecasting OWLT...
[2025-10-14T23:59:01.037633] [INFO ] [sig       ] Generating forecast for: OWLT
[2025-10-14T23:59:01.037709] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OWLT' from 'https://tdm.silogroup.org/data/derivative_storage/OWLT.csv'.
[2025-10-14T23:59:01.045988] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'OWLT'.
[2025-10-14T23:59:01.046245] [INFO ] [FORECASTER] Starting predict_future for OWLT
[2025-10-14T23:59:01.070752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:01.071432] [DEBUG] [LOCAL     ] No optimal features file found for OWLT: ./output/feature-sets/OWLT.txt
[2025-10-14T23:59:01.071484] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:01.071533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:01.071562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:01.071618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:01.088836] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:01.089357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:01.089433] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:01.089466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:01.126748] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:01.126871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:01.126908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:01.126937] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:01.130157] [DEBUG] [FORECASTER] OWLT: Forecast T+1@11:T+2@11: DOWN (p=22.64%)
[2025-10-14T23:59:01.130413] [INFO ] [FORECASTER] Completed predict_future for OWLT
[2025-10-14T23:59:01.130548] [INFO ] [sig       ] OWLT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:01.273563] [INFO ] [LOCAL     ] Saved forecast: OWLT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/OWLT.txt
[2025-10-14T23:59:01.273853] [INFO ] [sig       ] [1272/1812] Completed OWLT in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:01.273909] [INFO ] [sig       ] [1273/1812] Forecasting PAC...
[2025-10-14T23:59:01.273941] [INFO ] [sig       ] Generating forecast for: PAC
[2025-10-14T23:59:01.273973] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PAC' from 'https://tdm.silogroup.org/data/derivative_storage/PAC.csv'.
[2025-10-14T23:59:01.282735] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PAC'.
[2025-10-14T23:59:01.283006] [INFO ] [FORECASTER] Starting predict_future for PAC
[2025-10-14T23:59:01.308291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:01.309056] [DEBUG] [LOCAL     ] No optimal features file found for PAC: ./output/feature-sets/PAC.txt
[2025-10-14T23:59:01.309111] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:01.309145] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:01.309174] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:01.309232] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:01.327328] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:01.327916] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:01.327996] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:01.328031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:01.368569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:01.368772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:01.368824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:01.368857] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:01.372387] [DEBUG] [FORECASTER] PAC: Forecast T+1@11:T+2@11: DOWN (p=12.60%)
[2025-10-14T23:59:01.372733] [INFO ] [FORECASTER] Completed predict_future for PAC
[2025-10-14T23:59:01.372890] [INFO ] [sig       ] PAC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:01.511597] [INFO ] [LOCAL     ] Saved forecast: PAC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PAC.txt
[2025-10-14T23:59:01.511840] [INFO ] [sig       ] [1273/1812] Completed PAC in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:01.511892] [INFO ] [sig       ] [1274/1812] Forecasting PACK...
[2025-10-14T23:59:01.511924] [INFO ] [sig       ] Generating forecast for: PACK
[2025-10-14T23:59:01.511955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PACK' from 'https://tdm.silogroup.org/data/derivative_storage/PACK.csv'.
[2025-10-14T23:59:01.521301] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PACK'.
[2025-10-14T23:59:01.521700] [INFO ] [FORECASTER] Starting predict_future for PACK
[2025-10-14T23:59:01.546386] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:01.547101] [DEBUG] [LOCAL     ] No optimal features file found for PACK: ./output/feature-sets/PACK.txt
[2025-10-14T23:59:01.547155] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:01.547188] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:01.547217] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:01.547274] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:01.564899] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:01.565503] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:01.565587] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:01.565622] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:01.604897] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:01.605037] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:01.605078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:01.605108] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:01.608477] [DEBUG] [FORECASTER] PACK: Forecast T+1@11:T+2@11: DOWN (p=26.50%)
[2025-10-14T23:59:01.608793] [INFO ] [FORECASTER] Completed predict_future for PACK
[2025-10-14T23:59:01.608947] [INFO ] [sig       ] PACK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:01.756121] [INFO ] [LOCAL     ] Saved forecast: PACK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PACK.txt
[2025-10-14T23:59:01.756379] [INFO ] [sig       ] [1274/1812] Completed PACK in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:01.756424] [INFO ] [sig       ] [1275/1812] Forecasting PAI...
[2025-10-14T23:59:01.756457] [INFO ] [sig       ] Generating forecast for: PAI
[2025-10-14T23:59:01.756492] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PAI' from 'https://tdm.silogroup.org/data/derivative_storage/PAI.csv'.
[2025-10-14T23:59:01.765358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PAI'.
[2025-10-14T23:59:01.765708] [INFO ] [FORECASTER] Starting predict_future for PAI
[2025-10-14T23:59:01.790920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:01.791659] [DEBUG] [LOCAL     ] No optimal features file found for PAI: ./output/feature-sets/PAI.txt
[2025-10-14T23:59:01.791719] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:01.791754] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:01.791781] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:01.791989] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:01.809869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:01.810483] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:01.810564] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:01.810597] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:01.840639] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:01.840829] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:01.840870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:01.840900] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:01.844298] [DEBUG] [FORECASTER] PAI: Forecast T+1@11:T+2@11: UP (p=83.39%)
[2025-10-14T23:59:01.844576] [INFO ] [FORECASTER] Completed predict_future for PAI
[2025-10-14T23:59:01.844743] [INFO ] [sig       ] PAI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:01.982352] [INFO ] [LOCAL     ] Saved forecast: PAI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PAI.txt
[2025-10-14T23:59:01.982605] [INFO ] [sig       ] [1275/1812] Completed PAI in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:01.982670] [INFO ] [sig       ] [1276/1812] Forecasting PCF...
[2025-10-14T23:59:01.982725] [INFO ] [sig       ] Generating forecast for: PCF
[2025-10-14T23:59:01.982759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCF' from 'https://tdm.silogroup.org/data/derivative_storage/PCF.csv'.
[2025-10-14T23:59:01.992458] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PCF'.
[2025-10-14T23:59:01.992856] [INFO ] [FORECASTER] Starting predict_future for PCF
[2025-10-14T23:59:02.020015] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:02.020926] [DEBUG] [LOCAL     ] No optimal features file found for PCF: ./output/feature-sets/PCF.txt
[2025-10-14T23:59:02.021004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:02.021067] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:02.021103] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:02.021178] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:02.041370] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:02.042092] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:02.042182] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:02.042217] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:02.079388] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:02.079528] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:02.079577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:02.079608] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:02.083233] [DEBUG] [FORECASTER] PCF: Forecast T+1@11:T+2@11: UP (p=86.83%)
[2025-10-14T23:59:02.083502] [INFO ] [FORECASTER] Completed predict_future for PCF
[2025-10-14T23:59:02.083636] [INFO ] [sig       ] PCF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:02.234335] [INFO ] [LOCAL     ] Saved forecast: PCF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PCF.txt
[2025-10-14T23:59:02.234626] [INFO ] [sig       ] [1276/1812] Completed PCF in 0.3s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:02.234718] [INFO ] [sig       ] [1277/1812] Forecasting PCM...
[2025-10-14T23:59:02.234794] [INFO ] [sig       ] Generating forecast for: PCM
[2025-10-14T23:59:02.234851] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCM' from 'https://tdm.silogroup.org/data/derivative_storage/PCM.csv'.
[2025-10-14T23:59:02.243509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PCM'.
[2025-10-14T23:59:02.243818] [INFO ] [FORECASTER] Starting predict_future for PCM
[2025-10-14T23:59:02.271479] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:02.272248] [DEBUG] [LOCAL     ] No optimal features file found for PCM: ./output/feature-sets/PCM.txt
[2025-10-14T23:59:02.272303] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:02.272338] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:02.272367] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:02.272426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:02.292196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:02.292849] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:02.292932] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:02.292966] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:02.329712] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:02.329883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:02.329924] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:02.329954] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:02.333283] [DEBUG] [FORECASTER] PCM: Forecast T+1@11:T+2@11: DOWN (p=33.38%)
[2025-10-14T23:59:02.333588] [INFO ] [FORECASTER] Completed predict_future for PCM
[2025-10-14T23:59:02.333787] [INFO ] [sig       ] PCM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:02.483867] [INFO ] [LOCAL     ] Saved forecast: PCM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PCM.txt
[2025-10-14T23:59:02.484096] [INFO ] [sig       ] [1277/1812] Completed PCM in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:02.484157] [INFO ] [sig       ] [1278/1812] Forecasting PCQ...
[2025-10-14T23:59:02.484215] [INFO ] [sig       ] Generating forecast for: PCQ
[2025-10-14T23:59:02.484252] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCQ' from 'https://tdm.silogroup.org/data/derivative_storage/PCQ.csv'.
[2025-10-14T23:59:02.492598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PCQ'.
[2025-10-14T23:59:02.492904] [INFO ] [FORECASTER] Starting predict_future for PCQ
[2025-10-14T23:59:02.519940] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:02.520807] [DEBUG] [LOCAL     ] No optimal features file found for PCQ: ./output/feature-sets/PCQ.txt
[2025-10-14T23:59:02.520877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:02.520920] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:02.520949] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:02.521062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:02.539503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:02.540132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:02.540213] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:02.540248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:02.576323] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:02.576434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:02.576474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:02.576503] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:02.580012] [DEBUG] [FORECASTER] PCQ: Forecast T+1@11:T+2@11: UP (p=95.29%)
[2025-10-14T23:59:02.580272] [INFO ] [FORECASTER] Completed predict_future for PCQ
[2025-10-14T23:59:02.580410] [INFO ] [sig       ] PCQ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:02.732632] [INFO ] [LOCAL     ] Saved forecast: PCQ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PCQ.txt
[2025-10-14T23:59:02.732892] [INFO ] [sig       ] [1278/1812] Completed PCQ in 0.2s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:02.732939] [INFO ] [sig       ] [1279/1812] Forecasting PDS...
[2025-10-14T23:59:02.732972] [INFO ] [sig       ] Generating forecast for: PDS
[2025-10-14T23:59:02.733004] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PDS' from 'https://tdm.silogroup.org/data/derivative_storage/PDS.csv'.
[2025-10-14T23:59:02.742008] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PDS'.
[2025-10-14T23:59:02.742340] [INFO ] [FORECASTER] Starting predict_future for PDS
[2025-10-14T23:59:02.768639] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:02.769481] [DEBUG] [LOCAL     ] No optimal features file found for PDS: ./output/feature-sets/PDS.txt
[2025-10-14T23:59:02.769535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:02.769586] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:02.769617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:02.769701] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:02.788773] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:02.789320] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:02.789402] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:02.789443] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:02.828881] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:02.829014] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:02.829065] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:02.829121] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:02.833164] [DEBUG] [FORECASTER] PDS: Forecast T+1@11:T+2@11: DOWN (p=33.93%)
[2025-10-14T23:59:02.833572] [INFO ] [FORECASTER] Completed predict_future for PDS
[2025-10-14T23:59:02.833755] [INFO ] [sig       ] PDS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:02.994128] [INFO ] [LOCAL     ] Saved forecast: PDS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PDS.txt
[2025-10-14T23:59:02.994416] [INFO ] [sig       ] [1279/1812] Completed PDS in 0.3s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:02.994478] [INFO ] [sig       ] [1280/1812] Forecasting PDT...
[2025-10-14T23:59:02.994512] [INFO ] [sig       ] Generating forecast for: PDT
[2025-10-14T23:59:02.994545] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PDT' from 'https://tdm.silogroup.org/data/derivative_storage/PDT.csv'.
[2025-10-14T23:59:03.004109] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PDT'.
[2025-10-14T23:59:03.004510] [INFO ] [FORECASTER] Starting predict_future for PDT
[2025-10-14T23:59:03.031271] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:03.032166] [DEBUG] [LOCAL     ] No optimal features file found for PDT: ./output/feature-sets/PDT.txt
[2025-10-14T23:59:03.032221] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:03.032257] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:03.032286] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:03.032343] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:03.050723] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:03.051364] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:03.051447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:03.051482] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:03.090824] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:03.090991] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:03.091032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:03.091064] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:03.094597] [DEBUG] [FORECASTER] PDT: Forecast T+1@11:T+2@11: UP (p=91.77%)
[2025-10-14T23:59:03.094966] [INFO ] [FORECASTER] Completed predict_future for PDT
[2025-10-14T23:59:03.095120] [INFO ] [sig       ] PDT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:03.246326] [INFO ] [LOCAL     ] Saved forecast: PDT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PDT.txt
[2025-10-14T23:59:03.246539] [INFO ] [sig       ] [1280/1812] Completed PDT in 0.3s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:03.246580] [INFO ] [sig       ] [1281/1812] Forecasting PEO...
[2025-10-14T23:59:03.246611] [INFO ] [sig       ] Generating forecast for: PEO
[2025-10-14T23:59:03.246664] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PEO' from 'https://tdm.silogroup.org/data/derivative_storage/PEO.csv'.
[2025-10-14T23:59:03.255271] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PEO'.
[2025-10-14T23:59:03.255540] [INFO ] [FORECASTER] Starting predict_future for PEO
[2025-10-14T23:59:03.283172] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:03.283922] [DEBUG] [LOCAL     ] No optimal features file found for PEO: ./output/feature-sets/PEO.txt
[2025-10-14T23:59:03.283975] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:03.284008] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:03.284035] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:03.284092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:03.304950] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:03.305676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:03.305776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:03.305830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:03.342933] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:03.343041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:03.343113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:03.343144] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:03.348173] [DEBUG] [FORECASTER] PEO: Forecast T+1@11:T+2@11: DOWN (p=39.96%)
[2025-10-14T23:59:03.348495] [INFO ] [FORECASTER] Completed predict_future for PEO
[2025-10-14T23:59:03.348697] [INFO ] [sig       ] PEO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:03.502858] [INFO ] [LOCAL     ] Saved forecast: PEO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PEO.txt
[2025-10-14T23:59:03.503108] [INFO ] [sig       ] [1281/1812] Completed PEO in 0.3s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:03.503152] [INFO ] [sig       ] [1282/1812] Forecasting PERF...
[2025-10-14T23:59:03.503184] [INFO ] [sig       ] Generating forecast for: PERF
[2025-10-14T23:59:03.503218] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PERF' from 'https://tdm.silogroup.org/data/derivative_storage/PERF.csv'.
[2025-10-14T23:59:03.512351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PERF'.
[2025-10-14T23:59:03.512681] [INFO ] [FORECASTER] Starting predict_future for PERF
[2025-10-14T23:59:03.539550] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:03.540272] [DEBUG] [LOCAL     ] No optimal features file found for PERF: ./output/feature-sets/PERF.txt
[2025-10-14T23:59:03.540337] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:03.540392] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:03.540424] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:03.540483] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:03.558143] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:03.558732] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:03.558815] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:03.558850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:03.596104] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:03.596213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:03.596290] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:03.596356] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:03.600055] [DEBUG] [FORECASTER] PERF: Forecast T+1@11:T+2@11: UP (p=86.05%)
[2025-10-14T23:59:03.600310] [INFO ] [FORECASTER] Completed predict_future for PERF
[2025-10-14T23:59:03.600447] [INFO ] [sig       ] PERF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:03.755950] [INFO ] [LOCAL     ] Saved forecast: PERF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PERF.txt
[2025-10-14T23:59:03.756222] [INFO ] [sig       ] [1282/1812] Completed PERF in 0.3s | 4.23 sym/s | Total: 5.0m | ETA: 2.1m
[2025-10-14T23:59:03.756292] [INFO ] [sig       ] [1283/1812] Forecasting PFD...
[2025-10-14T23:59:03.756345] [INFO ] [sig       ] Generating forecast for: PFD
[2025-10-14T23:59:03.756382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFD' from 'https://tdm.silogroup.org/data/derivative_storage/PFD.csv'.
[2025-10-14T23:59:03.765428] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFD'.
[2025-10-14T23:59:03.765762] [INFO ] [FORECASTER] Starting predict_future for PFD
[2025-10-14T23:59:03.793118] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:03.793937] [DEBUG] [LOCAL     ] No optimal features file found for PFD: ./output/feature-sets/PFD.txt
[2025-10-14T23:59:03.793992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:03.794025] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:03.794053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:03.794110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:03.812987] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:03.813663] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:03.813752] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:03.813788] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:03.849043] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:03.849171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:03.849208] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:03.849237] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:03.852573] [DEBUG] [FORECASTER] PFD: Forecast T+1@11:T+2@11: UP (p=90.40%)
[2025-10-14T23:59:03.852876] [INFO ] [FORECASTER] Completed predict_future for PFD
[2025-10-14T23:59:03.853020] [INFO ] [sig       ] PFD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:04.011161] [INFO ] [LOCAL     ] Saved forecast: PFD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PFD.txt
[2025-10-14T23:59:04.011386] [INFO ] [sig       ] [1283/1812] Completed PFD in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:04.011428] [INFO ] [sig       ] [1284/1812] Forecasting PFH...
[2025-10-14T23:59:04.011459] [INFO ] [sig       ] Generating forecast for: PFH
[2025-10-14T23:59:04.011494] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFH' from 'https://tdm.silogroup.org/data/derivative_storage/PFH.csv'.
[2025-10-14T23:59:04.020383] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFH'.
[2025-10-14T23:59:04.020694] [INFO ] [FORECASTER] Starting predict_future for PFH
[2025-10-14T23:59:04.047759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:04.048565] [DEBUG] [LOCAL     ] No optimal features file found for PFH: ./output/feature-sets/PFH.txt
[2025-10-14T23:59:04.048625] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:04.048712] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:04.048763] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:04.048824] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:04.067181] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:04.067770] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:04.067850] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:04.067884] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:04.103903] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:04.104020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:04.104061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:04.104104] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:04.107469] [DEBUG] [FORECASTER] PFH: Forecast T+1@11:T+2@11: DOWN (p=45.18%)
[2025-10-14T23:59:04.107786] [INFO ] [FORECASTER] Completed predict_future for PFH
[2025-10-14T23:59:04.107932] [INFO ] [sig       ] PFH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:04.262908] [INFO ] [LOCAL     ] Saved forecast: PFH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PFH.txt
[2025-10-14T23:59:04.263197] [INFO ] [sig       ] [1284/1812] Completed PFH in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:04.263258] [INFO ] [sig       ] [1285/1812] Forecasting PFL...
[2025-10-14T23:59:04.263293] [INFO ] [sig       ] Generating forecast for: PFL
[2025-10-14T23:59:04.263326] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFL' from 'https://tdm.silogroup.org/data/derivative_storage/PFL.csv'.
[2025-10-14T23:59:04.272877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFL'.
[2025-10-14T23:59:04.273194] [INFO ] [FORECASTER] Starting predict_future for PFL
[2025-10-14T23:59:04.299605] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:04.300395] [DEBUG] [LOCAL     ] No optimal features file found for PFL: ./output/feature-sets/PFL.txt
[2025-10-14T23:59:04.300469] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:04.300544] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:04.300612] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:04.300721] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:04.320773] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:04.321418] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:04.321516] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:04.321567] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:04.359319] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:04.359414] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:04.359451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:04.359481] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:04.362619] [DEBUG] [FORECASTER] PFL: Forecast T+1@11:T+2@11: DOWN (p=7.96%)
[2025-10-14T23:59:04.362954] [INFO ] [FORECASTER] Completed predict_future for PFL
[2025-10-14T23:59:04.363098] [INFO ] [sig       ] PFL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:04.518307] [INFO ] [LOCAL     ] Saved forecast: PFL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PFL.txt
[2025-10-14T23:59:04.518610] [INFO ] [sig       ] [1285/1812] Completed PFL in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:04.518697] [INFO ] [sig       ] [1286/1812] Forecasting PFN...
[2025-10-14T23:59:04.518745] [INFO ] [sig       ] Generating forecast for: PFN
[2025-10-14T23:59:04.518780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFN' from 'https://tdm.silogroup.org/data/derivative_storage/PFN.csv'.
[2025-10-14T23:59:04.528398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFN'.
[2025-10-14T23:59:04.528701] [INFO ] [FORECASTER] Starting predict_future for PFN
[2025-10-14T23:59:04.554768] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:04.555455] [DEBUG] [LOCAL     ] No optimal features file found for PFN: ./output/feature-sets/PFN.txt
[2025-10-14T23:59:04.555509] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:04.555541] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:04.555588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:04.555668] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:04.574566] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:04.575176] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:04.575273] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:04.575344] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:04.614812] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:04.614950] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:04.614990] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:04.615020] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:04.618747] [DEBUG] [FORECASTER] PFN: Forecast T+1@11:T+2@11: DOWN (p=36.21%)
[2025-10-14T23:59:04.619015] [INFO ] [FORECASTER] Completed predict_future for PFN
[2025-10-14T23:59:04.619152] [INFO ] [sig       ] PFN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:04.769765] [INFO ] [LOCAL     ] Saved forecast: PFN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PFN.txt
[2025-10-14T23:59:04.769981] [INFO ] [sig       ] [1286/1812] Completed PFN in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:04.770024] [INFO ] [sig       ] [1287/1812] Forecasting PFO...
[2025-10-14T23:59:04.770055] [INFO ] [sig       ] Generating forecast for: PFO
[2025-10-14T23:59:04.770086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFO' from 'https://tdm.silogroup.org/data/derivative_storage/PFO.csv'.
[2025-10-14T23:59:04.778727] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFO'.
[2025-10-14T23:59:04.779012] [INFO ] [FORECASTER] Starting predict_future for PFO
[2025-10-14T23:59:04.806965] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:04.807978] [DEBUG] [LOCAL     ] No optimal features file found for PFO: ./output/feature-sets/PFO.txt
[2025-10-14T23:59:04.808059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:04.808164] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:04.808235] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:04.808353] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:04.829551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:04.830335] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:04.830420] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:04.830454] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:04.869686] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:04.869820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:04.869864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:04.869917] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:04.873292] [DEBUG] [FORECASTER] PFO: Forecast T+1@11:T+2@11: UP (p=55.09%)
[2025-10-14T23:59:04.873628] [INFO ] [FORECASTER] Completed predict_future for PFO
[2025-10-14T23:59:04.873807] [INFO ] [sig       ] PFO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:05.030160] [INFO ] [LOCAL     ] Saved forecast: PFO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PFO.txt
[2025-10-14T23:59:05.030442] [INFO ] [sig       ] [1287/1812] Completed PFO in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:05.030505] [INFO ] [sig       ] [1288/1812] Forecasting PGP...
[2025-10-14T23:59:05.030542] [INFO ] [sig       ] Generating forecast for: PGP
[2025-10-14T23:59:05.030576] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGP' from 'https://tdm.silogroup.org/data/derivative_storage/PGP.csv'.
[2025-10-14T23:59:05.039987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGP'.
[2025-10-14T23:59:05.040430] [INFO ] [FORECASTER] Starting predict_future for PGP
[2025-10-14T23:59:05.066764] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:05.067473] [DEBUG] [LOCAL     ] No optimal features file found for PGP: ./output/feature-sets/PGP.txt
[2025-10-14T23:59:05.067540] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:05.067608] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:05.067681] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:05.067757] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:05.087970] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:05.088759] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:05.088846] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:05.088882] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:05.126029] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:05.126164] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:05.126202] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:05.126233] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:05.129686] [DEBUG] [FORECASTER] PGP: Forecast T+1@11:T+2@11: UP (p=61.34%)
[2025-10-14T23:59:05.129997] [INFO ] [FORECASTER] Completed predict_future for PGP
[2025-10-14T23:59:05.130140] [INFO ] [sig       ] PGP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:05.286391] [INFO ] [LOCAL     ] Saved forecast: PGP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PGP.txt
[2025-10-14T23:59:05.286675] [INFO ] [sig       ] [1288/1812] Completed PGP in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:05.286737] [INFO ] [sig       ] [1289/1812] Forecasting PGRE...
[2025-10-14T23:59:05.286771] [INFO ] [sig       ] Generating forecast for: PGRE
[2025-10-14T23:59:05.286803] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGRE' from 'https://tdm.silogroup.org/data/derivative_storage/PGRE.csv'.
[2025-10-14T23:59:05.296534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGRE'.
[2025-10-14T23:59:05.296911] [INFO ] [FORECASTER] Starting predict_future for PGRE
[2025-10-14T23:59:05.321434] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:05.322149] [DEBUG] [LOCAL     ] No optimal features file found for PGRE: ./output/feature-sets/PGRE.txt
[2025-10-14T23:59:05.322203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:05.322236] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:05.322264] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:05.322321] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:05.339153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:05.339832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:05.339914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:05.339947] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:05.378376] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:05.378501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:05.378540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:05.378569] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:05.381796] [DEBUG] [FORECASTER] PGRE: Forecast T+1@11:T+2@11: UP (p=53.54%)
[2025-10-14T23:59:05.382059] [INFO ] [FORECASTER] Completed predict_future for PGRE
[2025-10-14T23:59:05.382192] [INFO ] [sig       ] PGRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:05.518586] [INFO ] [LOCAL     ] Saved forecast: PGRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PGRE.txt
[2025-10-14T23:59:05.518881] [INFO ] [sig       ] [1289/1812] Completed PGRE in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:05.518935] [INFO ] [sig       ] [1290/1812] Forecasting PGZ...
[2025-10-14T23:59:05.518966] [INFO ] [sig       ] Generating forecast for: PGZ
[2025-10-14T23:59:05.518998] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGZ' from 'https://tdm.silogroup.org/data/derivative_storage/PGZ.csv'.
[2025-10-14T23:59:05.527685] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGZ'.
[2025-10-14T23:59:05.527963] [INFO ] [FORECASTER] Starting predict_future for PGZ
[2025-10-14T23:59:05.553340] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:05.554171] [DEBUG] [LOCAL     ] No optimal features file found for PGZ: ./output/feature-sets/PGZ.txt
[2025-10-14T23:59:05.554225] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:05.554258] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:05.554286] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:05.554344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:05.571434] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:05.572074] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:05.572164] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:05.572202] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:05.604795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:05.604910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:05.604948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:05.604977] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:05.608335] [DEBUG] [FORECASTER] PGZ: Forecast T+1@11:T+2@11: DOWN (p=14.15%)
[2025-10-14T23:59:05.608599] [INFO ] [FORECASTER] Completed predict_future for PGZ
[2025-10-14T23:59:05.608766] [INFO ] [sig       ] PGZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:05.754460] [INFO ] [LOCAL     ] Saved forecast: PGZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PGZ.txt
[2025-10-14T23:59:05.754752] [INFO ] [sig       ] [1290/1812] Completed PGZ in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:05.754813] [INFO ] [sig       ] [1291/1812] Forecasting PHI...
[2025-10-14T23:59:05.754847] [INFO ] [sig       ] Generating forecast for: PHI
[2025-10-14T23:59:05.754878] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PHI' from 'https://tdm.silogroup.org/data/derivative_storage/PHI.csv'.
[2025-10-14T23:59:05.764738] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PHI'.
[2025-10-14T23:59:05.765115] [INFO ] [FORECASTER] Starting predict_future for PHI
[2025-10-14T23:59:05.792455] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:05.793328] [DEBUG] [LOCAL     ] No optimal features file found for PHI: ./output/feature-sets/PHI.txt
[2025-10-14T23:59:05.793400] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:05.793445] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:05.793541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:05.793609] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:05.812995] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:05.813616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:05.813728] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:05.813771] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:05.850709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:05.850860] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:05.850920] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:05.850951] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:05.854623] [DEBUG] [FORECASTER] PHI: Forecast T+1@11:T+2@11: DOWN (p=45.26%)
[2025-10-14T23:59:05.854921] [INFO ] [FORECASTER] Completed predict_future for PHI
[2025-10-14T23:59:05.855116] [INFO ] [sig       ] PHI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:06.015857] [INFO ] [LOCAL     ] Saved forecast: PHI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PHI.txt
[2025-10-14T23:59:06.016092] [INFO ] [sig       ] [1291/1812] Completed PHI in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-14T23:59:06.016135] [INFO ] [sig       ] [1292/1812] Forecasting PHK...
[2025-10-14T23:59:06.016169] [INFO ] [sig       ] Generating forecast for: PHK
[2025-10-14T23:59:06.016202] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PHK' from 'https://tdm.silogroup.org/data/derivative_storage/PHK.csv'.
[2025-10-14T23:59:06.025341] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PHK'.
[2025-10-14T23:59:06.025639] [INFO ] [FORECASTER] Starting predict_future for PHK
[2025-10-14T23:59:06.052221] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:06.052986] [DEBUG] [LOCAL     ] No optimal features file found for PHK: ./output/feature-sets/PHK.txt
[2025-10-14T23:59:06.053041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:06.053076] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:06.053106] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:06.053163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:06.071012] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:06.071551] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:06.071630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:06.071701] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:06.108432] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:06.108553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:06.108593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:06.108622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:06.112010] [DEBUG] [FORECASTER] PHK: Forecast T+1@11:T+2@11: UP (p=68.80%)
[2025-10-14T23:59:06.112272] [INFO ] [FORECASTER] Completed predict_future for PHK
[2025-10-14T23:59:06.112410] [INFO ] [sig       ] PHK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:06.263598] [INFO ] [LOCAL     ] Saved forecast: PHK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PHK.txt
[2025-10-14T23:59:06.263889] [INFO ] [sig       ] [1292/1812] Completed PHK in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:06.263950] [INFO ] [sig       ] [1293/1812] Forecasting PIM...
[2025-10-14T23:59:06.263987] [INFO ] [sig       ] Generating forecast for: PIM
[2025-10-14T23:59:06.264043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PIM' from 'https://tdm.silogroup.org/data/derivative_storage/PIM.csv'.
[2025-10-14T23:59:06.272952] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PIM'.
[2025-10-14T23:59:06.273251] [INFO ] [FORECASTER] Starting predict_future for PIM
[2025-10-14T23:59:06.301109] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:06.302009] [DEBUG] [LOCAL     ] No optimal features file found for PIM: ./output/feature-sets/PIM.txt
[2025-10-14T23:59:06.302066] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:06.302100] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:06.302148] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:06.302208] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:06.321277] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:06.321977] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:06.322077] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:06.322122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:06.358584] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:06.358724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:06.358774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:06.358813] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:06.362404] [DEBUG] [FORECASTER] PIM: Forecast T+1@11:T+2@11: DOWN (p=23.64%)
[2025-10-14T23:59:06.362685] [INFO ] [FORECASTER] Completed predict_future for PIM
[2025-10-14T23:59:06.362828] [INFO ] [sig       ] PIM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:06.513040] [INFO ] [LOCAL     ] Saved forecast: PIM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PIM.txt
[2025-10-14T23:59:06.513284] [INFO ] [sig       ] [1293/1812] Completed PIM in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:06.513326] [INFO ] [sig       ] [1294/1812] Forecasting PINE...
[2025-10-14T23:59:06.513358] [INFO ] [sig       ] Generating forecast for: PINE
[2025-10-14T23:59:06.513397] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PINE' from 'https://tdm.silogroup.org/data/derivative_storage/PINE.csv'.
[2025-10-14T23:59:06.523034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PINE'.
[2025-10-14T23:59:06.523420] [INFO ] [FORECASTER] Starting predict_future for PINE
[2025-10-14T23:59:06.548965] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:06.549779] [DEBUG] [LOCAL     ] No optimal features file found for PINE: ./output/feature-sets/PINE.txt
[2025-10-14T23:59:06.549835] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:06.549866] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:06.549894] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:06.549951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:06.569160] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:06.569735] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:06.569815] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:06.569849] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:06.608929] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:06.609412] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:06.609453] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:06.609509] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:06.613201] [DEBUG] [FORECASTER] PINE: Forecast T+1@11:T+2@11: UP (p=78.94%)
[2025-10-14T23:59:06.613482] [INFO ] [FORECASTER] Completed predict_future for PINE
[2025-10-14T23:59:06.613631] [INFO ] [sig       ] PINE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:06.762549] [INFO ] [LOCAL     ] Saved forecast: PINE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PINE.txt
[2025-10-14T23:59:06.762811] [INFO ] [sig       ] [1294/1812] Completed PINE in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:06.762871] [INFO ] [sig       ] [1295/1812] Forecasting PKE...
[2025-10-14T23:59:06.762905] [INFO ] [sig       ] Generating forecast for: PKE
[2025-10-14T23:59:06.762938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PKE' from 'https://tdm.silogroup.org/data/derivative_storage/PKE.csv'.
[2025-10-14T23:59:06.772738] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PKE'.
[2025-10-14T23:59:06.773072] [INFO ] [FORECASTER] Starting predict_future for PKE
[2025-10-14T23:59:06.800623] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:06.801453] [DEBUG] [LOCAL     ] No optimal features file found for PKE: ./output/feature-sets/PKE.txt
[2025-10-14T23:59:06.801520] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:06.801566] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:06.801596] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:06.801677] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:06.822122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:06.823006] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:06.823123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:06.823195] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:06.861806] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:06.861942] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:06.861981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:06.862012] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:06.865839] [DEBUG] [FORECASTER] PKE: Forecast T+1@11:T+2@11: UP (p=90.08%)
[2025-10-14T23:59:06.866281] [INFO ] [FORECASTER] Completed predict_future for PKE
[2025-10-14T23:59:06.866437] [INFO ] [sig       ] PKE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:07.022601] [INFO ] [LOCAL     ] Saved forecast: PKE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PKE.txt
[2025-10-14T23:59:07.022871] [INFO ] [sig       ] [1295/1812] Completed PKE in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:07.022922] [INFO ] [sig       ] [1296/1812] Forecasting PML...
[2025-10-14T23:59:07.022955] [INFO ] [sig       ] Generating forecast for: PML
[2025-10-14T23:59:07.022987] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PML' from 'https://tdm.silogroup.org/data/derivative_storage/PML.csv'.
[2025-10-14T23:59:07.032030] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PML'.
[2025-10-14T23:59:07.032398] [INFO ] [FORECASTER] Starting predict_future for PML
[2025-10-14T23:59:07.060625] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:07.061378] [DEBUG] [LOCAL     ] No optimal features file found for PML: ./output/feature-sets/PML.txt
[2025-10-14T23:59:07.061432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:07.061473] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:07.061533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:07.061598] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:07.081154] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:07.081786] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:07.081870] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:07.081905] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:07.121001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:07.121118] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:07.121156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:07.121187] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:07.124545] [DEBUG] [FORECASTER] PML: Forecast T+1@11:T+2@11: UP (p=68.72%)
[2025-10-14T23:59:07.124848] [INFO ] [FORECASTER] Completed predict_future for PML
[2025-10-14T23:59:07.124987] [INFO ] [sig       ] PML: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:07.279335] [INFO ] [LOCAL     ] Saved forecast: PML	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PML.txt
[2025-10-14T23:59:07.279566] [INFO ] [sig       ] [1296/1812] Completed PML in 0.3s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:07.279638] [INFO ] [sig       ] [1297/1812] Forecasting PMM...
[2025-10-14T23:59:07.279714] [INFO ] [sig       ] Generating forecast for: PMM
[2025-10-14T23:59:07.279751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PMM' from 'https://tdm.silogroup.org/data/derivative_storage/PMM.csv'.
[2025-10-14T23:59:07.288059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PMM'.
[2025-10-14T23:59:07.288367] [INFO ] [FORECASTER] Starting predict_future for PMM
[2025-10-14T23:59:07.315423] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:07.316182] [DEBUG] [LOCAL     ] No optimal features file found for PMM: ./output/feature-sets/PMM.txt
[2025-10-14T23:59:07.316237] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:07.316271] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:07.316299] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:07.316356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:07.334938] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:07.335486] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:07.335565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:07.335599] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:07.371380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:07.371479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:07.371515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:07.371545] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:07.375137] [DEBUG] [FORECASTER] PMM: Forecast T+1@11:T+2@11: DOWN (p=8.45%)
[2025-10-14T23:59:07.375429] [INFO ] [FORECASTER] Completed predict_future for PMM
[2025-10-14T23:59:07.375575] [INFO ] [sig       ] PMM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:07.515412] [INFO ] [LOCAL     ] Saved forecast: PMM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PMM.txt
[2025-10-14T23:59:07.515662] [INFO ] [sig       ] [1297/1812] Completed PMM in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:07.515723] [INFO ] [sig       ] [1298/1812] Forecasting PMO...
[2025-10-14T23:59:07.515756] [INFO ] [sig       ] Generating forecast for: PMO
[2025-10-14T23:59:07.515787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PMO' from 'https://tdm.silogroup.org/data/derivative_storage/PMO.csv'.
[2025-10-14T23:59:07.523844] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PMO'.
[2025-10-14T23:59:07.524133] [INFO ] [FORECASTER] Starting predict_future for PMO
[2025-10-14T23:59:07.548513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:07.549220] [DEBUG] [LOCAL     ] No optimal features file found for PMO: ./output/feature-sets/PMO.txt
[2025-10-14T23:59:07.549272] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:07.549305] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:07.549333] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:07.549389] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:07.566091] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:07.566660] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:07.566746] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:07.566780] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:07.601682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:07.601842] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:07.601903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:07.601934] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:07.605235] [DEBUG] [FORECASTER] PMO: Forecast T+1@11:T+2@11: UP (p=51.80%)
[2025-10-14T23:59:07.605496] [INFO ] [FORECASTER] Completed predict_future for PMO
[2025-10-14T23:59:07.605639] [INFO ] [sig       ] PMO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:07.741478] [INFO ] [LOCAL     ] Saved forecast: PMO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PMO.txt
[2025-10-14T23:59:07.741727] [INFO ] [sig       ] [1298/1812] Completed PMO in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:07.741787] [INFO ] [sig       ] [1299/1812] Forecasting PNI...
[2025-10-14T23:59:07.741821] [INFO ] [sig       ] Generating forecast for: PNI
[2025-10-14T23:59:07.741852] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PNI' from 'https://tdm.silogroup.org/data/derivative_storage/PNI.csv'.
[2025-10-14T23:59:07.750613] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PNI'.
[2025-10-14T23:59:07.751004] [INFO ] [FORECASTER] Starting predict_future for PNI
[2025-10-14T23:59:07.776014] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:07.776826] [DEBUG] [LOCAL     ] No optimal features file found for PNI: ./output/feature-sets/PNI.txt
[2025-10-14T23:59:07.776881] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:07.776914] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:07.776941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:07.776997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:07.794105] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:07.794749] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:07.794842] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:07.794877] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:07.830255] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:07.830420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:07.830461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:07.830490] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:07.833968] [DEBUG] [FORECASTER] PNI: Forecast T+1@11:T+2@11: UP (p=85.04%)
[2025-10-14T23:59:07.834250] [INFO ] [FORECASTER] Completed predict_future for PNI
[2025-10-14T23:59:07.834393] [INFO ] [sig       ] PNI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:07.974394] [INFO ] [LOCAL     ] Saved forecast: PNI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PNI.txt
[2025-10-14T23:59:07.974605] [INFO ] [sig       ] [1299/1812] Completed PNI in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:07.974670] [INFO ] [sig       ] [1300/1812] Forecasting PNNT...
[2025-10-14T23:59:07.974723] [INFO ] [sig       ] Generating forecast for: PNNT
[2025-10-14T23:59:07.974757] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PNNT' from 'https://tdm.silogroup.org/data/derivative_storage/PNNT.csv'.
[2025-10-14T23:59:07.983340] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PNNT'.
[2025-10-14T23:59:07.983589] [INFO ] [FORECASTER] Starting predict_future for PNNT
[2025-10-14T23:59:08.008205] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:08.009073] [DEBUG] [LOCAL     ] No optimal features file found for PNNT: ./output/feature-sets/PNNT.txt
[2025-10-14T23:59:08.009127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:08.009160] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:08.009187] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:08.009260] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:08.026741] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:08.027260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:08.027337] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:08.027371] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:08.063321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:08.063426] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:08.063462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:08.063490] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:08.066601] [DEBUG] [FORECASTER] PNNT: Forecast T+1@11:T+2@11: UP (p=53.81%)
[2025-10-14T23:59:08.066881] [INFO ] [FORECASTER] Completed predict_future for PNNT
[2025-10-14T23:59:08.067012] [INFO ] [sig       ] PNNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:08.205084] [INFO ] [LOCAL     ] Saved forecast: PNNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PNNT.txt
[2025-10-14T23:59:08.205305] [INFO ] [sig       ] [1300/1812] Completed PNNT in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:08.205346] [INFO ] [sig       ] [1301/1812] Forecasting PPT...
[2025-10-14T23:59:08.205376] [INFO ] [sig       ] Generating forecast for: PPT
[2025-10-14T23:59:08.205407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PPT' from 'https://tdm.silogroup.org/data/derivative_storage/PPT.csv'.
[2025-10-14T23:59:08.214701] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PPT'.
[2025-10-14T23:59:08.215042] [INFO ] [FORECASTER] Starting predict_future for PPT
[2025-10-14T23:59:08.239440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:08.240142] [DEBUG] [LOCAL     ] No optimal features file found for PPT: ./output/feature-sets/PPT.txt
[2025-10-14T23:59:08.240215] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:08.240253] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:08.240281] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:08.240338] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:08.257134] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:08.257798] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:08.257878] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:08.257912] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:08.294256] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:08.294364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:08.294400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:08.294429] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:08.297544] [DEBUG] [FORECASTER] PPT: Forecast T+1@11:T+2@11: UP (p=93.11%)
[2025-10-14T23:59:08.297829] [INFO ] [FORECASTER] Completed predict_future for PPT
[2025-10-14T23:59:08.297969] [INFO ] [sig       ] PPT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:08.433600] [INFO ] [LOCAL     ] Saved forecast: PPT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PPT.txt
[2025-10-14T23:59:08.433852] [INFO ] [sig       ] [1301/1812] Completed PPT in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:08.433902] [INFO ] [sig       ] [1302/1812] Forecasting PRCS...
[2025-10-14T23:59:08.433933] [INFO ] [sig       ] Generating forecast for: PRCS
[2025-10-14T23:59:08.433964] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRCS' from 'https://tdm.silogroup.org/data/derivative_storage/PRCS.csv'.
[2025-10-14T23:59:08.442287] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PRCS'.
[2025-10-14T23:59:08.442582] [INFO ] [FORECASTER] Starting predict_future for PRCS
[2025-10-14T23:59:08.466960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:08.467743] [DEBUG] [LOCAL     ] No optimal features file found for PRCS: ./output/feature-sets/PRCS.txt
[2025-10-14T23:59:08.467798] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:08.467830] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:08.467857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:08.467913] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:08.484933] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:08.485464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:08.485544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:08.485579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:08.519438] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:08.519540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:08.519576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:08.519604] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:08.522684] [DEBUG] [FORECASTER] PRCS: Forecast T+1@11:T+2@11: UP (p=69.50%)
[2025-10-14T23:59:08.522942] [INFO ] [FORECASTER] Completed predict_future for PRCS
[2025-10-14T23:59:08.523070] [INFO ] [sig       ] PRCS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:08.658899] [INFO ] [LOCAL     ] Saved forecast: PRCS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PRCS.txt
[2025-10-14T23:59:08.659116] [INFO ] [sig       ] [1302/1812] Completed PRCS in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:08.659157] [INFO ] [sig       ] [1303/1812] Forecasting PRH...
[2025-10-14T23:59:08.659188] [INFO ] [sig       ] Generating forecast for: PRH
[2025-10-14T23:59:08.659219] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRH' from 'https://tdm.silogroup.org/data/derivative_storage/PRH.csv'.
[2025-10-14T23:59:08.667558] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PRH'.
[2025-10-14T23:59:08.667864] [INFO ] [FORECASTER] Starting predict_future for PRH
[2025-10-14T23:59:08.692010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:08.692788] [DEBUG] [LOCAL     ] No optimal features file found for PRH: ./output/feature-sets/PRH.txt
[2025-10-14T23:59:08.692842] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:08.692874] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:08.692902] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:08.692959] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:08.709545] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:08.710109] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:08.710186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:08.710219] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:08.743442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:08.743548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:08.743585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:08.743613] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:08.746748] [DEBUG] [FORECASTER] PRH: Forecast T+1@11:T+2@11: UP (p=64.47%)
[2025-10-14T23:59:08.747006] [INFO ] [FORECASTER] Completed predict_future for PRH
[2025-10-14T23:59:08.747137] [INFO ] [sig       ] PRH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:08.886203] [INFO ] [LOCAL     ] Saved forecast: PRH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PRH.txt
[2025-10-14T23:59:08.886427] [INFO ] [sig       ] [1303/1812] Completed PRH in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:08.886469] [INFO ] [sig       ] [1304/1812] Forecasting PRT...
[2025-10-14T23:59:08.886500] [INFO ] [sig       ] Generating forecast for: PRT
[2025-10-14T23:59:08.886531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRT' from 'https://tdm.silogroup.org/data/derivative_storage/PRT.csv'.
[2025-10-14T23:59:08.894767] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PRT'.
[2025-10-14T23:59:08.895058] [INFO ] [FORECASTER] Starting predict_future for PRT
[2025-10-14T23:59:08.919123] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:08.919846] [DEBUG] [LOCAL     ] No optimal features file found for PRT: ./output/feature-sets/PRT.txt
[2025-10-14T23:59:08.919901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:08.919980] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:08.920018] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:08.920075] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:08.936952] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:08.937497] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:08.937576] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:08.937609] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:08.971147] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:08.971243] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:08.971278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:08.971307] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:08.974364] [DEBUG] [FORECASTER] PRT: Forecast T+1@11:T+2@11: UP (p=67.55%)
[2025-10-14T23:59:08.974616] [INFO ] [FORECASTER] Completed predict_future for PRT
[2025-10-14T23:59:08.974784] [INFO ] [sig       ] PRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:09.110483] [INFO ] [LOCAL     ] Saved forecast: PRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PRT.txt
[2025-10-14T23:59:09.110736] [INFO ] [sig       ] [1304/1812] Completed PRT in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:09.110795] [INFO ] [sig       ] [1305/1812] Forecasting PSBD...
[2025-10-14T23:59:09.110828] [INFO ] [sig       ] Generating forecast for: PSBD
[2025-10-14T23:59:09.110858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSBD' from 'https://tdm.silogroup.org/data/derivative_storage/PSBD.csv'.
[2025-10-14T23:59:09.118782] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PSBD'.
[2025-10-14T23:59:09.119051] [INFO ] [FORECASTER] Starting predict_future for PSBD
[2025-10-14T23:59:09.143207] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:09.143915] [DEBUG] [LOCAL     ] No optimal features file found for PSBD: ./output/feature-sets/PSBD.txt
[2025-10-14T23:59:09.143969] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:09.144001] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:09.144028] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:09.144084] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:09.160981] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:09.161725] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:09.161811] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:09.161845] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:09.196227] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:09.196326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:09.196361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:09.196409] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:09.199522] [DEBUG] [FORECASTER] PSBD: Forecast T+1@11:T+2@11: UP (p=89.88%)
[2025-10-14T23:59:09.199811] [INFO ] [FORECASTER] Completed predict_future for PSBD
[2025-10-14T23:59:09.199950] [INFO ] [sig       ] PSBD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:09.337148] [INFO ] [LOCAL     ] Saved forecast: PSBD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PSBD.txt
[2025-10-14T23:59:09.337363] [INFO ] [sig       ] [1305/1812] Completed PSBD in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:09.337416] [INFO ] [sig       ] [1306/1812] Forecasting PSF...
[2025-10-14T23:59:09.337470] [INFO ] [sig       ] Generating forecast for: PSF
[2025-10-14T23:59:09.337505] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSF' from 'https://tdm.silogroup.org/data/derivative_storage/PSF.csv'.
[2025-10-14T23:59:09.346537] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PSF'.
[2025-10-14T23:59:09.346905] [INFO ] [FORECASTER] Starting predict_future for PSF
[2025-10-14T23:59:09.371302] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:09.372006] [DEBUG] [LOCAL     ] No optimal features file found for PSF: ./output/feature-sets/PSF.txt
[2025-10-14T23:59:09.372059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:09.372092] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:09.372120] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:09.372177] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:09.388927] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:09.389445] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:09.389526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:09.389559] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:09.423810] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:09.423901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:09.423938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:09.423966] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:09.426990] [DEBUG] [FORECASTER] PSF: Forecast T+1@11:T+2@11: UP (p=57.51%)
[2025-10-14T23:59:09.427235] [INFO ] [FORECASTER] Completed predict_future for PSF
[2025-10-14T23:59:09.427367] [INFO ] [sig       ] PSF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:09.562832] [INFO ] [LOCAL     ] Saved forecast: PSF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PSF.txt
[2025-10-14T23:59:09.563075] [INFO ] [sig       ] [1306/1812] Completed PSF in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:09.563118] [INFO ] [sig       ] [1307/1812] Forecasting PSQH...
[2025-10-14T23:59:09.563148] [INFO ] [sig       ] Generating forecast for: PSQH
[2025-10-14T23:59:09.563178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSQH' from 'https://tdm.silogroup.org/data/derivative_storage/PSQH.csv'.
[2025-10-14T23:59:09.571589] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PSQH'.
[2025-10-14T23:59:09.571912] [INFO ] [FORECASTER] Starting predict_future for PSQH
[2025-10-14T23:59:09.596024] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:09.596739] [DEBUG] [LOCAL     ] No optimal features file found for PSQH: ./output/feature-sets/PSQH.txt
[2025-10-14T23:59:09.596793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:09.596825] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:09.596852] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:09.596927] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:09.613720] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:09.614345] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:09.614423] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:09.614456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:09.649105] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:09.649201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:09.649237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:09.649266] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:09.652329] [DEBUG] [FORECASTER] PSQH: Forecast T+1@11:T+2@11: DOWN (p=8.22%)
[2025-10-14T23:59:09.652581] [INFO ] [FORECASTER] Completed predict_future for PSQH
[2025-10-14T23:59:09.652740] [INFO ] [sig       ] PSQH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:09.788759] [INFO ] [LOCAL     ] Saved forecast: PSQH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/PSQH.txt
[2025-10-14T23:59:09.788992] [INFO ] [sig       ] [1307/1812] Completed PSQH in 0.2s | 4.23 sym/s | Total: 5.1m | ETA: 2.0m
[2025-10-14T23:59:09.789034] [INFO ] [sig       ] [1308/1812] Forecasting PVL...
[2025-10-14T23:59:09.789065] [INFO ] [sig       ] Generating forecast for: PVL
[2025-10-14T23:59:09.789096] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PVL' from 'https://tdm.silogroup.org/data/derivative_storage/PVL.csv'.
[2025-10-14T23:59:09.797281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PVL'.
[2025-10-14T23:59:09.797542] [INFO ] [FORECASTER] Starting predict_future for PVL
[2025-10-14T23:59:09.821821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:09.822565] [DEBUG] [LOCAL     ] No optimal features file found for PVL: ./output/feature-sets/PVL.txt
[2025-10-14T23:59:09.822618] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:09.822678] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:09.822725] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:09.822784] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:09.839506] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:09.840066] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:09.840147] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:09.840180] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:09.874375] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:09.874480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:09.874519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:09.874547] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:09.877722] [DEBUG] [FORECASTER] PVL: Forecast T+1@11:T+2@11: UP (p=97.01%)
[2025-10-14T23:59:09.877977] [INFO ] [FORECASTER] Completed predict_future for PVL
[2025-10-14T23:59:09.878136] [INFO ] [sig       ] PVL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:10.014485] [INFO ] [LOCAL     ] Saved forecast: PVL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/PVL.txt
[2025-10-14T23:59:10.014729] [INFO ] [sig       ] [1308/1812] Completed PVL in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:10.014788] [INFO ] [sig       ] [1309/1812] Forecasting QD...
[2025-10-14T23:59:10.014822] [INFO ] [sig       ] Generating forecast for: QD
[2025-10-14T23:59:10.014853] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QD' from 'https://tdm.silogroup.org/data/derivative_storage/QD.csv'.
[2025-10-14T23:59:10.023803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QD'.
[2025-10-14T23:59:10.024072] [INFO ] [FORECASTER] Starting predict_future for QD
[2025-10-14T23:59:10.048141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:10.048934] [DEBUG] [LOCAL     ] No optimal features file found for QD: ./output/feature-sets/QD.txt
[2025-10-14T23:59:10.048987] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:10.049019] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:10.049046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:10.049103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:10.065816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:10.066344] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:10.066425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:10.066458] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:10.103093] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:10.103183] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:10.103219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:10.103248] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:10.106249] [DEBUG] [FORECASTER] QD: Forecast T+1@11:T+2@11: DOWN (p=13.09%)
[2025-10-14T23:59:10.106496] [INFO ] [FORECASTER] Completed predict_future for QD
[2025-10-14T23:59:10.106622] [INFO ] [sig       ] QD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:10.242344] [INFO ] [LOCAL     ] Saved forecast: QD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/QD.txt
[2025-10-14T23:59:10.242582] [INFO ] [sig       ] [1309/1812] Completed QD in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:10.242624] [INFO ] [sig       ] [1310/1812] Forecasting QUAD...
[2025-10-14T23:59:10.242686] [INFO ] [sig       ] Generating forecast for: QUAD
[2025-10-14T23:59:10.242733] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QUAD' from 'https://tdm.silogroup.org/data/derivative_storage/QUAD.csv'.
[2025-10-14T23:59:10.250488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QUAD'.
[2025-10-14T23:59:10.250790] [INFO ] [FORECASTER] Starting predict_future for QUAD
[2025-10-14T23:59:10.275119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:10.275819] [DEBUG] [LOCAL     ] No optimal features file found for QUAD: ./output/feature-sets/QUAD.txt
[2025-10-14T23:59:10.275872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:10.275904] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:10.275930] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:10.275985] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:10.292795] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:10.293315] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:10.293391] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:10.293424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:10.329515] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:10.329608] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:10.329673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:10.329725] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:10.332775] [DEBUG] [FORECASTER] QUAD: Forecast T+1@11:T+2@11: UP (p=67.36%)
[2025-10-14T23:59:10.333022] [INFO ] [FORECASTER] Completed predict_future for QUAD
[2025-10-14T23:59:10.333665] [INFO ] [sig       ] QUAD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:10.470238] [INFO ] [LOCAL     ] Saved forecast: QUAD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/QUAD.txt
[2025-10-14T23:59:10.470459] [INFO ] [sig       ] [1310/1812] Completed QUAD in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:10.470508] [INFO ] [sig       ] [1311/1812] Forecasting QVCD...
[2025-10-14T23:59:10.470540] [INFO ] [sig       ] Generating forecast for: QVCD
[2025-10-14T23:59:10.470571] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QVCD' from 'https://tdm.silogroup.org/data/derivative_storage/QVCD.csv'.
[2025-10-14T23:59:10.479737] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QVCD'.
[2025-10-14T23:59:10.479986] [INFO ] [FORECASTER] Starting predict_future for QVCD
[2025-10-14T23:59:10.504205] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:10.505049] [DEBUG] [LOCAL     ] No optimal features file found for QVCD: ./output/feature-sets/QVCD.txt
[2025-10-14T23:59:10.505102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:10.505134] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:10.505161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:10.505216] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:10.521979] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:10.522493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:10.522568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:10.522601] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:10.563143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:10.563235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:10.563271] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:10.563299] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:10.566358] [DEBUG] [FORECASTER] QVCD: Forecast T+1@11:T+2@11: UP (p=64.01%)
[2025-10-14T23:59:10.566607] [INFO ] [FORECASTER] Completed predict_future for QVCD
[2025-10-14T23:59:10.566773] [INFO ] [sig       ] QVCD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:10.702972] [INFO ] [LOCAL     ] Saved forecast: QVCD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/QVCD.txt
[2025-10-14T23:59:10.703207] [INFO ] [sig       ] [1311/1812] Completed QVCD in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:10.703248] [INFO ] [sig       ] [1312/1812] Forecasting RBOT...
[2025-10-14T23:59:10.703278] [INFO ] [sig       ] Generating forecast for: RBOT
[2025-10-14T23:59:10.703309] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RBOT' from 'https://tdm.silogroup.org/data/derivative_storage/RBOT.csv'.
[2025-10-14T23:59:10.712407] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RBOT'.
[2025-10-14T23:59:10.712747] [INFO ] [FORECASTER] Starting predict_future for RBOT
[2025-10-14T23:59:10.737041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:10.737704] [DEBUG] [LOCAL     ] No optimal features file found for RBOT: ./output/feature-sets/RBOT.txt
[2025-10-14T23:59:10.737759] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:10.737791] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:10.737818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:10.737874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:10.754571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:10.755169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:10.755245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:10.755277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:10.795131] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:10.795212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:10.795247] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:10.795295] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:10.798269] [DEBUG] [FORECASTER] RBOT: Forecast T+1@11:T+2@11: DOWN (p=8.97%)
[2025-10-14T23:59:10.798512] [INFO ] [FORECASTER] Completed predict_future for RBOT
[2025-10-14T23:59:10.798663] [INFO ] [sig       ] RBOT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:10.933877] [INFO ] [LOCAL     ] Saved forecast: RBOT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RBOT.txt
[2025-10-14T23:59:10.934076] [INFO ] [sig       ] [1312/1812] Completed RBOT in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:10.934116] [INFO ] [sig       ] [1313/1812] Forecasting RC...
[2025-10-14T23:59:10.934145] [INFO ] [sig       ] Generating forecast for: RC
[2025-10-14T23:59:10.934174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RC' from 'https://tdm.silogroup.org/data/derivative_storage/RC.csv'.
[2025-10-14T23:59:10.942693] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RC'.
[2025-10-14T23:59:10.942938] [INFO ] [FORECASTER] Starting predict_future for RC
[2025-10-14T23:59:10.967036] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:10.967801] [DEBUG] [LOCAL     ] No optimal features file found for RC: ./output/feature-sets/RC.txt
[2025-10-14T23:59:10.967855] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:10.967888] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:10.967915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:10.967971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:10.984615] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:10.985158] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:10.985234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:10.985266] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:11.026985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:11.027066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:11.027100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:11.027129] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:11.030155] [DEBUG] [FORECASTER] RC: Forecast T+1@11:T+2@11: DOWN (p=41.72%)
[2025-10-14T23:59:11.030399] [INFO ] [FORECASTER] Completed predict_future for RC
[2025-10-14T23:59:11.030528] [INFO ] [sig       ] RC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:11.166894] [INFO ] [LOCAL     ] Saved forecast: RC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RC.txt
[2025-10-14T23:59:11.167107] [INFO ] [sig       ] [1313/1812] Completed RC in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:11.167149] [INFO ] [sig       ] [1314/1812] Forecasting RCS...
[2025-10-14T23:59:11.167178] [INFO ] [sig       ] Generating forecast for: RCS
[2025-10-14T23:59:11.167256] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RCS' from 'https://tdm.silogroup.org/data/derivative_storage/RCS.csv'.
[2025-10-14T23:59:11.177188] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RCS'.
[2025-10-14T23:59:11.177537] [INFO ] [FORECASTER] Starting predict_future for RCS
[2025-10-14T23:59:11.203876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:11.204704] [DEBUG] [LOCAL     ] No optimal features file found for RCS: ./output/feature-sets/RCS.txt
[2025-10-14T23:59:11.204761] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:11.204794] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:11.204822] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:11.204879] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:11.224716] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:11.225276] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:11.225361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:11.225396] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:11.269203] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:11.269323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:11.269393] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:11.269436] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:11.272735] [DEBUG] [FORECASTER] RCS: Forecast T+1@11:T+2@11: DOWN (p=25.38%)
[2025-10-14T23:59:11.273009] [INFO ] [FORECASTER] Completed predict_future for RCS
[2025-10-14T23:59:11.273165] [INFO ] [sig       ] RCS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:11.430546] [INFO ] [LOCAL     ] Saved forecast: RCS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RCS.txt
[2025-10-14T23:59:11.430862] [INFO ] [sig       ] [1314/1812] Completed RCS in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:11.430925] [INFO ] [sig       ] [1315/1812] Forecasting RERE...
[2025-10-14T23:59:11.430960] [INFO ] [sig       ] Generating forecast for: RERE
[2025-10-14T23:59:11.430991] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RERE' from 'https://tdm.silogroup.org/data/derivative_storage/RERE.csv'.
[2025-10-14T23:59:11.440966] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RERE'.
[2025-10-14T23:59:11.441265] [INFO ] [FORECASTER] Starting predict_future for RERE
[2025-10-14T23:59:11.468788] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:11.469501] [DEBUG] [LOCAL     ] No optimal features file found for RERE: ./output/feature-sets/RERE.txt
[2025-10-14T23:59:11.469577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:11.469635] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:11.469712] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:11.469777] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:11.488891] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:11.489433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:11.489530] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:11.489582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:11.535456] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:11.535548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:11.535585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:11.535616] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:11.539273] [DEBUG] [FORECASTER] RERE: Forecast T+1@11:T+2@11: UP (p=87.66%)
[2025-10-14T23:59:11.539578] [INFO ] [FORECASTER] Completed predict_future for RERE
[2025-10-14T23:59:11.539760] [INFO ] [sig       ] RERE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:11.695621] [INFO ] [LOCAL     ] Saved forecast: RERE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RERE.txt
[2025-10-14T23:59:11.695916] [INFO ] [sig       ] [1315/1812] Completed RERE in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:11.695968] [INFO ] [sig       ] [1316/1812] Forecasting RES...
[2025-10-14T23:59:11.695999] [INFO ] [sig       ] Generating forecast for: RES
[2025-10-14T23:59:11.696030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RES' from 'https://tdm.silogroup.org/data/derivative_storage/RES.csv'.
[2025-10-14T23:59:11.705547] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RES'.
[2025-10-14T23:59:11.705879] [INFO ] [FORECASTER] Starting predict_future for RES
[2025-10-14T23:59:11.730083] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:11.730767] [DEBUG] [LOCAL     ] No optimal features file found for RES: ./output/feature-sets/RES.txt
[2025-10-14T23:59:11.730820] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:11.730853] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:11.730881] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:11.730936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:11.747611] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:11.748196] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:11.748272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:11.748305] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:11.791801] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:11.791882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:11.791917] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:11.791946] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:11.794987] [DEBUG] [FORECASTER] RES: Forecast T+1@11:T+2@11: UP (p=85.90%)
[2025-10-14T23:59:11.795227] [INFO ] [FORECASTER] Completed predict_future for RES
[2025-10-14T23:59:11.795364] [INFO ] [sig       ] RES: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:11.931778] [INFO ] [LOCAL     ] Saved forecast: RES	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RES.txt
[2025-10-14T23:59:11.931983] [INFO ] [sig       ] [1316/1812] Completed RES in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-14T23:59:11.932024] [INFO ] [sig       ] [1317/1812] Forecasting RFI...
[2025-10-14T23:59:11.932053] [INFO ] [sig       ] Generating forecast for: RFI
[2025-10-14T23:59:11.932083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFI' from 'https://tdm.silogroup.org/data/derivative_storage/RFI.csv'.
[2025-10-14T23:59:11.940694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFI'.
[2025-10-14T23:59:11.940943] [INFO ] [FORECASTER] Starting predict_future for RFI
[2025-10-14T23:59:11.965196] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:11.965893] [DEBUG] [LOCAL     ] No optimal features file found for RFI: ./output/feature-sets/RFI.txt
[2025-10-14T23:59:11.965979] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:11.966018] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:11.966046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:11.966103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:11.982856] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:11.983368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:11.983443] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:11.983476] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:12.029479] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:12.029550] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:12.029584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:12.029612] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:12.032551] [DEBUG] [FORECASTER] RFI: Forecast T+1@11:T+2@11: DOWN (p=18.09%)
[2025-10-14T23:59:12.032824] [INFO ] [FORECASTER] Completed predict_future for RFI
[2025-10-14T23:59:12.032972] [INFO ] [sig       ] RFI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:12.169353] [INFO ] [LOCAL     ] Saved forecast: RFI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RFI.txt
[2025-10-14T23:59:12.169560] [INFO ] [sig       ] [1317/1812] Completed RFI in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:12.169617] [INFO ] [sig       ] [1318/1812] Forecasting RFL...
[2025-10-14T23:59:12.169694] [INFO ] [sig       ] Generating forecast for: RFL
[2025-10-14T23:59:12.169754] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFL' from 'https://tdm.silogroup.org/data/derivative_storage/RFL.csv'.
[2025-10-14T23:59:12.179558] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'RFL'.
[2025-10-14T23:59:12.179951] [INFO ] [FORECASTER] Starting predict_future for RFL
[2025-10-14T23:59:12.207050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:12.207819] [DEBUG] [LOCAL     ] No optimal features file found for RFL: ./output/feature-sets/RFL.txt
[2025-10-14T23:59:12.207876] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:12.207910] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:12.207939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:12.207996] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:12.226892] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:12.227497] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:12.227604] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:12.227683] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:12.280563] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:12.280729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:12.280777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:12.280808] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:12.284330] [DEBUG] [FORECASTER] RFL: Forecast T+1@11:T+2@11: UP (p=75.49%)
[2025-10-14T23:59:12.284616] [INFO ] [FORECASTER] Completed predict_future for RFL
[2025-10-14T23:59:12.284798] [INFO ] [sig       ] RFL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:12.442370] [INFO ] [LOCAL     ] Saved forecast: RFL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RFL.txt
[2025-10-14T23:59:12.442633] [INFO ] [sig       ] [1318/1812] Completed RFL in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:12.442715] [INFO ] [sig       ] [1319/1812] Forecasting RFM...
[2025-10-14T23:59:12.442753] [INFO ] [sig       ] Generating forecast for: RFM
[2025-10-14T23:59:12.442786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFM' from 'https://tdm.silogroup.org/data/derivative_storage/RFM.csv'.
[2025-10-14T23:59:12.452230] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFM'.
[2025-10-14T23:59:12.452531] [INFO ] [FORECASTER] Starting predict_future for RFM
[2025-10-14T23:59:12.480078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:12.480923] [DEBUG] [LOCAL     ] No optimal features file found for RFM: ./output/feature-sets/RFM.txt
[2025-10-14T23:59:12.480982] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:12.481018] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:12.481046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:12.481104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:12.499857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:12.500455] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:12.500537] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:12.500571] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:12.546456] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:12.546593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:12.546692] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:12.546790] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:12.551446] [DEBUG] [FORECASTER] RFM: Forecast T+1@11:T+2@11: DOWN (p=5.36%)
[2025-10-14T23:59:12.551895] [INFO ] [FORECASTER] Completed predict_future for RFM
[2025-10-14T23:59:12.552067] [INFO ] [sig       ] RFM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:12.689749] [INFO ] [LOCAL     ] Saved forecast: RFM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RFM.txt
[2025-10-14T23:59:12.689957] [INFO ] [sig       ] [1319/1812] Completed RFM in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:12.689999] [INFO ] [sig       ] [1320/1812] Forecasting RFMZ...
[2025-10-14T23:59:12.690030] [INFO ] [sig       ] Generating forecast for: RFMZ
[2025-10-14T23:59:12.690060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RFMZ.csv'.
[2025-10-14T23:59:12.699480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFMZ'.
[2025-10-14T23:59:12.699854] [INFO ] [FORECASTER] Starting predict_future for RFMZ
[2025-10-14T23:59:12.724351] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:12.725034] [DEBUG] [LOCAL     ] No optimal features file found for RFMZ: ./output/feature-sets/RFMZ.txt
[2025-10-14T23:59:12.725086] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:12.725118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:12.725147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:12.725203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:12.742211] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:12.742829] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:12.742943] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:12.742983] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:12.785067] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:12.785176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:12.785213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:12.785241] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:12.788413] [DEBUG] [FORECASTER] RFMZ: Forecast T+1@11:T+2@11: UP (p=92.20%)
[2025-10-14T23:59:12.788733] [INFO ] [FORECASTER] Completed predict_future for RFMZ
[2025-10-14T23:59:12.788895] [INFO ] [sig       ] RFMZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:12.928599] [INFO ] [LOCAL     ] Saved forecast: RFMZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RFMZ.txt
[2025-10-14T23:59:12.928884] [INFO ] [sig       ] [1320/1812] Completed RFMZ in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:12.928937] [INFO ] [sig       ] [1321/1812] Forecasting RGT...
[2025-10-14T23:59:12.928968] [INFO ] [sig       ] Generating forecast for: RGT
[2025-10-14T23:59:12.928999] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RGT' from 'https://tdm.silogroup.org/data/derivative_storage/RGT.csv'.
[2025-10-14T23:59:12.941765] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RGT'.
[2025-10-14T23:59:12.942334] [INFO ] [FORECASTER] Starting predict_future for RGT
[2025-10-14T23:59:12.967770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:12.969460] [DEBUG] [LOCAL     ] No optimal features file found for RGT: ./output/feature-sets/RGT.txt
[2025-10-14T23:59:12.969611] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:12.969676] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:12.969728] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:12.969793] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:12.988228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:12.988944] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:12.989034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:12.989073] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:13.032170] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:13.032275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:13.032312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:13.032341] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:13.035767] [DEBUG] [FORECASTER] RGT: Forecast T+1@11:T+2@11: DOWN (p=7.98%)
[2025-10-14T23:59:13.036041] [INFO ] [FORECASTER] Completed predict_future for RGT
[2025-10-14T23:59:13.036189] [INFO ] [sig       ] RGT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:13.182244] [INFO ] [LOCAL     ] Saved forecast: RGT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RGT.txt
[2025-10-14T23:59:13.182546] [INFO ] [sig       ] [1321/1812] Completed RGT in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:13.182590] [INFO ] [sig       ] [1322/1812] Forecasting RHP...
[2025-10-14T23:59:13.182621] [INFO ] [sig       ] Generating forecast for: RHP
[2025-10-14T23:59:13.182682] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RHP' from 'https://tdm.silogroup.org/data/derivative_storage/RHP.csv'.
[2025-10-14T23:59:13.192269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RHP'.
[2025-10-14T23:59:13.192553] [INFO ] [FORECASTER] Starting predict_future for RHP
[2025-10-14T23:59:13.218769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:13.219495] [DEBUG] [LOCAL     ] No optimal features file found for RHP: ./output/feature-sets/RHP.txt
[2025-10-14T23:59:13.219550] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:13.219585] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:13.219613] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:13.219692] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:13.237785] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:13.238376] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:13.238459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:13.238514] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:13.281856] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:13.281977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:13.282044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:13.282092] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:13.285969] [DEBUG] [FORECASTER] RHP: Forecast T+1@11:T+2@11: DOWN (p=45.27%)
[2025-10-14T23:59:13.286235] [INFO ] [FORECASTER] Completed predict_future for RHP
[2025-10-14T23:59:13.286366] [INFO ] [sig       ] RHP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:13.429510] [INFO ] [LOCAL     ] Saved forecast: RHP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RHP.txt
[2025-10-14T23:59:13.429782] [INFO ] [sig       ] [1322/1812] Completed RHP in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:13.429841] [INFO ] [sig       ] [1323/1812] Forecasting RIG...
[2025-10-14T23:59:13.429875] [INFO ] [sig       ] Generating forecast for: RIG
[2025-10-14T23:59:13.429906] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RIG' from 'https://tdm.silogroup.org/data/derivative_storage/RIG.csv'.
[2025-10-14T23:59:13.438906] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RIG'.
[2025-10-14T23:59:13.439247] [INFO ] [FORECASTER] Starting predict_future for RIG
[2025-10-14T23:59:13.464429] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:13.465200] [DEBUG] [LOCAL     ] No optimal features file found for RIG: ./output/feature-sets/RIG.txt
[2025-10-14T23:59:13.465255] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:13.465288] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:13.465316] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:13.465371] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:13.482752] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:13.483289] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:13.483371] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:13.483404] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:13.524037] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:13.524148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:13.524187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:13.524216] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:13.528228] [DEBUG] [FORECASTER] RIG: Forecast T+1@11:T+2@11: DOWN (p=6.87%)
[2025-10-14T23:59:13.528486] [INFO ] [FORECASTER] Completed predict_future for RIG
[2025-10-14T23:59:13.528621] [INFO ] [sig       ] RIG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:13.667579] [INFO ] [LOCAL     ] Saved forecast: RIG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RIG.txt
[2025-10-14T23:59:13.667901] [INFO ] [sig       ] [1323/1812] Completed RIG in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:13.667956] [INFO ] [sig       ] [1324/1812] Forecasting RLTY...
[2025-10-14T23:59:13.667988] [INFO ] [sig       ] Generating forecast for: RLTY
[2025-10-14T23:59:13.668020] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RLTY' from 'https://tdm.silogroup.org/data/derivative_storage/RLTY.csv'.
[2025-10-14T23:59:13.677372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RLTY'.
[2025-10-14T23:59:13.677703] [INFO ] [FORECASTER] Starting predict_future for RLTY
[2025-10-14T23:59:13.702551] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:13.703339] [DEBUG] [LOCAL     ] No optimal features file found for RLTY: ./output/feature-sets/RLTY.txt
[2025-10-14T23:59:13.703394] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:13.703429] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:13.703458] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:13.703515] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:13.720264] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:13.720856] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:13.720938] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:13.720972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:13.762021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:13.762206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:13.762249] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:13.762280] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:13.765775] [DEBUG] [FORECASTER] RLTY: Forecast T+1@11:T+2@11: UP (p=90.81%)
[2025-10-14T23:59:13.766040] [INFO ] [FORECASTER] Completed predict_future for RLTY
[2025-10-14T23:59:13.766176] [INFO ] [sig       ] RLTY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:13.918527] [INFO ] [LOCAL     ] Saved forecast: RLTY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RLTY.txt
[2025-10-14T23:59:13.918789] [INFO ] [sig       ] [1324/1812] Completed RLTY in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:13.918860] [INFO ] [sig       ] [1325/1812] Forecasting RLX...
[2025-10-14T23:59:13.918895] [INFO ] [sig       ] Generating forecast for: RLX
[2025-10-14T23:59:13.918925] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RLX' from 'https://tdm.silogroup.org/data/derivative_storage/RLX.csv'.
[2025-10-14T23:59:13.927927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RLX'.
[2025-10-14T23:59:13.928236] [INFO ] [FORECASTER] Starting predict_future for RLX
[2025-10-14T23:59:13.956125] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:13.956876] [DEBUG] [LOCAL     ] No optimal features file found for RLX: ./output/feature-sets/RLX.txt
[2025-10-14T23:59:13.956930] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:13.956964] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:13.956994] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:13.957052] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:13.976198] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:13.976848] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:13.976953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:13.976989] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:14.022019] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:14.022195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:14.022274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:14.022329] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:14.025955] [DEBUG] [FORECASTER] RLX: Forecast T+1@11:T+2@11: UP (p=72.63%)
[2025-10-14T23:59:14.026349] [INFO ] [FORECASTER] Completed predict_future for RLX
[2025-10-14T23:59:14.026509] [INFO ] [sig       ] RLX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:14.182520] [INFO ] [LOCAL     ] Saved forecast: RLX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RLX.txt
[2025-10-14T23:59:14.182830] [INFO ] [sig       ] [1325/1812] Completed RLX in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:14.182892] [INFO ] [sig       ] [1326/1812] Forecasting RM...
[2025-10-14T23:59:14.182928] [INFO ] [sig       ] Generating forecast for: RM
[2025-10-14T23:59:14.182962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RM' from 'https://tdm.silogroup.org/data/derivative_storage/RM.csv'.
[2025-10-14T23:59:14.195547] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RM'.
[2025-10-14T23:59:14.195942] [INFO ] [FORECASTER] Starting predict_future for RM
[2025-10-14T23:59:14.226442] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:14.227731] [DEBUG] [LOCAL     ] No optimal features file found for RM: ./output/feature-sets/RM.txt
[2025-10-14T23:59:14.227807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:14.227867] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:14.227922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:14.228020] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:14.257679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:14.258801] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:14.258899] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:14.258933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:14.302550] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:14.302787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:14.302840] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:14.302872] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:14.306762] [DEBUG] [FORECASTER] RM: Forecast T+1@11:T+2@11: DOWN (p=12.66%)
[2025-10-14T23:59:14.307118] [INFO ] [FORECASTER] Completed predict_future for RM
[2025-10-14T23:59:14.307283] [INFO ] [sig       ] RM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:14.450172] [INFO ] [LOCAL     ] Saved forecast: RM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RM.txt
[2025-10-14T23:59:14.450388] [INFO ] [sig       ] [1326/1812] Completed RM in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:14.450470] [INFO ] [sig       ] [1327/1812] Forecasting RMMZ...
[2025-10-14T23:59:14.450509] [INFO ] [sig       ] Generating forecast for: RMMZ
[2025-10-14T23:59:14.450541] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RMMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RMMZ.csv'.
[2025-10-14T23:59:14.460008] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RMMZ'.
[2025-10-14T23:59:14.460278] [INFO ] [FORECASTER] Starting predict_future for RMMZ
[2025-10-14T23:59:14.486867] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:14.487711] [DEBUG] [LOCAL     ] No optimal features file found for RMMZ: ./output/feature-sets/RMMZ.txt
[2025-10-14T23:59:14.487765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:14.487802] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:14.487830] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:14.487885] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:14.504887] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:14.505436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:14.505513] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:14.505545] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:14.546945] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:14.547138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:14.547182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:14.547214] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:14.551056] [DEBUG] [FORECASTER] RMMZ: Forecast T+1@11:T+2@11: UP (p=85.11%)
[2025-10-14T23:59:14.551350] [INFO ] [FORECASTER] Completed predict_future for RMMZ
[2025-10-14T23:59:14.551505] [INFO ] [sig       ] RMMZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:14.691362] [INFO ] [LOCAL     ] Saved forecast: RMMZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RMMZ.txt
[2025-10-14T23:59:14.691551] [INFO ] [sig       ] [1327/1812] Completed RMMZ in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:14.691591] [INFO ] [sig       ] [1328/1812] Forecasting RMT...
[2025-10-14T23:59:14.691622] [INFO ] [sig       ] Generating forecast for: RMT
[2025-10-14T23:59:14.691682] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RMT' from 'https://tdm.silogroup.org/data/derivative_storage/RMT.csv'.
[2025-10-14T23:59:14.701047] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RMT'.
[2025-10-14T23:59:14.701331] [INFO ] [FORECASTER] Starting predict_future for RMT
[2025-10-14T23:59:14.725518] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:14.726221] [DEBUG] [LOCAL     ] No optimal features file found for RMT: ./output/feature-sets/RMT.txt
[2025-10-14T23:59:14.726286] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:14.726339] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:14.726369] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:14.726426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:14.743293] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:14.743868] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:14.743945] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:14.743979] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:14.786333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:14.786424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:14.786460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:14.786488] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:14.789601] [DEBUG] [FORECASTER] RMT: Forecast T+1@11:T+2@11: UP (p=98.23%)
[2025-10-14T23:59:14.789882] [INFO ] [FORECASTER] Completed predict_future for RMT
[2025-10-14T23:59:14.790014] [INFO ] [sig       ] RMT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:14.929785] [INFO ] [LOCAL     ] Saved forecast: RMT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RMT.txt
[2025-10-14T23:59:14.929994] [INFO ] [sig       ] [1328/1812] Completed RMT in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:14.930036] [INFO ] [sig       ] [1329/1812] Forecasting RNP...
[2025-10-14T23:59:14.930066] [INFO ] [sig       ] Generating forecast for: RNP
[2025-10-14T23:59:14.930096] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RNP' from 'https://tdm.silogroup.org/data/derivative_storage/RNP.csv'.
[2025-10-14T23:59:14.939115] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RNP'.
[2025-10-14T23:59:14.939529] [INFO ] [FORECASTER] Starting predict_future for RNP
[2025-10-14T23:59:14.966994] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:14.967833] [DEBUG] [LOCAL     ] No optimal features file found for RNP: ./output/feature-sets/RNP.txt
[2025-10-14T23:59:14.967888] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:14.967923] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:14.967951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:14.968008] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:14.991663] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:14.992728] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:14.992835] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:14.992882] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:15.039290] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:15.039473] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:15.039515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:15.039546] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:15.043025] [DEBUG] [FORECASTER] RNP: Forecast T+1@11:T+2@11: UP (p=99.86%)
[2025-10-14T23:59:15.043294] [INFO ] [FORECASTER] Completed predict_future for RNP
[2025-10-14T23:59:15.043441] [INFO ] [sig       ] RNP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:15.194950] [INFO ] [LOCAL     ] Saved forecast: RNP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RNP.txt
[2025-10-14T23:59:15.195223] [INFO ] [sig       ] [1329/1812] Completed RNP in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:15.195280] [INFO ] [sig       ] [1330/1812] Forecasting RPT...
[2025-10-14T23:59:15.195314] [INFO ] [sig       ] Generating forecast for: RPT
[2025-10-14T23:59:15.195348] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RPT' from 'https://tdm.silogroup.org/data/derivative_storage/RPT.csv'.
[2025-10-14T23:59:15.204577] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RPT'.
[2025-10-14T23:59:15.204889] [INFO ] [FORECASTER] Starting predict_future for RPT
[2025-10-14T23:59:15.231762] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:15.232674] [DEBUG] [LOCAL     ] No optimal features file found for RPT: ./output/feature-sets/RPT.txt
[2025-10-14T23:59:15.232734] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:15.232769] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:15.232799] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:15.232857] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:15.253695] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:15.254307] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:15.254390] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:15.254426] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:15.298803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:15.298940] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:15.298981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:15.299012] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:15.302787] [DEBUG] [FORECASTER] RPT: Forecast T+1@11:T+2@11: UP (p=87.58%)
[2025-10-14T23:59:15.303064] [INFO ] [FORECASTER] Completed predict_future for RPT
[2025-10-14T23:59:15.303219] [INFO ] [sig       ] RPT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:15.452764] [INFO ] [LOCAL     ] Saved forecast: RPT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RPT.txt
[2025-10-14T23:59:15.453014] [INFO ] [sig       ] [1330/1812] Completed RPT in 0.3s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:15.453057] [INFO ] [sig       ] [1331/1812] Forecasting RSF...
[2025-10-14T23:59:15.453087] [INFO ] [sig       ] Generating forecast for: RSF
[2025-10-14T23:59:15.453118] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RSF' from 'https://tdm.silogroup.org/data/derivative_storage/RSF.csv'.
[2025-10-14T23:59:15.461763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RSF'.
[2025-10-14T23:59:15.462025] [INFO ] [FORECASTER] Starting predict_future for RSF
[2025-10-14T23:59:15.486785] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:15.487449] [DEBUG] [LOCAL     ] No optimal features file found for RSF: ./output/feature-sets/RSF.txt
[2025-10-14T23:59:15.487502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:15.487535] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:15.487563] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:15.487618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:15.505153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:15.505721] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:15.505800] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:15.505834] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:15.540434] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:15.540533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:15.540570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:15.540598] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:15.543789] [DEBUG] [FORECASTER] RSF: Forecast T+1@11:T+2@11: DOWN (p=13.98%)
[2025-10-14T23:59:15.544064] [INFO ] [FORECASTER] Completed predict_future for RSF
[2025-10-14T23:59:15.544196] [INFO ] [sig       ] RSF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:15.688379] [INFO ] [LOCAL     ] Saved forecast: RSF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RSF.txt
[2025-10-14T23:59:15.688610] [INFO ] [sig       ] [1331/1812] Completed RSF in 0.2s | 4.23 sym/s | Total: 5.2m | ETA: 1.9m
[2025-10-14T23:59:15.688679] [INFO ] [sig       ] [1332/1812] Forecasting RSKD...
[2025-10-14T23:59:15.688739] [INFO ] [sig       ] Generating forecast for: RSKD
[2025-10-14T23:59:15.688777] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RSKD' from 'https://tdm.silogroup.org/data/derivative_storage/RSKD.csv'.
[2025-10-14T23:59:15.697170] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RSKD'.
[2025-10-14T23:59:15.697435] [INFO ] [FORECASTER] Starting predict_future for RSKD
[2025-10-14T23:59:15.721834] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:15.722475] [DEBUG] [LOCAL     ] No optimal features file found for RSKD: ./output/feature-sets/RSKD.txt
[2025-10-14T23:59:15.722527] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:15.722558] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:15.722585] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:15.722661] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:15.740116] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:15.740663] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:15.740747] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:15.740782] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:15.774586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:15.774689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:15.774738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:15.774769] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:15.777872] [DEBUG] [FORECASTER] RSKD: Forecast T+1@11:T+2@11: DOWN (p=11.70%)
[2025-10-14T23:59:15.778145] [INFO ] [FORECASTER] Completed predict_future for RSKD
[2025-10-14T23:59:15.778289] [INFO ] [sig       ] RSKD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:15.977425] [INFO ] [LOCAL     ] Saved forecast: RSKD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RSKD.txt
[2025-10-14T23:59:15.977664] [INFO ] [sig       ] [1332/1812] Completed RSKD in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:15.977726] [INFO ] [sig       ] [1333/1812] Forecasting RWT...
[2025-10-14T23:59:15.977773] [INFO ] [sig       ] Generating forecast for: RWT
[2025-10-14T23:59:15.977837] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RWT' from 'https://tdm.silogroup.org/data/derivative_storage/RWT.csv'.
[2025-10-14T23:59:15.987272] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RWT'.
[2025-10-14T23:59:15.987551] [INFO ] [FORECASTER] Starting predict_future for RWT
[2025-10-14T23:59:16.012117] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:16.012804] [DEBUG] [LOCAL     ] No optimal features file found for RWT: ./output/feature-sets/RWT.txt
[2025-10-14T23:59:16.012859] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:16.012891] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:16.012919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:16.013023] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:16.030032] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:16.030546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:16.030623] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:16.030689] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:16.065742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:16.065829] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:16.065864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:16.065893] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:16.069025] [DEBUG] [FORECASTER] RWT: Forecast T+1@11:T+2@11: DOWN (p=3.98%)
[2025-10-14T23:59:16.069280] [INFO ] [FORECASTER] Completed predict_future for RWT
[2025-10-14T23:59:16.069412] [INFO ] [sig       ] RWT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:16.211561] [INFO ] [LOCAL     ] Saved forecast: RWT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/RWT.txt
[2025-10-14T23:59:16.211800] [INFO ] [sig       ] [1333/1812] Completed RWT in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:16.211860] [INFO ] [sig       ] [1334/1812] Forecasting RYN...
[2025-10-14T23:59:16.211893] [INFO ] [sig       ] Generating forecast for: RYN
[2025-10-14T23:59:16.211926] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RYN' from 'https://tdm.silogroup.org/data/derivative_storage/RYN.csv'.
[2025-10-14T23:59:16.220402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RYN'.
[2025-10-14T23:59:16.220677] [INFO ] [FORECASTER] Starting predict_future for RYN
[2025-10-14T23:59:16.244820] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:16.245454] [DEBUG] [LOCAL     ] No optimal features file found for RYN: ./output/feature-sets/RYN.txt
[2025-10-14T23:59:16.245506] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:16.245538] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:16.245566] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:16.245621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:16.262328] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:16.262893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:16.262973] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:16.263006] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:16.296956] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:16.297029] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:16.297064] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:16.297093] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:16.300065] [DEBUG] [FORECASTER] RYN: Forecast T+1@11:T+2@11: UP (p=81.25%)
[2025-10-14T23:59:16.300307] [INFO ] [FORECASTER] Completed predict_future for RYN
[2025-10-14T23:59:16.300436] [INFO ] [sig       ] RYN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:16.435915] [INFO ] [LOCAL     ] Saved forecast: RYN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RYN.txt
[2025-10-14T23:59:16.436133] [INFO ] [sig       ] [1334/1812] Completed RYN in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:16.436176] [INFO ] [sig       ] [1335/1812] Forecasting RZC...
[2025-10-14T23:59:16.436207] [INFO ] [sig       ] Generating forecast for: RZC
[2025-10-14T23:59:16.436236] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RZC' from 'https://tdm.silogroup.org/data/derivative_storage/RZC.csv'.
[2025-10-14T23:59:16.444761] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RZC'.
[2025-10-14T23:59:16.445013] [INFO ] [FORECASTER] Starting predict_future for RZC
[2025-10-14T23:59:16.469251] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:16.469948] [DEBUG] [LOCAL     ] No optimal features file found for RZC: ./output/feature-sets/RZC.txt
[2025-10-14T23:59:16.470001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:16.470035] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:16.470062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:16.470118] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:16.486837] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:16.487350] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:16.487456] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:16.487490] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:16.522175] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:16.522248] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:16.522283] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:16.522311] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:16.525212] [DEBUG] [FORECASTER] RZC: Forecast T+1@11:T+2@11: UP (p=50.67%)
[2025-10-14T23:59:16.525452] [INFO ] [FORECASTER] Completed predict_future for RZC
[2025-10-14T23:59:16.525581] [INFO ] [sig       ] RZC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:16.662874] [INFO ] [LOCAL     ] Saved forecast: RZC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/RZC.txt
[2025-10-14T23:59:16.663110] [INFO ] [sig       ] [1335/1812] Completed RZC in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:16.663156] [INFO ] [sig       ] [1336/1812] Forecasting S...
[2025-10-14T23:59:16.663188] [INFO ] [sig       ] Generating forecast for: S
[2025-10-14T23:59:16.663222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'S' from 'https://tdm.silogroup.org/data/derivative_storage/S.csv'.
[2025-10-14T23:59:16.672391] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'S'.
[2025-10-14T23:59:16.672806] [INFO ] [FORECASTER] Starting predict_future for S
[2025-10-14T23:59:16.703862] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:16.704844] [DEBUG] [LOCAL     ] No optimal features file found for S: ./output/feature-sets/S.txt
[2025-10-14T23:59:16.704924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:16.704978] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:16.705011] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:16.705070] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:16.725122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:16.725749] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:16.725831] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:16.725865] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:16.763828] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:16.763912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:16.764312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:16.764345] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:16.768009] [DEBUG] [FORECASTER] S: Forecast T+1@11:T+2@11: DOWN (p=41.99%)
[2025-10-14T23:59:16.768298] [INFO ] [FORECASTER] Completed predict_future for S
[2025-10-14T23:59:16.768436] [INFO ] [sig       ] S: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:16.919116] [INFO ] [LOCAL     ] Saved forecast: S	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/S.txt
[2025-10-14T23:59:16.919404] [INFO ] [sig       ] [1336/1812] Completed S in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:16.919468] [INFO ] [sig       ] [1337/1812] Forecasting SA...
[2025-10-14T23:59:16.919502] [INFO ] [sig       ] Generating forecast for: SA
[2025-10-14T23:59:16.919533] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SA' from 'https://tdm.silogroup.org/data/derivative_storage/SA.csv'.
[2025-10-14T23:59:16.928393] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SA'.
[2025-10-14T23:59:16.928755] [INFO ] [FORECASTER] Starting predict_future for SA
[2025-10-14T23:59:16.956112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:16.956843] [DEBUG] [LOCAL     ] No optimal features file found for SA: ./output/feature-sets/SA.txt
[2025-10-14T23:59:16.956923] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:16.956962] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:16.956994] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:16.957053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:16.975517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:16.976175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:16.976262] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:16.976297] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:17.017166] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:17.017299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:17.017340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:17.017371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:17.021072] [DEBUG] [FORECASTER] SA: Forecast T+1@11:T+2@11: UP (p=84.34%)
[2025-10-14T23:59:17.021337] [INFO ] [FORECASTER] Completed predict_future for SA
[2025-10-14T23:59:17.021478] [INFO ] [sig       ] SA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:17.182150] [INFO ] [LOCAL     ] Saved forecast: SA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SA.txt
[2025-10-14T23:59:17.182392] [INFO ] [sig       ] [1337/1812] Completed SA in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:17.182436] [INFO ] [sig       ] [1338/1812] Forecasting SABA...
[2025-10-14T23:59:17.182468] [INFO ] [sig       ] Generating forecast for: SABA
[2025-10-14T23:59:17.182514] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SABA' from 'https://tdm.silogroup.org/data/derivative_storage/SABA.csv'.
[2025-10-14T23:59:17.191621] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SABA'.
[2025-10-14T23:59:17.191938] [INFO ] [FORECASTER] Starting predict_future for SABA
[2025-10-14T23:59:17.219112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:17.219941] [DEBUG] [LOCAL     ] No optimal features file found for SABA: ./output/feature-sets/SABA.txt
[2025-10-14T23:59:17.219997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:17.220032] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:17.220060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:17.220119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:17.239030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:17.239722] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:17.239811] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:17.239846] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:17.282747] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:17.282935] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:17.282997] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:17.283031] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:17.286822] [DEBUG] [FORECASTER] SABA: Forecast T+1@11:T+2@11: UP (p=94.25%)
[2025-10-14T23:59:17.287099] [INFO ] [FORECASTER] Completed predict_future for SABA
[2025-10-14T23:59:17.287243] [INFO ] [sig       ] SABA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:17.438722] [INFO ] [LOCAL     ] Saved forecast: SABA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SABA.txt
[2025-10-14T23:59:17.438999] [INFO ] [sig       ] [1338/1812] Completed SABA in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:17.439070] [INFO ] [sig       ] [1339/1812] Forecasting SAFE...
[2025-10-14T23:59:17.439113] [INFO ] [sig       ] Generating forecast for: SAFE
[2025-10-14T23:59:17.439158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAFE' from 'https://tdm.silogroup.org/data/derivative_storage/SAFE.csv'.
[2025-10-14T23:59:17.448309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAFE'.
[2025-10-14T23:59:17.448619] [INFO ] [FORECASTER] Starting predict_future for SAFE
[2025-10-14T23:59:17.475607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:17.476374] [DEBUG] [LOCAL     ] No optimal features file found for SAFE: ./output/feature-sets/SAFE.txt
[2025-10-14T23:59:17.476446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:17.476506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:17.476541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:17.476600] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:17.496295] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:17.496935] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:17.497035] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:17.497083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:17.540363] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:17.540464] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:17.540503] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:17.540533] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:17.543757] [DEBUG] [FORECASTER] SAFE: Forecast T+1@11:T+2@11: UP (p=63.64%)
[2025-10-14T23:59:17.544015] [INFO ] [FORECASTER] Completed predict_future for SAFE
[2025-10-14T23:59:17.544172] [INFO ] [sig       ] SAFE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:17.681906] [INFO ] [LOCAL     ] Saved forecast: SAFE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SAFE.txt
[2025-10-14T23:59:17.682170] [INFO ] [sig       ] [1339/1812] Completed SAFE in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:17.682219] [INFO ] [sig       ] [1340/1812] Forecasting SAH...
[2025-10-14T23:59:17.682250] [INFO ] [sig       ] Generating forecast for: SAH
[2025-10-14T23:59:17.682281] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAH' from 'https://tdm.silogroup.org/data/derivative_storage/SAH.csv'.
[2025-10-14T23:59:17.690922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAH'.
[2025-10-14T23:59:17.691176] [INFO ] [FORECASTER] Starting predict_future for SAH
[2025-10-14T23:59:17.715414] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:17.716136] [DEBUG] [LOCAL     ] No optimal features file found for SAH: ./output/feature-sets/SAH.txt
[2025-10-14T23:59:17.716190] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:17.716222] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:17.716251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:17.716306] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:17.733159] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:17.733735] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:17.733814] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:17.733847] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:17.769732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:17.769818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:17.769852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:17.769880] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:17.772863] [DEBUG] [FORECASTER] SAH: Forecast T+1@11:T+2@11: UP (p=83.63%)
[2025-10-14T23:59:17.773128] [INFO ] [FORECASTER] Completed predict_future for SAH
[2025-10-14T23:59:17.773266] [INFO ] [sig       ] SAH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:17.909456] [INFO ] [LOCAL     ] Saved forecast: SAH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SAH.txt
[2025-10-14T23:59:17.909678] [INFO ] [sig       ] [1340/1812] Completed SAH in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:17.909738] [INFO ] [sig       ] [1341/1812] Forecasting SAM...
[2025-10-14T23:59:17.909775] [INFO ] [sig       ] Generating forecast for: SAM
[2025-10-14T23:59:17.909806] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAM' from 'https://tdm.silogroup.org/data/derivative_storage/SAM.csv'.
[2025-10-14T23:59:17.917889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAM'.
[2025-10-14T23:59:17.918160] [INFO ] [FORECASTER] Starting predict_future for SAM
[2025-10-14T23:59:17.942247] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:17.942955] [DEBUG] [LOCAL     ] No optimal features file found for SAM: ./output/feature-sets/SAM.txt
[2025-10-14T23:59:17.943008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:17.943040] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:17.943067] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:17.943125] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:17.960061] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:17.960584] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:17.960681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:17.960735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:17.995299] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:17.995374] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:17.995409] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:17.995437] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:17.998435] [DEBUG] [FORECASTER] SAM: Forecast T+1@11:T+2@11: DOWN (p=37.81%)
[2025-10-14T23:59:17.998715] [INFO ] [FORECASTER] Completed predict_future for SAM
[2025-10-14T23:59:17.998864] [INFO ] [sig       ] SAM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:18.135189] [INFO ] [LOCAL     ] Saved forecast: SAM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SAM.txt
[2025-10-14T23:59:18.135391] [INFO ] [sig       ] [1341/1812] Completed SAM in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:18.135433] [INFO ] [sig       ] [1342/1812] Forecasting SAN...
[2025-10-14T23:59:18.135464] [INFO ] [sig       ] Generating forecast for: SAN
[2025-10-14T23:59:18.135494] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAN' from 'https://tdm.silogroup.org/data/derivative_storage/SAN.csv'.
[2025-10-14T23:59:18.143943] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAN'.
[2025-10-14T23:59:18.144183] [INFO ] [FORECASTER] Starting predict_future for SAN
[2025-10-14T23:59:18.168307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:18.169002] [DEBUG] [LOCAL     ] No optimal features file found for SAN: ./output/feature-sets/SAN.txt
[2025-10-14T23:59:18.169055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:18.169088] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:18.169115] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:18.169176] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:18.186128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:18.186660] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:18.186742] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:18.186792] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:18.228034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:18.228144] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:18.228188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:18.228218] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:18.231187] [DEBUG] [FORECASTER] SAN: Forecast T+1@11:T+2@11: UP (p=82.11%)
[2025-10-14T23:59:18.231432] [INFO ] [FORECASTER] Completed predict_future for SAN
[2025-10-14T23:59:18.231563] [INFO ] [sig       ] SAN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:18.367360] [INFO ] [LOCAL     ] Saved forecast: SAN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SAN.txt
[2025-10-14T23:59:18.367554] [INFO ] [sig       ] [1342/1812] Completed SAN in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-14T23:59:18.367595] [INFO ] [sig       ] [1343/1812] Forecasting SAND...
[2025-10-14T23:59:18.367626] [INFO ] [sig       ] Generating forecast for: SAND
[2025-10-14T23:59:18.367696] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAND' from 'https://tdm.silogroup.org/data/derivative_storage/SAND.csv'.
[2025-10-14T23:59:18.376064] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAND'.
[2025-10-14T23:59:18.376359] [INFO ] [FORECASTER] Starting predict_future for SAND
[2025-10-14T23:59:18.400516] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:18.401190] [DEBUG] [LOCAL     ] No optimal features file found for SAND: ./output/feature-sets/SAND.txt
[2025-10-14T23:59:18.401244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:18.401276] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:18.401303] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:18.401359] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:18.418445] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:18.419015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:18.419090] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:18.419124] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:18.454538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:18.454609] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:18.454667] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:18.454719] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:18.457615] [DEBUG] [FORECASTER] SAND: Forecast T+1@11:T+2@11: UP (p=99.34%)
[2025-10-14T23:59:18.457883] [INFO ] [FORECASTER] Completed predict_future for SAND
[2025-10-14T23:59:18.458021] [INFO ] [sig       ] SAND: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:18.594998] [INFO ] [LOCAL     ] Saved forecast: SAND	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SAND.txt
[2025-10-14T23:59:18.595193] [INFO ] [sig       ] [1343/1812] Completed SAND in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:18.595235] [INFO ] [sig       ] [1344/1812] Forecasting SAP...
[2025-10-14T23:59:18.595266] [INFO ] [sig       ] Generating forecast for: SAP
[2025-10-14T23:59:18.595297] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAP' from 'https://tdm.silogroup.org/data/derivative_storage/SAP.csv'.
[2025-10-14T23:59:18.603486] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAP'.
[2025-10-14T23:59:18.603750] [INFO ] [FORECASTER] Starting predict_future for SAP
[2025-10-14T23:59:18.628057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:18.628800] [DEBUG] [LOCAL     ] No optimal features file found for SAP: ./output/feature-sets/SAP.txt
[2025-10-14T23:59:18.628873] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:18.628914] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:18.628948] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:18.629015] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:18.645733] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:18.646248] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:18.646322] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:18.646355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:18.683384] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:18.683455] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:18.683489] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:18.683518] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:18.686460] [DEBUG] [FORECASTER] SAP: Forecast T+1@11:T+2@11: UP (p=87.29%)
[2025-10-14T23:59:18.686739] [INFO ] [FORECASTER] Completed predict_future for SAP
[2025-10-14T23:59:18.686883] [INFO ] [sig       ] SAP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:18.823607] [INFO ] [LOCAL     ] Saved forecast: SAP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SAP.txt
[2025-10-14T23:59:18.823827] [INFO ] [sig       ] [1344/1812] Completed SAP in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:18.823878] [INFO ] [sig       ] [1345/1812] Forecasting SAR...
[2025-10-14T23:59:18.823909] [INFO ] [sig       ] Generating forecast for: SAR
[2025-10-14T23:59:18.823940] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAR' from 'https://tdm.silogroup.org/data/derivative_storage/SAR.csv'.
[2025-10-14T23:59:18.835840] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAR'.
[2025-10-14T23:59:18.836093] [INFO ] [FORECASTER] Starting predict_future for SAR
[2025-10-14T23:59:18.860497] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:18.861209] [DEBUG] [LOCAL     ] No optimal features file found for SAR: ./output/feature-sets/SAR.txt
[2025-10-14T23:59:18.861261] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:18.861294] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:18.861322] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:18.861381] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:18.878128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:18.878689] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:18.878767] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:18.878802] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:18.913551] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:18.913624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:18.913693] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:18.913735] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:18.916661] [DEBUG] [FORECASTER] SAR: Forecast T+1@11:T+2@11: DOWN (p=20.43%)
[2025-10-14T23:59:18.916917] [INFO ] [FORECASTER] Completed predict_future for SAR
[2025-10-14T23:59:18.917048] [INFO ] [sig       ] SAR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:19.052503] [INFO ] [LOCAL     ] Saved forecast: SAR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SAR.txt
[2025-10-14T23:59:19.052738] [INFO ] [sig       ] [1345/1812] Completed SAR in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:19.052797] [INFO ] [sig       ] [1346/1812] Forecasting SARO...
[2025-10-14T23:59:19.052830] [INFO ] [sig       ] Generating forecast for: SARO
[2025-10-14T23:59:19.052870] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SARO' from 'https://tdm.silogroup.org/data/derivative_storage/SARO.csv'.
[2025-10-14T23:59:19.061353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SARO'.
[2025-10-14T23:59:19.061593] [INFO ] [FORECASTER] Starting predict_future for SARO
[2025-10-14T23:59:19.085626] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:19.086319] [DEBUG] [LOCAL     ] No optimal features file found for SARO: ./output/feature-sets/SARO.txt
[2025-10-14T23:59:19.086372] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:19.086403] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:19.086477] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:19.086544] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:19.103276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:19.103820] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:19.103895] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:19.103929] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:19.145362] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:19.145443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:19.145477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:19.145505] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:19.148518] [DEBUG] [FORECASTER] SARO: Forecast T+1@11:T+2@11: DOWN (p=4.74%)
[2025-10-14T23:59:19.148803] [INFO ] [FORECASTER] Completed predict_future for SARO
[2025-10-14T23:59:19.148935] [INFO ] [sig       ] SARO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:19.285466] [INFO ] [LOCAL     ] Saved forecast: SARO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SARO.txt
[2025-10-14T23:59:19.285706] [INFO ] [sig       ] [1346/1812] Completed SARO in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:19.285766] [INFO ] [sig       ] [1347/1812] Forecasting SB...
[2025-10-14T23:59:19.285798] [INFO ] [sig       ] Generating forecast for: SB
[2025-10-14T23:59:19.285829] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SB' from 'https://tdm.silogroup.org/data/derivative_storage/SB.csv'.
[2025-10-14T23:59:19.294396] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SB'.
[2025-10-14T23:59:19.294639] [INFO ] [FORECASTER] Starting predict_future for SB
[2025-10-14T23:59:19.318764] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:19.319415] [DEBUG] [LOCAL     ] No optimal features file found for SB: ./output/feature-sets/SB.txt
[2025-10-14T23:59:19.319467] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:19.319500] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:19.319527] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:19.319584] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:19.336541] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:19.337086] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:19.337161] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:19.337194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:19.376983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:19.377060] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:19.377095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:19.377124] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:19.380133] [DEBUG] [FORECASTER] SB: Forecast T+1@11:T+2@11: UP (p=54.53%)
[2025-10-14T23:59:19.380375] [INFO ] [FORECASTER] Completed predict_future for SB
[2025-10-14T23:59:19.380529] [INFO ] [sig       ] SB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:19.517033] [INFO ] [LOCAL     ] Saved forecast: SB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SB.txt
[2025-10-14T23:59:19.517226] [INFO ] [sig       ] [1347/1812] Completed SB in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:19.517269] [INFO ] [sig       ] [1348/1812] Forecasting SBH...
[2025-10-14T23:59:19.517299] [INFO ] [sig       ] Generating forecast for: SBH
[2025-10-14T23:59:19.517330] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBH' from 'https://tdm.silogroup.org/data/derivative_storage/SBH.csv'.
[2025-10-14T23:59:19.526580] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBH'.
[2025-10-14T23:59:19.526939] [INFO ] [FORECASTER] Starting predict_future for SBH
[2025-10-14T23:59:19.551735] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:19.552388] [DEBUG] [LOCAL     ] No optimal features file found for SBH: ./output/feature-sets/SBH.txt
[2025-10-14T23:59:19.552442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:19.552475] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:19.552502] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:19.552560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:19.569682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:19.570226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:19.570305] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:19.570337] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:19.614547] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:19.614706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:19.614761] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:19.614794] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:19.618092] [DEBUG] [FORECASTER] SBH: Forecast T+1@11:T+2@11: UP (p=93.03%)
[2025-10-14T23:59:19.618364] [INFO ] [FORECASTER] Completed predict_future for SBH
[2025-10-14T23:59:19.618501] [INFO ] [sig       ] SBH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:19.758161] [INFO ] [LOCAL     ] Saved forecast: SBH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBH.txt
[2025-10-14T23:59:19.758407] [INFO ] [sig       ] [1348/1812] Completed SBH in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:19.758450] [INFO ] [sig       ] [1349/1812] Forecasting SBI...
[2025-10-14T23:59:19.758481] [INFO ] [sig       ] Generating forecast for: SBI
[2025-10-14T23:59:19.758511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBI' from 'https://tdm.silogroup.org/data/derivative_storage/SBI.csv'.
[2025-10-14T23:59:19.767302] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBI'.
[2025-10-14T23:59:19.767574] [INFO ] [FORECASTER] Starting predict_future for SBI
[2025-10-14T23:59:19.792317] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:19.793031] [DEBUG] [LOCAL     ] No optimal features file found for SBI: ./output/feature-sets/SBI.txt
[2025-10-14T23:59:19.793084] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:19.793117] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:19.793145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:19.793203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:19.810532] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:19.811125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:19.811205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:19.811255] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:19.850211] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:19.850666] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:19.850724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:19.850756] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:19.853821] [DEBUG] [FORECASTER] SBI: Forecast T+1@11:T+2@11: UP (p=96.61%)
[2025-10-14T23:59:19.854071] [INFO ] [FORECASTER] Completed predict_future for SBI
[2025-10-14T23:59:19.854204] [INFO ] [sig       ] SBI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:19.991104] [INFO ] [LOCAL     ] Saved forecast: SBI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBI.txt
[2025-10-14T23:59:19.991329] [INFO ] [sig       ] [1349/1812] Completed SBI in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:19.991371] [INFO ] [sig       ] [1350/1812] Forecasting SBR...
[2025-10-14T23:59:19.991401] [INFO ] [sig       ] Generating forecast for: SBR
[2025-10-14T23:59:19.991432] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBR' from 'https://tdm.silogroup.org/data/derivative_storage/SBR.csv'.
[2025-10-14T23:59:20.000081] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBR'.
[2025-10-14T23:59:20.000347] [INFO ] [FORECASTER] Starting predict_future for SBR
[2025-10-14T23:59:20.027201] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:20.028268] [DEBUG] [LOCAL     ] No optimal features file found for SBR: ./output/feature-sets/SBR.txt
[2025-10-14T23:59:20.028324] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:20.028360] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:20.028390] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:20.028448] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:20.047596] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:20.048249] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:20.048337] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:20.048370] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:20.095084] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:20.095205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:20.095243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:20.095271] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:20.101876] [DEBUG] [FORECASTER] SBR: Forecast T+1@11:T+2@11: UP (p=92.30%)
[2025-10-14T23:59:20.102193] [INFO ] [FORECASTER] Completed predict_future for SBR
[2025-10-14T23:59:20.102349] [INFO ] [sig       ] SBR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:20.255895] [INFO ] [LOCAL     ] Saved forecast: SBR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBR.txt
[2025-10-14T23:59:20.256184] [INFO ] [sig       ] [1350/1812] Completed SBR in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:20.256247] [INFO ] [sig       ] [1351/1812] Forecasting SBS...
[2025-10-14T23:59:20.256281] [INFO ] [sig       ] Generating forecast for: SBS
[2025-10-14T23:59:20.256313] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBS' from 'https://tdm.silogroup.org/data/derivative_storage/SBS.csv'.
[2025-10-14T23:59:20.265857] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBS'.
[2025-10-14T23:59:20.266186] [INFO ] [FORECASTER] Starting predict_future for SBS
[2025-10-14T23:59:20.293440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:20.294302] [DEBUG] [LOCAL     ] No optimal features file found for SBS: ./output/feature-sets/SBS.txt
[2025-10-14T23:59:20.294357] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:20.294410] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:20.294440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:20.294497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:20.312561] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:20.313175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:20.313254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:20.313290] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:20.360008] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:20.360131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:20.360171] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:20.360199] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:20.363477] [DEBUG] [FORECASTER] SBS: Forecast T+1@11:T+2@11: UP (p=59.87%)
[2025-10-14T23:59:20.363791] [INFO ] [FORECASTER] Completed predict_future for SBS
[2025-10-14T23:59:20.363941] [INFO ] [sig       ] SBS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:20.501085] [INFO ] [LOCAL     ] Saved forecast: SBS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBS.txt
[2025-10-14T23:59:20.501324] [INFO ] [sig       ] [1351/1812] Completed SBS in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:20.501366] [INFO ] [sig       ] [1352/1812] Forecasting SBSI...
[2025-10-14T23:59:20.501396] [INFO ] [sig       ] Generating forecast for: SBSI
[2025-10-14T23:59:20.501427] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBSI' from 'https://tdm.silogroup.org/data/derivative_storage/SBSI.csv'.
[2025-10-14T23:59:20.509917] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBSI'.
[2025-10-14T23:59:20.510176] [INFO ] [FORECASTER] Starting predict_future for SBSI
[2025-10-14T23:59:20.534287] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:20.535005] [DEBUG] [LOCAL     ] No optimal features file found for SBSI: ./output/feature-sets/SBSI.txt
[2025-10-14T23:59:20.535058] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:20.535091] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:20.535118] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:20.535173] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:20.552474] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:20.553037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:20.553114] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:20.553147] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:20.592110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:20.592249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:20.592289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:20.592318] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:20.595602] [DEBUG] [FORECASTER] SBSI: Forecast T+1@11:T+2@11: UP (p=84.15%)
[2025-10-14T23:59:20.595890] [INFO ] [FORECASTER] Completed predict_future for SBSI
[2025-10-14T23:59:20.596031] [INFO ] [sig       ] SBSI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:20.733141] [INFO ] [LOCAL     ] Saved forecast: SBSI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBSI.txt
[2025-10-14T23:59:20.733398] [INFO ] [sig       ] [1352/1812] Completed SBSI in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:20.733441] [INFO ] [sig       ] [1353/1812] Forecasting SBSW...
[2025-10-14T23:59:20.733473] [INFO ] [sig       ] Generating forecast for: SBSW
[2025-10-14T23:59:20.733503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBSW' from 'https://tdm.silogroup.org/data/derivative_storage/SBSW.csv'.
[2025-10-14T23:59:20.743137] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBSW'.
[2025-10-14T23:59:20.743428] [INFO ] [FORECASTER] Starting predict_future for SBSW
[2025-10-14T23:59:20.768006] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:20.768821] [DEBUG] [LOCAL     ] No optimal features file found for SBSW: ./output/feature-sets/SBSW.txt
[2025-10-14T23:59:20.768875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:20.768912] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:20.768940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:20.768997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:20.785837] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:20.786374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:20.786455] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:20.786488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:20.821996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:20.822083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:20.822119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:20.822147] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:20.825168] [DEBUG] [FORECASTER] SBSW: Forecast T+1@11:T+2@11: UP (p=80.64%)
[2025-10-14T23:59:20.825415] [INFO ] [FORECASTER] Completed predict_future for SBSW
[2025-10-14T23:59:20.825538] [INFO ] [sig       ] SBSW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:20.964617] [INFO ] [LOCAL     ] Saved forecast: SBSW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SBSW.txt
[2025-10-14T23:59:20.964841] [INFO ] [sig       ] [1353/1812] Completed SBSW in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:20.964887] [INFO ] [sig       ] [1354/1812] Forecasting SCCO...
[2025-10-14T23:59:20.964918] [INFO ] [sig       ] Generating forecast for: SCCO
[2025-10-14T23:59:20.964948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCCO' from 'https://tdm.silogroup.org/data/derivative_storage/SCCO.csv'.
[2025-10-14T23:59:20.973915] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCCO'.
[2025-10-14T23:59:20.974226] [INFO ] [FORECASTER] Starting predict_future for SCCO
[2025-10-14T23:59:20.998721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:20.999371] [DEBUG] [LOCAL     ] No optimal features file found for SCCO: ./output/feature-sets/SCCO.txt
[2025-10-14T23:59:20.999423] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:20.999456] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:20.999483] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:20.999539] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:21.016353] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:21.016916] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:21.016995] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:21.017028] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:21.050057] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:21.050152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:21.050187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:21.050216] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:21.053216] [DEBUG] [FORECASTER] SCCO: Forecast T+1@11:T+2@11: UP (p=86.16%)
[2025-10-14T23:59:21.053465] [INFO ] [FORECASTER] Completed predict_future for SCCO
[2025-10-14T23:59:21.053615] [INFO ] [sig       ] SCCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:21.196565] [INFO ] [LOCAL     ] Saved forecast: SCCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SCCO.txt
[2025-10-14T23:59:21.196870] [INFO ] [sig       ] [1354/1812] Completed SCCO in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:21.196928] [INFO ] [sig       ] [1355/1812] Forecasting SCD...
[2025-10-14T23:59:21.196961] [INFO ] [sig       ] Generating forecast for: SCD
[2025-10-14T23:59:21.196994] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCD' from 'https://tdm.silogroup.org/data/derivative_storage/SCD.csv'.
[2025-10-14T23:59:21.205975] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCD'.
[2025-10-14T23:59:21.206297] [INFO ] [FORECASTER] Starting predict_future for SCD
[2025-10-14T23:59:21.232722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:21.233744] [DEBUG] [LOCAL     ] No optimal features file found for SCD: ./output/feature-sets/SCD.txt
[2025-10-14T23:59:21.233807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:21.233870] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:21.233915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:21.234021] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:21.252021] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:21.252758] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:21.252841] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:21.252876] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:21.290104] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:21.290273] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:21.290315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:21.290346] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:21.293853] [DEBUG] [FORECASTER] SCD: Forecast T+1@11:T+2@11: UP (p=68.34%)
[2025-10-14T23:59:21.294127] [INFO ] [FORECASTER] Completed predict_future for SCD
[2025-10-14T23:59:21.294267] [INFO ] [sig       ] SCD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:21.445295] [INFO ] [LOCAL     ] Saved forecast: SCD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SCD.txt
[2025-10-14T23:59:21.445544] [INFO ] [sig       ] [1355/1812] Completed SCD in 0.2s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:21.445588] [INFO ] [sig       ] [1356/1812] Forecasting SCHW...
[2025-10-14T23:59:21.445619] [INFO ] [sig       ] Generating forecast for: SCHW
[2025-10-14T23:59:21.445683] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCHW' from 'https://tdm.silogroup.org/data/derivative_storage/SCHW.csv'.
[2025-10-14T23:59:21.455044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCHW'.
[2025-10-14T23:59:21.455605] [INFO ] [FORECASTER] Starting predict_future for SCHW
[2025-10-14T23:59:21.482201] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:21.483046] [DEBUG] [LOCAL     ] No optimal features file found for SCHW: ./output/feature-sets/SCHW.txt
[2025-10-14T23:59:21.483104] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:21.483138] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:21.483166] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:21.483224] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:21.501560] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:21.502417] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:21.502506] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:21.502541] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:21.542168] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:21.542340] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:21.542382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:21.542412] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:21.546591] [DEBUG] [FORECASTER] SCHW: Forecast T+1@11:T+2@11: DOWN (p=1.73%)
[2025-10-14T23:59:21.546940] [INFO ] [FORECASTER] Completed predict_future for SCHW
[2025-10-14T23:59:21.547088] [INFO ] [sig       ] SCHW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:21.744366] [INFO ] [LOCAL     ] Saved forecast: SCHW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SCHW.txt
[2025-10-14T23:59:21.744686] [INFO ] [sig       ] [1356/1812] Completed SCHW in 0.3s | 4.23 sym/s | Total: 5.3m | ETA: 1.8m
[2025-10-14T23:59:21.744749] [INFO ] [sig       ] [1357/1812] Forecasting SCI...
[2025-10-14T23:59:21.744783] [INFO ] [sig       ] Generating forecast for: SCI
[2025-10-14T23:59:21.744815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCI' from 'https://tdm.silogroup.org/data/derivative_storage/SCI.csv'.
[2025-10-14T23:59:21.753628] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCI'.
[2025-10-14T23:59:21.754144] [INFO ] [FORECASTER] Starting predict_future for SCI
[2025-10-14T23:59:21.790769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:21.792043] [DEBUG] [LOCAL     ] No optimal features file found for SCI: ./output/feature-sets/SCI.txt
[2025-10-14T23:59:21.792133] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:21.792185] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:21.792231] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:21.792323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:21.818812] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:21.819964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:21.820079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:21.820141] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:21.870382] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:21.870586] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:21.870672] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:21.870740] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:21.876079] [DEBUG] [FORECASTER] SCI: Forecast T+1@11:T+2@11: DOWN (p=47.13%)
[2025-10-14T23:59:21.876534] [INFO ] [FORECASTER] Completed predict_future for SCI
[2025-10-14T23:59:21.876762] [INFO ] [sig       ] SCI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:22.096007] [INFO ] [LOCAL     ] Saved forecast: SCI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SCI.txt
[2025-10-14T23:59:22.096351] [INFO ] [sig       ] [1357/1812] Completed SCI in 0.4s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:22.096417] [INFO ] [sig       ] [1358/1812] Forecasting SCL...
[2025-10-14T23:59:22.096468] [INFO ] [sig       ] Generating forecast for: SCL
[2025-10-14T23:59:22.096517] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCL' from 'https://tdm.silogroup.org/data/derivative_storage/SCL.csv'.
[2025-10-14T23:59:22.108331] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCL'.
[2025-10-14T23:59:22.108892] [INFO ] [FORECASTER] Starting predict_future for SCL
[2025-10-14T23:59:22.147202] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:22.148430] [DEBUG] [LOCAL     ] No optimal features file found for SCL: ./output/feature-sets/SCL.txt
[2025-10-14T23:59:22.148509] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:22.148589] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:22.148667] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:22.148783] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:22.176334] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:22.177490] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:22.177598] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:22.177692] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:22.222446] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:22.222687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:22.222751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:22.222785] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:22.227072] [DEBUG] [FORECASTER] SCL: Forecast T+1@11:T+2@11: DOWN (p=41.75%)
[2025-10-14T23:59:22.227405] [INFO ] [FORECASTER] Completed predict_future for SCL
[2025-10-14T23:59:22.227554] [INFO ] [sig       ] SCL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:22.393302] [INFO ] [LOCAL     ] Saved forecast: SCL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SCL.txt
[2025-10-14T23:59:22.393566] [INFO ] [sig       ] [1358/1812] Completed SCL in 0.3s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:22.393629] [INFO ] [sig       ] [1359/1812] Forecasting SCM...
[2025-10-14T23:59:22.393703] [INFO ] [sig       ] Generating forecast for: SCM
[2025-10-14T23:59:22.393747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCM' from 'https://tdm.silogroup.org/data/derivative_storage/SCM.csv'.
[2025-10-14T23:59:22.404402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCM'.
[2025-10-14T23:59:22.404947] [INFO ] [FORECASTER] Starting predict_future for SCM
[2025-10-14T23:59:22.433276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:22.434202] [DEBUG] [LOCAL     ] No optimal features file found for SCM: ./output/feature-sets/SCM.txt
[2025-10-14T23:59:22.434273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:22.434380] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:22.434421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:22.434482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:22.453113] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:22.453966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:22.454050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:22.454086] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:22.487505] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:22.487694] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:22.487752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:22.487786] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:22.491267] [DEBUG] [FORECASTER] SCM: Forecast T+1@11:T+2@11: DOWN (p=14.39%)
[2025-10-14T23:59:22.491543] [INFO ] [FORECASTER] Completed predict_future for SCM
[2025-10-14T23:59:22.491711] [INFO ] [sig       ] SCM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:22.634934] [INFO ] [LOCAL     ] Saved forecast: SCM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SCM.txt
[2025-10-14T23:59:22.635165] [INFO ] [sig       ] [1359/1812] Completed SCM in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:22.635209] [INFO ] [sig       ] [1360/1812] Forecasting SCS...
[2025-10-14T23:59:22.635240] [INFO ] [sig       ] Generating forecast for: SCS
[2025-10-14T23:59:22.635271] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCS' from 'https://tdm.silogroup.org/data/derivative_storage/SCS.csv'.
[2025-10-14T23:59:22.644351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCS'.
[2025-10-14T23:59:22.644757] [INFO ] [FORECASTER] Starting predict_future for SCS
[2025-10-14T23:59:22.672411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:22.673203] [DEBUG] [LOCAL     ] No optimal features file found for SCS: ./output/feature-sets/SCS.txt
[2025-10-14T23:59:22.673259] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:22.673294] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:22.673352] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:22.673452] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:22.693799] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:22.694417] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:22.694499] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:22.694534] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:22.731190] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:22.731300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:22.731340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:22.731371] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:22.734634] [DEBUG] [FORECASTER] SCS: Forecast T+1@11:T+2@11: UP (p=92.45%)
[2025-10-14T23:59:22.734921] [INFO ] [FORECASTER] Completed predict_future for SCS
[2025-10-14T23:59:22.735058] [INFO ] [sig       ] SCS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:22.894180] [INFO ] [LOCAL     ] Saved forecast: SCS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SCS.txt
[2025-10-14T23:59:22.894463] [INFO ] [sig       ] [1360/1812] Completed SCS in 0.3s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:22.894523] [INFO ] [sig       ] [1361/1812] Forecasting SD...
[2025-10-14T23:59:22.894557] [INFO ] [sig       ] Generating forecast for: SD
[2025-10-14T23:59:22.894588] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SD' from 'https://tdm.silogroup.org/data/derivative_storage/SD.csv'.
[2025-10-14T23:59:22.903724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SD'.
[2025-10-14T23:59:22.904028] [INFO ] [FORECASTER] Starting predict_future for SD
[2025-10-14T23:59:22.929260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:22.929991] [DEBUG] [LOCAL     ] No optimal features file found for SD: ./output/feature-sets/SD.txt
[2025-10-14T23:59:22.930045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:22.930078] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:22.930106] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:22.930167] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:22.947087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:22.947603] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:22.947703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:22.947750] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:22.980034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:22.980119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:22.980155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:22.980183] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:22.983157] [DEBUG] [FORECASTER] SD: Forecast T+1@11:T+2@11: DOWN (p=14.33%)
[2025-10-14T23:59:22.983403] [INFO ] [FORECASTER] Completed predict_future for SD
[2025-10-14T23:59:22.983531] [INFO ] [sig       ] SD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:23.120226] [INFO ] [LOCAL     ] Saved forecast: SD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SD.txt
[2025-10-14T23:59:23.120439] [INFO ] [sig       ] [1361/1812] Completed SD in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:23.120481] [INFO ] [sig       ] [1362/1812] Forecasting SDHC...
[2025-10-14T23:59:23.120510] [INFO ] [sig       ] Generating forecast for: SDHC
[2025-10-14T23:59:23.120541] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDHC' from 'https://tdm.silogroup.org/data/derivative_storage/SDHC.csv'.
[2025-10-14T23:59:23.129705] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDHC'.
[2025-10-14T23:59:23.130045] [INFO ] [FORECASTER] Starting predict_future for SDHC
[2025-10-14T23:59:23.154668] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:23.155352] [DEBUG] [LOCAL     ] No optimal features file found for SDHC: ./output/feature-sets/SDHC.txt
[2025-10-14T23:59:23.155405] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:23.155437] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:23.155464] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:23.155521] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:23.172243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:23.172841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:23.172920] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:23.172953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:23.201834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:23.201949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:23.201987] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:23.202015] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:23.205148] [DEBUG] [FORECASTER] SDHC: Forecast T+1@11:T+2@11: DOWN (p=11.83%)
[2025-10-14T23:59:23.205412] [INFO ] [FORECASTER] Completed predict_future for SDHC
[2025-10-14T23:59:23.205541] [INFO ] [sig       ] SDHC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:23.340935] [INFO ] [LOCAL     ] Saved forecast: SDHC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SDHC.txt
[2025-10-14T23:59:23.341171] [INFO ] [sig       ] [1362/1812] Completed SDHC in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:23.341214] [INFO ] [sig       ] [1363/1812] Forecasting SDHY...
[2025-10-14T23:59:23.341244] [INFO ] [sig       ] Generating forecast for: SDHY
[2025-10-14T23:59:23.341274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDHY' from 'https://tdm.silogroup.org/data/derivative_storage/SDHY.csv'.
[2025-10-14T23:59:23.349583] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDHY'.
[2025-10-14T23:59:23.349887] [INFO ] [FORECASTER] Starting predict_future for SDHY
[2025-10-14T23:59:23.374172] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:23.374890] [DEBUG] [LOCAL     ] No optimal features file found for SDHY: ./output/feature-sets/SDHY.txt
[2025-10-14T23:59:23.374943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:23.374976] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:23.375004] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:23.375059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:23.391726] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:23.392252] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:23.392328] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:23.392361] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:23.421515] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:23.421612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:23.421674] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:23.421724] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:23.424823] [DEBUG] [FORECASTER] SDHY: Forecast T+1@11:T+2@11: DOWN (p=19.50%)
[2025-10-14T23:59:23.425076] [INFO ] [FORECASTER] Completed predict_future for SDHY
[2025-10-14T23:59:23.425201] [INFO ] [sig       ] SDHY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:23.562019] [INFO ] [LOCAL     ] Saved forecast: SDHY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SDHY.txt
[2025-10-14T23:59:23.562239] [INFO ] [sig       ] [1363/1812] Completed SDHY in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:23.562281] [INFO ] [sig       ] [1364/1812] Forecasting SDRL...
[2025-10-14T23:59:23.562311] [INFO ] [sig       ] Generating forecast for: SDRL
[2025-10-14T23:59:23.562341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDRL' from 'https://tdm.silogroup.org/data/derivative_storage/SDRL.csv'.
[2025-10-14T23:59:23.570638] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDRL'.
[2025-10-14T23:59:23.570961] [INFO ] [FORECASTER] Starting predict_future for SDRL
[2025-10-14T23:59:23.595184] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:23.595910] [DEBUG] [LOCAL     ] No optimal features file found for SDRL: ./output/feature-sets/SDRL.txt
[2025-10-14T23:59:23.595964] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:23.595996] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:23.596025] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:23.596081] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:23.613923] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:23.614499] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:23.614577] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:23.614610] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:23.646076] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:23.646199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:23.646236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:23.646267] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:23.649788] [DEBUG] [FORECASTER] SDRL: Forecast T+1@11:T+2@11: UP (p=95.72%)
[2025-10-14T23:59:23.650073] [INFO ] [FORECASTER] Completed predict_future for SDRL
[2025-10-14T23:59:23.650205] [INFO ] [sig       ] SDRL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:23.799114] [INFO ] [LOCAL     ] Saved forecast: SDRL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SDRL.txt
[2025-10-14T23:59:23.799325] [INFO ] [sig       ] [1364/1812] Completed SDRL in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:23.799367] [INFO ] [sig       ] [1365/1812] Forecasting SE...
[2025-10-14T23:59:23.799399] [INFO ] [sig       ] Generating forecast for: SE
[2025-10-14T23:59:23.799431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SE' from 'https://tdm.silogroup.org/data/derivative_storage/SE.csv'.
[2025-10-14T23:59:23.808057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SE'.
[2025-10-14T23:59:23.808460] [INFO ] [FORECASTER] Starting predict_future for SE
[2025-10-14T23:59:23.832965] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:23.833706] [DEBUG] [LOCAL     ] No optimal features file found for SE: ./output/feature-sets/SE.txt
[2025-10-14T23:59:23.833761] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:23.833813] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:23.833843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:23.833904] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:23.850554] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:23.851151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:23.851230] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:23.851263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:23.882577] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:23.882698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:23.882748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:23.882778] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:23.885821] [DEBUG] [FORECASTER] SE: Forecast T+1@11:T+2@11: UP (p=64.32%)
[2025-10-14T23:59:23.886066] [INFO ] [FORECASTER] Completed predict_future for SE
[2025-10-14T23:59:23.886221] [INFO ] [sig       ] SE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:24.022495] [INFO ] [LOCAL     ] Saved forecast: SE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SE.txt
[2025-10-14T23:59:24.022739] [INFO ] [sig       ] [1365/1812] Completed SE in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:24.022799] [INFO ] [sig       ] [1366/1812] Forecasting SEE...
[2025-10-14T23:59:24.022832] [INFO ] [sig       ] Generating forecast for: SEE
[2025-10-14T23:59:24.022863] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEE' from 'https://tdm.silogroup.org/data/derivative_storage/SEE.csv'.
[2025-10-14T23:59:24.031163] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEE'.
[2025-10-14T23:59:24.031453] [INFO ] [FORECASTER] Starting predict_future for SEE
[2025-10-14T23:59:24.055727] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:24.056413] [DEBUG] [LOCAL     ] No optimal features file found for SEE: ./output/feature-sets/SEE.txt
[2025-10-14T23:59:24.056465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:24.056498] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:24.056525] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:24.056581] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:24.073414] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:24.074020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:24.074100] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:24.074133] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:24.102573] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:24.102692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:24.102743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:24.102774] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:24.105826] [DEBUG] [FORECASTER] SEE: Forecast T+1@11:T+2@11: DOWN (p=35.20%)
[2025-10-14T23:59:24.106075] [INFO ] [FORECASTER] Completed predict_future for SEE
[2025-10-14T23:59:24.106197] [INFO ] [sig       ] SEE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:24.242268] [INFO ] [LOCAL     ] Saved forecast: SEE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SEE.txt
[2025-10-14T23:59:24.242501] [INFO ] [sig       ] [1366/1812] Completed SEE in 0.2s | 4.22 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:24.242542] [INFO ] [sig       ] [1367/1812] Forecasting SEG...
[2025-10-14T23:59:24.242573] [INFO ] [sig       ] Generating forecast for: SEG
[2025-10-14T23:59:24.242604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEG' from 'https://tdm.silogroup.org/data/derivative_storage/SEG.csv'.
[2025-10-14T23:59:24.250658] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEG'.
[2025-10-14T23:59:24.250942] [INFO ] [FORECASTER] Starting predict_future for SEG
[2025-10-14T23:59:24.275326] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:24.276061] [DEBUG] [LOCAL     ] No optimal features file found for SEG: ./output/feature-sets/SEG.txt
[2025-10-14T23:59:24.276114] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:24.276146] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:24.276173] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:24.276229] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:24.293056] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:24.293579] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:24.293679] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:24.293733] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:24.321603] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:24.321734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:24.321779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:24.321810] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:24.324919] [DEBUG] [FORECASTER] SEG: Forecast T+1@11:T+2@11: DOWN (p=2.64%)
[2025-10-14T23:59:24.325179] [INFO ] [FORECASTER] Completed predict_future for SEG
[2025-10-14T23:59:24.325305] [INFO ] [sig       ] SEG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:24.461813] [INFO ] [LOCAL     ] Saved forecast: SEG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SEG.txt
[2025-10-14T23:59:24.462012] [INFO ] [sig       ] [1367/1812] Completed SEG in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:24.462053] [INFO ] [sig       ] [1368/1812] Forecasting SEI...
[2025-10-14T23:59:24.462084] [INFO ] [sig       ] Generating forecast for: SEI
[2025-10-14T23:59:24.462115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEI' from 'https://tdm.silogroup.org/data/derivative_storage/SEI.csv'.
[2025-10-14T23:59:24.469929] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEI'.
[2025-10-14T23:59:24.470214] [INFO ] [FORECASTER] Starting predict_future for SEI
[2025-10-14T23:59:24.494565] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:24.495290] [DEBUG] [LOCAL     ] No optimal features file found for SEI: ./output/feature-sets/SEI.txt
[2025-10-14T23:59:24.495343] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:24.495375] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:24.495404] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:24.495460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:24.512256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:24.512804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:24.512880] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:24.512913] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:24.541827] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:24.541918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:24.541954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:24.541983] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:24.545034] [DEBUG] [FORECASTER] SEI: Forecast T+1@11:T+2@11: UP (p=72.67%)
[2025-10-14T23:59:24.545285] [INFO ] [FORECASTER] Completed predict_future for SEI
[2025-10-14T23:59:24.545406] [INFO ] [sig       ] SEI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:24.683418] [INFO ] [LOCAL     ] Saved forecast: SEI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SEI.txt
[2025-10-14T23:59:24.683666] [INFO ] [sig       ] [1368/1812] Completed SEI in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-14T23:59:24.683726] [INFO ] [sig       ] [1369/1812] Forecasting SEM...
[2025-10-14T23:59:24.683760] [INFO ] [sig       ] Generating forecast for: SEM
[2025-10-14T23:59:24.683838] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEM' from 'https://tdm.silogroup.org/data/derivative_storage/SEM.csv'.
[2025-10-14T23:59:24.692751] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEM'.
[2025-10-14T23:59:24.693100] [INFO ] [FORECASTER] Starting predict_future for SEM
[2025-10-14T23:59:24.717789] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:24.718520] [DEBUG] [LOCAL     ] No optimal features file found for SEM: ./output/feature-sets/SEM.txt
[2025-10-14T23:59:24.718574] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:24.718607] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:24.718634] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:24.718732] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:24.735524] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:24.736084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:24.736162] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:24.736195] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:24.771880] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:24.772027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:24.772067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:24.772097] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:24.775424] [DEBUG] [FORECASTER] SEM: Forecast T+1@11:T+2@11: DOWN (p=30.36%)
[2025-10-14T23:59:24.775733] [INFO ] [FORECASTER] Completed predict_future for SEM
[2025-10-14T23:59:24.775877] [INFO ] [sig       ] SEM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:24.914527] [INFO ] [LOCAL     ] Saved forecast: SEM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SEM.txt
[2025-10-14T23:59:24.914753] [INFO ] [sig       ] [1369/1812] Completed SEM in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:24.914813] [INFO ] [sig       ] [1370/1812] Forecasting SEMR...
[2025-10-14T23:59:24.914847] [INFO ] [sig       ] Generating forecast for: SEMR
[2025-10-14T23:59:24.914879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEMR' from 'https://tdm.silogroup.org/data/derivative_storage/SEMR.csv'.
[2025-10-14T23:59:24.923309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEMR'.
[2025-10-14T23:59:24.923597] [INFO ] [FORECASTER] Starting predict_future for SEMR
[2025-10-14T23:59:24.951422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:24.952112] [DEBUG] [LOCAL     ] No optimal features file found for SEMR: ./output/feature-sets/SEMR.txt
[2025-10-14T23:59:24.952164] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:24.952196] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:24.952224] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:24.952279] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:24.969336] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:24.970052] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:24.970135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:24.970168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:25.007545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:25.007681] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:25.007735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:25.007767] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:25.010910] [DEBUG] [FORECASTER] SEMR: Forecast T+1@11:T+2@11: UP (p=53.72%)
[2025-10-14T23:59:25.011172] [INFO ] [FORECASTER] Completed predict_future for SEMR
[2025-10-14T23:59:25.011305] [INFO ] [sig       ] SEMR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:25.149522] [INFO ] [LOCAL     ] Saved forecast: SEMR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SEMR.txt
[2025-10-14T23:59:25.149747] [INFO ] [sig       ] [1370/1812] Completed SEMR in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:25.149808] [INFO ] [sig       ] [1371/1812] Forecasting SES...
[2025-10-14T23:59:25.149841] [INFO ] [sig       ] Generating forecast for: SES
[2025-10-14T23:59:25.149873] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SES' from 'https://tdm.silogroup.org/data/derivative_storage/SES.csv'.
[2025-10-14T23:59:25.158435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SES'.
[2025-10-14T23:59:25.158723] [INFO ] [FORECASTER] Starting predict_future for SES
[2025-10-14T23:59:25.183078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:25.183792] [DEBUG] [LOCAL     ] No optimal features file found for SES: ./output/feature-sets/SES.txt
[2025-10-14T23:59:25.183845] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:25.183879] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:25.183907] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:25.183973] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:25.200992] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:25.201522] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:25.201597] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:25.201630] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:25.239303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:25.239456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:25.239497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:25.239527] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:25.242910] [DEBUG] [FORECASTER] SES: Forecast T+1@11:T+2@11: DOWN (p=33.43%)
[2025-10-14T23:59:25.243170] [INFO ] [FORECASTER] Completed predict_future for SES
[2025-10-14T23:59:25.243300] [INFO ] [sig       ] SES: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:25.380744] [INFO ] [LOCAL     ] Saved forecast: SES	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SES.txt
[2025-10-14T23:59:25.380952] [INFO ] [sig       ] [1371/1812] Completed SES in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:25.380994] [INFO ] [sig       ] [1372/1812] Forecasting SF...
[2025-10-14T23:59:25.381028] [INFO ] [sig       ] Generating forecast for: SF
[2025-10-14T23:59:25.381059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SF' from 'https://tdm.silogroup.org/data/derivative_storage/SF.csv'.
[2025-10-14T23:59:25.389427] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SF'.
[2025-10-14T23:59:25.389694] [INFO ] [FORECASTER] Starting predict_future for SF
[2025-10-14T23:59:25.413834] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:25.414478] [DEBUG] [LOCAL     ] No optimal features file found for SF: ./output/feature-sets/SF.txt
[2025-10-14T23:59:25.414563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:25.414617] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:25.414679] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:25.414761] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:25.431790] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:25.432304] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:25.432378] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:25.432411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:25.466954] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:25.467055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:25.467090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:25.467118] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:25.470279] [DEBUG] [FORECASTER] SF: Forecast T+1@11:T+2@11: UP (p=77.21%)
[2025-10-14T23:59:25.470526] [INFO ] [FORECASTER] Completed predict_future for SF
[2025-10-14T23:59:25.470686] [INFO ] [sig       ] SF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:25.607999] [INFO ] [LOCAL     ] Saved forecast: SF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SF.txt
[2025-10-14T23:59:25.608215] [INFO ] [sig       ] [1372/1812] Completed SF in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:25.608272] [INFO ] [sig       ] [1373/1812] Forecasting SFB...
[2025-10-14T23:59:25.608305] [INFO ] [sig       ] Generating forecast for: SFB
[2025-10-14T23:59:25.608336] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFB' from 'https://tdm.silogroup.org/data/derivative_storage/SFB.csv'.
[2025-10-14T23:59:25.617022] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFB'.
[2025-10-14T23:59:25.617284] [INFO ] [FORECASTER] Starting predict_future for SFB
[2025-10-14T23:59:25.641747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:25.642408] [DEBUG] [LOCAL     ] No optimal features file found for SFB: ./output/feature-sets/SFB.txt
[2025-10-14T23:59:25.642461] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:25.642493] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:25.642522] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:25.642578] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:25.659701] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:25.660225] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:25.660301] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:25.660333] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:25.707538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:25.707817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:25.707869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:25.707900] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:25.711246] [DEBUG] [FORECASTER] SFB: Forecast T+1@11:T+2@11: UP (p=88.61%)
[2025-10-14T23:59:25.711498] [INFO ] [FORECASTER] Completed predict_future for SFB
[2025-10-14T23:59:25.711638] [INFO ] [sig       ] SFB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:25.849455] [INFO ] [LOCAL     ] Saved forecast: SFB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SFB.txt
[2025-10-14T23:59:25.849746] [INFO ] [sig       ] [1373/1812] Completed SFB in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:25.849807] [INFO ] [sig       ] [1374/1812] Forecasting SFBS...
[2025-10-14T23:59:25.849840] [INFO ] [sig       ] Generating forecast for: SFBS
[2025-10-14T23:59:25.849871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFBS' from 'https://tdm.silogroup.org/data/derivative_storage/SFBS.csv'.
[2025-10-14T23:59:25.860740] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFBS'.
[2025-10-14T23:59:25.861035] [INFO ] [FORECASTER] Starting predict_future for SFBS
[2025-10-14T23:59:25.885230] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:25.885940] [DEBUG] [LOCAL     ] No optimal features file found for SFBS: ./output/feature-sets/SFBS.txt
[2025-10-14T23:59:25.885992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:25.886025] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:25.886052] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:25.886108] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:25.903114] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:25.903638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:25.903740] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:25.903775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:25.945379] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:25.945466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:25.945500] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:25.945528] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:25.948612] [DEBUG] [FORECASTER] SFBS: Forecast T+1@11:T+2@11: UP (p=91.54%)
[2025-10-14T23:59:25.948887] [INFO ] [FORECASTER] Completed predict_future for SFBS
[2025-10-14T23:59:25.949028] [INFO ] [sig       ] SFBS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:26.087409] [INFO ] [LOCAL     ] Saved forecast: SFBS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SFBS.txt
[2025-10-14T23:59:26.087668] [INFO ] [sig       ] [1374/1812] Completed SFBS in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:26.087729] [INFO ] [sig       ] [1375/1812] Forecasting SFL...
[2025-10-14T23:59:26.087763] [INFO ] [sig       ] Generating forecast for: SFL
[2025-10-14T23:59:26.087794] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFL' from 'https://tdm.silogroup.org/data/derivative_storage/SFL.csv'.
[2025-10-14T23:59:26.097618] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFL'.
[2025-10-14T23:59:26.097941] [INFO ] [FORECASTER] Starting predict_future for SFL
[2025-10-14T23:59:26.122879] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:26.123622] [DEBUG] [LOCAL     ] No optimal features file found for SFL: ./output/feature-sets/SFL.txt
[2025-10-14T23:59:26.123725] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:26.123776] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:26.123808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:26.123864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:26.140736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:26.141361] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:26.141507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:26.141546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:26.180041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:26.180214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:26.180255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:26.180284] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:26.183758] [DEBUG] [FORECASTER] SFL: Forecast T+1@11:T+2@11: DOWN (p=6.54%)
[2025-10-14T23:59:26.184041] [INFO ] [FORECASTER] Completed predict_future for SFL
[2025-10-14T23:59:26.184179] [INFO ] [sig       ] SFL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:26.324396] [INFO ] [LOCAL     ] Saved forecast: SFL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SFL.txt
[2025-10-14T23:59:26.324706] [INFO ] [sig       ] [1375/1812] Completed SFL in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:26.324786] [INFO ] [sig       ] [1376/1812] Forecasting SG...
[2025-10-14T23:59:26.324846] [INFO ] [sig       ] Generating forecast for: SG
[2025-10-14T23:59:26.324883] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SG' from 'https://tdm.silogroup.org/data/derivative_storage/SG.csv'.
[2025-10-14T23:59:26.334190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SG'.
[2025-10-14T23:59:26.334475] [INFO ] [FORECASTER] Starting predict_future for SG
[2025-10-14T23:59:26.359617] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:26.360428] [DEBUG] [LOCAL     ] No optimal features file found for SG: ./output/feature-sets/SG.txt
[2025-10-14T23:59:26.360483] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:26.360517] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:26.360545] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:26.360601] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:26.377999] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:26.378805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:26.378889] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:26.378922] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:26.418691] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:26.418866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:26.418908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:26.418938] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:26.422315] [DEBUG] [FORECASTER] SG: Forecast T+1@11:T+2@11: DOWN (p=1.68%)
[2025-10-14T23:59:26.422592] [INFO ] [FORECASTER] Completed predict_future for SG
[2025-10-14T23:59:26.422763] [INFO ] [sig       ] SG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:26.559749] [INFO ] [LOCAL     ] Saved forecast: SG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SG.txt
[2025-10-14T23:59:26.559962] [INFO ] [sig       ] [1376/1812] Completed SG in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:26.560004] [INFO ] [sig       ] [1377/1812] Forecasting SGHC...
[2025-10-14T23:59:26.560034] [INFO ] [sig       ] Generating forecast for: SGHC
[2025-10-14T23:59:26.560065] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SGHC' from 'https://tdm.silogroup.org/data/derivative_storage/SGHC.csv'.
[2025-10-14T23:59:26.568953] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SGHC'.
[2025-10-14T23:59:26.569221] [INFO ] [FORECASTER] Starting predict_future for SGHC
[2025-10-14T23:59:26.593614] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:26.594332] [DEBUG] [LOCAL     ] No optimal features file found for SGHC: ./output/feature-sets/SGHC.txt
[2025-10-14T23:59:26.594385] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:26.594418] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:26.594445] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:26.594501] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:26.611246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:26.611999] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:26.612081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:26.612114] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:26.651005] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:26.651146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:26.651207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:26.651238] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:26.654507] [DEBUG] [FORECASTER] SGHC: Forecast T+1@11:T+2@11: UP (p=62.65%)
[2025-10-14T23:59:26.654812] [INFO ] [FORECASTER] Completed predict_future for SGHC
[2025-10-14T23:59:26.654948] [INFO ] [sig       ] SGHC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:26.791184] [INFO ] [LOCAL     ] Saved forecast: SGHC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SGHC.txt
[2025-10-14T23:59:26.791406] [INFO ] [sig       ] [1377/1812] Completed SGHC in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:26.791447] [INFO ] [sig       ] [1378/1812] Forecasting SGU...
[2025-10-14T23:59:26.791478] [INFO ] [sig       ] Generating forecast for: SGU
[2025-10-14T23:59:26.791509] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SGU' from 'https://tdm.silogroup.org/data/derivative_storage/SGU.csv'.
[2025-10-14T23:59:26.800920] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SGU'.
[2025-10-14T23:59:26.801206] [INFO ] [FORECASTER] Starting predict_future for SGU
[2025-10-14T23:59:26.825272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:26.825993] [DEBUG] [LOCAL     ] No optimal features file found for SGU: ./output/feature-sets/SGU.txt
[2025-10-14T23:59:26.826047] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:26.826079] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:26.826108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:26.826164] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:26.842948] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:26.843476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:26.843553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:26.843586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:26.879133] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:26.879231] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:26.879266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:26.879294] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:26.884134] [DEBUG] [FORECASTER] SGU: Forecast T+1@11:T+2@11: DOWN (p=4.26%)
[2025-10-14T23:59:26.884385] [INFO ] [FORECASTER] Completed predict_future for SGU
[2025-10-14T23:59:26.884527] [INFO ] [sig       ] SGU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:27.021183] [INFO ] [LOCAL     ] Saved forecast: SGU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SGU.txt
[2025-10-14T23:59:27.021409] [INFO ] [sig       ] [1378/1812] Completed SGU in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:27.021450] [INFO ] [sig       ] [1379/1812] Forecasting SHAK...
[2025-10-14T23:59:27.021481] [INFO ] [sig       ] Generating forecast for: SHAK
[2025-10-14T23:59:27.021512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHAK' from 'https://tdm.silogroup.org/data/derivative_storage/SHAK.csv'.
[2025-10-14T23:59:27.030601] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHAK'.
[2025-10-14T23:59:27.031019] [INFO ] [FORECASTER] Starting predict_future for SHAK
[2025-10-14T23:59:27.055926] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:27.056724] [DEBUG] [LOCAL     ] No optimal features file found for SHAK: ./output/feature-sets/SHAK.txt
[2025-10-14T23:59:27.056782] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:27.056815] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:27.056863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:27.056920] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:27.073709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:27.074600] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:27.074733] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:27.074780] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:27.113531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:27.113698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:27.113752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:27.113782] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:27.116996] [DEBUG] [FORECASTER] SHAK: Forecast T+1@11:T+2@11: UP (p=65.27%)
[2025-10-14T23:59:27.117257] [INFO ] [FORECASTER] Completed predict_future for SHAK
[2025-10-14T23:59:27.117399] [INFO ] [sig       ] SHAK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:27.253441] [INFO ] [LOCAL     ] Saved forecast: SHAK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SHAK.txt
[2025-10-14T23:59:27.253695] [INFO ] [sig       ] [1379/1812] Completed SHAK in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:27.253754] [INFO ] [sig       ] [1380/1812] Forecasting SHCO...
[2025-10-14T23:59:27.253788] [INFO ] [sig       ] Generating forecast for: SHCO
[2025-10-14T23:59:27.253820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHCO' from 'https://tdm.silogroup.org/data/derivative_storage/SHCO.csv'.
[2025-10-14T23:59:27.262637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHCO'.
[2025-10-14T23:59:27.262940] [INFO ] [FORECASTER] Starting predict_future for SHCO
[2025-10-14T23:59:27.287066] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:27.287834] [DEBUG] [LOCAL     ] No optimal features file found for SHCO: ./output/feature-sets/SHCO.txt
[2025-10-14T23:59:27.287888] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:27.287921] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:27.287949] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:27.288007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:27.304853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:27.305496] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:27.305576] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:27.305609] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:27.344828] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:27.344982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:27.345023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:27.345053] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:27.348450] [DEBUG] [FORECASTER] SHCO: Forecast T+1@11:T+2@11: UP (p=87.00%)
[2025-10-14T23:59:27.348788] [INFO ] [FORECASTER] Completed predict_future for SHCO
[2025-10-14T23:59:27.348947] [INFO ] [sig       ] SHCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:27.485341] [INFO ] [LOCAL     ] Saved forecast: SHCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SHCO.txt
[2025-10-14T23:59:27.485579] [INFO ] [sig       ] [1380/1812] Completed SHCO in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:27.485622] [INFO ] [sig       ] [1381/1812] Forecasting SHEL...
[2025-10-14T23:59:27.485690] [INFO ] [sig       ] Generating forecast for: SHEL
[2025-10-14T23:59:27.485737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHEL' from 'https://tdm.silogroup.org/data/derivative_storage/SHEL.csv'.
[2025-10-14T23:59:27.495059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHEL'.
[2025-10-14T23:59:27.495354] [INFO ] [FORECASTER] Starting predict_future for SHEL
[2025-10-14T23:59:27.519695] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:27.520420] [DEBUG] [LOCAL     ] No optimal features file found for SHEL: ./output/feature-sets/SHEL.txt
[2025-10-14T23:59:27.520473] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:27.520506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:27.520532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:27.520592] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:27.537232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:27.538006] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:27.538108] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:27.538161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:27.576758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:27.576933] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:27.576975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:27.577004] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:27.580386] [DEBUG] [FORECASTER] SHEL: Forecast T+1@11:T+2@11: DOWN (p=25.97%)
[2025-10-14T23:59:27.580670] [INFO ] [FORECASTER] Completed predict_future for SHEL
[2025-10-14T23:59:27.580821] [INFO ] [sig       ] SHEL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:27.718746] [INFO ] [LOCAL     ] Saved forecast: SHEL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SHEL.txt
[2025-10-14T23:59:27.719013] [INFO ] [sig       ] [1381/1812] Completed SHEL in 0.2s | 4.23 sym/s | Total: 5.4m | ETA: 1.7m
[2025-10-14T23:59:27.719108] [INFO ] [sig       ] [1382/1812] Forecasting SHG...
[2025-10-14T23:59:27.719148] [INFO ] [sig       ] Generating forecast for: SHG
[2025-10-14T23:59:27.719181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHG' from 'https://tdm.silogroup.org/data/derivative_storage/SHG.csv'.
[2025-10-14T23:59:27.728788] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHG'.
[2025-10-14T23:59:27.729146] [INFO ] [FORECASTER] Starting predict_future for SHG
[2025-10-14T23:59:27.753600] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:27.754305] [DEBUG] [LOCAL     ] No optimal features file found for SHG: ./output/feature-sets/SHG.txt
[2025-10-14T23:59:27.754359] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:27.754390] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:27.754417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:27.754473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:27.771487] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:27.772051] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:27.772129] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:27.772162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:27.814347] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:27.814470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:27.814507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:27.814536] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:27.817750] [DEBUG] [FORECASTER] SHG: Forecast T+1@11:T+2@11: DOWN (p=3.49%)
[2025-10-14T23:59:27.818011] [INFO ] [FORECASTER] Completed predict_future for SHG
[2025-10-14T23:59:27.818172] [INFO ] [sig       ] SHG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:27.954284] [INFO ] [LOCAL     ] Saved forecast: SHG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SHG.txt
[2025-10-14T23:59:27.954538] [INFO ] [sig       ] [1382/1812] Completed SHG in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:27.954581] [INFO ] [sig       ] [1383/1812] Forecasting SHO...
[2025-10-14T23:59:27.954611] [INFO ] [sig       ] Generating forecast for: SHO
[2025-10-14T23:59:27.954663] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHO' from 'https://tdm.silogroup.org/data/derivative_storage/SHO.csv'.
[2025-10-14T23:59:27.964166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHO'.
[2025-10-14T23:59:27.964490] [INFO ] [FORECASTER] Starting predict_future for SHO
[2025-10-14T23:59:27.989131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:27.989923] [DEBUG] [LOCAL     ] No optimal features file found for SHO: ./output/feature-sets/SHO.txt
[2025-10-14T23:59:27.989978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:27.990012] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:27.990041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:27.990097] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:28.007167] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:28.008102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:28.008199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:28.008234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:28.051590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:28.051767] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:28.051821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:28.051852] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:28.055231] [DEBUG] [FORECASTER] SHO: Forecast T+1@11:T+2@11: DOWN (p=37.38%)
[2025-10-14T23:59:28.055488] [INFO ] [FORECASTER] Completed predict_future for SHO
[2025-10-14T23:59:28.055631] [INFO ] [sig       ] SHO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:28.193152] [INFO ] [LOCAL     ] Saved forecast: SHO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SHO.txt
[2025-10-14T23:59:28.193394] [INFO ] [sig       ] [1383/1812] Completed SHO in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:28.193437] [INFO ] [sig       ] [1384/1812] Forecasting SHOC...
[2025-10-14T23:59:28.193466] [INFO ] [sig       ] Generating forecast for: SHOC
[2025-10-14T23:59:28.193497] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHOC' from 'https://tdm.silogroup.org/data/derivative_storage/SHOC.csv'.
[2025-10-14T23:59:28.203026] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SHOC'.
[2025-10-14T23:59:28.203310] [INFO ] [FORECASTER] Starting predict_future for SHOC
[2025-10-14T23:59:28.227916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:28.228739] [DEBUG] [LOCAL     ] No optimal features file found for SHOC: ./output/feature-sets/SHOC.txt
[2025-10-14T23:59:28.228794] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:28.228827] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:28.228854] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:28.228909] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:28.245715] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:28.246278] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:28.246356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:28.246390] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:28.282341] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:28.282488] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:28.282547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:28.282578] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:28.285816] [DEBUG] [FORECASTER] SHOC: Forecast T+1@11:T+2@11: UP (p=69.65%)
[2025-10-14T23:59:28.286084] [INFO ] [FORECASTER] Completed predict_future for SHOC
[2025-10-14T23:59:28.286227] [INFO ] [sig       ] SHOC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:28.422143] [INFO ] [LOCAL     ] Saved forecast: SHOC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SHOC.txt
[2025-10-14T23:59:28.422363] [INFO ] [sig       ] [1384/1812] Completed SHOC in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:28.422404] [INFO ] [sig       ] [1385/1812] Forecasting SHW...
[2025-10-14T23:59:28.422436] [INFO ] [sig       ] Generating forecast for: SHW
[2025-10-14T23:59:28.422467] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHW' from 'https://tdm.silogroup.org/data/derivative_storage/SHW.csv'.
[2025-10-14T23:59:28.431828] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHW'.
[2025-10-14T23:59:28.432176] [INFO ] [FORECASTER] Starting predict_future for SHW
[2025-10-14T23:59:28.456537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:28.457242] [DEBUG] [LOCAL     ] No optimal features file found for SHW: ./output/feature-sets/SHW.txt
[2025-10-14T23:59:28.457295] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:28.457327] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:28.457355] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:28.457411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:28.474146] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:28.474698] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:28.474778] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:28.474811] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:28.517988] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:28.518106] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:28.518158] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:28.518189] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:28.521204] [DEBUG] [FORECASTER] SHW: Forecast T+1@11:T+2@11: DOWN (p=40.14%)
[2025-10-14T23:59:28.521449] [INFO ] [FORECASTER] Completed predict_future for SHW
[2025-10-14T23:59:28.521581] [INFO ] [sig       ] SHW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:28.657522] [INFO ] [LOCAL     ] Saved forecast: SHW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SHW.txt
[2025-10-14T23:59:28.657766] [INFO ] [sig       ] [1385/1812] Completed SHW in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:28.657826] [INFO ] [sig       ] [1386/1812] Forecasting SID...
[2025-10-14T23:59:28.657859] [INFO ] [sig       ] Generating forecast for: SID
[2025-10-14T23:59:28.657891] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SID' from 'https://tdm.silogroup.org/data/derivative_storage/SID.csv'.
[2025-10-14T23:59:28.667618] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SID'.
[2025-10-14T23:59:28.667905] [INFO ] [FORECASTER] Starting predict_future for SID
[2025-10-14T23:59:28.692760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:28.693439] [DEBUG] [LOCAL     ] No optimal features file found for SID: ./output/feature-sets/SID.txt
[2025-10-14T23:59:28.693493] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:28.693527] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:28.693572] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:28.693630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:28.710950] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:28.711477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:28.711560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:28.711594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:28.757446] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:28.757601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:28.757690] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:28.757744] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:28.761378] [DEBUG] [FORECASTER] SID: Forecast T+1@11:T+2@11: DOWN (p=13.86%)
[2025-10-14T23:59:28.761670] [INFO ] [FORECASTER] Completed predict_future for SID
[2025-10-14T23:59:28.761827] [INFO ] [sig       ] SID: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:28.899422] [INFO ] [LOCAL     ] Saved forecast: SID	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SID.txt
[2025-10-14T23:59:28.899630] [INFO ] [sig       ] [1386/1812] Completed SID in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:28.899708] [INFO ] [sig       ] [1387/1812] Forecasting SIG...
[2025-10-14T23:59:28.899748] [INFO ] [sig       ] Generating forecast for: SIG
[2025-10-14T23:59:28.899780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SIG' from 'https://tdm.silogroup.org/data/derivative_storage/SIG.csv'.
[2025-10-14T23:59:28.909333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SIG'.
[2025-10-14T23:59:28.909734] [INFO ] [FORECASTER] Starting predict_future for SIG
[2025-10-14T23:59:28.935328] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:28.936112] [DEBUG] [LOCAL     ] No optimal features file found for SIG: ./output/feature-sets/SIG.txt
[2025-10-14T23:59:28.936168] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:28.936201] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:28.936230] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:28.936299] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:28.954230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:28.954930] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:28.955016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:28.955050] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:28.995940] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:28.996094] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:28.996135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:28.996165] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:28.999621] [DEBUG] [FORECASTER] SIG: Forecast T+1@11:T+2@11: DOWN (p=9.21%)
[2025-10-14T23:59:28.999920] [INFO ] [FORECASTER] Completed predict_future for SIG
[2025-10-14T23:59:29.000077] [INFO ] [sig       ] SIG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:29.146630] [INFO ] [LOCAL     ] Saved forecast: SIG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SIG.txt
[2025-10-14T23:59:29.146909] [INFO ] [sig       ] [1387/1812] Completed SIG in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:29.146951] [INFO ] [sig       ] [1388/1812] Forecasting SII...
[2025-10-14T23:59:29.146982] [INFO ] [sig       ] Generating forecast for: SII
[2025-10-14T23:59:29.147013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SII' from 'https://tdm.silogroup.org/data/derivative_storage/SII.csv'.
[2025-10-14T23:59:29.156315] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SII'.
[2025-10-14T23:59:29.156584] [INFO ] [FORECASTER] Starting predict_future for SII
[2025-10-14T23:59:29.180767] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:29.181463] [DEBUG] [LOCAL     ] No optimal features file found for SII: ./output/feature-sets/SII.txt
[2025-10-14T23:59:29.181515] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:29.181547] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:29.181575] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:29.181706] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:29.198451] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:29.199016] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:29.199096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:29.199130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:29.234361] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:29.234509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:29.234549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:29.234577] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:29.237947] [DEBUG] [FORECASTER] SII: Forecast T+1@11:T+2@11: UP (p=88.46%)
[2025-10-14T23:59:29.238246] [INFO ] [FORECASTER] Completed predict_future for SII
[2025-10-14T23:59:29.238403] [INFO ] [sig       ] SII: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:29.374323] [INFO ] [LOCAL     ] Saved forecast: SII	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SII.txt
[2025-10-14T23:59:29.374529] [INFO ] [sig       ] [1388/1812] Completed SII in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:29.374571] [INFO ] [sig       ] [1389/1812] Forecasting SILA...
[2025-10-14T23:59:29.374602] [INFO ] [sig       ] Generating forecast for: SILA
[2025-10-14T23:59:29.374633] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SILA' from 'https://tdm.silogroup.org/data/derivative_storage/SILA.csv'.
[2025-10-14T23:59:29.383720] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SILA'.
[2025-10-14T23:59:29.383993] [INFO ] [FORECASTER] Starting predict_future for SILA
[2025-10-14T23:59:29.408274] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:29.409009] [DEBUG] [LOCAL     ] No optimal features file found for SILA: ./output/feature-sets/SILA.txt
[2025-10-14T23:59:29.409062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:29.409095] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:29.409122] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:29.409178] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:29.425946] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:29.426507] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:29.426588] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:29.426622] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:29.463444] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:29.463573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:29.463611] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:29.463663] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:29.466900] [DEBUG] [FORECASTER] SILA: Forecast T+1@11:T+2@11: UP (p=97.80%)
[2025-10-14T23:59:29.467161] [INFO ] [FORECASTER] Completed predict_future for SILA
[2025-10-14T23:59:29.467300] [INFO ] [sig       ] SILA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:29.603185] [INFO ] [LOCAL     ] Saved forecast: SILA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SILA.txt
[2025-10-14T23:59:29.603421] [INFO ] [sig       ] [1389/1812] Completed SILA in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:29.603465] [INFO ] [sig       ] [1390/1812] Forecasting SITC...
[2025-10-14T23:59:29.603495] [INFO ] [sig       ] Generating forecast for: SITC
[2025-10-14T23:59:29.603526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SITC' from 'https://tdm.silogroup.org/data/derivative_storage/SITC.csv'.
[2025-10-14T23:59:29.612847] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SITC'.
[2025-10-14T23:59:29.613195] [INFO ] [FORECASTER] Starting predict_future for SITC
[2025-10-14T23:59:29.639109] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:29.639890] [DEBUG] [LOCAL     ] No optimal features file found for SITC: ./output/feature-sets/SITC.txt
[2025-10-14T23:59:29.639944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:29.639981] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:29.640015] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:29.640086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:29.658033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:29.658704] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:29.658786] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:29.658821] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:29.697710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:29.697888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:29.697931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:29.697961] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:29.701466] [DEBUG] [FORECASTER] SITC: Forecast T+1@11:T+2@11: DOWN (p=46.89%)
[2025-10-14T23:59:29.701782] [INFO ] [FORECASTER] Completed predict_future for SITC
[2025-10-14T23:59:29.701924] [INFO ] [sig       ] SITC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:29.838148] [INFO ] [LOCAL     ] Saved forecast: SITC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SITC.txt
[2025-10-14T23:59:29.838369] [INFO ] [sig       ] [1390/1812] Completed SITC in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:29.838411] [INFO ] [sig       ] [1391/1812] Forecasting SITE...
[2025-10-14T23:59:29.838442] [INFO ] [sig       ] Generating forecast for: SITE
[2025-10-14T23:59:29.838480] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SITE' from 'https://tdm.silogroup.org/data/derivative_storage/SITE.csv'.
[2025-10-14T23:59:29.853906] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SITE'.
[2025-10-14T23:59:29.855525] [INFO ] [FORECASTER] Starting predict_future for SITE
[2025-10-14T23:59:29.880183] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:29.880886] [DEBUG] [LOCAL     ] No optimal features file found for SITE: ./output/feature-sets/SITE.txt
[2025-10-14T23:59:29.880939] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:29.880971] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:29.880998] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:29.881053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:29.897885] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:29.898797] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:29.898877] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:29.898909] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:29.938336] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:29.938434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:29.938639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:29.939126] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:29.943570] [DEBUG] [FORECASTER] SITE: Forecast T+1@11:T+2@11: UP (p=98.96%)
[2025-10-14T23:59:29.943860] [INFO ] [FORECASTER] Completed predict_future for SITE
[2025-10-14T23:59:29.944006] [INFO ] [sig       ] SITE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:30.080868] [INFO ] [LOCAL     ] Saved forecast: SITE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SITE.txt
[2025-10-14T23:59:30.081105] [INFO ] [sig       ] [1391/1812] Completed SITE in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:30.081146] [INFO ] [sig       ] [1392/1812] Forecasting SJM...
[2025-10-14T23:59:30.081177] [INFO ] [sig       ] Generating forecast for: SJM
[2025-10-14T23:59:30.081207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SJM' from 'https://tdm.silogroup.org/data/derivative_storage/SJM.csv'.
[2025-10-14T23:59:30.092824] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SJM'.
[2025-10-14T23:59:30.093292] [INFO ] [FORECASTER] Starting predict_future for SJM
[2025-10-14T23:59:30.118821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:30.119572] [DEBUG] [LOCAL     ] No optimal features file found for SJM: ./output/feature-sets/SJM.txt
[2025-10-14T23:59:30.119626] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:30.119694] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:30.119736] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:30.119796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:30.137242] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:30.137839] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:30.137922] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:30.137957] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:30.181908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:30.182007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:30.182045] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:30.182074] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:30.185366] [DEBUG] [FORECASTER] SJM: Forecast T+1@11:T+2@11: DOWN (p=41.83%)
[2025-10-14T23:59:30.185628] [INFO ] [FORECASTER] Completed predict_future for SJM
[2025-10-14T23:59:30.185828] [INFO ] [sig       ] SJM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:30.333837] [INFO ] [LOCAL     ] Saved forecast: SJM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SJM.txt
[2025-10-14T23:59:30.334092] [INFO ] [sig       ] [1392/1812] Completed SJM in 0.3s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:30.334134] [INFO ] [sig       ] [1393/1812] Forecasting SJT...
[2025-10-14T23:59:30.334164] [INFO ] [sig       ] Generating forecast for: SJT
[2025-10-14T23:59:30.334195] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SJT' from 'https://tdm.silogroup.org/data/derivative_storage/SJT.csv'.
[2025-10-14T23:59:30.343608] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SJT'.
[2025-10-14T23:59:30.343907] [INFO ] [FORECASTER] Starting predict_future for SJT
[2025-10-14T23:59:30.370363] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:30.371175] [DEBUG] [LOCAL     ] No optimal features file found for SJT: ./output/feature-sets/SJT.txt
[2025-10-14T23:59:30.371232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:30.371266] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:30.371314] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:30.371374] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:30.388551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:30.389139] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:30.389224] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:30.389257] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:30.432987] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:30.433169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:30.433211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:30.433241] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:30.437240] [DEBUG] [FORECASTER] SJT: Forecast T+1@11:T+2@11: UP (p=78.38%)
[2025-10-14T23:59:30.437508] [INFO ] [FORECASTER] Completed predict_future for SJT
[2025-10-14T23:59:30.437700] [INFO ] [sig       ] SJT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:30.587105] [INFO ] [LOCAL     ] Saved forecast: SJT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SJT.txt
[2025-10-14T23:59:30.587370] [INFO ] [sig       ] [1393/1812] Completed SJT in 0.3s | 4.23 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-14T23:59:30.587432] [INFO ] [sig       ] [1394/1812] Forecasting SKE...
[2025-10-14T23:59:30.587465] [INFO ] [sig       ] Generating forecast for: SKE
[2025-10-14T23:59:30.587497] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKE' from 'https://tdm.silogroup.org/data/derivative_storage/SKE.csv'.
[2025-10-14T23:59:30.599713] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKE'.
[2025-10-14T23:59:30.600181] [INFO ] [FORECASTER] Starting predict_future for SKE
[2025-10-14T23:59:30.630013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:30.630944] [DEBUG] [LOCAL     ] No optimal features file found for SKE: ./output/feature-sets/SKE.txt
[2025-10-14T23:59:30.630999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:30.631033] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:30.631062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:30.631119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:30.648203] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:30.648812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:30.648896] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:30.648930] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:30.682956] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:30.683099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:30.683140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:30.683169] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:30.686713] [DEBUG] [FORECASTER] SKE: Forecast T+1@11:T+2@11: UP (p=51.17%)
[2025-10-14T23:59:30.686998] [INFO ] [FORECASTER] Completed predict_future for SKE
[2025-10-14T23:59:30.687140] [INFO ] [sig       ] SKE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:30.823409] [INFO ] [LOCAL     ] Saved forecast: SKE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SKE.txt
[2025-10-14T23:59:30.823755] [INFO ] [sig       ] [1394/1812] Completed SKE in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:30.823818] [INFO ] [sig       ] [1395/1812] Forecasting SKIL...
[2025-10-14T23:59:30.823853] [INFO ] [sig       ] Generating forecast for: SKIL
[2025-10-14T23:59:30.823885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKIL' from 'https://tdm.silogroup.org/data/derivative_storage/SKIL.csv'.
[2025-10-14T23:59:30.832521] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKIL'.
[2025-10-14T23:59:30.832863] [INFO ] [FORECASTER] Starting predict_future for SKIL
[2025-10-14T23:59:30.858406] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:30.859236] [DEBUG] [LOCAL     ] No optimal features file found for SKIL: ./output/feature-sets/SKIL.txt
[2025-10-14T23:59:30.859301] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:30.859338] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:30.859375] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:30.859453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:30.877482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:30.878111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:30.878197] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:30.878231] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:30.914290] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:30.914417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:30.914455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:30.914483] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:30.917843] [DEBUG] [FORECASTER] SKIL: Forecast T+1@11:T+2@11: DOWN (p=46.76%)
[2025-10-14T23:59:30.918144] [INFO ] [FORECASTER] Completed predict_future for SKIL
[2025-10-14T23:59:30.918289] [INFO ] [sig       ] SKIL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:31.056307] [INFO ] [LOCAL     ] Saved forecast: SKIL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SKIL.txt
[2025-10-14T23:59:31.056606] [INFO ] [sig       ] [1395/1812] Completed SKIL in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:31.056676] [INFO ] [sig       ] [1396/1812] Forecasting SKLZ...
[2025-10-14T23:59:31.056730] [INFO ] [sig       ] Generating forecast for: SKLZ
[2025-10-14T23:59:31.056765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKLZ' from 'https://tdm.silogroup.org/data/derivative_storage/SKLZ.csv'.
[2025-10-14T23:59:31.065397] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKLZ'.
[2025-10-14T23:59:31.065713] [INFO ] [FORECASTER] Starting predict_future for SKLZ
[2025-10-14T23:59:31.090282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:31.090994] [DEBUG] [LOCAL     ] No optimal features file found for SKLZ: ./output/feature-sets/SKLZ.txt
[2025-10-14T23:59:31.091048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:31.091081] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:31.091109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:31.091169] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:31.108036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:31.108631] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:31.108742] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:31.108779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:31.144332] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:31.144469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:31.144507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:31.144536] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:31.147946] [DEBUG] [FORECASTER] SKLZ: Forecast T+1@11:T+2@11: UP (p=74.99%)
[2025-10-14T23:59:31.148263] [INFO ] [FORECASTER] Completed predict_future for SKLZ
[2025-10-14T23:59:31.148435] [INFO ] [sig       ] SKLZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:31.298417] [INFO ] [LOCAL     ] Saved forecast: SKLZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SKLZ.txt
[2025-10-14T23:59:31.298739] [INFO ] [sig       ] [1396/1812] Completed SKLZ in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:31.298818] [INFO ] [sig       ] [1397/1812] Forecasting SKM...
[2025-10-14T23:59:31.298876] [INFO ] [sig       ] Generating forecast for: SKM
[2025-10-14T23:59:31.298912] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKM' from 'https://tdm.silogroup.org/data/derivative_storage/SKM.csv'.
[2025-10-14T23:59:31.308449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKM'.
[2025-10-14T23:59:31.308800] [INFO ] [FORECASTER] Starting predict_future for SKM
[2025-10-14T23:59:31.335926] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:31.336748] [DEBUG] [LOCAL     ] No optimal features file found for SKM: ./output/feature-sets/SKM.txt
[2025-10-14T23:59:31.336805] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:31.336838] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:31.336866] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:31.336944] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:31.357376] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:31.358183] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:31.358290] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:31.358365] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:31.391150] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:31.391251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:31.391289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:31.391319] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:31.394842] [DEBUG] [FORECASTER] SKM: Forecast T+1@11:T+2@11: DOWN (p=11.98%)
[2025-10-14T23:59:31.395117] [INFO ] [FORECASTER] Completed predict_future for SKM
[2025-10-14T23:59:31.395250] [INFO ] [sig       ] SKM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:31.550123] [INFO ] [LOCAL     ] Saved forecast: SKM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SKM.txt
[2025-10-14T23:59:31.550378] [INFO ] [sig       ] [1397/1812] Completed SKM in 0.3s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:31.550422] [INFO ] [sig       ] [1398/1812] Forecasting SKT...
[2025-10-14T23:59:31.550454] [INFO ] [sig       ] Generating forecast for: SKT
[2025-10-14T23:59:31.550486] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKT' from 'https://tdm.silogroup.org/data/derivative_storage/SKT.csv'.
[2025-10-14T23:59:31.559264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKT'.
[2025-10-14T23:59:31.559563] [INFO ] [FORECASTER] Starting predict_future for SKT
[2025-10-14T23:59:31.588546] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:31.589951] [DEBUG] [LOCAL     ] No optimal features file found for SKT: ./output/feature-sets/SKT.txt
[2025-10-14T23:59:31.590028] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:31.590118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:31.590206] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:31.590346] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:31.618808] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:31.619693] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:31.619780] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:31.619815] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:31.655885] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:31.656064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:31.656127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:31.656158] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:31.659738] [DEBUG] [FORECASTER] SKT: Forecast T+1@11:T+2@11: DOWN (p=6.82%)
[2025-10-14T23:59:31.660004] [INFO ] [FORECASTER] Completed predict_future for SKT
[2025-10-14T23:59:31.660158] [INFO ] [sig       ] SKT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:31.797160] [INFO ] [LOCAL     ] Saved forecast: SKT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SKT.txt
[2025-10-14T23:59:31.797403] [INFO ] [sig       ] [1398/1812] Completed SKT in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:31.797446] [INFO ] [sig       ] [1399/1812] Forecasting SKY...
[2025-10-14T23:59:31.797476] [INFO ] [sig       ] Generating forecast for: SKY
[2025-10-14T23:59:31.797507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKY' from 'https://tdm.silogroup.org/data/derivative_storage/SKY.csv'.
[2025-10-14T23:59:31.806605] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKY'.
[2025-10-14T23:59:31.807049] [INFO ] [FORECASTER] Starting predict_future for SKY
[2025-10-14T23:59:31.832008] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:31.832779] [DEBUG] [LOCAL     ] No optimal features file found for SKY: ./output/feature-sets/SKY.txt
[2025-10-14T23:59:31.832833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:31.832866] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:31.832893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:31.832949] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:31.849684] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:31.850219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:31.850299] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:31.850332] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:31.884949] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:31.885136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:31.885178] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:31.885208] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:31.888791] [DEBUG] [FORECASTER] SKY: Forecast T+1@11:T+2@11: UP (p=87.55%)
[2025-10-14T23:59:31.889082] [INFO ] [FORECASTER] Completed predict_future for SKY
[2025-10-14T23:59:31.889231] [INFO ] [sig       ] SKY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:32.029553] [INFO ] [LOCAL     ] Saved forecast: SKY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SKY.txt
[2025-10-14T23:59:32.029789] [INFO ] [sig       ] [1399/1812] Completed SKY in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:32.029857] [INFO ] [sig       ] [1400/1812] Forecasting SKYH...
[2025-10-14T23:59:32.029911] [INFO ] [sig       ] Generating forecast for: SKYH
[2025-10-14T23:59:32.029948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKYH' from 'https://tdm.silogroup.org/data/derivative_storage/SKYH.csv'.
[2025-10-14T23:59:32.040074] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKYH'.
[2025-10-14T23:59:32.040435] [INFO ] [FORECASTER] Starting predict_future for SKYH
[2025-10-14T23:59:32.067144] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:32.067905] [DEBUG] [LOCAL     ] No optimal features file found for SKYH: ./output/feature-sets/SKYH.txt
[2025-10-14T23:59:32.067962] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:32.067997] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:32.068025] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:32.068121] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:32.087266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:32.087887] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:32.087968] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:32.088002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:32.122563] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:32.122707] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:32.122758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:32.122790] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:32.126271] [DEBUG] [FORECASTER] SKYH: Forecast T+1@11:T+2@11: DOWN (p=4.10%)
[2025-10-14T23:59:32.126543] [INFO ] [FORECASTER] Completed predict_future for SKYH
[2025-10-14T23:59:32.126715] [INFO ] [sig       ] SKYH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:32.277946] [INFO ] [LOCAL     ] Saved forecast: SKYH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SKYH.txt
[2025-10-14T23:59:32.278182] [INFO ] [sig       ] [1400/1812] Completed SKYH in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:32.278244] [INFO ] [sig       ] [1401/1812] Forecasting SLB...
[2025-10-14T23:59:32.278278] [INFO ] [sig       ] Generating forecast for: SLB
[2025-10-14T23:59:32.278311] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLB' from 'https://tdm.silogroup.org/data/derivative_storage/SLB.csv'.
[2025-10-14T23:59:32.287757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLB'.
[2025-10-14T23:59:32.288144] [INFO ] [FORECASTER] Starting predict_future for SLB
[2025-10-14T23:59:32.315523] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:32.316245] [DEBUG] [LOCAL     ] No optimal features file found for SLB: ./output/feature-sets/SLB.txt
[2025-10-14T23:59:32.316310] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:32.316380] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:32.316468] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:32.316537] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:32.335412] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:32.336025] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:32.336110] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:32.336145] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:32.371530] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:32.371632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:32.371708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:32.371746] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:32.374826] [DEBUG] [FORECASTER] SLB: Forecast T+1@11:T+2@11: UP (p=91.42%)
[2025-10-14T23:59:32.375079] [INFO ] [FORECASTER] Completed predict_future for SLB
[2025-10-14T23:59:32.375213] [INFO ] [sig       ] SLB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:32.511063] [INFO ] [LOCAL     ] Saved forecast: SLB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SLB.txt
[2025-10-14T23:59:32.511297] [INFO ] [sig       ] [1401/1812] Completed SLB in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:32.511340] [INFO ] [sig       ] [1402/1812] Forecasting SLF...
[2025-10-14T23:59:32.511370] [INFO ] [sig       ] Generating forecast for: SLF
[2025-10-14T23:59:32.511401] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLF' from 'https://tdm.silogroup.org/data/derivative_storage/SLF.csv'.
[2025-10-14T23:59:32.521142] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLF'.
[2025-10-14T23:59:32.521545] [INFO ] [FORECASTER] Starting predict_future for SLF
[2025-10-14T23:59:32.549338] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:32.550353] [DEBUG] [LOCAL     ] No optimal features file found for SLF: ./output/feature-sets/SLF.txt
[2025-10-14T23:59:32.550435] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:32.550514] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:32.550571] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:32.550681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:32.569980] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:32.570676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:32.570766] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:32.570801] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:32.610535] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:32.610729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:32.610784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:32.610816] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:32.614324] [DEBUG] [FORECASTER] SLF: Forecast T+1@11:T+2@11: UP (p=57.11%)
[2025-10-14T23:59:32.614676] [INFO ] [FORECASTER] Completed predict_future for SLF
[2025-10-14T23:59:32.614833] [INFO ] [sig       ] SLF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:32.758784] [INFO ] [LOCAL     ] Saved forecast: SLF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SLF.txt
[2025-10-14T23:59:32.759004] [INFO ] [sig       ] [1402/1812] Completed SLF in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:32.759046] [INFO ] [sig       ] [1403/1812] Forecasting SLG...
[2025-10-14T23:59:32.759077] [INFO ] [sig       ] Generating forecast for: SLG
[2025-10-14T23:59:32.759109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLG' from 'https://tdm.silogroup.org/data/derivative_storage/SLG.csv'.
[2025-10-14T23:59:32.767808] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLG'.
[2025-10-14T23:59:32.768082] [INFO ] [FORECASTER] Starting predict_future for SLG
[2025-10-14T23:59:32.792460] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:32.793216] [DEBUG] [LOCAL     ] No optimal features file found for SLG: ./output/feature-sets/SLG.txt
[2025-10-14T23:59:32.793271] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:32.793304] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:32.793332] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:32.793389] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:32.810233] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:32.810952] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:32.811034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:32.811067] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:32.848327] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:32.848494] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:32.848536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:32.848566] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:32.852068] [DEBUG] [FORECASTER] SLG: Forecast T+1@11:T+2@11: DOWN (p=5.38%)
[2025-10-14T23:59:32.852376] [INFO ] [FORECASTER] Completed predict_future for SLG
[2025-10-14T23:59:32.852513] [INFO ] [sig       ] SLG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:32.990293] [INFO ] [LOCAL     ] Saved forecast: SLG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SLG.txt
[2025-10-14T23:59:32.990506] [INFO ] [sig       ] [1403/1812] Completed SLG in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:32.990548] [INFO ] [sig       ] [1404/1812] Forecasting SLGN...
[2025-10-14T23:59:32.990580] [INFO ] [sig       ] Generating forecast for: SLGN
[2025-10-14T23:59:32.990612] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLGN' from 'https://tdm.silogroup.org/data/derivative_storage/SLGN.csv'.
[2025-10-14T23:59:32.999908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLGN'.
[2025-10-14T23:59:33.000325] [INFO ] [FORECASTER] Starting predict_future for SLGN
[2025-10-14T23:59:33.025005] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:33.025789] [DEBUG] [LOCAL     ] No optimal features file found for SLGN: ./output/feature-sets/SLGN.txt
[2025-10-14T23:59:33.025843] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:33.025876] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:33.025904] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:33.025960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:33.043056] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:33.043608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:33.043712] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:33.043756] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:33.079126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:33.079688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:33.079744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:33.079777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:33.083128] [DEBUG] [FORECASTER] SLGN: Forecast T+1@11:T+2@11: UP (p=70.56%)
[2025-10-14T23:59:33.083414] [INFO ] [FORECASTER] Completed predict_future for SLGN
[2025-10-14T23:59:33.083557] [INFO ] [sig       ] SLGN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:33.226243] [INFO ] [LOCAL     ] Saved forecast: SLGN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SLGN.txt
[2025-10-14T23:59:33.226460] [INFO ] [sig       ] [1404/1812] Completed SLGN in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:33.226502] [INFO ] [sig       ] [1405/1812] Forecasting SLQT...
[2025-10-14T23:59:33.226533] [INFO ] [sig       ] Generating forecast for: SLQT
[2025-10-14T23:59:33.226564] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLQT' from 'https://tdm.silogroup.org/data/derivative_storage/SLQT.csv'.
[2025-10-14T23:59:33.240166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLQT'.
[2025-10-14T23:59:33.240584] [INFO ] [FORECASTER] Starting predict_future for SLQT
[2025-10-14T23:59:33.268035] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:33.268877] [DEBUG] [LOCAL     ] No optimal features file found for SLQT: ./output/feature-sets/SLQT.txt
[2025-10-14T23:59:33.268933] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:33.268968] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:33.269005] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:33.269074] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:33.286521] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:33.287109] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:33.287193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:33.287226] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:33.320914] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:33.321000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:33.321036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:33.321086] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:33.324154] [DEBUG] [FORECASTER] SLQT: Forecast T+1@11:T+2@11: DOWN (p=5.98%)
[2025-10-14T23:59:33.324401] [INFO ] [FORECASTER] Completed predict_future for SLQT
[2025-10-14T23:59:33.324529] [INFO ] [sig       ] SLQT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:33.461852] [INFO ] [LOCAL     ] Saved forecast: SLQT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SLQT.txt
[2025-10-14T23:59:33.462092] [INFO ] [sig       ] [1405/1812] Completed SLQT in 0.2s | 4.22 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:33.462138] [INFO ] [sig       ] [1406/1812] Forecasting SLVM...
[2025-10-14T23:59:33.462170] [INFO ] [sig       ] Generating forecast for: SLVM
[2025-10-14T23:59:33.462215] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLVM' from 'https://tdm.silogroup.org/data/derivative_storage/SLVM.csv'.
[2025-10-14T23:59:33.471103] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLVM'.
[2025-10-14T23:59:33.471360] [INFO ] [FORECASTER] Starting predict_future for SLVM
[2025-10-14T23:59:33.495692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:33.496357] [DEBUG] [LOCAL     ] No optimal features file found for SLVM: ./output/feature-sets/SLVM.txt
[2025-10-14T23:59:33.496410] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:33.496442] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:33.496469] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:33.496525] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:33.513309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:33.513872] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:33.513951] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:33.513985] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:33.548940] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:33.549043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:33.549081] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:33.549117] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:33.552166] [DEBUG] [FORECASTER] SLVM: Forecast T+1@11:T+2@11: DOWN (p=43.37%)
[2025-10-14T23:59:33.552417] [INFO ] [FORECASTER] Completed predict_future for SLVM
[2025-10-14T23:59:33.552546] [INFO ] [sig       ] SLVM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:33.691142] [INFO ] [LOCAL     ] Saved forecast: SLVM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SLVM.txt
[2025-10-14T23:59:33.691375] [INFO ] [sig       ] [1406/1812] Completed SLVM in 0.2s | 4.23 sym/s | Total: 5.5m | ETA: 1.6m
[2025-10-14T23:59:33.691417] [INFO ] [sig       ] [1407/1812] Forecasting SM...
[2025-10-14T23:59:33.691446] [INFO ] [sig       ] Generating forecast for: SM
[2025-10-14T23:59:33.691477] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SM' from 'https://tdm.silogroup.org/data/derivative_storage/SM.csv'.
[2025-10-14T23:59:33.700290] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SM'.
[2025-10-14T23:59:33.700560] [INFO ] [FORECASTER] Starting predict_future for SM
[2025-10-14T23:59:33.724907] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:33.725585] [DEBUG] [LOCAL     ] No optimal features file found for SM: ./output/feature-sets/SM.txt
[2025-10-14T23:59:33.725638] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:33.725713] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:33.725747] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:33.725821] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:33.742765] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:33.743339] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:33.743414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:33.743451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:33.777965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:33.778132] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:33.778195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:33.778231] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:33.781524] [DEBUG] [FORECASTER] SM: Forecast T+1@11:T+2@11: UP (p=95.87%)
[2025-10-14T23:59:33.781824] [INFO ] [FORECASTER] Completed predict_future for SM
[2025-10-14T23:59:33.781999] [INFO ] [sig       ] SM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:33.919610] [INFO ] [LOCAL     ] Saved forecast: SM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SM.txt
[2025-10-14T23:59:33.919846] [INFO ] [sig       ] [1407/1812] Completed SM in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:33.919895] [INFO ] [sig       ] [1408/1812] Forecasting SMBK...
[2025-10-14T23:59:33.919926] [INFO ] [sig       ] Generating forecast for: SMBK
[2025-10-14T23:59:33.919957] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMBK' from 'https://tdm.silogroup.org/data/derivative_storage/SMBK.csv'.
[2025-10-14T23:59:33.928190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMBK'.
[2025-10-14T23:59:33.928460] [INFO ] [FORECASTER] Starting predict_future for SMBK
[2025-10-14T23:59:33.952951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:33.953618] [DEBUG] [LOCAL     ] No optimal features file found for SMBK: ./output/feature-sets/SMBK.txt
[2025-10-14T23:59:33.953699] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:33.953742] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:33.953771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:33.953827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:33.970606] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:33.971156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:33.971235] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:33.971267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:34.009143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:34.009354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:34.009413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:34.009445] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:34.013119] [DEBUG] [FORECASTER] SMBK: Forecast T+1@11:T+2@11: DOWN (p=2.63%)
[2025-10-14T23:59:34.013376] [INFO ] [FORECASTER] Completed predict_future for SMBK
[2025-10-14T23:59:34.013513] [INFO ] [sig       ] SMBK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:34.158247] [INFO ] [LOCAL     ] Saved forecast: SMBK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SMBK.txt
[2025-10-14T23:59:34.158499] [INFO ] [sig       ] [1408/1812] Completed SMBK in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:34.158558] [INFO ] [sig       ] [1409/1812] Forecasting SMC...
[2025-10-14T23:59:34.158592] [INFO ] [sig       ] Generating forecast for: SMC
[2025-10-14T23:59:34.158674] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMC' from 'https://tdm.silogroup.org/data/derivative_storage/SMC.csv'.
[2025-10-14T23:59:34.168352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMC'.
[2025-10-14T23:59:34.168720] [INFO ] [FORECASTER] Starting predict_future for SMC
[2025-10-14T23:59:34.194052] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:34.194934] [DEBUG] [LOCAL     ] No optimal features file found for SMC: ./output/feature-sets/SMC.txt
[2025-10-14T23:59:34.194993] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:34.195027] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:34.195056] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:34.195113] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:34.212418] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:34.213134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:34.213222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:34.213257] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:34.250103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:34.250213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:34.250250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:34.250279] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:34.253490] [DEBUG] [FORECASTER] SMC: Forecast T+1@11:T+2@11: UP (p=84.31%)
[2025-10-14T23:59:34.253807] [INFO ] [FORECASTER] Completed predict_future for SMC
[2025-10-14T23:59:34.253949] [INFO ] [sig       ] SMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:34.399222] [INFO ] [LOCAL     ] Saved forecast: SMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SMC.txt
[2025-10-14T23:59:34.399470] [INFO ] [sig       ] [1409/1812] Completed SMC in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:34.399511] [INFO ] [sig       ] [1410/1812] Forecasting SMFG...
[2025-10-14T23:59:34.399541] [INFO ] [sig       ] Generating forecast for: SMFG
[2025-10-14T23:59:34.399573] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMFG' from 'https://tdm.silogroup.org/data/derivative_storage/SMFG.csv'.
[2025-10-14T23:59:34.409372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMFG'.
[2025-10-14T23:59:34.409728] [INFO ] [FORECASTER] Starting predict_future for SMFG
[2025-10-14T23:59:34.434135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:34.434874] [DEBUG] [LOCAL     ] No optimal features file found for SMFG: ./output/feature-sets/SMFG.txt
[2025-10-14T23:59:34.434928] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:34.434960] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:34.434988] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:34.435045] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:34.451940] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:34.452521] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:34.452600] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:34.452633] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:34.487280] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:34.487355] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:34.487390] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:34.487418] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:34.490426] [DEBUG] [FORECASTER] SMFG: Forecast T+1@11:T+2@11: UP (p=89.50%)
[2025-10-14T23:59:34.490694] [INFO ] [FORECASTER] Completed predict_future for SMFG
[2025-10-14T23:59:34.490834] [INFO ] [sig       ] SMFG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:34.626811] [INFO ] [LOCAL     ] Saved forecast: SMFG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SMFG.txt
[2025-10-14T23:59:34.627028] [INFO ] [sig       ] [1410/1812] Completed SMFG in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:34.627070] [INFO ] [sig       ] [1411/1812] Forecasting SMG...
[2025-10-14T23:59:34.627100] [INFO ] [sig       ] Generating forecast for: SMG
[2025-10-14T23:59:34.627203] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMG' from 'https://tdm.silogroup.org/data/derivative_storage/SMG.csv'.
[2025-10-14T23:59:34.636316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMG'.
[2025-10-14T23:59:34.636621] [INFO ] [FORECASTER] Starting predict_future for SMG
[2025-10-14T23:59:34.661140] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:34.661823] [DEBUG] [LOCAL     ] No optimal features file found for SMG: ./output/feature-sets/SMG.txt
[2025-10-14T23:59:34.661877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:34.661910] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:34.661937] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:34.661992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:34.678736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:34.679279] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:34.679362] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:34.679394] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:34.708674] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:34.708757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:34.708793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:34.708823] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:34.712160] [DEBUG] [FORECASTER] SMG: Forecast T+1@11:T+2@11: UP (p=96.36%)
[2025-10-14T23:59:34.712420] [INFO ] [FORECASTER] Completed predict_future for SMG
[2025-10-14T23:59:34.712548] [INFO ] [sig       ] SMG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:34.849017] [INFO ] [LOCAL     ] Saved forecast: SMG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SMG.txt
[2025-10-14T23:59:34.849282] [INFO ] [sig       ] [1411/1812] Completed SMG in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:34.849342] [INFO ] [sig       ] [1412/1812] Forecasting SMHI...
[2025-10-14T23:59:34.849375] [INFO ] [sig       ] Generating forecast for: SMHI
[2025-10-14T23:59:34.849407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMHI' from 'https://tdm.silogroup.org/data/derivative_storage/SMHI.csv'.
[2025-10-14T23:59:34.857418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMHI'.
[2025-10-14T23:59:34.857691] [INFO ] [FORECASTER] Starting predict_future for SMHI
[2025-10-14T23:59:34.881733] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:34.882396] [DEBUG] [LOCAL     ] No optimal features file found for SMHI: ./output/feature-sets/SMHI.txt
[2025-10-14T23:59:34.882447] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:34.882479] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:34.882506] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:34.882562] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:34.903273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:34.904143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:34.904225] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:34.904258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:34.934013] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:34.934130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:34.934166] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:34.934215] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:34.937629] [DEBUG] [FORECASTER] SMHI: Forecast T+1@11:T+2@11: UP (p=71.58%)
[2025-10-14T23:59:34.937917] [INFO ] [FORECASTER] Completed predict_future for SMHI
[2025-10-14T23:59:34.938046] [INFO ] [sig       ] SMHI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:35.074802] [INFO ] [LOCAL     ] Saved forecast: SMHI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SMHI.txt
[2025-10-14T23:59:35.075047] [INFO ] [sig       ] [1412/1812] Completed SMHI in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:35.075108] [INFO ] [sig       ] [1413/1812] Forecasting SMP...
[2025-10-14T23:59:35.075142] [INFO ] [sig       ] Generating forecast for: SMP
[2025-10-14T23:59:35.075174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMP' from 'https://tdm.silogroup.org/data/derivative_storage/SMP.csv'.
[2025-10-14T23:59:35.086542] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMP'.
[2025-10-14T23:59:35.087021] [INFO ] [FORECASTER] Starting predict_future for SMP
[2025-10-14T23:59:35.115147] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:35.115912] [DEBUG] [LOCAL     ] No optimal features file found for SMP: ./output/feature-sets/SMP.txt
[2025-10-14T23:59:35.115968] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:35.116004] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:35.116032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:35.116091] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:35.133381] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:35.133965] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:35.134046] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:35.134081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:35.171765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:35.171917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:35.171985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:35.172022] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:35.175847] [DEBUG] [FORECASTER] SMP: Forecast T+1@11:T+2@11: DOWN (p=14.64%)
[2025-10-14T23:59:35.176111] [INFO ] [FORECASTER] Completed predict_future for SMP
[2025-10-14T23:59:35.176250] [INFO ] [sig       ] SMP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:35.334257] [INFO ] [LOCAL     ] Saved forecast: SMP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SMP.txt
[2025-10-14T23:59:35.334526] [INFO ] [sig       ] [1413/1812] Completed SMP in 0.3s | 4.23 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:35.334602] [INFO ] [sig       ] [1414/1812] Forecasting SMR...
[2025-10-14T23:59:35.334696] [INFO ] [sig       ] Generating forecast for: SMR
[2025-10-14T23:59:35.334772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMR' from 'https://tdm.silogroup.org/data/derivative_storage/SMR.csv'.
[2025-10-14T23:59:35.344634] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMR'.
[2025-10-14T23:59:35.344981] [INFO ] [FORECASTER] Starting predict_future for SMR
[2025-10-14T23:59:35.374770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:35.375535] [DEBUG] [LOCAL     ] No optimal features file found for SMR: ./output/feature-sets/SMR.txt
[2025-10-14T23:59:35.375675] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:35.375741] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:35.375811] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:35.375935] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:35.397331] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:35.397953] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:35.398031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:35.398097] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:35.439307] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:35.439439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:35.439477] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:35.439505] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:35.443513] [DEBUG] [FORECASTER] SMR: Forecast T+1@11:T+2@11: DOWN (p=2.28%)
[2025-10-14T23:59:35.443846] [INFO ] [FORECASTER] Completed predict_future for SMR
[2025-10-14T23:59:35.443991] [INFO ] [sig       ] SMR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:35.599581] [INFO ] [LOCAL     ] Saved forecast: SMR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SMR.txt
[2025-10-14T23:59:35.599877] [INFO ] [sig       ] [1414/1812] Completed SMR in 0.3s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:35.599945] [INFO ] [sig       ] [1415/1812] Forecasting SMRT...
[2025-10-14T23:59:35.599983] [INFO ] [sig       ] Generating forecast for: SMRT
[2025-10-14T23:59:35.600015] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMRT' from 'https://tdm.silogroup.org/data/derivative_storage/SMRT.csv'.
[2025-10-14T23:59:35.609440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMRT'.
[2025-10-14T23:59:35.609806] [INFO ] [FORECASTER] Starting predict_future for SMRT
[2025-10-14T23:59:35.634190] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:35.634881] [DEBUG] [LOCAL     ] No optimal features file found for SMRT: ./output/feature-sets/SMRT.txt
[2025-10-14T23:59:35.634934] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:35.634967] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:35.634994] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:35.635051] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:35.651602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:35.652151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:35.652234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:35.652267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:35.687488] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:35.687560] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:35.687593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:35.687621] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:35.690598] [DEBUG] [FORECASTER] SMRT: Forecast T+1@11:T+2@11: UP (p=90.40%)
[2025-10-14T23:59:35.690868] [INFO ] [FORECASTER] Completed predict_future for SMRT
[2025-10-14T23:59:35.691005] [INFO ] [sig       ] SMRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:35.826841] [INFO ] [LOCAL     ] Saved forecast: SMRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SMRT.txt
[2025-10-14T23:59:35.827115] [INFO ] [sig       ] [1415/1812] Completed SMRT in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:35.827158] [INFO ] [sig       ] [1416/1812] Forecasting SN...
[2025-10-14T23:59:35.827189] [INFO ] [sig       ] Generating forecast for: SN
[2025-10-14T23:59:35.827221] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SN' from 'https://tdm.silogroup.org/data/derivative_storage/SN.csv'.
[2025-10-14T23:59:35.836930] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SN'.
[2025-10-14T23:59:35.837337] [INFO ] [FORECASTER] Starting predict_future for SN
[2025-10-14T23:59:35.865163] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:35.866009] [DEBUG] [LOCAL     ] No optimal features file found for SN: ./output/feature-sets/SN.txt
[2025-10-14T23:59:35.866066] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:35.866099] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:35.866128] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:35.866187] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:35.885291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:35.885933] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:35.886019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:35.886055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:35.920185] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:35.920346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:35.920388] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:35.920418] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:35.923999] [DEBUG] [FORECASTER] SN: Forecast T+1@11:T+2@11: UP (p=71.98%)
[2025-10-14T23:59:35.924315] [INFO ] [FORECASTER] Completed predict_future for SN
[2025-10-14T23:59:35.924467] [INFO ] [sig       ] SN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:36.066463] [INFO ] [LOCAL     ] Saved forecast: SN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SN.txt
[2025-10-14T23:59:36.066750] [INFO ] [sig       ] [1416/1812] Completed SN in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:36.066811] [INFO ] [sig       ] [1417/1812] Forecasting SNA...
[2025-10-14T23:59:36.066843] [INFO ] [sig       ] Generating forecast for: SNA
[2025-10-14T23:59:36.066874] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNA' from 'https://tdm.silogroup.org/data/derivative_storage/SNA.csv'.
[2025-10-14T23:59:36.075741] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNA'.
[2025-10-14T23:59:36.076023] [INFO ] [FORECASTER] Starting predict_future for SNA
[2025-10-14T23:59:36.100610] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:36.101315] [DEBUG] [LOCAL     ] No optimal features file found for SNA: ./output/feature-sets/SNA.txt
[2025-10-14T23:59:36.101368] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:36.101400] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:36.101429] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:36.101485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:36.119047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:36.119625] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:36.119774] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:36.119830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:36.158298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:36.158551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:36.158635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:36.158725] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:36.162635] [DEBUG] [FORECASTER] SNA: Forecast T+1@11:T+2@11: DOWN (p=5.64%)
[2025-10-14T23:59:36.162995] [INFO ] [FORECASTER] Completed predict_future for SNA
[2025-10-14T23:59:36.163138] [INFO ] [sig       ] SNA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:36.305383] [INFO ] [LOCAL     ] Saved forecast: SNA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SNA.txt
[2025-10-14T23:59:36.305617] [INFO ] [sig       ] [1417/1812] Completed SNA in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:36.305701] [INFO ] [sig       ] [1418/1812] Forecasting SNAP...
[2025-10-14T23:59:36.305749] [INFO ] [sig       ] Generating forecast for: SNAP
[2025-10-14T23:59:36.305784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNAP' from 'https://tdm.silogroup.org/data/derivative_storage/SNAP.csv'.
[2025-10-14T23:59:36.314931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNAP'.
[2025-10-14T23:59:36.315252] [INFO ] [FORECASTER] Starting predict_future for SNAP
[2025-10-14T23:59:36.341074] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:36.341888] [DEBUG] [LOCAL     ] No optimal features file found for SNAP: ./output/feature-sets/SNAP.txt
[2025-10-14T23:59:36.341943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:36.341977] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:36.342006] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:36.342064] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:36.359279] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:36.359931] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:36.360019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:36.360053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:36.392540] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:36.392683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:36.392738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:36.392770] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:36.395979] [DEBUG] [FORECASTER] SNAP: Forecast T+1@11:T+2@11: DOWN (p=7.08%)
[2025-10-14T23:59:36.396232] [INFO ] [FORECASTER] Completed predict_future for SNAP
[2025-10-14T23:59:36.396360] [INFO ] [sig       ] SNAP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:36.533455] [INFO ] [LOCAL     ] Saved forecast: SNAP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SNAP.txt
[2025-10-14T23:59:36.533684] [INFO ] [sig       ] [1418/1812] Completed SNAP in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:36.533743] [INFO ] [sig       ] [1419/1812] Forecasting SNDA...
[2025-10-14T23:59:36.533776] [INFO ] [sig       ] Generating forecast for: SNDA
[2025-10-14T23:59:36.533807] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNDA' from 'https://tdm.silogroup.org/data/derivative_storage/SNDA.csv'.
[2025-10-14T23:59:36.542930] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNDA'.
[2025-10-14T23:59:36.543260] [INFO ] [FORECASTER] Starting predict_future for SNDA
[2025-10-14T23:59:36.571393] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:36.572260] [DEBUG] [LOCAL     ] No optimal features file found for SNDA: ./output/feature-sets/SNDA.txt
[2025-10-14T23:59:36.572333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:36.572381] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:36.572412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:36.572471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:36.591831] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:36.592460] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:36.592545] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:36.592581] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:36.628348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:36.628526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:36.628570] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:36.628622] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:36.632073] [DEBUG] [FORECASTER] SNDA: Forecast T+1@11:T+2@11: DOWN (p=15.55%)
[2025-10-14T23:59:36.632374] [INFO ] [FORECASTER] Completed predict_future for SNDA
[2025-10-14T23:59:36.632520] [INFO ] [sig       ] SNDA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:36.771298] [INFO ] [LOCAL     ] Saved forecast: SNDA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SNDA.txt
[2025-10-14T23:59:36.771539] [INFO ] [sig       ] [1419/1812] Completed SNDA in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-14T23:59:36.771580] [INFO ] [sig       ] [1420/1812] Forecasting SNDR...
[2025-10-14T23:59:36.771611] [INFO ] [sig       ] Generating forecast for: SNDR
[2025-10-14T23:59:36.771665] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNDR' from 'https://tdm.silogroup.org/data/derivative_storage/SNDR.csv'.
[2025-10-14T23:59:36.780902] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNDR'.
[2025-10-14T23:59:36.781275] [INFO ] [FORECASTER] Starting predict_future for SNDR
[2025-10-14T23:59:36.806297] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:36.807070] [DEBUG] [LOCAL     ] No optimal features file found for SNDR: ./output/feature-sets/SNDR.txt
[2025-10-14T23:59:36.807123] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:36.807157] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:36.807185] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:36.807242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:36.824634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:36.825265] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:36.825346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:36.825380] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:36.862317] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:36.862490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:36.862530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:36.862561] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:36.867177] [DEBUG] [FORECASTER] SNDR: Forecast T+1@11:T+2@11: DOWN (p=31.95%)
[2025-10-14T23:59:36.867462] [INFO ] [FORECASTER] Completed predict_future for SNDR
[2025-10-14T23:59:36.867597] [INFO ] [sig       ] SNDR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:37.008813] [INFO ] [LOCAL     ] Saved forecast: SNDR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SNDR.txt
[2025-10-14T23:59:37.009023] [INFO ] [sig       ] [1420/1812] Completed SNDR in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:37.009065] [INFO ] [sig       ] [1421/1812] Forecasting SNN...
[2025-10-14T23:59:37.009096] [INFO ] [sig       ] Generating forecast for: SNN
[2025-10-14T23:59:37.009128] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNN' from 'https://tdm.silogroup.org/data/derivative_storage/SNN.csv'.
[2025-10-14T23:59:37.018243] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNN'.
[2025-10-14T23:59:37.018578] [INFO ] [FORECASTER] Starting predict_future for SNN
[2025-10-14T23:59:37.043195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:37.043921] [DEBUG] [LOCAL     ] No optimal features file found for SNN: ./output/feature-sets/SNN.txt
[2025-10-14T23:59:37.043975] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:37.044008] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:37.044037] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:37.044093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:37.061039] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:37.061557] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:37.061634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:37.061709] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:37.098355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:37.098449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:37.098484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:37.098513] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:37.101562] [DEBUG] [FORECASTER] SNN: Forecast T+1@11:T+2@11: UP (p=94.36%)
[2025-10-14T23:59:37.101840] [INFO ] [FORECASTER] Completed predict_future for SNN
[2025-10-14T23:59:37.101975] [INFO ] [sig       ] SNN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:37.240347] [INFO ] [LOCAL     ] Saved forecast: SNN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SNN.txt
[2025-10-14T23:59:37.240542] [INFO ] [sig       ] [1421/1812] Completed SNN in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:37.240583] [INFO ] [sig       ] [1422/1812] Forecasting SNOW...
[2025-10-14T23:59:37.240613] [INFO ] [sig       ] Generating forecast for: SNOW
[2025-10-14T23:59:37.240663] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNOW' from 'https://tdm.silogroup.org/data/derivative_storage/SNOW.csv'.
[2025-10-14T23:59:37.249253] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNOW'.
[2025-10-14T23:59:37.249506] [INFO ] [FORECASTER] Starting predict_future for SNOW
[2025-10-14T23:59:37.279084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:37.279898] [DEBUG] [LOCAL     ] No optimal features file found for SNOW: ./output/feature-sets/SNOW.txt
[2025-10-14T23:59:37.279954] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:37.279995] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:37.280048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:37.280108] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:37.297535] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:37.298218] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:37.298302] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:37.298337] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:37.333271] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:37.333350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:37.333389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:37.333422] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:37.336505] [DEBUG] [FORECASTER] SNOW: Forecast T+1@11:T+2@11: UP (p=95.02%)
[2025-10-14T23:59:37.336944] [INFO ] [FORECASTER] Completed predict_future for SNOW
[2025-10-14T23:59:37.337079] [INFO ] [sig       ] SNOW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:37.483633] [INFO ] [LOCAL     ] Saved forecast: SNOW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SNOW.txt
[2025-10-14T23:59:37.483870] [INFO ] [sig       ] [1422/1812] Completed SNOW in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:37.483912] [INFO ] [sig       ] [1423/1812] Forecasting SNV...
[2025-10-14T23:59:37.483942] [INFO ] [sig       ] Generating forecast for: SNV
[2025-10-14T23:59:37.483972] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNV' from 'https://tdm.silogroup.org/data/derivative_storage/SNV.csv'.
[2025-10-14T23:59:37.493418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNV'.
[2025-10-14T23:59:37.493703] [INFO ] [FORECASTER] Starting predict_future for SNV
[2025-10-14T23:59:37.519226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:37.519942] [DEBUG] [LOCAL     ] No optimal features file found for SNV: ./output/feature-sets/SNV.txt
[2025-10-14T23:59:37.519996] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:37.520030] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:37.520059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:37.520118] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:37.538278] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:37.538855] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:37.538934] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:37.538968] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:37.575126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:37.575215] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:37.575251] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:37.575280] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:37.578338] [DEBUG] [FORECASTER] SNV: Forecast T+1@11:T+2@11: UP (p=91.18%)
[2025-10-14T23:59:37.578585] [INFO ] [FORECASTER] Completed predict_future for SNV
[2025-10-14T23:59:37.578741] [INFO ] [sig       ] SNV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:37.720952] [INFO ] [LOCAL     ] Saved forecast: SNV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SNV.txt
[2025-10-14T23:59:37.721159] [INFO ] [sig       ] [1423/1812] Completed SNV in 0.2s | 4.22 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:37.721242] [INFO ] [sig       ] [1424/1812] Forecasting SNX...
[2025-10-14T23:59:37.721310] [INFO ] [sig       ] Generating forecast for: SNX
[2025-10-14T23:59:37.721387] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNX' from 'https://tdm.silogroup.org/data/derivative_storage/SNX.csv'.
[2025-10-14T23:59:37.730780] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNX'.
[2025-10-14T23:59:37.731107] [INFO ] [FORECASTER] Starting predict_future for SNX
[2025-10-14T23:59:37.755779] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:37.756419] [DEBUG] [LOCAL     ] No optimal features file found for SNX: ./output/feature-sets/SNX.txt
[2025-10-14T23:59:37.756471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:37.756504] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:37.756531] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:37.756587] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:37.773390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:37.773942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:37.774019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:37.774052] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:37.809590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:37.809700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:37.809748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:37.809777] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:37.812774] [DEBUG] [FORECASTER] SNX: Forecast T+1@11:T+2@11: DOWN (p=10.65%)
[2025-10-14T23:59:37.813025] [INFO ] [FORECASTER] Completed predict_future for SNX
[2025-10-14T23:59:37.813152] [INFO ] [sig       ] SNX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:37.951741] [INFO ] [LOCAL     ] Saved forecast: SNX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SNX.txt
[2025-10-14T23:59:37.952026] [INFO ] [sig       ] [1424/1812] Completed SNX in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:37.952077] [INFO ] [sig       ] [1425/1812] Forecasting SO...
[2025-10-14T23:59:37.952109] [INFO ] [sig       ] Generating forecast for: SO
[2025-10-14T23:59:37.952141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SO' from 'https://tdm.silogroup.org/data/derivative_storage/SO.csv'.
[2025-10-14T23:59:37.960903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SO'.
[2025-10-14T23:59:37.961275] [INFO ] [FORECASTER] Starting predict_future for SO
[2025-10-14T23:59:37.986234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:37.987009] [DEBUG] [LOCAL     ] No optimal features file found for SO: ./output/feature-sets/SO.txt
[2025-10-14T23:59:37.987063] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:37.987097] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:37.987124] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:37.987180] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:38.004315] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:38.005200] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:38.005288] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:38.005323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:38.041744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:38.041922] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:38.041963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:38.041993] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:38.045425] [DEBUG] [FORECASTER] SO: Forecast T+1@11:T+2@11: DOWN (p=46.85%)
[2025-10-14T23:59:38.045730] [INFO ] [FORECASTER] Completed predict_future for SO
[2025-10-14T23:59:38.045872] [INFO ] [sig       ] SO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:38.184363] [INFO ] [LOCAL     ] Saved forecast: SO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SO.txt
[2025-10-14T23:59:38.184556] [INFO ] [sig       ] [1425/1812] Completed SO in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:38.184597] [INFO ] [sig       ] [1426/1812] Forecasting SOBO...
[2025-10-14T23:59:38.184628] [INFO ] [sig       ] Generating forecast for: SOBO
[2025-10-14T23:59:38.184709] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOBO' from 'https://tdm.silogroup.org/data/derivative_storage/SOBO.csv'.
[2025-10-14T23:59:38.193172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOBO'.
[2025-10-14T23:59:38.193423] [INFO ] [FORECASTER] Starting predict_future for SOBO
[2025-10-14T23:59:38.217951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:38.218694] [DEBUG] [LOCAL     ] No optimal features file found for SOBO: ./output/feature-sets/SOBO.txt
[2025-10-14T23:59:38.218749] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:38.218782] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:38.218810] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:38.218867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:38.235567] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:38.236120] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:38.236195] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:38.236228] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:38.271313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:38.271387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:38.271421] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:38.271467] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:38.274416] [DEBUG] [FORECASTER] SOBO: Forecast T+1@11:T+2@11: DOWN (p=19.89%)
[2025-10-14T23:59:38.274677] [INFO ] [FORECASTER] Completed predict_future for SOBO
[2025-10-14T23:59:38.274818] [INFO ] [sig       ] SOBO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:38.412682] [INFO ] [LOCAL     ] Saved forecast: SOBO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SOBO.txt
[2025-10-14T23:59:38.412883] [INFO ] [sig       ] [1426/1812] Completed SOBO in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:38.412924] [INFO ] [sig       ] [1427/1812] Forecasting SOC...
[2025-10-14T23:59:38.412955] [INFO ] [sig       ] Generating forecast for: SOC
[2025-10-14T23:59:38.412987] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOC' from 'https://tdm.silogroup.org/data/derivative_storage/SOC.csv'.
[2025-10-14T23:59:38.421960] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOC'.
[2025-10-14T23:59:38.422284] [INFO ] [FORECASTER] Starting predict_future for SOC
[2025-10-14T23:59:38.446838] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:38.447491] [DEBUG] [LOCAL     ] No optimal features file found for SOC: ./output/feature-sets/SOC.txt
[2025-10-14T23:59:38.447543] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:38.447575] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:38.447603] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:38.447679] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:38.464422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:38.464981] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:38.465060] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:38.465096] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:38.499122] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:38.499205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:38.499241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:38.499271] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:38.502349] [DEBUG] [FORECASTER] SOC: Forecast T+1@11:T+2@11: DOWN (p=23.59%)
[2025-10-14T23:59:38.502598] [INFO ] [FORECASTER] Completed predict_future for SOC
[2025-10-14T23:59:38.502765] [INFO ] [sig       ] SOC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:38.644332] [INFO ] [LOCAL     ] Saved forecast: SOC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SOC.txt
[2025-10-14T23:59:38.644572] [INFO ] [sig       ] [1427/1812] Completed SOC in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:38.644625] [INFO ] [sig       ] [1428/1812] Forecasting SOJC...
[2025-10-14T23:59:38.644692] [INFO ] [sig       ] Generating forecast for: SOJC
[2025-10-14T23:59:38.644737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJC' from 'https://tdm.silogroup.org/data/derivative_storage/SOJC.csv'.
[2025-10-14T23:59:38.653410] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJC'.
[2025-10-14T23:59:38.653687] [INFO ] [FORECASTER] Starting predict_future for SOJC
[2025-10-14T23:59:38.679287] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:38.680021] [DEBUG] [LOCAL     ] No optimal features file found for SOJC: ./output/feature-sets/SOJC.txt
[2025-10-14T23:59:38.680075] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:38.680109] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:38.680138] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:38.680194] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:38.697395] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:38.697985] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:38.698088] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:38.698148] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:38.730469] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:38.730554] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:38.730590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:38.730618] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:38.733699] [DEBUG] [FORECASTER] SOJC: Forecast T+1@11:T+2@11: UP (p=98.33%)
[2025-10-14T23:59:38.733977] [INFO ] [FORECASTER] Completed predict_future for SOJC
[2025-10-14T23:59:38.734111] [INFO ] [sig       ] SOJC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:38.872188] [INFO ] [LOCAL     ] Saved forecast: SOJC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOJC.txt
[2025-10-14T23:59:38.872384] [INFO ] [sig       ] [1428/1812] Completed SOJC in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:38.872425] [INFO ] [sig       ] [1429/1812] Forecasting SOJD...
[2025-10-14T23:59:38.872455] [INFO ] [sig       ] Generating forecast for: SOJD
[2025-10-14T23:59:38.872486] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJD' from 'https://tdm.silogroup.org/data/derivative_storage/SOJD.csv'.
[2025-10-14T23:59:38.881309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJD'.
[2025-10-14T23:59:38.881557] [INFO ] [FORECASTER] Starting predict_future for SOJD
[2025-10-14T23:59:38.906351] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:38.907081] [DEBUG] [LOCAL     ] No optimal features file found for SOJD: ./output/feature-sets/SOJD.txt
[2025-10-14T23:59:38.907135] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:38.907169] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:38.907196] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:38.907258] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:38.924025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:38.924536] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:38.924611] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:38.924669] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:38.958718] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:38.958800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:38.958834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:38.958863] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:38.961831] [DEBUG] [FORECASTER] SOJD: Forecast T+1@11:T+2@11: UP (p=99.38%)
[2025-10-14T23:59:38.962076] [INFO ] [FORECASTER] Completed predict_future for SOJD
[2025-10-14T23:59:38.962203] [INFO ] [sig       ] SOJD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:39.101191] [INFO ] [LOCAL     ] Saved forecast: SOJD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOJD.txt
[2025-10-14T23:59:39.101394] [INFO ] [sig       ] [1429/1812] Completed SOJD in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:39.101435] [INFO ] [sig       ] [1430/1812] Forecasting SOJE...
[2025-10-14T23:59:39.101466] [INFO ] [sig       ] Generating forecast for: SOJE
[2025-10-14T23:59:39.101497] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJE' from 'https://tdm.silogroup.org/data/derivative_storage/SOJE.csv'.
[2025-10-14T23:59:39.110223] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJE'.
[2025-10-14T23:59:39.110487] [INFO ] [FORECASTER] Starting predict_future for SOJE
[2025-10-14T23:59:39.134760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:39.135413] [DEBUG] [LOCAL     ] No optimal features file found for SOJE: ./output/feature-sets/SOJE.txt
[2025-10-14T23:59:39.135465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:39.135497] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:39.135525] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:39.135629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:39.152817] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:39.153366] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:39.153440] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:39.153473] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:39.188623] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:39.188746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:39.188788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:39.188817] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:39.191844] [DEBUG] [FORECASTER] SOJE: Forecast T+1@11:T+2@11: UP (p=84.80%)
[2025-10-14T23:59:39.192092] [INFO ] [FORECASTER] Completed predict_future for SOJE
[2025-10-14T23:59:39.192218] [INFO ] [sig       ] SOJE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:39.338951] [INFO ] [LOCAL     ] Saved forecast: SOJE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOJE.txt
[2025-10-14T23:59:39.339272] [INFO ] [sig       ] [1430/1812] Completed SOJE in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:39.339336] [INFO ] [sig       ] [1431/1812] Forecasting SOL...
[2025-10-14T23:59:39.339372] [INFO ] [sig       ] Generating forecast for: SOL
[2025-10-14T23:59:39.339406] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOL' from 'https://tdm.silogroup.org/data/derivative_storage/SOL.csv'.
[2025-10-14T23:59:39.349174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOL'.
[2025-10-14T23:59:39.349546] [INFO ] [FORECASTER] Starting predict_future for SOL
[2025-10-14T23:59:39.375714] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:39.376537] [DEBUG] [LOCAL     ] No optimal features file found for SOL: ./output/feature-sets/SOL.txt
[2025-10-14T23:59:39.376594] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:39.376629] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:39.376699] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:39.376780] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:39.394998] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:39.395933] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:39.396015] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:39.396049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:39.429175] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:39.429277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:39.429314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:39.429347] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:39.432404] [DEBUG] [FORECASTER] SOL: Forecast T+1@11:T+2@11: UP (p=78.00%)
[2025-10-14T23:59:39.432680] [INFO ] [FORECASTER] Completed predict_future for SOL
[2025-10-14T23:59:39.432832] [INFO ] [sig       ] SOL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:39.570753] [INFO ] [LOCAL     ] Saved forecast: SOL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOL.txt
[2025-10-14T23:59:39.570973] [INFO ] [sig       ] [1431/1812] Completed SOL in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:39.571043] [INFO ] [sig       ] [1432/1812] Forecasting SOLV...
[2025-10-14T23:59:39.571094] [INFO ] [sig       ] Generating forecast for: SOLV
[2025-10-14T23:59:39.571127] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOLV' from 'https://tdm.silogroup.org/data/derivative_storage/SOLV.csv'.
[2025-10-14T23:59:39.580128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOLV'.
[2025-10-14T23:59:39.580442] [INFO ] [FORECASTER] Starting predict_future for SOLV
[2025-10-14T23:59:39.604800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:39.605447] [DEBUG] [LOCAL     ] No optimal features file found for SOLV: ./output/feature-sets/SOLV.txt
[2025-10-14T23:59:39.605499] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:39.605533] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:39.605561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:39.605616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:39.623420] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:39.624085] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:39.624178] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:39.624231] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:39.658366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:39.658457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:39.658493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:39.658522] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:39.661599] [DEBUG] [FORECASTER] SOLV: Forecast T+1@11:T+2@11: UP (p=95.27%)
[2025-10-14T23:59:39.661882] [INFO ] [FORECASTER] Completed predict_future for SOLV
[2025-10-14T23:59:39.662018] [INFO ] [sig       ] SOLV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:39.798470] [INFO ] [LOCAL     ] Saved forecast: SOLV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOLV.txt
[2025-10-14T23:59:39.798711] [INFO ] [sig       ] [1432/1812] Completed SOLV in 0.2s | 4.23 sym/s | Total: 5.6m | ETA: 1.5m
[2025-10-14T23:59:39.798771] [INFO ] [sig       ] [1433/1812] Forecasting SON...
[2025-10-14T23:59:39.798804] [INFO ] [sig       ] Generating forecast for: SON
[2025-10-14T23:59:39.798835] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SON' from 'https://tdm.silogroup.org/data/derivative_storage/SON.csv'.
[2025-10-14T23:59:39.807672] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SON'.
[2025-10-14T23:59:39.808000] [INFO ] [FORECASTER] Starting predict_future for SON
[2025-10-14T23:59:39.832466] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:39.833165] [DEBUG] [LOCAL     ] No optimal features file found for SON: ./output/feature-sets/SON.txt
[2025-10-14T23:59:39.833218] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:39.833250] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:39.833278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:39.833336] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:39.850567] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:39.851134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:39.851215] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:39.851248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:39.887315] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:39.887448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:39.887954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:39.888009] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:39.892377] [DEBUG] [FORECASTER] SON: Forecast T+1@11:T+2@11: DOWN (p=19.42%)
[2025-10-14T23:59:39.892685] [INFO ] [FORECASTER] Completed predict_future for SON
[2025-10-14T23:59:39.892840] [INFO ] [sig       ] SON: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:40.030415] [INFO ] [LOCAL     ] Saved forecast: SON	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SON.txt
[2025-10-14T23:59:40.030672] [INFO ] [sig       ] [1433/1812] Completed SON in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:40.030734] [INFO ] [sig       ] [1434/1812] Forecasting SONY...
[2025-10-14T23:59:40.030768] [INFO ] [sig       ] Generating forecast for: SONY
[2025-10-14T23:59:40.030799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SONY' from 'https://tdm.silogroup.org/data/derivative_storage/SONY.csv'.
[2025-10-14T23:59:40.039089] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SONY'.
[2025-10-14T23:59:40.039341] [INFO ] [FORECASTER] Starting predict_future for SONY
[2025-10-14T23:59:40.063704] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:40.064413] [DEBUG] [LOCAL     ] No optimal features file found for SONY: ./output/feature-sets/SONY.txt
[2025-10-14T23:59:40.064465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:40.064497] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:40.064526] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:40.064583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:40.081594] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:40.082190] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:40.082269] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:40.082306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:40.116707] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:40.116804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:40.116841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:40.116870] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:40.119961] [DEBUG] [FORECASTER] SONY: Forecast T+1@11:T+2@11: UP (p=90.03%)
[2025-10-14T23:59:40.120213] [INFO ] [FORECASTER] Completed predict_future for SONY
[2025-10-14T23:59:40.120346] [INFO ] [sig       ] SONY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:40.260822] [INFO ] [LOCAL     ] Saved forecast: SONY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SONY.txt
[2025-10-14T23:59:40.261023] [INFO ] [sig       ] [1434/1812] Completed SONY in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:40.261064] [INFO ] [sig       ] [1435/1812] Forecasting SOR...
[2025-10-14T23:59:40.261095] [INFO ] [sig       ] Generating forecast for: SOR
[2025-10-14T23:59:40.261125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOR' from 'https://tdm.silogroup.org/data/derivative_storage/SOR.csv'.
[2025-10-14T23:59:40.269024] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOR'.
[2025-10-14T23:59:40.269271] [INFO ] [FORECASTER] Starting predict_future for SOR
[2025-10-14T23:59:40.293848] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:40.294541] [DEBUG] [LOCAL     ] No optimal features file found for SOR: ./output/feature-sets/SOR.txt
[2025-10-14T23:59:40.294594] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:40.294625] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:40.294697] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:40.294769] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:40.311987] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:40.312571] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:40.312668] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:40.312721] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:40.346775] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:40.346866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:40.346901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:40.346930] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:40.349990] [DEBUG] [FORECASTER] SOR: Forecast T+1@11:T+2@11: UP (p=98.06%)
[2025-10-14T23:59:40.350239] [INFO ] [FORECASTER] Completed predict_future for SOR
[2025-10-14T23:59:40.350372] [INFO ] [sig       ] SOR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:40.489347] [INFO ] [LOCAL     ] Saved forecast: SOR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SOR.txt
[2025-10-14T23:59:40.489550] [INFO ] [sig       ] [1435/1812] Completed SOR in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:40.489591] [INFO ] [sig       ] [1436/1812] Forecasting SOS...
[2025-10-14T23:59:40.489622] [INFO ] [sig       ] Generating forecast for: SOS
[2025-10-14T23:59:40.489683] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOS' from 'https://tdm.silogroup.org/data/derivative_storage/SOS.csv'.
[2025-10-14T23:59:40.497734] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SOS'.
[2025-10-14T23:59:40.497977] [INFO ] [FORECASTER] Starting predict_future for SOS
[2025-10-14T23:59:40.522780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:40.523463] [DEBUG] [LOCAL     ] No optimal features file found for SOS: ./output/feature-sets/SOS.txt
[2025-10-14T23:59:40.523515] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:40.523546] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:40.523574] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:40.523629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:40.540462] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:40.541020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:40.541099] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:40.541132] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:40.577386] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:40.577490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:40.577525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:40.577553] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:40.580762] [DEBUG] [FORECASTER] SOS: Forecast T+1@11:T+2@11: DOWN (p=3.94%)
[2025-10-14T23:59:40.581015] [INFO ] [FORECASTER] Completed predict_future for SOS
[2025-10-14T23:59:40.581143] [INFO ] [sig       ] SOS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:40.719267] [INFO ] [LOCAL     ] Saved forecast: SOS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SOS.txt
[2025-10-14T23:59:40.719564] [INFO ] [sig       ] [1436/1812] Completed SOS in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:40.719612] [INFO ] [sig       ] [1437/1812] Forecasting SPB...
[2025-10-14T23:59:40.719671] [INFO ] [sig       ] Generating forecast for: SPB
[2025-10-14T23:59:40.719726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPB' from 'https://tdm.silogroup.org/data/derivative_storage/SPB.csv'.
[2025-10-14T23:59:40.727758] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPB'.
[2025-10-14T23:59:40.728100] [INFO ] [FORECASTER] Starting predict_future for SPB
[2025-10-14T23:59:40.752422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:40.753168] [DEBUG] [LOCAL     ] No optimal features file found for SPB: ./output/feature-sets/SPB.txt
[2025-10-14T23:59:40.753221] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:40.753254] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:40.753282] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:40.753338] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:40.770401] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:40.770972] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:40.771048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:40.771081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:40.805173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:40.805270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:40.805306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:40.805334] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:40.808434] [DEBUG] [FORECASTER] SPB: Forecast T+1@11:T+2@11: DOWN (p=5.64%)
[2025-10-14T23:59:40.808714] [INFO ] [FORECASTER] Completed predict_future for SPB
[2025-10-14T23:59:40.808849] [INFO ] [sig       ] SPB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:40.945837] [INFO ] [LOCAL     ] Saved forecast: SPB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPB.txt
[2025-10-14T23:59:40.946041] [INFO ] [sig       ] [1437/1812] Completed SPB in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:40.946081] [INFO ] [sig       ] [1438/1812] Forecasting SPCE...
[2025-10-14T23:59:40.946111] [INFO ] [sig       ] Generating forecast for: SPCE
[2025-10-14T23:59:40.946141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPCE' from 'https://tdm.silogroup.org/data/derivative_storage/SPCE.csv'.
[2025-10-14T23:59:40.954279] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPCE'.
[2025-10-14T23:59:40.954544] [INFO ] [FORECASTER] Starting predict_future for SPCE
[2025-10-14T23:59:40.982692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:40.983411] [DEBUG] [LOCAL     ] No optimal features file found for SPCE: ./output/feature-sets/SPCE.txt
[2025-10-14T23:59:40.983468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:40.983502] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:40.983528] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:40.983584] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:41.000399] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:41.000959] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:41.001035] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:41.001068] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:41.035725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:41.035815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:41.035850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:41.035878] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:41.038934] [DEBUG] [FORECASTER] SPCE: Forecast T+1@11:T+2@11: UP (p=52.60%)
[2025-10-14T23:59:41.039184] [INFO ] [FORECASTER] Completed predict_future for SPCE
[2025-10-14T23:59:41.039313] [INFO ] [sig       ] SPCE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:41.176303] [INFO ] [LOCAL     ] Saved forecast: SPCE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPCE.txt
[2025-10-14T23:59:41.176498] [INFO ] [sig       ] [1438/1812] Completed SPCE in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:41.176546] [INFO ] [sig       ] [1439/1812] Forecasting SPE...
[2025-10-14T23:59:41.176578] [INFO ] [sig       ] Generating forecast for: SPE
[2025-10-14T23:59:41.176608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPE' from 'https://tdm.silogroup.org/data/derivative_storage/SPE.csv'.
[2025-10-14T23:59:41.185245] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPE'.
[2025-10-14T23:59:41.185494] [INFO ] [FORECASTER] Starting predict_future for SPE
[2025-10-14T23:59:41.209814] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:41.210474] [DEBUG] [LOCAL     ] No optimal features file found for SPE: ./output/feature-sets/SPE.txt
[2025-10-14T23:59:41.210526] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:41.210558] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:41.210586] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:41.210661] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:41.227436] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:41.228015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:41.228111] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:41.228164] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:41.260774] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:41.260855] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:41.260889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:41.260917] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:41.263862] [DEBUG] [FORECASTER] SPE: Forecast T+1@11:T+2@11: DOWN (p=20.52%)
[2025-10-14T23:59:41.264113] [INFO ] [FORECASTER] Completed predict_future for SPE
[2025-10-14T23:59:41.264243] [INFO ] [sig       ] SPE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:41.401399] [INFO ] [LOCAL     ] Saved forecast: SPE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPE.txt
[2025-10-14T23:59:41.401598] [INFO ] [sig       ] [1439/1812] Completed SPE in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:41.401658] [INFO ] [sig       ] [1440/1812] Forecasting SPG...
[2025-10-14T23:59:41.401713] [INFO ] [sig       ] Generating forecast for: SPG
[2025-10-14T23:59:41.401747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPG' from 'https://tdm.silogroup.org/data/derivative_storage/SPG.csv'.
[2025-10-14T23:59:41.410329] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPG'.
[2025-10-14T23:59:41.410684] [INFO ] [FORECASTER] Starting predict_future for SPG
[2025-10-14T23:59:41.435115] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:41.435869] [DEBUG] [LOCAL     ] No optimal features file found for SPG: ./output/feature-sets/SPG.txt
[2025-10-14T23:59:41.435922] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:41.435954] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:41.435982] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:41.436037] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:41.453299] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:41.453846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:41.453922] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:41.453954] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:41.489619] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:41.489740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:41.489783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:41.489850] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:41.492948] [DEBUG] [FORECASTER] SPG: Forecast T+1@11:T+2@11: UP (p=51.76%)
[2025-10-14T23:59:41.493196] [INFO ] [FORECASTER] Completed predict_future for SPG
[2025-10-14T23:59:41.493323] [INFO ] [sig       ] SPG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:41.630927] [INFO ] [LOCAL     ] Saved forecast: SPG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPG.txt
[2025-10-14T23:59:41.631159] [INFO ] [sig       ] [1440/1812] Completed SPG in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:41.631199] [INFO ] [sig       ] [1441/1812] Forecasting SPGI...
[2025-10-14T23:59:41.631229] [INFO ] [sig       ] Generating forecast for: SPGI
[2025-10-14T23:59:41.631260] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPGI' from 'https://tdm.silogroup.org/data/derivative_storage/SPGI.csv'.
[2025-10-14T23:59:41.639527] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPGI'.
[2025-10-14T23:59:41.639815] [INFO ] [FORECASTER] Starting predict_future for SPGI
[2025-10-14T23:59:41.664133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:41.664858] [DEBUG] [LOCAL     ] No optimal features file found for SPGI: ./output/feature-sets/SPGI.txt
[2025-10-14T23:59:41.664912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:41.664945] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:41.664973] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:41.665030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:41.681876] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:41.682393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:41.682469] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:41.682501] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:41.722696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:41.722861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:41.722914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:41.722945] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:41.726351] [DEBUG] [FORECASTER] SPGI: Forecast T+1@11:T+2@11: DOWN (p=8.06%)
[2025-10-14T23:59:41.726630] [INFO ] [FORECASTER] Completed predict_future for SPGI
[2025-10-14T23:59:41.726798] [INFO ] [sig       ] SPGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:41.865609] [INFO ] [LOCAL     ] Saved forecast: SPGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPGI.txt
[2025-10-14T23:59:41.865855] [INFO ] [sig       ] [1441/1812] Completed SPGI in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:41.865914] [INFO ] [sig       ] [1442/1812] Forecasting SPH...
[2025-10-14T23:59:41.865948] [INFO ] [sig       ] Generating forecast for: SPH
[2025-10-14T23:59:41.865981] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPH' from 'https://tdm.silogroup.org/data/derivative_storage/SPH.csv'.
[2025-10-14T23:59:41.874466] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPH'.
[2025-10-14T23:59:41.874740] [INFO ] [FORECASTER] Starting predict_future for SPH
[2025-10-14T23:59:41.899325] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:41.900020] [DEBUG] [LOCAL     ] No optimal features file found for SPH: ./output/feature-sets/SPH.txt
[2025-10-14T23:59:41.900073] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:41.900106] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:41.900133] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:41.900191] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:41.917166] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:41.917755] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:41.917832] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:41.917866] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:41.952240] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:41.952314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:41.952348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:41.952377] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:41.955395] [DEBUG] [FORECASTER] SPH: Forecast T+1@11:T+2@11: UP (p=59.39%)
[2025-10-14T23:59:41.955636] [INFO ] [FORECASTER] Completed predict_future for SPH
[2025-10-14T23:59:41.955797] [INFO ] [sig       ] SPH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:42.093156] [INFO ] [LOCAL     ] Saved forecast: SPH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPH.txt
[2025-10-14T23:59:42.093345] [INFO ] [sig       ] [1442/1812] Completed SPH in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:42.093385] [INFO ] [sig       ] [1443/1812] Forecasting SPIR...
[2025-10-14T23:59:42.093415] [INFO ] [sig       ] Generating forecast for: SPIR
[2025-10-14T23:59:42.093446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPIR' from 'https://tdm.silogroup.org/data/derivative_storage/SPIR.csv'.
[2025-10-14T23:59:42.102202] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPIR'.
[2025-10-14T23:59:42.102461] [INFO ] [FORECASTER] Starting predict_future for SPIR
[2025-10-14T23:59:42.127563] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:42.128413] [DEBUG] [LOCAL     ] No optimal features file found for SPIR: ./output/feature-sets/SPIR.txt
[2025-10-14T23:59:42.128473] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:42.128506] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:42.128597] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:42.128687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:42.145974] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:42.146818] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:42.146900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:42.146935] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:42.181682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:42.181857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:42.181897] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:42.181926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:42.185448] [DEBUG] [FORECASTER] SPIR: Forecast T+1@11:T+2@11: DOWN (p=24.69%)
[2025-10-14T23:59:42.185824] [INFO ] [FORECASTER] Completed predict_future for SPIR
[2025-10-14T23:59:42.185974] [INFO ] [sig       ] SPIR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:42.323180] [INFO ] [LOCAL     ] Saved forecast: SPIR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPIR.txt
[2025-10-14T23:59:42.323385] [INFO ] [sig       ] [1443/1812] Completed SPIR in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:42.323426] [INFO ] [sig       ] [1444/1812] Forecasting SPMC...
[2025-10-14T23:59:42.323456] [INFO ] [sig       ] Generating forecast for: SPMC
[2025-10-14T23:59:42.323487] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPMC' from 'https://tdm.silogroup.org/data/derivative_storage/SPMC.csv'.
[2025-10-14T23:59:42.331407] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPMC'.
[2025-10-14T23:59:42.331687] [INFO ] [FORECASTER] Starting predict_future for SPMC
[2025-10-14T23:59:42.355906] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:42.356568] [DEBUG] [LOCAL     ] No optimal features file found for SPMC: ./output/feature-sets/SPMC.txt
[2025-10-14T23:59:42.356621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:42.356686] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:42.356730] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:42.356788] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:42.373937] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:42.374475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:42.374551] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:42.374585] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:42.408103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:42.408277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:42.408318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:42.408348] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:42.411787] [DEBUG] [FORECASTER] SPMC: Forecast T+1@11:T+2@11: DOWN (p=24.34%)
[2025-10-14T23:59:42.412070] [INFO ] [FORECASTER] Completed predict_future for SPMC
[2025-10-14T23:59:42.412202] [INFO ] [sig       ] SPMC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:42.566894] [INFO ] [LOCAL     ] Saved forecast: SPMC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPMC.txt
[2025-10-14T23:59:42.567093] [INFO ] [sig       ] [1444/1812] Completed SPMC in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-14T23:59:42.567134] [INFO ] [sig       ] [1445/1812] Forecasting SPNT...
[2025-10-14T23:59:42.567164] [INFO ] [sig       ] Generating forecast for: SPNT
[2025-10-14T23:59:42.567195] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPNT' from 'https://tdm.silogroup.org/data/derivative_storage/SPNT.csv'.
[2025-10-14T23:59:42.575982] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPNT'.
[2025-10-14T23:59:42.576221] [INFO ] [FORECASTER] Starting predict_future for SPNT
[2025-10-14T23:59:42.600709] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:42.601354] [DEBUG] [LOCAL     ] No optimal features file found for SPNT: ./output/feature-sets/SPNT.txt
[2025-10-14T23:59:42.601406] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:42.601439] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:42.601467] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:42.601523] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:42.619472] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:42.620130] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:42.620223] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:42.620276] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:42.654109] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:42.654185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:42.654220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:42.654249] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:42.657244] [DEBUG] [FORECASTER] SPNT: Forecast T+1@11:T+2@11: UP (p=53.48%)
[2025-10-14T23:59:42.657496] [INFO ] [FORECASTER] Completed predict_future for SPNT
[2025-10-14T23:59:42.657622] [INFO ] [sig       ] SPNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:42.796467] [INFO ] [LOCAL     ] Saved forecast: SPNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPNT.txt
[2025-10-14T23:59:42.796693] [INFO ] [sig       ] [1445/1812] Completed SPNT in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:42.796761] [INFO ] [sig       ] [1446/1812] Forecasting SPOT...
[2025-10-14T23:59:42.796796] [INFO ] [sig       ] Generating forecast for: SPOT
[2025-10-14T23:59:42.796828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPOT' from 'https://tdm.silogroup.org/data/derivative_storage/SPOT.csv'.
[2025-10-14T23:59:42.809523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPOT'.
[2025-10-14T23:59:42.809822] [INFO ] [FORECASTER] Starting predict_future for SPOT
[2025-10-14T23:59:42.834850] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:42.835508] [DEBUG] [LOCAL     ] No optimal features file found for SPOT: ./output/feature-sets/SPOT.txt
[2025-10-14T23:59:42.835560] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:42.835593] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:42.835620] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:42.835704] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:42.852977] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:42.853484] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:42.853558] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:42.853591] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:42.889692] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:42.889806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:42.889842] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:42.889871] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:42.892926] [DEBUG] [FORECASTER] SPOT: Forecast T+1@11:T+2@11: DOWN (p=7.32%)
[2025-10-14T23:59:42.893173] [INFO ] [FORECASTER] Completed predict_future for SPOT
[2025-10-14T23:59:42.893301] [INFO ] [sig       ] SPOT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:43.032529] [INFO ] [LOCAL     ] Saved forecast: SPOT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SPOT.txt
[2025-10-14T23:59:43.032735] [INFO ] [sig       ] [1446/1812] Completed SPOT in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:43.032794] [INFO ] [sig       ] [1447/1812] Forecasting SPR...
[2025-10-14T23:59:43.032828] [INFO ] [sig       ] Generating forecast for: SPR
[2025-10-14T23:59:43.032859] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPR' from 'https://tdm.silogroup.org/data/derivative_storage/SPR.csv'.
[2025-10-14T23:59:43.041389] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPR'.
[2025-10-14T23:59:43.041639] [INFO ] [FORECASTER] Starting predict_future for SPR
[2025-10-14T23:59:43.066107] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:43.066848] [DEBUG] [LOCAL     ] No optimal features file found for SPR: ./output/feature-sets/SPR.txt
[2025-10-14T23:59:43.066901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:43.066934] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:43.066962] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:43.067017] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:43.083831] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:43.084338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:43.084414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:43.084447] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:43.120744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:43.120829] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:43.120865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:43.120913] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:43.123942] [DEBUG] [FORECASTER] SPR: Forecast T+1@11:T+2@11: UP (p=97.73%)
[2025-10-14T23:59:43.124190] [INFO ] [FORECASTER] Completed predict_future for SPR
[2025-10-14T23:59:43.124319] [INFO ] [sig       ] SPR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:43.264913] [INFO ] [LOCAL     ] Saved forecast: SPR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPR.txt
[2025-10-14T23:59:43.265128] [INFO ] [sig       ] [1447/1812] Completed SPR in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:43.265168] [INFO ] [sig       ] [1448/1812] Forecasting SPRU...
[2025-10-14T23:59:43.265199] [INFO ] [sig       ] Generating forecast for: SPRU
[2025-10-14T23:59:43.265230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPRU' from 'https://tdm.silogroup.org/data/derivative_storage/SPRU.csv'.
[2025-10-14T23:59:43.274009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPRU'.
[2025-10-14T23:59:43.274257] [INFO ] [FORECASTER] Starting predict_future for SPRU
[2025-10-14T23:59:43.298568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:43.299263] [DEBUG] [LOCAL     ] No optimal features file found for SPRU: ./output/feature-sets/SPRU.txt
[2025-10-14T23:59:43.299316] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:43.299354] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:43.299388] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:43.299457] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:43.316588] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:43.317154] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:43.317231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:43.317263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:43.353781] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:43.353862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:43.353897] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:43.353926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:43.356874] [DEBUG] [FORECASTER] SPRU: Forecast T+1@11:T+2@11: UP (p=58.75%)
[2025-10-14T23:59:43.357118] [INFO ] [FORECASTER] Completed predict_future for SPRU
[2025-10-14T23:59:43.357240] [INFO ] [sig       ] SPRU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:43.495499] [INFO ] [LOCAL     ] Saved forecast: SPRU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPRU.txt
[2025-10-14T23:59:43.495700] [INFO ] [sig       ] [1448/1812] Completed SPRU in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:43.495760] [INFO ] [sig       ] [1449/1812] Forecasting SPXC...
[2025-10-14T23:59:43.495794] [INFO ] [sig       ] Generating forecast for: SPXC
[2025-10-14T23:59:43.495825] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPXC' from 'https://tdm.silogroup.org/data/derivative_storage/SPXC.csv'.
[2025-10-14T23:59:43.504592] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPXC'.
[2025-10-14T23:59:43.504991] [INFO ] [FORECASTER] Starting predict_future for SPXC
[2025-10-14T23:59:43.529826] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:43.530619] [DEBUG] [LOCAL     ] No optimal features file found for SPXC: ./output/feature-sets/SPXC.txt
[2025-10-14T23:59:43.530703] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:43.530746] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:43.530776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:43.530833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:43.548031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:43.552241] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:43.552329] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:43.552363] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:43.589319] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:43.589496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:43.589544] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:43.589575] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:43.593087] [DEBUG] [FORECASTER] SPXC: Forecast T+1@11:T+2@11: UP (p=89.71%)
[2025-10-14T23:59:43.593360] [INFO ] [FORECASTER] Completed predict_future for SPXC
[2025-10-14T23:59:43.593532] [INFO ] [sig       ] SPXC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:43.732099] [INFO ] [LOCAL     ] Saved forecast: SPXC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPXC.txt
[2025-10-14T23:59:43.732292] [INFO ] [sig       ] [1449/1812] Completed SPXC in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:43.732332] [INFO ] [sig       ] [1450/1812] Forecasting SPXX...
[2025-10-14T23:59:43.732361] [INFO ] [sig       ] Generating forecast for: SPXX
[2025-10-14T23:59:43.732392] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPXX' from 'https://tdm.silogroup.org/data/derivative_storage/SPXX.csv'.
[2025-10-14T23:59:43.741441] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPXX'.
[2025-10-14T23:59:43.741721] [INFO ] [FORECASTER] Starting predict_future for SPXX
[2025-10-14T23:59:43.765951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:43.766612] [DEBUG] [LOCAL     ] No optimal features file found for SPXX: ./output/feature-sets/SPXX.txt
[2025-10-14T23:59:43.766690] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:43.766735] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:43.766765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:43.766822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:43.783824] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:43.784334] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:43.784412] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:43.784446] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:43.820622] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:43.820730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:43.820772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:43.820802] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:43.823788] [DEBUG] [FORECASTER] SPXX: Forecast T+1@11:T+2@11: UP (p=99.18%)
[2025-10-14T23:59:43.824035] [INFO ] [FORECASTER] Completed predict_future for SPXX
[2025-10-14T23:59:43.824175] [INFO ] [sig       ] SPXX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:43.962297] [INFO ] [LOCAL     ] Saved forecast: SPXX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SPXX.txt
[2025-10-14T23:59:43.962487] [INFO ] [sig       ] [1450/1812] Completed SPXX in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:43.962528] [INFO ] [sig       ] [1451/1812] Forecasting SQM...
[2025-10-14T23:59:43.962558] [INFO ] [sig       ] Generating forecast for: SQM
[2025-10-14T23:59:43.962589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SQM' from 'https://tdm.silogroup.org/data/derivative_storage/SQM.csv'.
[2025-10-14T23:59:43.971078] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SQM'.
[2025-10-14T23:59:43.971334] [INFO ] [FORECASTER] Starting predict_future for SQM
[2025-10-14T23:59:43.995691] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:43.996354] [DEBUG] [LOCAL     ] No optimal features file found for SQM: ./output/feature-sets/SQM.txt
[2025-10-14T23:59:43.996406] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:43.996439] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:43.996466] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:43.996522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:44.013270] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:44.013814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:44.013893] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:44.013926] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:44.049971] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:44.050062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:44.050096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:44.050125] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:44.053115] [DEBUG] [FORECASTER] SQM: Forecast T+1@11:T+2@11: DOWN (p=40.43%)
[2025-10-14T23:59:44.053362] [INFO ] [FORECASTER] Completed predict_future for SQM
[2025-10-14T23:59:44.053489] [INFO ] [sig       ] SQM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:44.190666] [INFO ] [LOCAL     ] Saved forecast: SQM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SQM.txt
[2025-10-14T23:59:44.190859] [INFO ] [sig       ] [1451/1812] Completed SQM in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:44.190899] [INFO ] [sig       ] [1452/1812] Forecasting SQNS...
[2025-10-14T23:59:44.190929] [INFO ] [sig       ] Generating forecast for: SQNS
[2025-10-14T23:59:44.190959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SQNS' from 'https://tdm.silogroup.org/data/derivative_storage/SQNS.csv'.
[2025-10-14T23:59:44.199351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SQNS'.
[2025-10-14T23:59:44.199593] [INFO ] [FORECASTER] Starting predict_future for SQNS
[2025-10-14T23:59:44.224058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:44.224853] [DEBUG] [LOCAL     ] No optimal features file found for SQNS: ./output/feature-sets/SQNS.txt
[2025-10-14T23:59:44.224909] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:44.224944] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:44.224973] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:44.225030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:44.242098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:44.242973] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:44.243061] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:44.243096] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:44.279696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:44.279877] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:44.279922] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:44.279954] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:44.283357] [DEBUG] [FORECASTER] SQNS: Forecast T+1@11:T+2@11: UP (p=98.87%)
[2025-10-14T23:59:44.283625] [INFO ] [FORECASTER] Completed predict_future for SQNS
[2025-10-14T23:59:44.283793] [INFO ] [sig       ] SQNS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:44.424871] [INFO ] [LOCAL     ] Saved forecast: SQNS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SQNS.txt
[2025-10-14T23:59:44.425071] [INFO ] [sig       ] [1452/1812] Completed SQNS in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:44.425139] [INFO ] [sig       ] [1453/1812] Forecasting SR...
[2025-10-14T23:59:44.425174] [INFO ] [sig       ] Generating forecast for: SR
[2025-10-14T23:59:44.425247] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SR' from 'https://tdm.silogroup.org/data/derivative_storage/SR.csv'.
[2025-10-14T23:59:44.433916] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SR'.
[2025-10-14T23:59:44.434161] [INFO ] [FORECASTER] Starting predict_future for SR
[2025-10-14T23:59:44.458625] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:44.459306] [DEBUG] [LOCAL     ] No optimal features file found for SR: ./output/feature-sets/SR.txt
[2025-10-14T23:59:44.459358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:44.459390] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:44.459418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:44.459475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:44.476260] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:44.476803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:44.476879] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:44.476913] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:44.511913] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:44.511984] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:44.512019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:44.512046] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:44.514988] [DEBUG] [FORECASTER] SR: Forecast T+1@11:T+2@11: UP (p=93.09%)
[2025-10-14T23:59:44.515229] [INFO ] [FORECASTER] Completed predict_future for SR
[2025-10-14T23:59:44.515364] [INFO ] [sig       ] SR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:44.654400] [INFO ] [LOCAL     ] Saved forecast: SR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SR.txt
[2025-10-14T23:59:44.654633] [INFO ] [sig       ] [1453/1812] Completed SR in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:44.654718] [INFO ] [sig       ] [1454/1812] Forecasting SRE...
[2025-10-14T23:59:44.654756] [INFO ] [sig       ] Generating forecast for: SRE
[2025-10-14T23:59:44.654787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRE' from 'https://tdm.silogroup.org/data/derivative_storage/SRE.csv'.
[2025-10-14T23:59:44.663429] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRE'.
[2025-10-14T23:59:44.663789] [INFO ] [FORECASTER] Starting predict_future for SRE
[2025-10-14T23:59:44.688347] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:44.689134] [DEBUG] [LOCAL     ] No optimal features file found for SRE: ./output/feature-sets/SRE.txt
[2025-10-14T23:59:44.689188] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:44.689222] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:44.689251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:44.689308] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:44.706458] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:44.707289] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:44.707373] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:44.707407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:44.743464] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:44.743568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:44.743604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:44.743632] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:44.746728] [DEBUG] [FORECASTER] SRE: Forecast T+1@11:T+2@11: UP (p=99.48%)
[2025-10-14T23:59:44.746982] [INFO ] [FORECASTER] Completed predict_future for SRE
[2025-10-14T23:59:44.747112] [INFO ] [sig       ] SRE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:44.884569] [INFO ] [LOCAL     ] Saved forecast: SRE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SRE.txt
[2025-10-14T23:59:44.884768] [INFO ] [sig       ] [1454/1812] Completed SRE in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:44.884827] [INFO ] [sig       ] [1455/1812] Forecasting SREA...
[2025-10-14T23:59:44.884860] [INFO ] [sig       ] Generating forecast for: SREA
[2025-10-14T23:59:44.884891] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SREA' from 'https://tdm.silogroup.org/data/derivative_storage/SREA.csv'.
[2025-10-14T23:59:44.893601] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SREA'.
[2025-10-14T23:59:44.893871] [INFO ] [FORECASTER] Starting predict_future for SREA
[2025-10-14T23:59:44.918100] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:44.918797] [DEBUG] [LOCAL     ] No optimal features file found for SREA: ./output/feature-sets/SREA.txt
[2025-10-14T23:59:44.918851] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:44.918884] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:44.918913] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:44.918968] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:44.936036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:44.936551] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:44.936625] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:44.936693] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:44.971232] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:44.971305] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:44.971339] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:44.971369] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:44.974383] [DEBUG] [FORECASTER] SREA: Forecast T+1@11:T+2@11: UP (p=90.55%)
[2025-10-14T23:59:44.974637] [INFO ] [FORECASTER] Completed predict_future for SREA
[2025-10-14T23:59:44.974803] [INFO ] [sig       ] SREA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:45.117704] [INFO ] [LOCAL     ] Saved forecast: SREA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SREA.txt
[2025-10-14T23:59:45.117950] [INFO ] [sig       ] [1455/1812] Completed SREA in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:45.117994] [INFO ] [sig       ] [1456/1812] Forecasting SRFM...
[2025-10-14T23:59:45.118025] [INFO ] [sig       ] Generating forecast for: SRFM
[2025-10-14T23:59:45.118055] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRFM' from 'https://tdm.silogroup.org/data/derivative_storage/SRFM.csv'.
[2025-10-14T23:59:45.127562] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRFM'.
[2025-10-14T23:59:45.127990] [INFO ] [FORECASTER] Starting predict_future for SRFM
[2025-10-14T23:59:45.153821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:45.154555] [DEBUG] [LOCAL     ] No optimal features file found for SRFM: ./output/feature-sets/SRFM.txt
[2025-10-14T23:59:45.154668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:45.154724] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:45.154755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:45.154813] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:45.172735] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:45.173293] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:45.173370] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:45.173405] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:45.211054] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:45.211131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:45.211165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:45.211192] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:45.214119] [DEBUG] [FORECASTER] SRFM: Forecast T+1@11:T+2@11: DOWN (p=12.93%)
[2025-10-14T23:59:45.214358] [INFO ] [FORECASTER] Completed predict_future for SRFM
[2025-10-14T23:59:45.214482] [INFO ] [sig       ] SRFM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:45.356737] [INFO ] [LOCAL     ] Saved forecast: SRFM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SRFM.txt
[2025-10-14T23:59:45.356974] [INFO ] [sig       ] [1456/1812] Completed SRFM in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:45.357017] [INFO ] [sig       ] [1457/1812] Forecasting SRG...
[2025-10-14T23:59:45.357048] [INFO ] [sig       ] Generating forecast for: SRG
[2025-10-14T23:59:45.357078] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRG' from 'https://tdm.silogroup.org/data/derivative_storage/SRG.csv'.
[2025-10-14T23:59:45.367707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRG'.
[2025-10-14T23:59:45.368118] [INFO ] [FORECASTER] Starting predict_future for SRG
[2025-10-14T23:59:45.393547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:45.394291] [DEBUG] [LOCAL     ] No optimal features file found for SRG: ./output/feature-sets/SRG.txt
[2025-10-14T23:59:45.394345] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:45.394379] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:45.394411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:45.394471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:45.412438] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:45.413002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:45.413082] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:45.413116] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:45.449935] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:45.450031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:45.450067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:45.450095] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:45.453166] [DEBUG] [FORECASTER] SRG: Forecast T+1@11:T+2@11: UP (p=97.43%)
[2025-10-14T23:59:45.453415] [INFO ] [FORECASTER] Completed predict_future for SRG
[2025-10-14T23:59:45.453544] [INFO ] [sig       ] SRG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:45.591515] [INFO ] [LOCAL     ] Saved forecast: SRG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SRG.txt
[2025-10-14T23:59:45.591725] [INFO ] [sig       ] [1457/1812] Completed SRG in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:45.591784] [INFO ] [sig       ] [1458/1812] Forecasting SRI...
[2025-10-14T23:59:45.591817] [INFO ] [sig       ] Generating forecast for: SRI
[2025-10-14T23:59:45.591847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRI' from 'https://tdm.silogroup.org/data/derivative_storage/SRI.csv'.
[2025-10-14T23:59:45.599963] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRI'.
[2025-10-14T23:59:45.600203] [INFO ] [FORECASTER] Starting predict_future for SRI
[2025-10-14T23:59:45.625089] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:45.625874] [DEBUG] [LOCAL     ] No optimal features file found for SRI: ./output/feature-sets/SRI.txt
[2025-10-14T23:59:45.625939] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:45.625973] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:45.626001] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:45.626057] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:45.643251] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:45.644008] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:45.644093] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:45.644126] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:45.679083] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:45.679170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:45.679205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:45.679234] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:45.682352] [DEBUG] [FORECASTER] SRI: Forecast T+1@11:T+2@11: UP (p=89.92%)
[2025-10-14T23:59:45.682602] [INFO ] [FORECASTER] Completed predict_future for SRI
[2025-10-14T23:59:45.682762] [INFO ] [sig       ] SRI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:45.826729] [INFO ] [LOCAL     ] Saved forecast: SRI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SRI.txt
[2025-10-14T23:59:45.827003] [INFO ] [sig       ] [1458/1812] Completed SRI in 0.2s | 4.23 sym/s | Total: 5.7m | ETA: 1.4m
[2025-10-14T23:59:45.827049] [INFO ] [sig       ] [1459/1812] Forecasting SRV...
[2025-10-14T23:59:45.827079] [INFO ] [sig       ] Generating forecast for: SRV
[2025-10-14T23:59:45.827111] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRV' from 'https://tdm.silogroup.org/data/derivative_storage/SRV.csv'.
[2025-10-14T23:59:45.835852] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRV'.
[2025-10-14T23:59:45.836115] [INFO ] [FORECASTER] Starting predict_future for SRV
[2025-10-14T23:59:45.860706] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:45.861358] [DEBUG] [LOCAL     ] No optimal features file found for SRV: ./output/feature-sets/SRV.txt
[2025-10-14T23:59:45.861411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:45.861447] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:45.861476] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:45.861532] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:45.878676] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:45.879206] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:45.879315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:45.879355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:45.916131] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:45.916215] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:45.916250] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:45.916278] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:45.919236] [DEBUG] [FORECASTER] SRV: Forecast T+1@11:T+2@11: DOWN (p=48.08%)
[2025-10-14T23:59:45.919485] [INFO ] [FORECASTER] Completed predict_future for SRV
[2025-10-14T23:59:45.919616] [INFO ] [sig       ] SRV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:46.056873] [INFO ] [LOCAL     ] Saved forecast: SRV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SRV.txt
[2025-10-14T23:59:46.057065] [INFO ] [sig       ] [1459/1812] Completed SRV in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:46.057106] [INFO ] [sig       ] [1460/1812] Forecasting SSB...
[2025-10-14T23:59:46.057144] [INFO ] [sig       ] Generating forecast for: SSB
[2025-10-14T23:59:46.057177] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSB' from 'https://tdm.silogroup.org/data/derivative_storage/SSB.csv'.
[2025-10-14T23:59:46.066134] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSB'.
[2025-10-14T23:59:46.066387] [INFO ] [FORECASTER] Starting predict_future for SSB
[2025-10-14T23:59:46.090861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:46.091512] [DEBUG] [LOCAL     ] No optimal features file found for SSB: ./output/feature-sets/SSB.txt
[2025-10-14T23:59:46.091565] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:46.091598] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:46.091626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:46.091717] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:46.108562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:46.109111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:46.109185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:46.109218] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:46.144129] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:46.144232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:46.144275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:46.144304] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:46.147425] [DEBUG] [FORECASTER] SSB: Forecast T+1@11:T+2@11: UP (p=84.44%)
[2025-10-14T23:59:46.147706] [INFO ] [FORECASTER] Completed predict_future for SSB
[2025-10-14T23:59:46.147840] [INFO ] [sig       ] SSB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:46.286098] [INFO ] [LOCAL     ] Saved forecast: SSB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SSB.txt
[2025-10-14T23:59:46.286278] [INFO ] [sig       ] [1460/1812] Completed SSB in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:46.286318] [INFO ] [sig       ] [1461/1812] Forecasting SSD...
[2025-10-14T23:59:46.286348] [INFO ] [sig       ] Generating forecast for: SSD
[2025-10-14T23:59:46.286379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSD' from 'https://tdm.silogroup.org/data/derivative_storage/SSD.csv'.
[2025-10-14T23:59:46.295310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSD'.
[2025-10-14T23:59:46.295569] [INFO ] [FORECASTER] Starting predict_future for SSD
[2025-10-14T23:59:46.320013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:46.320843] [DEBUG] [LOCAL     ] No optimal features file found for SSD: ./output/feature-sets/SSD.txt
[2025-10-14T23:59:46.320899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:46.320932] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:46.320960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:46.321016] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:46.337986] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:46.338796] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:46.338886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:46.338919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:46.373565] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:46.373758] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:46.373810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:46.373841] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:46.377202] [DEBUG] [FORECASTER] SSD: Forecast T+1@11:T+2@11: UP (p=93.21%)
[2025-10-14T23:59:46.377474] [INFO ] [FORECASTER] Completed predict_future for SSD
[2025-10-14T23:59:46.377606] [INFO ] [sig       ] SSD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:46.515050] [INFO ] [LOCAL     ] Saved forecast: SSD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SSD.txt
[2025-10-14T23:59:46.515237] [INFO ] [sig       ] [1461/1812] Completed SSD in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:46.515278] [INFO ] [sig       ] [1462/1812] Forecasting SSL...
[2025-10-14T23:59:46.515308] [INFO ] [sig       ] Generating forecast for: SSL
[2025-10-14T23:59:46.515339] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSL' from 'https://tdm.silogroup.org/data/derivative_storage/SSL.csv'.
[2025-10-14T23:59:46.524166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSL'.
[2025-10-14T23:59:46.524401] [INFO ] [FORECASTER] Starting predict_future for SSL
[2025-10-14T23:59:46.552045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:46.552774] [DEBUG] [LOCAL     ] No optimal features file found for SSL: ./output/feature-sets/SSL.txt
[2025-10-14T23:59:46.552827] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:46.552860] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:46.552889] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:46.552945] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:46.569603] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:46.570169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:46.570246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:46.570279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:46.606765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:46.606862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:46.606898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:46.606926] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:46.612089] [DEBUG] [FORECASTER] SSL: Forecast T+1@11:T+2@11: DOWN (p=27.22%)
[2025-10-14T23:59:46.612343] [INFO ] [FORECASTER] Completed predict_future for SSL
[2025-10-14T23:59:46.612472] [INFO ] [sig       ] SSL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:46.753103] [INFO ] [LOCAL     ] Saved forecast: SSL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SSL.txt
[2025-10-14T23:59:46.753307] [INFO ] [sig       ] [1462/1812] Completed SSL in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:46.753348] [INFO ] [sig       ] [1463/1812] Forecasting SST...
[2025-10-14T23:59:46.753379] [INFO ] [sig       ] Generating forecast for: SST
[2025-10-14T23:59:46.753409] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SST' from 'https://tdm.silogroup.org/data/derivative_storage/SST.csv'.
[2025-10-14T23:59:46.762076] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SST'.
[2025-10-14T23:59:46.762328] [INFO ] [FORECASTER] Starting predict_future for SST
[2025-10-14T23:59:46.786625] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:46.787306] [DEBUG] [LOCAL     ] No optimal features file found for SST: ./output/feature-sets/SST.txt
[2025-10-14T23:59:46.787358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:46.787391] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:46.787418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:46.787473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:46.804247] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:46.804876] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:46.804952] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:46.804986] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:46.840611] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:46.840739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:46.840783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:46.840813] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:46.843985] [DEBUG] [FORECASTER] SST: Forecast T+1@11:T+2@11: DOWN (p=8.28%)
[2025-10-14T23:59:46.844280] [INFO ] [FORECASTER] Completed predict_future for SST
[2025-10-14T23:59:46.844415] [INFO ] [sig       ] SST: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:46.983389] [INFO ] [LOCAL     ] Saved forecast: SST	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SST.txt
[2025-10-14T23:59:46.983586] [INFO ] [sig       ] [1463/1812] Completed SST in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:46.983628] [INFO ] [sig       ] [1464/1812] Forecasting SSTK...
[2025-10-14T23:59:46.983694] [INFO ] [sig       ] Generating forecast for: SSTK
[2025-10-14T23:59:46.983738] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSTK' from 'https://tdm.silogroup.org/data/derivative_storage/SSTK.csv'.
[2025-10-14T23:59:46.992432] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSTK'.
[2025-10-14T23:59:46.992691] [INFO ] [FORECASTER] Starting predict_future for SSTK
[2025-10-14T23:59:47.016973] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:47.017614] [DEBUG] [LOCAL     ] No optimal features file found for SSTK: ./output/feature-sets/SSTK.txt
[2025-10-14T23:59:47.017690] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:47.017735] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:47.017766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:47.017823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:47.035305] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:47.035884] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:47.035963] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:47.035998] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:47.072189] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:47.072278] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:47.072314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:47.072343] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:47.075399] [DEBUG] [FORECASTER] SSTK: Forecast T+1@11:T+2@11: UP (p=55.04%)
[2025-10-14T23:59:47.075669] [INFO ] [FORECASTER] Completed predict_future for SSTK
[2025-10-14T23:59:47.075808] [INFO ] [sig       ] SSTK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:47.214275] [INFO ] [LOCAL     ] Saved forecast: SSTK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SSTK.txt
[2025-10-14T23:59:47.214464] [INFO ] [sig       ] [1464/1812] Completed SSTK in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:47.214507] [INFO ] [sig       ] [1465/1812] Forecasting ST...
[2025-10-14T23:59:47.214538] [INFO ] [sig       ] Generating forecast for: ST
[2025-10-14T23:59:47.214570] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ST' from 'https://tdm.silogroup.org/data/derivative_storage/ST.csv'.
[2025-10-14T23:59:47.223072] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ST'.
[2025-10-14T23:59:47.223313] [INFO ] [FORECASTER] Starting predict_future for ST
[2025-10-14T23:59:47.248128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:47.248875] [DEBUG] [LOCAL     ] No optimal features file found for ST: ./output/feature-sets/ST.txt
[2025-10-14T23:59:47.248930] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:47.248964] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:47.248992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:47.249050] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:47.269561] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:47.270302] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:47.270382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:47.270416] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:47.305924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:47.306011] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:47.306047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:47.306077] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:47.309156] [DEBUG] [FORECASTER] ST: Forecast T+1@11:T+2@11: UP (p=99.52%)
[2025-10-14T23:59:47.309403] [INFO ] [FORECASTER] Completed predict_future for ST
[2025-10-14T23:59:47.309535] [INFO ] [sig       ] ST: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:47.507398] [INFO ] [LOCAL     ] Saved forecast: ST	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ST.txt
[2025-10-14T23:59:47.507594] [INFO ] [sig       ] [1465/1812] Completed ST in 0.3s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:47.507699] [INFO ] [sig       ] [1466/1812] Forecasting STAG...
[2025-10-14T23:59:47.507751] [INFO ] [sig       ] Generating forecast for: STAG
[2025-10-14T23:59:47.507817] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STAG' from 'https://tdm.silogroup.org/data/derivative_storage/STAG.csv'.
[2025-10-14T23:59:47.517295] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STAG'.
[2025-10-14T23:59:47.517683] [INFO ] [FORECASTER] Starting predict_future for STAG
[2025-10-14T23:59:47.543974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:47.544677] [DEBUG] [LOCAL     ] No optimal features file found for STAG: ./output/feature-sets/STAG.txt
[2025-10-14T23:59:47.544735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:47.544768] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:47.544796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:47.544854] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:47.563207] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:47.563830] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:47.563931] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:47.563977] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:47.599934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:47.600032] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:47.600069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:47.600102] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:47.603793] [DEBUG] [FORECASTER] STAG: Forecast T+1@11:T+2@11: DOWN (p=8.79%)
[2025-10-14T23:59:47.604047] [INFO ] [FORECASTER] Completed predict_future for STAG
[2025-10-14T23:59:47.604175] [INFO ] [sig       ] STAG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:47.759705] [INFO ] [LOCAL     ] Saved forecast: STAG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STAG.txt
[2025-10-14T23:59:47.759970] [INFO ] [sig       ] [1466/1812] Completed STAG in 0.3s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:47.760031] [INFO ] [sig       ] [1467/1812] Forecasting STC...
[2025-10-14T23:59:47.760076] [INFO ] [sig       ] Generating forecast for: STC
[2025-10-14T23:59:47.760112] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STC' from 'https://tdm.silogroup.org/data/derivative_storage/STC.csv'.
[2025-10-14T23:59:47.768834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STC'.
[2025-10-14T23:59:47.769113] [INFO ] [FORECASTER] Starting predict_future for STC
[2025-10-14T23:59:47.796706] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:47.797447] [DEBUG] [LOCAL     ] No optimal features file found for STC: ./output/feature-sets/STC.txt
[2025-10-14T23:59:47.797517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:47.797562] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:47.797591] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:47.797670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:47.816712] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:47.817271] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:47.817377] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:47.817437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:47.848200] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:47.848292] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:47.848330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:47.848359] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:47.851524] [DEBUG] [FORECASTER] STC: Forecast T+1@11:T+2@11: DOWN (p=5.88%)
[2025-10-14T23:59:47.851820] [INFO ] [FORECASTER] Completed predict_future for STC
[2025-10-14T23:59:47.851955] [INFO ] [sig       ] STC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:48.007125] [INFO ] [LOCAL     ] Saved forecast: STC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STC.txt
[2025-10-14T23:59:48.007371] [INFO ] [sig       ] [1467/1812] Completed STC in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:48.007443] [INFO ] [sig       ] [1468/1812] Forecasting STE...
[2025-10-14T23:59:48.007493] [INFO ] [sig       ] Generating forecast for: STE
[2025-10-14T23:59:48.007527] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STE' from 'https://tdm.silogroup.org/data/derivative_storage/STE.csv'.
[2025-10-14T23:59:48.016051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STE'.
[2025-10-14T23:59:48.016346] [INFO ] [FORECASTER] Starting predict_future for STE
[2025-10-14T23:59:48.043117] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:48.043876] [DEBUG] [LOCAL     ] No optimal features file found for STE: ./output/feature-sets/STE.txt
[2025-10-14T23:59:48.043931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:48.043966] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:48.043996] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:48.044053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:48.062356] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:48.062949] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:48.063035] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:48.063069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:48.094920] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:48.095030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:48.095066] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:48.095095] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:48.098950] [DEBUG] [FORECASTER] STE: Forecast T+1@11:T+2@11: DOWN (p=46.08%)
[2025-10-14T23:59:48.099354] [INFO ] [FORECASTER] Completed predict_future for STE
[2025-10-14T23:59:48.099497] [INFO ] [sig       ] STE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:48.258792] [INFO ] [LOCAL     ] Saved forecast: STE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STE.txt
[2025-10-14T23:59:48.259050] [INFO ] [sig       ] [1468/1812] Completed STE in 0.3s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:48.259103] [INFO ] [sig       ] [1469/1812] Forecasting STEL...
[2025-10-14T23:59:48.259137] [INFO ] [sig       ] Generating forecast for: STEL
[2025-10-14T23:59:48.259169] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEL' from 'https://tdm.silogroup.org/data/derivative_storage/STEL.csv'.
[2025-10-14T23:59:48.269041] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEL'.
[2025-10-14T23:59:48.269330] [INFO ] [FORECASTER] Starting predict_future for STEL
[2025-10-14T23:59:48.296743] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:48.297749] [DEBUG] [LOCAL     ] No optimal features file found for STEL: ./output/feature-sets/STEL.txt
[2025-10-14T23:59:48.297804] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:48.297836] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:48.297875] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:48.297992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:48.317397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:48.318004] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:48.318109] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:48.318163] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:48.351622] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:48.351740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:48.351784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:48.351814] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:48.354960] [DEBUG] [FORECASTER] STEL: Forecast T+1@11:T+2@11: DOWN (p=42.59%)
[2025-10-14T23:59:48.355270] [INFO ] [FORECASTER] Completed predict_future for STEL
[2025-10-14T23:59:48.355407] [INFO ] [sig       ] STEL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:48.510593] [INFO ] [LOCAL     ] Saved forecast: STEL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STEL.txt
[2025-10-14T23:59:48.510820] [INFO ] [sig       ] [1469/1812] Completed STEL in 0.3s | 4.23 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-14T23:59:48.510873] [INFO ] [sig       ] [1470/1812] Forecasting STEM...
[2025-10-14T23:59:48.510905] [INFO ] [sig       ] Generating forecast for: STEM
[2025-10-14T23:59:48.510936] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEM' from 'https://tdm.silogroup.org/data/derivative_storage/STEM.csv'.
[2025-10-14T23:59:48.519435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEM'.
[2025-10-14T23:59:48.519738] [INFO ] [FORECASTER] Starting predict_future for STEM
[2025-10-14T23:59:48.546440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:48.547254] [DEBUG] [LOCAL     ] No optimal features file found for STEM: ./output/feature-sets/STEM.txt
[2025-10-14T23:59:48.547309] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:48.547343] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:48.547372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:48.547430] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:48.566833] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:48.567445] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:48.567541] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:48.567576] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:48.601149] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:48.601268] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:48.601305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:48.601334] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:48.605008] [DEBUG] [FORECASTER] STEM: Forecast T+1@11:T+2@11: UP (p=97.82%)
[2025-10-14T23:59:48.605314] [INFO ] [FORECASTER] Completed predict_future for STEM
[2025-10-14T23:59:48.605449] [INFO ] [sig       ] STEM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:48.759755] [INFO ] [LOCAL     ] Saved forecast: STEM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STEM.txt
[2025-10-14T23:59:48.759965] [INFO ] [sig       ] [1470/1812] Completed STEM in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:48.760007] [INFO ] [sig       ] [1471/1812] Forecasting STEW...
[2025-10-14T23:59:48.760038] [INFO ] [sig       ] Generating forecast for: STEW
[2025-10-14T23:59:48.760068] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEW' from 'https://tdm.silogroup.org/data/derivative_storage/STEW.csv'.
[2025-10-14T23:59:48.769144] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEW'.
[2025-10-14T23:59:48.769433] [INFO ] [FORECASTER] Starting predict_future for STEW
[2025-10-14T23:59:48.797210] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:48.797980] [DEBUG] [LOCAL     ] No optimal features file found for STEW: ./output/feature-sets/STEW.txt
[2025-10-14T23:59:48.798056] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:48.798152] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:48.798219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:48.798289] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:48.817921] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:48.818617] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:48.818728] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:48.818769] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:48.854195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:48.854371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:48.854414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:48.854444] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:48.858007] [DEBUG] [FORECASTER] STEW: Forecast T+1@11:T+2@11: DOWN (p=0.57%)
[2025-10-14T23:59:48.858308] [INFO ] [FORECASTER] Completed predict_future for STEW
[2025-10-14T23:59:48.858456] [INFO ] [sig       ] STEW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:48.996890] [INFO ] [LOCAL     ] Saved forecast: STEW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STEW.txt
[2025-10-14T23:59:48.997138] [INFO ] [sig       ] [1471/1812] Completed STEW in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:48.997193] [INFO ] [sig       ] [1472/1812] Forecasting STK...
[2025-10-14T23:59:48.997226] [INFO ] [sig       ] Generating forecast for: STK
[2025-10-14T23:59:48.997256] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STK' from 'https://tdm.silogroup.org/data/derivative_storage/STK.csv'.
[2025-10-14T23:59:49.006488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STK'.
[2025-10-14T23:59:49.006799] [INFO ] [FORECASTER] Starting predict_future for STK
[2025-10-14T23:59:49.031292] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:49.032081] [DEBUG] [LOCAL     ] No optimal features file found for STK: ./output/feature-sets/STK.txt
[2025-10-14T23:59:49.032152] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:49.032187] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:49.032214] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:49.032324] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:49.049330] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:49.049888] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:49.049968] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:49.050000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:49.084291] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:49.084378] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:49.084413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:49.084441] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:49.087436] [DEBUG] [FORECASTER] STK: Forecast T+1@11:T+2@11: UP (p=78.55%)
[2025-10-14T23:59:49.087718] [INFO ] [FORECASTER] Completed predict_future for STK
[2025-10-14T23:59:49.087856] [INFO ] [sig       ] STK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:49.226348] [INFO ] [LOCAL     ] Saved forecast: STK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STK.txt
[2025-10-14T23:59:49.226580] [INFO ] [sig       ] [1472/1812] Completed STK in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:49.226622] [INFO ] [sig       ] [1473/1812] Forecasting STLA...
[2025-10-14T23:59:49.226687] [INFO ] [sig       ] Generating forecast for: STLA
[2025-10-14T23:59:49.226737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STLA' from 'https://tdm.silogroup.org/data/derivative_storage/STLA.csv'.
[2025-10-14T23:59:49.235467] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STLA'.
[2025-10-14T23:59:49.235774] [INFO ] [FORECASTER] Starting predict_future for STLA
[2025-10-14T23:59:49.260076] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:49.260824] [DEBUG] [LOCAL     ] No optimal features file found for STLA: ./output/feature-sets/STLA.txt
[2025-10-14T23:59:49.260876] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:49.260909] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:49.260937] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:49.260994] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:49.277835] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:49.278387] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:49.278464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:49.278497] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:49.313050] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:49.313150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:49.313186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:49.313218] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:49.316335] [DEBUG] [FORECASTER] STLA: Forecast T+1@11:T+2@11: DOWN (p=26.53%)
[2025-10-14T23:59:49.316596] [INFO ] [FORECASTER] Completed predict_future for STLA
[2025-10-14T23:59:49.316760] [INFO ] [sig       ] STLA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:49.452962] [INFO ] [LOCAL     ] Saved forecast: STLA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STLA.txt
[2025-10-14T23:59:49.453180] [INFO ] [sig       ] [1473/1812] Completed STLA in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:49.453222] [INFO ] [sig       ] [1474/1812] Forecasting STM...
[2025-10-14T23:59:49.453261] [INFO ] [sig       ] Generating forecast for: STM
[2025-10-14T23:59:49.453293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STM' from 'https://tdm.silogroup.org/data/derivative_storage/STM.csv'.
[2025-10-14T23:59:49.461662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STM'.
[2025-10-14T23:59:49.461914] [INFO ] [FORECASTER] Starting predict_future for STM
[2025-10-14T23:59:49.486133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:49.486825] [DEBUG] [LOCAL     ] No optimal features file found for STM: ./output/feature-sets/STM.txt
[2025-10-14T23:59:49.486878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:49.486912] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:49.486940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:49.486996] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:49.503790] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:49.504298] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:49.504375] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:49.504407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:49.539365] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:49.539497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:49.539538] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:49.539567] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:49.542800] [DEBUG] [FORECASTER] STM: Forecast T+1@11:T+2@11: UP (p=93.81%)
[2025-10-14T23:59:49.543059] [INFO ] [FORECASTER] Completed predict_future for STM
[2025-10-14T23:59:49.543189] [INFO ] [sig       ] STM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:49.680593] [INFO ] [LOCAL     ] Saved forecast: STM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STM.txt
[2025-10-14T23:59:49.680824] [INFO ] [sig       ] [1474/1812] Completed STM in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:49.680875] [INFO ] [sig       ] [1475/1812] Forecasting STN...
[2025-10-14T23:59:49.680907] [INFO ] [sig       ] Generating forecast for: STN
[2025-10-14T23:59:49.680938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STN' from 'https://tdm.silogroup.org/data/derivative_storage/STN.csv'.
[2025-10-14T23:59:49.689811] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STN'.
[2025-10-14T23:59:49.690075] [INFO ] [FORECASTER] Starting predict_future for STN
[2025-10-14T23:59:49.714351] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:49.715054] [DEBUG] [LOCAL     ] No optimal features file found for STN: ./output/feature-sets/STN.txt
[2025-10-14T23:59:49.715107] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:49.715139] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:49.715166] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:49.715221] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:49.732051] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:49.732568] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:49.732664] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:49.732718] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:49.766983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:49.767099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:49.767169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:49.767199] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:49.771944] [DEBUG] [FORECASTER] STN: Forecast T+1@11:T+2@11: DOWN (p=14.68%)
[2025-10-14T23:59:49.772235] [INFO ] [FORECASTER] Completed predict_future for STN
[2025-10-14T23:59:49.772362] [INFO ] [sig       ] STN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:49.909086] [INFO ] [LOCAL     ] Saved forecast: STN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STN.txt
[2025-10-14T23:59:49.909286] [INFO ] [sig       ] [1475/1812] Completed STN in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:49.909327] [INFO ] [sig       ] [1476/1812] Forecasting STNG...
[2025-10-14T23:59:49.909362] [INFO ] [sig       ] Generating forecast for: STNG
[2025-10-14T23:59:49.909396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STNG' from 'https://tdm.silogroup.org/data/derivative_storage/STNG.csv'.
[2025-10-14T23:59:49.918224] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STNG'.
[2025-10-14T23:59:49.918483] [INFO ] [FORECASTER] Starting predict_future for STNG
[2025-10-14T23:59:49.942669] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:49.943336] [DEBUG] [LOCAL     ] No optimal features file found for STNG: ./output/feature-sets/STNG.txt
[2025-10-14T23:59:49.943389] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:49.943421] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:49.943448] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:49.943504] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:49.960453] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:49.961345] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:49.961497] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:49.961538] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:49.997291] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:49.997445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:49.997485] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:49.997515] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:50.000875] [DEBUG] [FORECASTER] STNG: Forecast T+1@11:T+2@11: UP (p=90.93%)
[2025-10-14T23:59:50.001134] [INFO ] [FORECASTER] Completed predict_future for STNG
[2025-10-14T23:59:50.001263] [INFO ] [sig       ] STNG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:50.138578] [INFO ] [LOCAL     ] Saved forecast: STNG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STNG.txt
[2025-10-14T23:59:50.138802] [INFO ] [sig       ] [1476/1812] Completed STNG in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:50.138858] [INFO ] [sig       ] [1477/1812] Forecasting STRV...
[2025-10-14T23:59:50.138890] [INFO ] [sig       ] Generating forecast for: STRV
[2025-10-14T23:59:50.138921] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STRV' from 'https://tdm.silogroup.org/data/derivative_storage/STRV.csv'.
[2025-10-14T23:59:50.147591] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STRV'.
[2025-10-14T23:59:50.147858] [INFO ] [FORECASTER] Starting predict_future for STRV
[2025-10-14T23:59:50.172161] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:50.172936] [DEBUG] [LOCAL     ] No optimal features file found for STRV: ./output/feature-sets/STRV.txt
[2025-10-14T23:59:50.172990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:50.173024] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:50.173052] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:50.173109] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:50.189993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:50.190573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:50.190693] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:50.190744] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:50.224783] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:50.224930] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:50.224970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:50.224999] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:50.228296] [DEBUG] [FORECASTER] STRV: Forecast T+1@11:T+2@11: DOWN (p=25.50%)
[2025-10-14T23:59:50.228568] [INFO ] [FORECASTER] Completed predict_future for STRV
[2025-10-14T23:59:50.228730] [INFO ] [sig       ] STRV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:50.364898] [INFO ] [LOCAL     ] Saved forecast: STRV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STRV.txt
[2025-10-14T23:59:50.365101] [INFO ] [sig       ] [1477/1812] Completed STRV in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:50.365142] [INFO ] [sig       ] [1478/1812] Forecasting STT...
[2025-10-14T23:59:50.365172] [INFO ] [sig       ] Generating forecast for: STT
[2025-10-14T23:59:50.365202] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STT' from 'https://tdm.silogroup.org/data/derivative_storage/STT.csv'.
[2025-10-14T23:59:50.373532] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STT'.
[2025-10-14T23:59:50.373809] [INFO ] [FORECASTER] Starting predict_future for STT
[2025-10-14T23:59:50.397934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:50.398717] [DEBUG] [LOCAL     ] No optimal features file found for STT: ./output/feature-sets/STT.txt
[2025-10-14T23:59:50.398771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:50.398804] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:50.398832] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:50.398887] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:50.415918] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:50.416464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:50.416543] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:50.416576] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:50.451597] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:50.451703] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:50.451750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:50.451780] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:50.454807] [DEBUG] [FORECASTER] STT: Forecast T+1@11:T+2@11: UP (p=56.97%)
[2025-10-14T23:59:50.455055] [INFO ] [FORECASTER] Completed predict_future for STT
[2025-10-14T23:59:50.455188] [INFO ] [sig       ] STT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:50.594736] [INFO ] [LOCAL     ] Saved forecast: STT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STT.txt
[2025-10-14T23:59:50.594981] [INFO ] [sig       ] [1478/1812] Completed STT in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:50.595024] [INFO ] [sig       ] [1479/1812] Forecasting STVN...
[2025-10-14T23:59:50.595056] [INFO ] [sig       ] Generating forecast for: STVN
[2025-10-14T23:59:50.595086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STVN' from 'https://tdm.silogroup.org/data/derivative_storage/STVN.csv'.
[2025-10-14T23:59:50.603863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STVN'.
[2025-10-14T23:59:50.604205] [INFO ] [FORECASTER] Starting predict_future for STVN
[2025-10-14T23:59:50.631836] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:50.632534] [DEBUG] [LOCAL     ] No optimal features file found for STVN: ./output/feature-sets/STVN.txt
[2025-10-14T23:59:50.632605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:50.632659] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:50.632716] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:50.632777] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:50.651951] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:50.652493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:50.652570] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:50.652604] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:50.690547] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:50.690724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:50.690796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:50.690862] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:50.694273] [DEBUG] [FORECASTER] STVN: Forecast T+1@11:T+2@11: DOWN (p=18.64%)
[2025-10-14T23:59:50.694530] [INFO ] [FORECASTER] Completed predict_future for STVN
[2025-10-14T23:59:50.694693] [INFO ] [sig       ] STVN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:50.853198] [INFO ] [LOCAL     ] Saved forecast: STVN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STVN.txt
[2025-10-14T23:59:50.853524] [INFO ] [sig       ] [1479/1812] Completed STVN in 0.3s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:50.853604] [INFO ] [sig       ] [1480/1812] Forecasting STWD...
[2025-10-14T23:59:50.853698] [INFO ] [sig       ] Generating forecast for: STWD
[2025-10-14T23:59:50.853774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STWD' from 'https://tdm.silogroup.org/data/derivative_storage/STWD.csv'.
[2025-10-14T23:59:50.863010] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STWD'.
[2025-10-14T23:59:50.863290] [INFO ] [FORECASTER] Starting predict_future for STWD
[2025-10-14T23:59:50.888041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:50.888790] [DEBUG] [LOCAL     ] No optimal features file found for STWD: ./output/feature-sets/STWD.txt
[2025-10-14T23:59:50.888844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:50.888877] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:50.888904] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:50.888961] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:50.905810] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:50.906409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:50.906487] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:50.906519] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:50.940614] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:50.940749] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:50.940794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:50.940825] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:50.944018] [DEBUG] [FORECASTER] STWD: Forecast T+1@11:T+2@11: UP (p=89.45%)
[2025-10-14T23:59:50.944321] [INFO ] [FORECASTER] Completed predict_future for STWD
[2025-10-14T23:59:50.944463] [INFO ] [sig       ] STWD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:51.082632] [INFO ] [LOCAL     ] Saved forecast: STWD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STWD.txt
[2025-10-14T23:59:51.082875] [INFO ] [sig       ] [1480/1812] Completed STWD in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:51.082918] [INFO ] [sig       ] [1481/1812] Forecasting STXD...
[2025-10-14T23:59:51.082958] [INFO ] [sig       ] Generating forecast for: STXD
[2025-10-14T23:59:51.082990] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXD' from 'https://tdm.silogroup.org/data/derivative_storage/STXD.csv'.
[2025-10-14T23:59:51.090730] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXD'.
[2025-10-14T23:59:51.091013] [INFO ] [FORECASTER] Starting predict_future for STXD
[2025-10-14T23:59:51.116386] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:51.117173] [DEBUG] [LOCAL     ] No optimal features file found for STXD: ./output/feature-sets/STXD.txt
[2025-10-14T23:59:51.117228] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:51.117261] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:51.117289] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:51.117346] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:51.135082] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:51.135608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:51.135712] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:51.135757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:51.171682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:51.171770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:51.171806] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:51.171835] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:51.174888] [DEBUG] [FORECASTER] STXD: Forecast T+1@11:T+2@11: UP (p=75.42%)
[2025-10-14T23:59:51.175140] [INFO ] [FORECASTER] Completed predict_future for STXD
[2025-10-14T23:59:51.175267] [INFO ] [sig       ] STXD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:51.315342] [INFO ] [LOCAL     ] Saved forecast: STXD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STXD.txt
[2025-10-14T23:59:51.315541] [INFO ] [sig       ] [1481/1812] Completed STXD in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:51.315584] [INFO ] [sig       ] [1482/1812] Forecasting STXE...
[2025-10-14T23:59:51.315614] [INFO ] [sig       ] Generating forecast for: STXE
[2025-10-14T23:59:51.315668] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXE' from 'https://tdm.silogroup.org/data/derivative_storage/STXE.csv'.
[2025-10-14T23:59:51.323805] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'STXE'.
[2025-10-14T23:59:51.324091] [INFO ] [FORECASTER] Starting predict_future for STXE
[2025-10-14T23:59:51.349309] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:51.350045] [DEBUG] [LOCAL     ] No optimal features file found for STXE: ./output/feature-sets/STXE.txt
[2025-10-14T23:59:51.350099] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:51.350134] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:51.350162] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:51.350219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:51.367618] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:51.368215] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:51.368296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:51.368330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:51.403015] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:51.403117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:51.403153] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:51.403182] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:51.406455] [DEBUG] [FORECASTER] STXE: Forecast T+1@11:T+2@11: UP (p=94.24%)
[2025-10-14T23:59:51.406793] [INFO ] [FORECASTER] Completed predict_future for STXE
[2025-10-14T23:59:51.406929] [INFO ] [sig       ] STXE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:51.544480] [INFO ] [LOCAL     ] Saved forecast: STXE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STXE.txt
[2025-10-14T23:59:51.544697] [INFO ] [sig       ] [1482/1812] Completed STXE in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:51.544756] [INFO ] [sig       ] [1483/1812] Forecasting STXG...
[2025-10-14T23:59:51.544788] [INFO ] [sig       ] Generating forecast for: STXG
[2025-10-14T23:59:51.544819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXG' from 'https://tdm.silogroup.org/data/derivative_storage/STXG.csv'.
[2025-10-14T23:59:51.552440] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXG'.
[2025-10-14T23:59:51.552702] [INFO ] [FORECASTER] Starting predict_future for STXG
[2025-10-14T23:59:51.576944] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:51.577588] [DEBUG] [LOCAL     ] No optimal features file found for STXG: ./output/feature-sets/STXG.txt
[2025-10-14T23:59:51.577659] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:51.577715] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:51.577746] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:51.577803] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:51.594845] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:51.595350] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:51.595423] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:51.595456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:51.629122] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:51.629212] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:51.629248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:51.629276] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:51.632282] [DEBUG] [FORECASTER] STXG: Forecast T+1@11:T+2@11: UP (p=51.87%)
[2025-10-14T23:59:51.632538] [INFO ] [FORECASTER] Completed predict_future for STXG
[2025-10-14T23:59:51.632689] [INFO ] [sig       ] STXG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:51.769861] [INFO ] [LOCAL     ] Saved forecast: STXG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STXG.txt
[2025-10-14T23:59:51.770093] [INFO ] [sig       ] [1483/1812] Completed STXG in 0.2s | 4.23 sym/s | Total: 5.8m | ETA: 1.3m
[2025-10-14T23:59:51.770134] [INFO ] [sig       ] [1484/1812] Forecasting STXK...
[2025-10-14T23:59:51.770165] [INFO ] [sig       ] Generating forecast for: STXK
[2025-10-14T23:59:51.770196] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXK' from 'https://tdm.silogroup.org/data/derivative_storage/STXK.csv'.
[2025-10-14T23:59:51.778326] [DEBUG] [REMOTE    ] Successfully parsed 1789 rows of historical data for symbol 'STXK'.
[2025-10-14T23:59:51.778677] [INFO ] [FORECASTER] Starting predict_future for STXK
[2025-10-14T23:59:51.803619] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:51.805002] [DEBUG] [LOCAL     ] No optimal features file found for STXK: ./output/feature-sets/STXK.txt
[2025-10-14T23:59:51.805078] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:51.805118] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:51.805153] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:51.805230] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:51.823236] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:51.823969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:51.824072] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:51.824107] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:51.859020] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:51.859104] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:51.859139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:51.859167] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:51.862134] [DEBUG] [FORECASTER] STXK: Forecast T+1@11:T+2@11: DOWN (p=5.89%)
[2025-10-14T23:59:51.862379] [INFO ] [FORECASTER] Completed predict_future for STXK
[2025-10-14T23:59:51.862509] [INFO ] [sig       ] STXK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:51.999239] [INFO ] [LOCAL     ] Saved forecast: STXK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STXK.txt
[2025-10-14T23:59:51.999441] [INFO ] [sig       ] [1484/1812] Completed STXK in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:51.999482] [INFO ] [sig       ] [1485/1812] Forecasting STXT...
[2025-10-14T23:59:51.999512] [INFO ] [sig       ] Generating forecast for: STXT
[2025-10-14T23:59:51.999542] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXT' from 'https://tdm.silogroup.org/data/derivative_storage/STXT.csv'.
[2025-10-14T23:59:52.007728] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXT'.
[2025-10-14T23:59:52.007985] [INFO ] [FORECASTER] Starting predict_future for STXT
[2025-10-14T23:59:52.032308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:52.033005] [DEBUG] [LOCAL     ] No optimal features file found for STXT: ./output/feature-sets/STXT.txt
[2025-10-14T23:59:52.033058] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:52.033137] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:52.033174] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:52.033232] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:52.050173] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:52.050815] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:52.050895] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:52.050928] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:52.084789] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:52.084869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:52.084903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:52.084930] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:52.087841] [DEBUG] [FORECASTER] STXT: Forecast T+1@11:T+2@11: UP (p=85.66%)
[2025-10-14T23:59:52.088104] [INFO ] [FORECASTER] Completed predict_future for STXT
[2025-10-14T23:59:52.088249] [INFO ] [sig       ] STXT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:52.225866] [INFO ] [LOCAL     ] Saved forecast: STXT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STXT.txt
[2025-10-14T23:59:52.226064] [INFO ] [sig       ] [1485/1812] Completed STXT in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:52.226105] [INFO ] [sig       ] [1486/1812] Forecasting STXV...
[2025-10-14T23:59:52.226136] [INFO ] [sig       ] Generating forecast for: STXV
[2025-10-14T23:59:52.226166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXV' from 'https://tdm.silogroup.org/data/derivative_storage/STXV.csv'.
[2025-10-14T23:59:52.234313] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXV'.
[2025-10-14T23:59:52.234572] [INFO ] [FORECASTER] Starting predict_future for STXV
[2025-10-14T23:59:52.258976] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:52.259701] [DEBUG] [LOCAL     ] No optimal features file found for STXV: ./output/feature-sets/STXV.txt
[2025-10-14T23:59:52.259756] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:52.259789] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:52.259817] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:52.259872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:52.276531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:52.277075] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:52.277152] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:52.277185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:52.311630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:52.311745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:52.311784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:52.311812] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:52.314975] [DEBUG] [FORECASTER] STXV: Forecast T+1@11:T+2@11: UP (p=70.18%)
[2025-10-14T23:59:52.315228] [INFO ] [FORECASTER] Completed predict_future for STXV
[2025-10-14T23:59:52.315355] [INFO ] [sig       ] STXV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:52.452062] [INFO ] [LOCAL     ] Saved forecast: STXV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/STXV.txt
[2025-10-14T23:59:52.452256] [INFO ] [sig       ] [1486/1812] Completed STXV in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:52.452296] [INFO ] [sig       ] [1487/1812] Forecasting STZ...
[2025-10-14T23:59:52.452328] [INFO ] [sig       ] Generating forecast for: STZ
[2025-10-14T23:59:52.452372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STZ' from 'https://tdm.silogroup.org/data/derivative_storage/STZ.csv'.
[2025-10-14T23:59:52.461085] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STZ'.
[2025-10-14T23:59:52.461347] [INFO ] [FORECASTER] Starting predict_future for STZ
[2025-10-14T23:59:52.485516] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:52.486205] [DEBUG] [LOCAL     ] No optimal features file found for STZ: ./output/feature-sets/STZ.txt
[2025-10-14T23:59:52.486258] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:52.486290] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:52.486318] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:52.486374] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:52.503316] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:52.503877] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:52.503953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:52.503986] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:52.539598] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:52.539750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:52.539797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:52.539827] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:52.543013] [DEBUG] [FORECASTER] STZ: Forecast T+1@11:T+2@11: DOWN (p=17.82%)
[2025-10-14T23:59:52.543266] [INFO ] [FORECASTER] Completed predict_future for STZ
[2025-10-14T23:59:52.543394] [INFO ] [sig       ] STZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:52.680528] [INFO ] [LOCAL     ] Saved forecast: STZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/STZ.txt
[2025-10-14T23:59:52.680761] [INFO ] [sig       ] [1487/1812] Completed STZ in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:52.680821] [INFO ] [sig       ] [1488/1812] Forecasting SU...
[2025-10-14T23:59:52.680864] [INFO ] [sig       ] Generating forecast for: SU
[2025-10-14T23:59:52.680897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SU' from 'https://tdm.silogroup.org/data/derivative_storage/SU.csv'.
[2025-10-14T23:59:52.689535] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SU'.
[2025-10-14T23:59:52.689877] [INFO ] [FORECASTER] Starting predict_future for SU
[2025-10-14T23:59:52.714223] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:52.714956] [DEBUG] [LOCAL     ] No optimal features file found for SU: ./output/feature-sets/SU.txt
[2025-10-14T23:59:52.715011] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:52.715044] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:52.715071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:52.715128] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:52.732340] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:52.733061] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:52.733141] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:52.733175] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:52.772070] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:52.772222] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:52.772261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:52.772290] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:52.775623] [DEBUG] [FORECASTER] SU: Forecast T+1@11:T+2@11: UP (p=81.34%)
[2025-10-14T23:59:52.775916] [INFO ] [FORECASTER] Completed predict_future for SU
[2025-10-14T23:59:52.776050] [INFO ] [sig       ] SU: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:52.913139] [INFO ] [LOCAL     ] Saved forecast: SU	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SU.txt
[2025-10-14T23:59:52.913369] [INFO ] [sig       ] [1488/1812] Completed SU in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:52.913410] [INFO ] [sig       ] [1489/1812] Forecasting SUI...
[2025-10-14T23:59:52.913441] [INFO ] [sig       ] Generating forecast for: SUI
[2025-10-14T23:59:52.913472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUI' from 'https://tdm.silogroup.org/data/derivative_storage/SUI.csv'.
[2025-10-14T23:59:52.922205] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUI'.
[2025-10-14T23:59:52.922491] [INFO ] [FORECASTER] Starting predict_future for SUI
[2025-10-14T23:59:52.947061] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:52.947816] [DEBUG] [LOCAL     ] No optimal features file found for SUI: ./output/feature-sets/SUI.txt
[2025-10-14T23:59:52.947870] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:52.947903] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:52.947931] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:52.947988] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:52.964800] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:52.965317] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:52.965393] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:52.965426] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:53.001960] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:53.002077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:53.002114] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:53.002143] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:53.005306] [DEBUG] [FORECASTER] SUI: Forecast T+1@11:T+2@11: DOWN (p=29.04%)
[2025-10-14T23:59:53.005576] [INFO ] [FORECASTER] Completed predict_future for SUI
[2025-10-14T23:59:53.005736] [INFO ] [sig       ] SUI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:53.141942] [INFO ] [LOCAL     ] Saved forecast: SUI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SUI.txt
[2025-10-14T23:59:53.142155] [INFO ] [sig       ] [1489/1812] Completed SUI in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:53.142196] [INFO ] [sig       ] [1490/1812] Forecasting SUN...
[2025-10-14T23:59:53.142226] [INFO ] [sig       ] Generating forecast for: SUN
[2025-10-14T23:59:53.142257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUN' from 'https://tdm.silogroup.org/data/derivative_storage/SUN.csv'.
[2025-10-14T23:59:53.150588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUN'.
[2025-10-14T23:59:53.150860] [INFO ] [FORECASTER] Starting predict_future for SUN
[2025-10-14T23:59:53.175102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:53.175843] [DEBUG] [LOCAL     ] No optimal features file found for SUN: ./output/feature-sets/SUN.txt
[2025-10-14T23:59:53.175896] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:53.175929] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:53.175958] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:53.176014] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:53.192883] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:53.193525] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:53.193604] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:53.193638] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:53.229543] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:53.229686] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:53.229747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:53.229778] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:53.232914] [DEBUG] [FORECASTER] SUN: Forecast T+1@11:T+2@11: UP (p=92.43%)
[2025-10-14T23:59:53.233169] [INFO ] [FORECASTER] Completed predict_future for SUN
[2025-10-14T23:59:53.233300] [INFO ] [sig       ] SUN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:53.371312] [INFO ] [LOCAL     ] Saved forecast: SUN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SUN.txt
[2025-10-14T23:59:53.371522] [INFO ] [sig       ] [1490/1812] Completed SUN in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:53.371564] [INFO ] [sig       ] [1491/1812] Forecasting SUPV...
[2025-10-14T23:59:53.371597] [INFO ] [sig       ] Generating forecast for: SUPV
[2025-10-14T23:59:53.371629] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUPV' from 'https://tdm.silogroup.org/data/derivative_storage/SUPV.csv'.
[2025-10-14T23:59:53.380426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUPV'.
[2025-10-14T23:59:53.380694] [INFO ] [FORECASTER] Starting predict_future for SUPV
[2025-10-14T23:59:53.404797] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:53.405504] [DEBUG] [LOCAL     ] No optimal features file found for SUPV: ./output/feature-sets/SUPV.txt
[2025-10-14T23:59:53.405557] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:53.405589] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:53.405617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:53.405695] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:53.422817] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:53.423342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:53.423436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:53.423469] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:53.455729] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:53.455905] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:53.455949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:53.455979] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:53.459449] [DEBUG] [FORECASTER] SUPV: Forecast T+1@11:T+2@11: DOWN (p=10.49%)
[2025-10-14T23:59:53.459771] [INFO ] [FORECASTER] Completed predict_future for SUPV
[2025-10-14T23:59:53.460342] [INFO ] [sig       ] SUPV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:53.597220] [INFO ] [LOCAL     ] Saved forecast: SUPV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SUPV.txt
[2025-10-14T23:59:53.597423] [INFO ] [sig       ] [1491/1812] Completed SUPV in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:53.597464] [INFO ] [sig       ] [1492/1812] Forecasting SUZ...
[2025-10-14T23:59:53.597495] [INFO ] [sig       ] Generating forecast for: SUZ
[2025-10-14T23:59:53.597526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUZ' from 'https://tdm.silogroup.org/data/derivative_storage/SUZ.csv'.
[2025-10-14T23:59:53.605377] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUZ'.
[2025-10-14T23:59:53.605622] [INFO ] [FORECASTER] Starting predict_future for SUZ
[2025-10-14T23:59:53.631017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:53.631945] [DEBUG] [LOCAL     ] No optimal features file found for SUZ: ./output/feature-sets/SUZ.txt
[2025-10-14T23:59:53.631999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:53.632033] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:53.632061] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:53.632117] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:53.649091] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:53.649632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:53.649736] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:53.649773] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:53.685780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:53.685917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:53.685956] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:53.685984] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:53.689250] [DEBUG] [FORECASTER] SUZ: Forecast T+1@11:T+2@11: DOWN (p=1.93%)
[2025-10-14T23:59:53.689524] [INFO ] [FORECASTER] Completed predict_future for SUZ
[2025-10-14T23:59:53.689689] [INFO ] [sig       ] SUZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:53.828202] [INFO ] [LOCAL     ] Saved forecast: SUZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SUZ.txt
[2025-10-14T23:59:53.828406] [INFO ] [sig       ] [1492/1812] Completed SUZ in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:53.828447] [INFO ] [sig       ] [1493/1812] Forecasting SVV...
[2025-10-14T23:59:53.828478] [INFO ] [sig       ] Generating forecast for: SVV
[2025-10-14T23:59:53.828508] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SVV' from 'https://tdm.silogroup.org/data/derivative_storage/SVV.csv'.
[2025-10-14T23:59:53.837153] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SVV'.
[2025-10-14T23:59:53.837416] [INFO ] [FORECASTER] Starting predict_future for SVV
[2025-10-14T23:59:53.861501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:53.862187] [DEBUG] [LOCAL     ] No optimal features file found for SVV: ./output/feature-sets/SVV.txt
[2025-10-14T23:59:53.862256] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:53.862291] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:53.862320] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:53.862377] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:53.879564] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:53.880129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:53.880208] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:53.880242] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:53.916969] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:53.917049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:53.917085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:53.917114] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:53.920131] [DEBUG] [FORECASTER] SVV: Forecast T+1@11:T+2@11: DOWN (p=3.91%)
[2025-10-14T23:59:53.920378] [INFO ] [FORECASTER] Completed predict_future for SVV
[2025-10-14T23:59:53.920499] [INFO ] [sig       ] SVV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:54.060558] [INFO ] [LOCAL     ] Saved forecast: SVV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SVV.txt
[2025-10-14T23:59:54.060823] [INFO ] [sig       ] [1493/1812] Completed SVV in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:54.060884] [INFO ] [sig       ] [1494/1812] Forecasting SW...
[2025-10-14T23:59:54.060917] [INFO ] [sig       ] Generating forecast for: SW
[2025-10-14T23:59:54.060948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SW' from 'https://tdm.silogroup.org/data/derivative_storage/SW.csv'.
[2025-10-14T23:59:54.069936] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SW'.
[2025-10-14T23:59:54.070305] [INFO ] [FORECASTER] Starting predict_future for SW
[2025-10-14T23:59:54.095091] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:54.095849] [DEBUG] [LOCAL     ] No optimal features file found for SW: ./output/feature-sets/SW.txt
[2025-10-14T23:59:54.095903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:54.095936] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:54.095965] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:54.096021] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:54.113176] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:54.113803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:54.113883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:54.113916] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:54.145321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:54.145472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:54.145511] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:54.145541] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:54.148957] [DEBUG] [FORECASTER] SW: Forecast T+1@11:T+2@11: DOWN (p=42.05%)
[2025-10-14T23:59:54.149225] [INFO ] [FORECASTER] Completed predict_future for SW
[2025-10-14T23:59:54.149361] [INFO ] [sig       ] SW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:54.287892] [INFO ] [LOCAL     ] Saved forecast: SW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SW.txt
[2025-10-14T23:59:54.288241] [INFO ] [sig       ] [1494/1812] Completed SW in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-14T23:59:54.288300] [INFO ] [sig       ] [1495/1812] Forecasting SWK...
[2025-10-14T23:59:54.288334] [INFO ] [sig       ] Generating forecast for: SWK
[2025-10-14T23:59:54.288426] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWK' from 'https://tdm.silogroup.org/data/derivative_storage/SWK.csv'.
[2025-10-14T23:59:54.296809] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWK'.
[2025-10-14T23:59:54.297080] [INFO ] [FORECASTER] Starting predict_future for SWK
[2025-10-14T23:59:54.321871] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:54.322538] [DEBUG] [LOCAL     ] No optimal features file found for SWK: ./output/feature-sets/SWK.txt
[2025-10-14T23:59:54.322592] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:54.322625] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:54.322688] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:54.322761] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:54.340251] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:54.340861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:54.340938] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:54.340972] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:54.376661] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:54.376790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:54.376835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:54.376866] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:54.380153] [DEBUG] [FORECASTER] SWK: Forecast T+1@11:T+2@11: DOWN (p=15.65%)
[2025-10-14T23:59:54.380415] [INFO ] [FORECASTER] Completed predict_future for SWK
[2025-10-14T23:59:54.380543] [INFO ] [sig       ] SWK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:54.519197] [INFO ] [LOCAL     ] Saved forecast: SWK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SWK.txt
[2025-10-14T23:59:54.519398] [INFO ] [sig       ] [1495/1812] Completed SWK in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:54.519441] [INFO ] [sig       ] [1496/1812] Forecasting SWX...
[2025-10-14T23:59:54.519472] [INFO ] [sig       ] Generating forecast for: SWX
[2025-10-14T23:59:54.519503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWX' from 'https://tdm.silogroup.org/data/derivative_storage/SWX.csv'.
[2025-10-14T23:59:54.527548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWX'.
[2025-10-14T23:59:54.527811] [INFO ] [FORECASTER] Starting predict_future for SWX
[2025-10-14T23:59:54.552632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:54.553409] [DEBUG] [LOCAL     ] No optimal features file found for SWX: ./output/feature-sets/SWX.txt
[2025-10-14T23:59:54.553468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:54.553502] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:54.553531] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:54.553589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:54.576981] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:54.578099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:54.578210] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:54.578263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:54.624914] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:54.625089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:54.625148] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:54.625194] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:54.630323] [DEBUG] [FORECASTER] SWX: Forecast T+1@11:T+2@11: UP (p=51.66%)
[2025-10-14T23:59:54.630758] [INFO ] [FORECASTER] Completed predict_future for SWX
[2025-10-14T23:59:54.630937] [INFO ] [sig       ] SWX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:54.769764] [INFO ] [LOCAL     ] Saved forecast: SWX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SWX.txt
[2025-10-14T23:59:54.769999] [INFO ] [sig       ] [1496/1812] Completed SWX in 0.3s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:54.770042] [INFO ] [sig       ] [1497/1812] Forecasting SWZ...
[2025-10-14T23:59:54.770073] [INFO ] [sig       ] Generating forecast for: SWZ
[2025-10-14T23:59:54.770104] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWZ' from 'https://tdm.silogroup.org/data/derivative_storage/SWZ.csv'.
[2025-10-14T23:59:54.779439] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWZ'.
[2025-10-14T23:59:54.779822] [INFO ] [FORECASTER] Starting predict_future for SWZ
[2025-10-14T23:59:54.804055] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:54.804828] [DEBUG] [LOCAL     ] No optimal features file found for SWZ: ./output/feature-sets/SWZ.txt
[2025-10-14T23:59:54.804882] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:54.804917] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:54.804945] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:54.805002] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:54.822482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:54.823050] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:54.823130] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:54.823164] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:54.853721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:54.853801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:54.853836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:54.853867] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:54.856837] [DEBUG] [FORECASTER] SWZ: Forecast T+1@11:T+2@11: UP (p=70.85%)
[2025-10-14T23:59:54.857079] [INFO ] [FORECASTER] Completed predict_future for SWZ
[2025-10-14T23:59:54.857200] [INFO ] [sig       ] SWZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:54.995304] [INFO ] [LOCAL     ] Saved forecast: SWZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SWZ.txt
[2025-10-14T23:59:54.995500] [INFO ] [sig       ] [1497/1812] Completed SWZ in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:54.995540] [INFO ] [sig       ] [1498/1812] Forecasting SXC...
[2025-10-14T23:59:54.995570] [INFO ] [sig       ] Generating forecast for: SXC
[2025-10-14T23:59:54.995601] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXC' from 'https://tdm.silogroup.org/data/derivative_storage/SXC.csv'.
[2025-10-14T23:59:55.003935] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXC'.
[2025-10-14T23:59:55.004186] [INFO ] [FORECASTER] Starting predict_future for SXC
[2025-10-14T23:59:55.028861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:55.029516] [DEBUG] [LOCAL     ] No optimal features file found for SXC: ./output/feature-sets/SXC.txt
[2025-10-14T23:59:55.029599] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:55.029638] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:55.029713] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:55.029776] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:55.046810] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:55.047318] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:55.047392] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:55.047437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:55.080529] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:55.080627] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:55.080702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:55.080742] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:55.083805] [DEBUG] [FORECASTER] SXC: Forecast T+1@11:T+2@11: DOWN (p=3.53%)
[2025-10-14T23:59:55.084054] [INFO ] [FORECASTER] Completed predict_future for SXC
[2025-10-14T23:59:55.084177] [INFO ] [sig       ] SXC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:55.226102] [INFO ] [LOCAL     ] Saved forecast: SXC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SXC.txt
[2025-10-14T23:59:55.226316] [INFO ] [sig       ] [1498/1812] Completed SXC in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:55.226358] [INFO ] [sig       ] [1499/1812] Forecasting SXI...
[2025-10-14T23:59:55.226389] [INFO ] [sig       ] Generating forecast for: SXI
[2025-10-14T23:59:55.226419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXI' from 'https://tdm.silogroup.org/data/derivative_storage/SXI.csv'.
[2025-10-14T23:59:55.234487] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXI'.
[2025-10-14T23:59:55.234754] [INFO ] [FORECASTER] Starting predict_future for SXI
[2025-10-14T23:59:55.258874] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:55.259523] [DEBUG] [LOCAL     ] No optimal features file found for SXI: ./output/feature-sets/SXI.txt
[2025-10-14T23:59:55.259576] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:55.259608] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:55.259636] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:55.259735] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:55.276861] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:55.277391] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:55.277467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:55.277500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:55.311734] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:55.311865] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:55.311906] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:55.311938] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:55.315301] [DEBUG] [FORECASTER] SXI: Forecast T+1@11:T+2@11: DOWN (p=25.17%)
[2025-10-14T23:59:55.315556] [INFO ] [FORECASTER] Completed predict_future for SXI
[2025-10-14T23:59:55.315712] [INFO ] [sig       ] SXI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:55.455314] [INFO ] [LOCAL     ] Saved forecast: SXI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SXI.txt
[2025-10-14T23:59:55.455554] [INFO ] [sig       ] [1499/1812] Completed SXI in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:55.455596] [INFO ] [sig       ] [1500/1812] Forecasting SXT...
[2025-10-14T23:59:55.455627] [INFO ] [sig       ] Generating forecast for: SXT
[2025-10-14T23:59:55.455693] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXT' from 'https://tdm.silogroup.org/data/derivative_storage/SXT.csv'.
[2025-10-14T23:59:55.464467] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXT'.
[2025-10-14T23:59:55.464737] [INFO ] [FORECASTER] Starting predict_future for SXT
[2025-10-14T23:59:55.489101] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:55.489845] [DEBUG] [LOCAL     ] No optimal features file found for SXT: ./output/feature-sets/SXT.txt
[2025-10-14T23:59:55.489927] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:55.489961] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:55.489988] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:55.490043] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:55.507196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:55.507747] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:55.507825] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:55.507858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:55.546144] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:55.546220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:55.546255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:55.546283] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:55.549342] [DEBUG] [FORECASTER] SXT: Forecast T+1@11:T+2@11: DOWN (p=21.40%)
[2025-10-14T23:59:55.549584] [INFO ] [FORECASTER] Completed predict_future for SXT
[2025-10-14T23:59:55.549748] [INFO ] [sig       ] SXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:55.687754] [INFO ] [LOCAL     ] Saved forecast: SXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SXT.txt
[2025-10-14T23:59:55.687937] [INFO ] [sig       ] [1500/1812] Completed SXT in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:55.687978] [INFO ] [sig       ] [1501/1812] Forecasting SYF...
[2025-10-14T23:59:55.688008] [INFO ] [sig       ] Generating forecast for: SYF
[2025-10-14T23:59:55.688038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYF' from 'https://tdm.silogroup.org/data/derivative_storage/SYF.csv'.
[2025-10-14T23:59:55.696701] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYF'.
[2025-10-14T23:59:55.696959] [INFO ] [FORECASTER] Starting predict_future for SYF
[2025-10-14T23:59:55.721272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:55.721955] [DEBUG] [LOCAL     ] No optimal features file found for SYF: ./output/feature-sets/SYF.txt
[2025-10-14T23:59:55.722008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:55.722040] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:55.722069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:55.722126] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:55.739172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:55.739708] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:55.739822] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:55.739861] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:55.777200] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:55.777282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:55.777317] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:55.777346] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:55.780407] [DEBUG] [FORECASTER] SYF: Forecast T+1@11:T+2@11: UP (p=67.54%)
[2025-10-14T23:59:55.780693] [INFO ] [FORECASTER] Completed predict_future for SYF
[2025-10-14T23:59:55.780852] [INFO ] [sig       ] SYF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:55.922575] [INFO ] [LOCAL     ] Saved forecast: SYF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/SYF.txt
[2025-10-14T23:59:55.922797] [INFO ] [sig       ] [1501/1812] Completed SYF in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:55.922854] [INFO ] [sig       ] [1502/1812] Forecasting SYK...
[2025-10-14T23:59:55.922888] [INFO ] [sig       ] Generating forecast for: SYK
[2025-10-14T23:59:55.922918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYK' from 'https://tdm.silogroup.org/data/derivative_storage/SYK.csv'.
[2025-10-14T23:59:55.931729] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYK'.
[2025-10-14T23:59:55.931969] [INFO ] [FORECASTER] Starting predict_future for SYK
[2025-10-14T23:59:55.956588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:55.957286] [DEBUG] [LOCAL     ] No optimal features file found for SYK: ./output/feature-sets/SYK.txt
[2025-10-14T23:59:55.957339] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:55.957372] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:55.957400] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:55.957456] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:55.974809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:55.975315] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:55.975388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:55.975421] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:56.011586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:56.011706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:56.011753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:56.011784] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:56.014859] [DEBUG] [FORECASTER] SYK: Forecast T+1@11:T+2@11: DOWN (p=9.89%)
[2025-10-14T23:59:56.015106] [INFO ] [FORECASTER] Completed predict_future for SYK
[2025-10-14T23:59:56.015231] [INFO ] [sig       ] SYK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:56.154994] [INFO ] [LOCAL     ] Saved forecast: SYK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SYK.txt
[2025-10-14T23:59:56.155274] [INFO ] [sig       ] [1502/1812] Completed SYK in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:56.155318] [INFO ] [sig       ] [1503/1812] Forecasting SYY...
[2025-10-14T23:59:56.155349] [INFO ] [sig       ] Generating forecast for: SYY
[2025-10-14T23:59:56.155381] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYY' from 'https://tdm.silogroup.org/data/derivative_storage/SYY.csv'.
[2025-10-14T23:59:56.165242] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYY'.
[2025-10-14T23:59:56.165524] [INFO ] [FORECASTER] Starting predict_future for SYY
[2025-10-14T23:59:56.190737] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:56.191439] [DEBUG] [LOCAL     ] No optimal features file found for SYY: ./output/feature-sets/SYY.txt
[2025-10-14T23:59:56.191492] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:56.191524] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:56.191552] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:56.191610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:56.208634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:56.209277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:56.209365] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:56.209399] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:56.247905] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:56.247996] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:56.248032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:56.248060] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:56.251216] [DEBUG] [FORECASTER] SYY: Forecast T+1@11:T+2@11: DOWN (p=44.40%)
[2025-10-14T23:59:56.251465] [INFO ] [FORECASTER] Completed predict_future for SYY
[2025-10-14T23:59:56.251614] [INFO ] [sig       ] SYY: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:56.389068] [INFO ] [LOCAL     ] Saved forecast: SYY	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/SYY.txt
[2025-10-14T23:59:56.389297] [INFO ] [sig       ] [1503/1812] Completed SYY in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:56.389338] [INFO ] [sig       ] [1504/1812] Forecasting T...
[2025-10-14T23:59:56.389369] [INFO ] [sig       ] Generating forecast for: T
[2025-10-14T23:59:56.389399] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'T' from 'https://tdm.silogroup.org/data/derivative_storage/T.csv'.
[2025-10-14T23:59:56.398194] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'T'.
[2025-10-14T23:59:56.398481] [INFO ] [FORECASTER] Starting predict_future for T
[2025-10-14T23:59:56.423291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:56.424007] [DEBUG] [LOCAL     ] No optimal features file found for T: ./output/feature-sets/T.txt
[2025-10-14T23:59:56.424061] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:56.424093] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:56.424120] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:56.424176] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:56.441630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:56.442217] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:56.442301] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:56.442334] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:56.481400] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:56.481538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:56.481578] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:56.481607] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:56.485339] [DEBUG] [FORECASTER] T: Forecast T+1@11:T+2@11: UP (p=77.78%)
[2025-10-14T23:59:56.485616] [INFO ] [FORECASTER] Completed predict_future for T
[2025-10-14T23:59:56.485806] [INFO ] [sig       ] T: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:56.623036] [INFO ] [LOCAL     ] Saved forecast: T	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/T.txt
[2025-10-14T23:59:56.623267] [INFO ] [sig       ] [1504/1812] Completed T in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:56.623310] [INFO ] [sig       ] [1505/1812] Forecasting TAC...
[2025-10-14T23:59:56.623339] [INFO ] [sig       ] Generating forecast for: TAC
[2025-10-14T23:59:56.623370] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAC' from 'https://tdm.silogroup.org/data/derivative_storage/TAC.csv'.
[2025-10-14T23:59:56.631356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAC'.
[2025-10-14T23:59:56.631736] [INFO ] [FORECASTER] Starting predict_future for TAC
[2025-10-14T23:59:56.657537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:56.658346] [DEBUG] [LOCAL     ] No optimal features file found for TAC: ./output/feature-sets/TAC.txt
[2025-10-14T23:59:56.658402] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:56.658434] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:56.658461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:56.658518] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:56.677090] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:56.677921] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:56.678006] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:56.678041] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:56.714793] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:56.714949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:56.714989] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:56.715018] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:56.718351] [DEBUG] [FORECASTER] TAC: Forecast T+1@11:T+2@11: UP (p=88.80%)
[2025-10-14T23:59:56.718620] [INFO ] [FORECASTER] Completed predict_future for TAC
[2025-10-14T23:59:56.718802] [INFO ] [sig       ] TAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:56.856744] [INFO ] [LOCAL     ] Saved forecast: TAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TAC.txt
[2025-10-14T23:59:56.857020] [INFO ] [sig       ] [1505/1812] Completed TAC in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:56.857063] [INFO ] [sig       ] [1506/1812] Forecasting TAK...
[2025-10-14T23:59:56.857093] [INFO ] [sig       ] Generating forecast for: TAK
[2025-10-14T23:59:56.857124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAK' from 'https://tdm.silogroup.org/data/derivative_storage/TAK.csv'.
[2025-10-14T23:59:56.866420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAK'.
[2025-10-14T23:59:56.866841] [INFO ] [FORECASTER] Starting predict_future for TAK
[2025-10-14T23:59:56.893019] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:56.893800] [DEBUG] [LOCAL     ] No optimal features file found for TAK: ./output/feature-sets/TAK.txt
[2025-10-14T23:59:56.893854] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:56.893888] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:56.893917] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:56.893974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:56.911002] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:56.911526] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:56.911603] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:56.911636] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:56.948481] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:56.948594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:56.948631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:56.948699] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:56.951850] [DEBUG] [FORECASTER] TAK: Forecast T+1@11:T+2@11: UP (p=54.92%)
[2025-10-14T23:59:56.952106] [INFO ] [FORECASTER] Completed predict_future for TAK
[2025-10-14T23:59:56.952234] [INFO ] [sig       ] TAK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:57.092343] [INFO ] [LOCAL     ] Saved forecast: TAK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TAK.txt
[2025-10-14T23:59:57.092612] [INFO ] [sig       ] [1506/1812] Completed TAK in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:57.092691] [INFO ] [sig       ] [1507/1812] Forecasting TAL...
[2025-10-14T23:59:57.092741] [INFO ] [sig       ] Generating forecast for: TAL
[2025-10-14T23:59:57.092773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAL' from 'https://tdm.silogroup.org/data/derivative_storage/TAL.csv'.
[2025-10-14T23:59:57.102001] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAL'.
[2025-10-14T23:59:57.102376] [INFO ] [FORECASTER] Starting predict_future for TAL
[2025-10-14T23:59:57.127109] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:57.127916] [DEBUG] [LOCAL     ] No optimal features file found for TAL: ./output/feature-sets/TAL.txt
[2025-10-14T23:59:57.127973] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:57.128026] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:57.128056] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:57.128152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:57.145061] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:57.145779] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:57.145864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:57.145898] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:57.182708] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:57.182886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:57.182928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:57.182958] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:57.186527] [DEBUG] [FORECASTER] TAL: Forecast T+1@11:T+2@11: UP (p=92.72%)
[2025-10-14T23:59:57.186899] [INFO ] [FORECASTER] Completed predict_future for TAL
[2025-10-14T23:59:57.187052] [INFO ] [sig       ] TAL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:57.327077] [INFO ] [LOCAL     ] Saved forecast: TAL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TAL.txt
[2025-10-14T23:59:57.327319] [INFO ] [sig       ] [1507/1812] Completed TAL in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:57.327411] [INFO ] [sig       ] [1508/1812] Forecasting TALO...
[2025-10-14T23:59:57.327450] [INFO ] [sig       ] Generating forecast for: TALO
[2025-10-14T23:59:57.327482] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TALO' from 'https://tdm.silogroup.org/data/derivative_storage/TALO.csv'.
[2025-10-14T23:59:57.336360] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TALO'.
[2025-10-14T23:59:57.336701] [INFO ] [FORECASTER] Starting predict_future for TALO
[2025-10-14T23:59:57.361323] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:57.362066] [DEBUG] [LOCAL     ] No optimal features file found for TALO: ./output/feature-sets/TALO.txt
[2025-10-14T23:59:57.362119] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:57.362150] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:57.362178] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:57.362234] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:57.382059] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:57.382980] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:57.383065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:57.383100] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:57.418872] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:57.418976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:57.419012] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:57.419041] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:57.422163] [DEBUG] [FORECASTER] TALO: Forecast T+1@11:T+2@11: DOWN (p=37.59%)
[2025-10-14T23:59:57.422421] [INFO ] [FORECASTER] Completed predict_future for TALO
[2025-10-14T23:59:57.422556] [INFO ] [sig       ] TALO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:57.562382] [INFO ] [LOCAL     ] Saved forecast: TALO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TALO.txt
[2025-10-14T23:59:57.562669] [INFO ] [sig       ] [1508/1812] Completed TALO in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:57.562729] [INFO ] [sig       ] [1509/1812] Forecasting TAP...
[2025-10-14T23:59:57.562763] [INFO ] [sig       ] Generating forecast for: TAP
[2025-10-14T23:59:57.562794] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAP' from 'https://tdm.silogroup.org/data/derivative_storage/TAP.csv'.
[2025-10-14T23:59:57.571511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAP'.
[2025-10-14T23:59:57.571872] [INFO ] [FORECASTER] Starting predict_future for TAP
[2025-10-14T23:59:57.597995] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:57.598969] [DEBUG] [LOCAL     ] No optimal features file found for TAP: ./output/feature-sets/TAP.txt
[2025-10-14T23:59:57.599024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:57.599059] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:57.599087] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:57.599144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:57.616824] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:57.617404] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:57.617484] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:57.617518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:57.654494] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:57.654638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:57.654735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:57.654809] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:57.658618] [DEBUG] [FORECASTER] TAP: Forecast T+1@11:T+2@11: UP (p=82.34%)
[2025-10-14T23:59:57.659048] [INFO ] [FORECASTER] Completed predict_future for TAP
[2025-10-14T23:59:57.659197] [INFO ] [sig       ] TAP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:57.803794] [INFO ] [LOCAL     ] Saved forecast: TAP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TAP.txt
[2025-10-14T23:59:57.804117] [INFO ] [sig       ] [1509/1812] Completed TAP in 0.2s | 4.23 sym/s | Total: 5.9m | ETA: 1.2m
[2025-10-14T23:59:57.804183] [INFO ] [sig       ] [1510/1812] Forecasting TBB...
[2025-10-14T23:59:57.804234] [INFO ] [sig       ] Generating forecast for: TBB
[2025-10-14T23:59:57.804301] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBB.csv'.
[2025-10-14T23:59:57.813221] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBB'.
[2025-10-14T23:59:57.813499] [INFO ] [FORECASTER] Starting predict_future for TBB
[2025-10-14T23:59:57.838580] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:57.839322] [DEBUG] [LOCAL     ] No optimal features file found for TBB: ./output/feature-sets/TBB.txt
[2025-10-14T23:59:57.839376] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:57.839409] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:57.839437] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:57.839493] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:57.856554] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:57.857117] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:57.857197] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:57.857231] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:57.892104] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:57.892178] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:57.892212] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:57.892240] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:57.895181] [DEBUG] [FORECASTER] TBB: Forecast T+1@11:T+2@11: UP (p=85.08%)
[2025-10-14T23:59:57.895424] [INFO ] [FORECASTER] Completed predict_future for TBB
[2025-10-14T23:59:57.895555] [INFO ] [sig       ] TBB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-14T23:59:58.034182] [INFO ] [LOCAL     ] Saved forecast: TBB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TBB.txt
[2025-10-14T23:59:58.034380] [INFO ] [sig       ] [1510/1812] Completed TBB in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:58.034420] [INFO ] [sig       ] [1511/1812] Forecasting TBBB...
[2025-10-14T23:59:58.034454] [INFO ] [sig       ] Generating forecast for: TBBB
[2025-10-14T23:59:58.034485] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBBB.csv'.
[2025-10-14T23:59:58.042673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBBB'.
[2025-10-14T23:59:58.042945] [INFO ] [FORECASTER] Starting predict_future for TBBB
[2025-10-14T23:59:58.067388] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:58.068136] [DEBUG] [LOCAL     ] No optimal features file found for TBBB: ./output/feature-sets/TBBB.txt
[2025-10-14T23:59:58.068190] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:58.068223] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:58.068250] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:58.068307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:58.085618] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:58.086189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:58.086266] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:58.086299] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:58.118037] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:58.118156] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:58.118200] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:58.118231] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:58.121259] [DEBUG] [FORECASTER] TBBB: Forecast T+1@11:T+2@11: DOWN (p=2.87%)
[2025-10-14T23:59:58.121504] [INFO ] [FORECASTER] Completed predict_future for TBBB
[2025-10-14T23:59:58.121632] [INFO ] [sig       ] TBBB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:58.258421] [INFO ] [LOCAL     ] Saved forecast: TBBB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TBBB.txt
[2025-10-14T23:59:58.258676] [INFO ] [sig       ] [1511/1812] Completed TBBB in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:58.258736] [INFO ] [sig       ] [1512/1812] Forecasting TBI...
[2025-10-14T23:59:58.258770] [INFO ] [sig       ] Generating forecast for: TBI
[2025-10-14T23:59:58.258801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBI' from 'https://tdm.silogroup.org/data/derivative_storage/TBI.csv'.
[2025-10-14T23:59:58.267275] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBI'.
[2025-10-14T23:59:58.267537] [INFO ] [FORECASTER] Starting predict_future for TBI
[2025-10-14T23:59:58.291679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:58.292402] [DEBUG] [LOCAL     ] No optimal features file found for TBI: ./output/feature-sets/TBI.txt
[2025-10-14T23:59:58.292455] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:58.292487] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:58.292514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:58.292570] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:58.309409] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:58.310048] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:58.310127] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:58.310160] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:58.346368] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:58.346553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:58.346595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:58.346624] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:58.350063] [DEBUG] [FORECASTER] TBI: Forecast T+1@11:T+2@11: DOWN (p=1.81%)
[2025-10-14T23:59:58.350329] [INFO ] [FORECASTER] Completed predict_future for TBI
[2025-10-14T23:59:58.350461] [INFO ] [sig       ] TBI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:58.488896] [INFO ] [LOCAL     ] Saved forecast: TBI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TBI.txt
[2025-10-14T23:59:58.489107] [INFO ] [sig       ] [1512/1812] Completed TBI in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:58.489150] [INFO ] [sig       ] [1513/1812] Forecasting TBN...
[2025-10-14T23:59:58.489182] [INFO ] [sig       ] Generating forecast for: TBN
[2025-10-14T23:59:58.489213] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBN' from 'https://tdm.silogroup.org/data/derivative_storage/TBN.csv'.
[2025-10-14T23:59:58.497951] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'TBN'.
[2025-10-14T23:59:58.498313] [INFO ] [FORECASTER] Starting predict_future for TBN
[2025-10-14T23:59:58.522947] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:58.523702] [DEBUG] [LOCAL     ] No optimal features file found for TBN: ./output/feature-sets/TBN.txt
[2025-10-14T23:59:58.523757] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:58.523790] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:58.523818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:58.523875] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:58.540813] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:58.541342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:58.541424] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:58.541457] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:58.577095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:58.577187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:58.577223] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:58.577252] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:58.580432] [DEBUG] [FORECASTER] TBN: Forecast T+1@11:T+2@11: DOWN (p=8.32%)
[2025-10-14T23:59:58.580708] [INFO ] [FORECASTER] Completed predict_future for TBN
[2025-10-14T23:59:58.580848] [INFO ] [sig       ] TBN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:58.720199] [INFO ] [LOCAL     ] Saved forecast: TBN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TBN.txt
[2025-10-14T23:59:58.720432] [INFO ] [sig       ] [1513/1812] Completed TBN in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:58.720477] [INFO ] [sig       ] [1514/1812] Forecasting TCBX...
[2025-10-14T23:59:58.720508] [INFO ] [sig       ] Generating forecast for: TCBX
[2025-10-14T23:59:58.720539] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TCBX' from 'https://tdm.silogroup.org/data/derivative_storage/TCBX.csv'.
[2025-10-14T23:59:58.728841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TCBX'.
[2025-10-14T23:59:58.729088] [INFO ] [FORECASTER] Starting predict_future for TCBX
[2025-10-14T23:59:58.753239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:58.753943] [DEBUG] [LOCAL     ] No optimal features file found for TCBX: ./output/feature-sets/TCBX.txt
[2025-10-14T23:59:58.753997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:58.754044] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:58.754073] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:58.754178] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:58.771031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:58.771584] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:58.771683] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:58.771741] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:58.806102] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:58.806242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:58.806279] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:58.806308] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:58.809608] [DEBUG] [FORECASTER] TCBX: Forecast T+1@11:T+2@11: DOWN (p=36.47%)
[2025-10-14T23:59:58.809909] [INFO ] [FORECASTER] Completed predict_future for TCBX
[2025-10-14T23:59:58.810051] [INFO ] [sig       ] TCBX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:58.948221] [INFO ] [LOCAL     ] Saved forecast: TCBX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TCBX.txt
[2025-10-14T23:59:58.948477] [INFO ] [sig       ] [1514/1812] Completed TCBX in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:58.948520] [INFO ] [sig       ] [1515/1812] Forecasting TD...
[2025-10-14T23:59:58.948550] [INFO ] [sig       ] Generating forecast for: TD
[2025-10-14T23:59:58.948582] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TD' from 'https://tdm.silogroup.org/data/derivative_storage/TD.csv'.
[2025-10-14T23:59:58.957133] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TD'.
[2025-10-14T23:59:58.957444] [INFO ] [FORECASTER] Starting predict_future for TD
[2025-10-14T23:59:58.982071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:58.982822] [DEBUG] [LOCAL     ] No optimal features file found for TD: ./output/feature-sets/TD.txt
[2025-10-14T23:59:58.982875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:58.982908] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:58.982936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:58.982991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:58.999729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:59.000261] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:59.000354] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:59.000402] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:59.035305] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:59.035402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:59.035437] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:59.035466] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:59.038594] [DEBUG] [FORECASTER] TD: Forecast T+1@11:T+2@11: DOWN (p=0.92%)
[2025-10-14T23:59:59.038882] [INFO ] [FORECASTER] Completed predict_future for TD
[2025-10-14T23:59:59.039018] [INFO ] [sig       ] TD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:59.178316] [INFO ] [LOCAL     ] Saved forecast: TD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TD.txt
[2025-10-14T23:59:59.178576] [INFO ] [sig       ] [1515/1812] Completed TD in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:59.178620] [INFO ] [sig       ] [1516/1812] Forecasting TDC...
[2025-10-14T23:59:59.178691] [INFO ] [sig       ] Generating forecast for: TDC
[2025-10-14T23:59:59.178743] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDC' from 'https://tdm.silogroup.org/data/derivative_storage/TDC.csv'.
[2025-10-14T23:59:59.187344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDC'.
[2025-10-14T23:59:59.187716] [INFO ] [FORECASTER] Starting predict_future for TDC
[2025-10-14T23:59:59.212006] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:59.212673] [DEBUG] [LOCAL     ] No optimal features file found for TDC: ./output/feature-sets/TDC.txt
[2025-10-14T23:59:59.212732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:59.212768] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:59.212795] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:59.212851] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:59.229630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:59.230217] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:59.230293] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:59.230325] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:59.266408] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:59.266581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:59.266621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:59.266686] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:59.270166] [DEBUG] [FORECASTER] TDC: Forecast T+1@11:T+2@11: DOWN (p=21.31%)
[2025-10-14T23:59:59.270435] [INFO ] [FORECASTER] Completed predict_future for TDC
[2025-10-14T23:59:59.270569] [INFO ] [sig       ] TDC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:59.409548] [INFO ] [LOCAL     ] Saved forecast: TDC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TDC.txt
[2025-10-14T23:59:59.409830] [INFO ] [sig       ] [1516/1812] Completed TDC in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:59.409890] [INFO ] [sig       ] [1517/1812] Forecasting TDF...
[2025-10-14T23:59:59.409925] [INFO ] [sig       ] Generating forecast for: TDF
[2025-10-14T23:59:59.409957] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDF' from 'https://tdm.silogroup.org/data/derivative_storage/TDF.csv'.
[2025-10-14T23:59:59.417895] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDF'.
[2025-10-14T23:59:59.418243] [INFO ] [FORECASTER] Starting predict_future for TDF
[2025-10-14T23:59:59.442476] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:59.443259] [DEBUG] [LOCAL     ] No optimal features file found for TDF: ./output/feature-sets/TDF.txt
[2025-10-14T23:59:59.443312] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:59.443344] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:59.443373] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:59.443430] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:59.460268] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:59.461015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:59.461099] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:59.461133] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:59.496276] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:59.496444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:59.496521] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:59.496552] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:59.501023] [DEBUG] [FORECASTER] TDF: Forecast T+1@11:T+2@11: DOWN (p=30.07%)
[2025-10-14T23:59:59.501307] [INFO ] [FORECASTER] Completed predict_future for TDF
[2025-10-14T23:59:59.501445] [INFO ] [sig       ] TDF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:59.640131] [INFO ] [LOCAL     ] Saved forecast: TDF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TDF.txt
[2025-10-14T23:59:59.640403] [INFO ] [sig       ] [1517/1812] Completed TDF in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:59.640444] [INFO ] [sig       ] [1518/1812] Forecasting TDG...
[2025-10-14T23:59:59.640475] [INFO ] [sig       ] Generating forecast for: TDG
[2025-10-14T23:59:59.640506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDG' from 'https://tdm.silogroup.org/data/derivative_storage/TDG.csv'.
[2025-10-14T23:59:59.649057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDG'.
[2025-10-14T23:59:59.649385] [INFO ] [FORECASTER] Starting predict_future for TDG
[2025-10-14T23:59:59.673883] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:59.674617] [DEBUG] [LOCAL     ] No optimal features file found for TDG: ./output/feature-sets/TDG.txt
[2025-10-14T23:59:59.674695] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:59.674740] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:59.674770] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:59.674827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:59.692162] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:59.692781] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:59.692860] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:59.692893] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:59.728251] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:59.728404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:59.728443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:59.728471] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:59.731908] [DEBUG] [FORECASTER] TDG: Forecast T+1@11:T+2@11: DOWN (p=9.79%)
[2025-10-14T23:59:59.732172] [INFO ] [FORECASTER] Completed predict_future for TDG
[2025-10-14T23:59:59.732303] [INFO ] [sig       ] TDG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-14T23:59:59.871438] [INFO ] [LOCAL     ] Saved forecast: TDG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TDG.txt
[2025-10-14T23:59:59.871699] [INFO ] [sig       ] [1518/1812] Completed TDG in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-14T23:59:59.871764] [INFO ] [sig       ] [1519/1812] Forecasting TDOC...
[2025-10-14T23:59:59.871798] [INFO ] [sig       ] Generating forecast for: TDOC
[2025-10-14T23:59:59.871830] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDOC' from 'https://tdm.silogroup.org/data/derivative_storage/TDOC.csv'.
[2025-10-14T23:59:59.880279] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDOC'.
[2025-10-14T23:59:59.880540] [INFO ] [FORECASTER] Starting predict_future for TDOC
[2025-10-14T23:59:59.905003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T23:59:59.905849] [DEBUG] [LOCAL     ] No optimal features file found for TDOC: ./output/feature-sets/TDOC.txt
[2025-10-14T23:59:59.905904] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T23:59:59.905936] [DEBUG] [FORECASTER] Starting train method
[2025-10-14T23:59:59.905964] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-14T23:59:59.906020] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-14T23:59:59.922878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-14T23:59:59.923500] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-14T23:59:59.923580] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-14T23:59:59.923613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-14T23:59:59.959016] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-14T23:59:59.959186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-14T23:59:59.959225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-14T23:59:59.959254] [INFO ] [FORECASTER] Training complete
[2025-10-14T23:59:59.962520] [DEBUG] [FORECASTER] TDOC: Forecast T+1@11:T+2@11: DOWN (p=2.83%)
[2025-10-14T23:59:59.962822] [INFO ] [FORECASTER] Completed predict_future for TDOC
[2025-10-14T23:59:59.962962] [INFO ] [sig       ] TDOC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:00.102801] [INFO ] [LOCAL     ] Saved forecast: TDOC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TDOC.txt
[2025-10-15T00:00:00.103025] [INFO ] [sig       ] [1519/1812] Completed TDOC in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-15T00:00:00.103067] [INFO ] [sig       ] [1520/1812] Forecasting TDS...
[2025-10-15T00:00:00.103098] [INFO ] [sig       ] Generating forecast for: TDS
[2025-10-15T00:00:00.103128] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDS' from 'https://tdm.silogroup.org/data/derivative_storage/TDS.csv'.
[2025-10-15T00:00:00.114449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDS'.
[2025-10-15T00:00:00.140210] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:00.140999] [DEBUG] [LOCAL     ] No optimal features file found for TDS: ./output/feature-sets/TDS.txt
[2025-10-15T00:00:00.141052] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:00.201111] [INFO ] [sig       ] TDS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:00.356342] [INFO ] [LOCAL     ] Saved forecast: TDS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TDS.txt
[2025-10-15T00:00:00.356629] [INFO ] [sig       ] [1520/1812] Completed TDS in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-15T00:00:00.356717] [INFO ] [sig       ] [1521/1812] Forecasting TDW...
[2025-10-15T00:00:00.356757] [INFO ] [sig       ] Generating forecast for: TDW
[2025-10-15T00:00:00.356790] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDW' from 'https://tdm.silogroup.org/data/derivative_storage/TDW.csv'.
[2025-10-15T00:00:00.365337] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDW'.
[2025-10-15T00:00:00.390289] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:00.390983] [DEBUG] [LOCAL     ] No optimal features file found for TDW: ./output/feature-sets/TDW.txt
[2025-10-15T00:00:00.391037] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:00.450090] [INFO ] [sig       ] TDW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:00.586155] [INFO ] [LOCAL     ] Saved forecast: TDW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TDW.txt
[2025-10-15T00:00:00.586394] [INFO ] [sig       ] [1521/1812] Completed TDW in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:00.586436] [INFO ] [sig       ] [1522/1812] Forecasting TDY...
[2025-10-15T00:00:00.586468] [INFO ] [sig       ] Generating forecast for: TDY
[2025-10-15T00:00:00.586499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDY' from 'https://tdm.silogroup.org/data/derivative_storage/TDY.csv'.
[2025-10-15T00:00:00.595439] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDY'.
[2025-10-15T00:00:00.620553] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:00.621247] [DEBUG] [LOCAL     ] No optimal features file found for TDY: ./output/feature-sets/TDY.txt
[2025-10-15T00:00:00.621301] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:00.687150] [INFO ] [sig       ] TDY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:00.827525] [INFO ] [LOCAL     ] Saved forecast: TDY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TDY.txt
[2025-10-15T00:00:00.827819] [INFO ] [sig       ] [1522/1812] Completed TDY in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:00.827879] [INFO ] [sig       ] [1523/1812] Forecasting TEAF...
[2025-10-15T00:00:00.827913] [INFO ] [sig       ] Generating forecast for: TEAF
[2025-10-15T00:00:00.827943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEAF' from 'https://tdm.silogroup.org/data/derivative_storage/TEAF.csv'.
[2025-10-15T00:00:00.836687] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEAF'.
[2025-10-15T00:00:00.861920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:00.862586] [DEBUG] [LOCAL     ] No optimal features file found for TEAF: ./output/feature-sets/TEAF.txt
[2025-10-15T00:00:00.862658] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:00.916681] [INFO ] [sig       ] TEAF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:01.056180] [INFO ] [LOCAL     ] Saved forecast: TEAF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TEAF.txt
[2025-10-15T00:00:01.056410] [INFO ] [sig       ] [1523/1812] Completed TEAF in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:01.056452] [INFO ] [sig       ] [1524/1812] Forecasting TECK...
[2025-10-15T00:00:01.056483] [INFO ] [sig       ] Generating forecast for: TECK
[2025-10-15T00:00:01.056515] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TECK' from 'https://tdm.silogroup.org/data/derivative_storage/TECK.csv'.
[2025-10-15T00:00:01.065909] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TECK'.
[2025-10-15T00:00:01.091088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:01.091909] [DEBUG] [LOCAL     ] No optimal features file found for TECK: ./output/feature-sets/TECK.txt
[2025-10-15T00:00:01.091963] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:01.150492] [INFO ] [sig       ] TECK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:01.295211] [INFO ] [LOCAL     ] Saved forecast: TECK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TECK.txt
[2025-10-15T00:00:01.295462] [INFO ] [sig       ] [1524/1812] Completed TECK in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:01.295504] [INFO ] [sig       ] [1525/1812] Forecasting TEF...
[2025-10-15T00:00:01.295534] [INFO ] [sig       ] Generating forecast for: TEF
[2025-10-15T00:00:01.295564] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEF' from 'https://tdm.silogroup.org/data/derivative_storage/TEF.csv'.
[2025-10-15T00:00:01.305021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEF'.
[2025-10-15T00:00:01.330312] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:01.331009] [DEBUG] [LOCAL     ] No optimal features file found for TEF: ./output/feature-sets/TEF.txt
[2025-10-15T00:00:01.331062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:01.390637] [INFO ] [sig       ] TEF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:01.532131] [INFO ] [LOCAL     ] Saved forecast: TEF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TEF.txt
[2025-10-15T00:00:01.532411] [INFO ] [sig       ] [1525/1812] Completed TEF in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:01.532472] [INFO ] [sig       ] [1526/1812] Forecasting TEI...
[2025-10-15T00:00:01.532505] [INFO ] [sig       ] Generating forecast for: TEI
[2025-10-15T00:00:01.532536] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEI' from 'https://tdm.silogroup.org/data/derivative_storage/TEI.csv'.
[2025-10-15T00:00:01.541491] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEI'.
[2025-10-15T00:00:01.568212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:01.569410] [DEBUG] [LOCAL     ] No optimal features file found for TEI: ./output/feature-sets/TEI.txt
[2025-10-15T00:00:01.569468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:01.628582] [INFO ] [sig       ] TEI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:01.820195] [INFO ] [LOCAL     ] Saved forecast: TEI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TEI.txt
[2025-10-15T00:00:01.820471] [INFO ] [sig       ] [1526/1812] Completed TEI in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:01.820513] [INFO ] [sig       ] [1527/1812] Forecasting TEL...
[2025-10-15T00:00:01.820543] [INFO ] [sig       ] Generating forecast for: TEL
[2025-10-15T00:00:01.820574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEL' from 'https://tdm.silogroup.org/data/derivative_storage/TEL.csv'.
[2025-10-15T00:00:01.830222] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEL'.
[2025-10-15T00:00:01.859683] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:01.861005] [DEBUG] [LOCAL     ] No optimal features file found for TEL: ./output/feature-sets/TEL.txt
[2025-10-15T00:00:01.861116] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:01.946704] [INFO ] [sig       ] TEL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:02.162384] [INFO ] [LOCAL     ] Saved forecast: TEL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TEL.txt
[2025-10-15T00:00:02.162726] [INFO ] [sig       ] [1527/1812] Completed TEL in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:02.162795] [INFO ] [sig       ] [1528/1812] Forecasting TEN...
[2025-10-15T00:00:02.162832] [INFO ] [sig       ] Generating forecast for: TEN
[2025-10-15T00:00:02.162867] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEN' from 'https://tdm.silogroup.org/data/derivative_storage/TEN.csv'.
[2025-10-15T00:00:02.173470] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEN'.
[2025-10-15T00:00:02.209746] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:02.210533] [DEBUG] [LOCAL     ] No optimal features file found for TEN: ./output/feature-sets/TEN.txt
[2025-10-15T00:00:02.210602] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:02.270434] [INFO ] [sig       ] TEN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:02.415969] [INFO ] [LOCAL     ] Saved forecast: TEN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TEN.txt
[2025-10-15T00:00:02.416210] [INFO ] [sig       ] [1528/1812] Completed TEN in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:02.416253] [INFO ] [sig       ] [1529/1812] Forecasting TEO...
[2025-10-15T00:00:02.416285] [INFO ] [sig       ] Generating forecast for: TEO
[2025-10-15T00:00:02.416316] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEO' from 'https://tdm.silogroup.org/data/derivative_storage/TEO.csv'.
[2025-10-15T00:00:02.425935] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEO'.
[2025-10-15T00:00:02.459513] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:02.460583] [DEBUG] [LOCAL     ] No optimal features file found for TEO: ./output/feature-sets/TEO.txt
[2025-10-15T00:00:02.460696] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:02.531141] [INFO ] [sig       ] TEO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:02.685955] [INFO ] [LOCAL     ] Saved forecast: TEO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TEO.txt
[2025-10-15T00:00:02.686239] [INFO ] [sig       ] [1529/1812] Completed TEO in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:02.686283] [INFO ] [sig       ] [1530/1812] Forecasting TEVA...
[2025-10-15T00:00:02.686315] [INFO ] [sig       ] Generating forecast for: TEVA
[2025-10-15T00:00:02.686346] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEVA' from 'https://tdm.silogroup.org/data/derivative_storage/TEVA.csv'.
[2025-10-15T00:00:02.695812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEVA'.
[2025-10-15T00:00:02.721163] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:02.721964] [DEBUG] [LOCAL     ] No optimal features file found for TEVA: ./output/feature-sets/TEVA.txt
[2025-10-15T00:00:02.722019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:02.785954] [INFO ] [sig       ] TEVA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:02.935666] [INFO ] [LOCAL     ] Saved forecast: TEVA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TEVA.txt
[2025-10-15T00:00:02.935948] [INFO ] [sig       ] [1530/1812] Completed TEVA in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:02.935994] [INFO ] [sig       ] [1531/1812] Forecasting TEX...
[2025-10-15T00:00:02.936025] [INFO ] [sig       ] Generating forecast for: TEX
[2025-10-15T00:00:02.936056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEX' from 'https://tdm.silogroup.org/data/derivative_storage/TEX.csv'.
[2025-10-15T00:00:02.945704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEX'.
[2025-10-15T00:00:02.974078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:02.974994] [DEBUG] [LOCAL     ] No optimal features file found for TEX: ./output/feature-sets/TEX.txt
[2025-10-15T00:00:02.975052] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:03.038544] [INFO ] [sig       ] TEX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:03.186283] [INFO ] [LOCAL     ] Saved forecast: TEX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TEX.txt
[2025-10-15T00:00:03.186548] [INFO ] [sig       ] [1531/1812] Completed TEX in 0.3s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:03.186591] [INFO ] [sig       ] [1532/1812] Forecasting TFC...
[2025-10-15T00:00:03.186622] [INFO ] [sig       ] Generating forecast for: TFC
[2025-10-15T00:00:03.186687] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFC' from 'https://tdm.silogroup.org/data/derivative_storage/TFC.csv'.
[2025-10-15T00:00:03.196000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFC'.
[2025-10-15T00:00:03.223173] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:03.224017] [DEBUG] [LOCAL     ] No optimal features file found for TFC: ./output/feature-sets/TFC.txt
[2025-10-15T00:00:03.224075] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:03.281367] [INFO ] [sig       ] TFC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:03.423232] [INFO ] [LOCAL     ] Saved forecast: TFC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TFC.txt
[2025-10-15T00:00:03.423496] [INFO ] [sig       ] [1532/1812] Completed TFC in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:03.423539] [INFO ] [sig       ] [1533/1812] Forecasting TFII...
[2025-10-15T00:00:03.423571] [INFO ] [sig       ] Generating forecast for: TFII
[2025-10-15T00:00:03.423602] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFII' from 'https://tdm.silogroup.org/data/derivative_storage/TFII.csv'.
[2025-10-15T00:00:03.432126] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFII'.
[2025-10-15T00:00:03.456874] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:03.457587] [DEBUG] [LOCAL     ] No optimal features file found for TFII: ./output/feature-sets/TFII.txt
[2025-10-15T00:00:03.457640] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:03.512830] [INFO ] [sig       ] TFII: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:03.652767] [INFO ] [LOCAL     ] Saved forecast: TFII	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TFII.txt
[2025-10-15T00:00:03.653012] [INFO ] [sig       ] [1533/1812] Completed TFII in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:03.653056] [INFO ] [sig       ] [1534/1812] Forecasting TFIN...
[2025-10-15T00:00:03.653087] [INFO ] [sig       ] Generating forecast for: TFIN
[2025-10-15T00:00:03.653119] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFIN' from 'https://tdm.silogroup.org/data/derivative_storage/TFIN.csv'.
[2025-10-15T00:00:03.662185] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFIN'.
[2025-10-15T00:00:03.688581] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:03.689418] [DEBUG] [LOCAL     ] No optimal features file found for TFIN: ./output/feature-sets/TFIN.txt
[2025-10-15T00:00:03.689474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:03.747771] [INFO ] [sig       ] TFIN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:03.889186] [INFO ] [LOCAL     ] Saved forecast: TFIN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TFIN.txt
[2025-10-15T00:00:03.889439] [INFO ] [sig       ] [1534/1812] Completed TFIN in 0.2s | 4.23 sym/s | Total: 6.0m | ETA: 1.1m
[2025-10-15T00:00:03.889500] [INFO ] [sig       ] [1535/1812] Forecasting TFPM...
[2025-10-15T00:00:03.889534] [INFO ] [sig       ] Generating forecast for: TFPM
[2025-10-15T00:00:03.889567] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFPM' from 'https://tdm.silogroup.org/data/derivative_storage/TFPM.csv'.
[2025-10-15T00:00:03.898718] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFPM'.
[2025-10-15T00:00:03.923386] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:03.924103] [DEBUG] [LOCAL     ] No optimal features file found for TFPM: ./output/feature-sets/TFPM.txt
[2025-10-15T00:00:03.924156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:03.984464] [INFO ] [sig       ] TFPM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:04.121937] [INFO ] [LOCAL     ] Saved forecast: TFPM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TFPM.txt
[2025-10-15T00:00:04.122170] [INFO ] [sig       ] [1535/1812] Completed TFPM in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:04.122212] [INFO ] [sig       ] [1536/1812] Forecasting TFX...
[2025-10-15T00:00:04.122241] [INFO ] [sig       ] Generating forecast for: TFX
[2025-10-15T00:00:04.122273] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFX' from 'https://tdm.silogroup.org/data/derivative_storage/TFX.csv'.
[2025-10-15T00:00:04.130207] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFX'.
[2025-10-15T00:00:04.155291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:04.156091] [DEBUG] [LOCAL     ] No optimal features file found for TFX: ./output/feature-sets/TFX.txt
[2025-10-15T00:00:04.156145] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:04.216449] [INFO ] [sig       ] TFX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:04.356719] [INFO ] [LOCAL     ] Saved forecast: TFX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TFX.txt
[2025-10-15T00:00:04.356976] [INFO ] [sig       ] [1536/1812] Completed TFX in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:04.357021] [INFO ] [sig       ] [1537/1812] Forecasting TG...
[2025-10-15T00:00:04.357052] [INFO ] [sig       ] Generating forecast for: TG
[2025-10-15T00:00:04.357083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TG' from 'https://tdm.silogroup.org/data/derivative_storage/TG.csv'.
[2025-10-15T00:00:04.366573] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TG'.
[2025-10-15T00:00:04.397141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:04.397987] [DEBUG] [LOCAL     ] No optimal features file found for TG: ./output/feature-sets/TG.txt
[2025-10-15T00:00:04.398044] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:04.453158] [INFO ] [sig       ] TG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:04.608202] [INFO ] [LOCAL     ] Saved forecast: TG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TG.txt
[2025-10-15T00:00:04.608476] [INFO ] [sig       ] [1537/1812] Completed TG in 0.3s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:04.608530] [INFO ] [sig       ] [1538/1812] Forecasting TGLS...
[2025-10-15T00:00:04.608563] [INFO ] [sig       ] Generating forecast for: TGLS
[2025-10-15T00:00:04.608595] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGLS' from 'https://tdm.silogroup.org/data/derivative_storage/TGLS.csv'.
[2025-10-15T00:00:04.617499] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGLS'.
[2025-10-15T00:00:04.643099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:04.643927] [DEBUG] [LOCAL     ] No optimal features file found for TGLS: ./output/feature-sets/TGLS.txt
[2025-10-15T00:00:04.643981] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:04.706730] [INFO ] [sig       ] TGLS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:04.843921] [INFO ] [LOCAL     ] Saved forecast: TGLS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TGLS.txt
[2025-10-15T00:00:04.844166] [INFO ] [sig       ] [1538/1812] Completed TGLS in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:04.844208] [INFO ] [sig       ] [1539/1812] Forecasting TGNA...
[2025-10-15T00:00:04.844239] [INFO ] [sig       ] Generating forecast for: TGNA
[2025-10-15T00:00:04.844270] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGNA' from 'https://tdm.silogroup.org/data/derivative_storage/TGNA.csv'.
[2025-10-15T00:00:04.852839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGNA'.
[2025-10-15T00:00:04.877698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:04.878479] [DEBUG] [LOCAL     ] No optimal features file found for TGNA: ./output/feature-sets/TGNA.txt
[2025-10-15T00:00:04.878534] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:04.942569] [INFO ] [sig       ] TGNA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:05.081277] [INFO ] [LOCAL     ] Saved forecast: TGNA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TGNA.txt
[2025-10-15T00:00:05.081490] [INFO ] [sig       ] [1539/1812] Completed TGNA in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:05.081531] [INFO ] [sig       ] [1540/1812] Forecasting TGS...
[2025-10-15T00:00:05.081562] [INFO ] [sig       ] Generating forecast for: TGS
[2025-10-15T00:00:05.081604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGS' from 'https://tdm.silogroup.org/data/derivative_storage/TGS.csv'.
[2025-10-15T00:00:05.090918] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGS'.
[2025-10-15T00:00:05.119367] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:05.120373] [DEBUG] [LOCAL     ] No optimal features file found for TGS: ./output/feature-sets/TGS.txt
[2025-10-15T00:00:05.120451] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:05.188735] [INFO ] [sig       ] TGS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:05.354110] [INFO ] [LOCAL     ] Saved forecast: TGS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TGS.txt
[2025-10-15T00:00:05.354383] [INFO ] [sig       ] [1540/1812] Completed TGS in 0.3s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:05.354440] [INFO ] [sig       ] [1541/1812] Forecasting TGT...
[2025-10-15T00:00:05.354485] [INFO ] [sig       ] Generating forecast for: TGT
[2025-10-15T00:00:05.354550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGT' from 'https://tdm.silogroup.org/data/derivative_storage/TGT.csv'.
[2025-10-15T00:00:05.363525] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGT'.
[2025-10-15T00:00:05.392573] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:05.393383] [DEBUG] [LOCAL     ] No optimal features file found for TGT: ./output/feature-sets/TGT.txt
[2025-10-15T00:00:05.393442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:05.459422] [INFO ] [sig       ] TGT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:05.603949] [INFO ] [LOCAL     ] Saved forecast: TGT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TGT.txt
[2025-10-15T00:00:05.604164] [INFO ] [sig       ] [1541/1812] Completed TGT in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:05.604206] [INFO ] [sig       ] [1542/1812] Forecasting THC...
[2025-10-15T00:00:05.604237] [INFO ] [sig       ] Generating forecast for: THC
[2025-10-15T00:00:05.604269] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THC' from 'https://tdm.silogroup.org/data/derivative_storage/THC.csv'.
[2025-10-15T00:00:05.613421] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THC'.
[2025-10-15T00:00:05.638742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:05.639423] [DEBUG] [LOCAL     ] No optimal features file found for THC: ./output/feature-sets/THC.txt
[2025-10-15T00:00:05.639477] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:05.692930] [INFO ] [sig       ] THC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:05.833792] [INFO ] [LOCAL     ] Saved forecast: THC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THC.txt
[2025-10-15T00:00:05.834000] [INFO ] [sig       ] [1542/1812] Completed THC in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:05.834043] [INFO ] [sig       ] [1543/1812] Forecasting THG...
[2025-10-15T00:00:05.834073] [INFO ] [sig       ] Generating forecast for: THG
[2025-10-15T00:00:05.834105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THG' from 'https://tdm.silogroup.org/data/derivative_storage/THG.csv'.
[2025-10-15T00:00:05.842408] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THG'.
[2025-10-15T00:00:05.867199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:05.867900] [DEBUG] [LOCAL     ] No optimal features file found for THG: ./output/feature-sets/THG.txt
[2025-10-15T00:00:05.867953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:05.919910] [INFO ] [sig       ] THG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:06.056000] [INFO ] [LOCAL     ] Saved forecast: THG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THG.txt
[2025-10-15T00:00:06.056222] [INFO ] [sig       ] [1543/1812] Completed THG in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:06.056264] [INFO ] [sig       ] [1544/1812] Forecasting THIR...
[2025-10-15T00:00:06.056294] [INFO ] [sig       ] Generating forecast for: THIR
[2025-10-15T00:00:06.056324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THIR' from 'https://tdm.silogroup.org/data/derivative_storage/THIR.csv'.
[2025-10-15T00:00:06.064114] [DEBUG] [REMOTE    ] Successfully parsed 1783 rows of historical data for symbol 'THIR'.
[2025-10-15T00:00:06.088712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:06.089398] [DEBUG] [LOCAL     ] No optimal features file found for THIR: ./output/feature-sets/THIR.txt
[2025-10-15T00:00:06.089451] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:06.138266] [INFO ] [sig       ] THIR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:06.274030] [INFO ] [LOCAL     ] Saved forecast: THIR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THIR.txt
[2025-10-15T00:00:06.274236] [INFO ] [sig       ] [1544/1812] Completed THIR in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:06.274276] [INFO ] [sig       ] [1545/1812] Forecasting THLV...
[2025-10-15T00:00:06.274306] [INFO ] [sig       ] Generating forecast for: THLV
[2025-10-15T00:00:06.274337] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THLV' from 'https://tdm.silogroup.org/data/derivative_storage/THLV.csv'.
[2025-10-15T00:00:06.282344] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'THLV'.
[2025-10-15T00:00:06.306950] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:06.307636] [DEBUG] [LOCAL     ] No optimal features file found for THLV: ./output/feature-sets/THLV.txt
[2025-10-15T00:00:06.307716] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:06.362426] [INFO ] [sig       ] THLV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:06.499232] [INFO ] [LOCAL     ] Saved forecast: THLV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THLV.txt
[2025-10-15T00:00:06.499498] [INFO ] [sig       ] [1545/1812] Completed THLV in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-15T00:00:06.499541] [INFO ] [sig       ] [1546/1812] Forecasting THO...
[2025-10-15T00:00:06.499572] [INFO ] [sig       ] Generating forecast for: THO
[2025-10-15T00:00:06.499605] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THO' from 'https://tdm.silogroup.org/data/derivative_storage/THO.csv'.
[2025-10-15T00:00:06.508020] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THO'.
[2025-10-15T00:00:06.533088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:06.533867] [DEBUG] [LOCAL     ] No optimal features file found for THO: ./output/feature-sets/THO.txt
[2025-10-15T00:00:06.533922] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:06.592374] [INFO ] [sig       ] THO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:06.731741] [INFO ] [LOCAL     ] Saved forecast: THO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THO.txt
[2025-10-15T00:00:06.732005] [INFO ] [sig       ] [1546/1812] Completed THO in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:06.732048] [INFO ] [sig       ] [1547/1812] Forecasting THQ...
[2025-10-15T00:00:06.732078] [INFO ] [sig       ] Generating forecast for: THQ
[2025-10-15T00:00:06.732117] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THQ' from 'https://tdm.silogroup.org/data/derivative_storage/THQ.csv'.
[2025-10-15T00:00:06.741280] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THQ'.
[2025-10-15T00:00:06.766044] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:06.766826] [DEBUG] [LOCAL     ] No optimal features file found for THQ: ./output/feature-sets/THQ.txt
[2025-10-15T00:00:06.766890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:06.819617] [INFO ] [sig       ] THQ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:06.968765] [INFO ] [LOCAL     ] Saved forecast: THQ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/THQ.txt
[2025-10-15T00:00:06.969070] [INFO ] [sig       ] [1547/1812] Completed THQ in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:06.969130] [INFO ] [sig       ] [1548/1812] Forecasting THR...
[2025-10-15T00:00:06.969163] [INFO ] [sig       ] Generating forecast for: THR
[2025-10-15T00:00:06.969194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THR' from 'https://tdm.silogroup.org/data/derivative_storage/THR.csv'.
[2025-10-15T00:00:06.979872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THR'.
[2025-10-15T00:00:07.005042] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:07.005817] [DEBUG] [LOCAL     ] No optimal features file found for THR: ./output/feature-sets/THR.txt
[2025-10-15T00:00:07.005871] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:07.060956] [INFO ] [sig       ] THR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:07.196080] [INFO ] [LOCAL     ] Saved forecast: THR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/THR.txt
[2025-10-15T00:00:07.196288] [INFO ] [sig       ] [1548/1812] Completed THR in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:07.196330] [INFO ] [sig       ] [1549/1812] Forecasting THS...
[2025-10-15T00:00:07.196361] [INFO ] [sig       ] Generating forecast for: THS
[2025-10-15T00:00:07.196392] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THS' from 'https://tdm.silogroup.org/data/derivative_storage/THS.csv'.
[2025-10-15T00:00:07.205244] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THS'.
[2025-10-15T00:00:07.230005] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:07.230718] [DEBUG] [LOCAL     ] No optimal features file found for THS: ./output/feature-sets/THS.txt
[2025-10-15T00:00:07.230773] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:07.287204] [INFO ] [sig       ] THS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:07.423052] [INFO ] [LOCAL     ] Saved forecast: THS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/THS.txt
[2025-10-15T00:00:07.423258] [INFO ] [sig       ] [1549/1812] Completed THS in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:07.423300] [INFO ] [sig       ] [1550/1812] Forecasting THW...
[2025-10-15T00:00:07.423331] [INFO ] [sig       ] Generating forecast for: THW
[2025-10-15T00:00:07.423427] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THW' from 'https://tdm.silogroup.org/data/derivative_storage/THW.csv'.
[2025-10-15T00:00:07.432298] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THW'.
[2025-10-15T00:00:07.456780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:07.457460] [DEBUG] [LOCAL     ] No optimal features file found for THW: ./output/feature-sets/THW.txt
[2025-10-15T00:00:07.457548] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:07.513435] [INFO ] [sig       ] THW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:07.650955] [INFO ] [LOCAL     ] Saved forecast: THW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/THW.txt
[2025-10-15T00:00:07.651192] [INFO ] [sig       ] [1550/1812] Completed THW in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:07.651235] [INFO ] [sig       ] [1551/1812] Forecasting TIMB...
[2025-10-15T00:00:07.651267] [INFO ] [sig       ] Generating forecast for: TIMB
[2025-10-15T00:00:07.651298] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TIMB' from 'https://tdm.silogroup.org/data/derivative_storage/TIMB.csv'.
[2025-10-15T00:00:07.659830] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TIMB'.
[2025-10-15T00:00:07.684928] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:07.685631] [DEBUG] [LOCAL     ] No optimal features file found for TIMB: ./output/feature-sets/TIMB.txt
[2025-10-15T00:00:07.685709] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:07.747434] [INFO ] [sig       ] TIMB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:07.885782] [INFO ] [LOCAL     ] Saved forecast: TIMB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TIMB.txt
[2025-10-15T00:00:07.886009] [INFO ] [sig       ] [1551/1812] Completed TIMB in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:07.886088] [INFO ] [sig       ] [1552/1812] Forecasting TISI...
[2025-10-15T00:00:07.886142] [INFO ] [sig       ] Generating forecast for: TISI
[2025-10-15T00:00:07.886212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TISI' from 'https://tdm.silogroup.org/data/derivative_storage/TISI.csv'.
[2025-10-15T00:00:07.894386] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'TISI'.
[2025-10-15T00:00:07.919503] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:07.920211] [DEBUG] [LOCAL     ] No optimal features file found for TISI: ./output/feature-sets/TISI.txt
[2025-10-15T00:00:07.920264] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:07.974276] [INFO ] [sig       ] TISI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:08.111589] [INFO ] [LOCAL     ] Saved forecast: TISI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TISI.txt
[2025-10-15T00:00:08.111837] [INFO ] [sig       ] [1552/1812] Completed TISI in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:08.111888] [INFO ] [sig       ] [1553/1812] Forecasting TIXT...
[2025-10-15T00:00:08.111923] [INFO ] [sig       ] Generating forecast for: TIXT
[2025-10-15T00:00:08.111956] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TIXT' from 'https://tdm.silogroup.org/data/derivative_storage/TIXT.csv'.
[2025-10-15T00:00:08.120383] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TIXT'.
[2025-10-15T00:00:08.145145] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:08.145915] [DEBUG] [LOCAL     ] No optimal features file found for TIXT: ./output/feature-sets/TIXT.txt
[2025-10-15T00:00:08.145969] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:08.201483] [INFO ] [sig       ] TIXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:08.337271] [INFO ] [LOCAL     ] Saved forecast: TIXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TIXT.txt
[2025-10-15T00:00:08.337502] [INFO ] [sig       ] [1553/1812] Completed TIXT in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:08.337542] [INFO ] [sig       ] [1554/1812] Forecasting TJX...
[2025-10-15T00:00:08.337599] [INFO ] [sig       ] Generating forecast for: TJX
[2025-10-15T00:00:08.337632] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TJX' from 'https://tdm.silogroup.org/data/derivative_storage/TJX.csv'.
[2025-10-15T00:00:08.345860] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TJX'.
[2025-10-15T00:00:08.370287] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:08.371006] [DEBUG] [LOCAL     ] No optimal features file found for TJX: ./output/feature-sets/TJX.txt
[2025-10-15T00:00:08.371059] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:08.428480] [INFO ] [sig       ] TJX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:08.565933] [INFO ] [LOCAL     ] Saved forecast: TJX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TJX.txt
[2025-10-15T00:00:08.566141] [INFO ] [sig       ] [1554/1812] Completed TJX in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:08.566182] [INFO ] [sig       ] [1555/1812] Forecasting TK...
[2025-10-15T00:00:08.566212] [INFO ] [sig       ] Generating forecast for: TK
[2025-10-15T00:00:08.566243] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TK' from 'https://tdm.silogroup.org/data/derivative_storage/TK.csv'.
[2025-10-15T00:00:08.574190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TK'.
[2025-10-15T00:00:08.599287] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:08.600013] [DEBUG] [LOCAL     ] No optimal features file found for TK: ./output/feature-sets/TK.txt
[2025-10-15T00:00:08.600066] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:08.656004] [INFO ] [sig       ] TK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:08.791831] [INFO ] [LOCAL     ] Saved forecast: TK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TK.txt
[2025-10-15T00:00:08.792060] [INFO ] [sig       ] [1555/1812] Completed TK in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:08.792102] [INFO ] [sig       ] [1556/1812] Forecasting TKC...
[2025-10-15T00:00:08.792132] [INFO ] [sig       ] Generating forecast for: TKC
[2025-10-15T00:00:08.792162] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKC' from 'https://tdm.silogroup.org/data/derivative_storage/TKC.csv'.
[2025-10-15T00:00:08.800487] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKC'.
[2025-10-15T00:00:08.825105] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:08.825831] [DEBUG] [LOCAL     ] No optimal features file found for TKC: ./output/feature-sets/TKC.txt
[2025-10-15T00:00:08.825885] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:08.888257] [INFO ] [sig       ] TKC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:09.025411] [INFO ] [LOCAL     ] Saved forecast: TKC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TKC.txt
[2025-10-15T00:00:09.025634] [INFO ] [sig       ] [1556/1812] Completed TKC in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:09.025715] [INFO ] [sig       ] [1557/1812] Forecasting TKO...
[2025-10-15T00:00:09.025752] [INFO ] [sig       ] Generating forecast for: TKO
[2025-10-15T00:00:09.025784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKO' from 'https://tdm.silogroup.org/data/derivative_storage/TKO.csv'.
[2025-10-15T00:00:09.035405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKO'.
[2025-10-15T00:00:09.060065] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:09.060786] [DEBUG] [LOCAL     ] No optimal features file found for TKO: ./output/feature-sets/TKO.txt
[2025-10-15T00:00:09.060856] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:09.119713] [INFO ] [sig       ] TKO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:09.260208] [INFO ] [LOCAL     ] Saved forecast: TKO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TKO.txt
[2025-10-15T00:00:09.260439] [INFO ] [sig       ] [1557/1812] Completed TKO in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:09.260482] [INFO ] [sig       ] [1558/1812] Forecasting TKR...
[2025-10-15T00:00:09.260514] [INFO ] [sig       ] Generating forecast for: TKR
[2025-10-15T00:00:09.260546] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKR' from 'https://tdm.silogroup.org/data/derivative_storage/TKR.csv'.
[2025-10-15T00:00:09.269703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKR'.
[2025-10-15T00:00:09.294999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:09.295710] [DEBUG] [LOCAL     ] No optimal features file found for TKR: ./output/feature-sets/TKR.txt
[2025-10-15T00:00:09.295765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:09.352273] [INFO ] [sig       ] TKR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:09.492918] [INFO ] [LOCAL     ] Saved forecast: TKR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TKR.txt
[2025-10-15T00:00:09.493132] [INFO ] [sig       ] [1558/1812] Completed TKR in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 1.0m
[2025-10-15T00:00:09.493174] [INFO ] [sig       ] [1559/1812] Forecasting TLK...
[2025-10-15T00:00:09.493205] [INFO ] [sig       ] Generating forecast for: TLK
[2025-10-15T00:00:09.493235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TLK' from 'https://tdm.silogroup.org/data/derivative_storage/TLK.csv'.
[2025-10-15T00:00:09.502463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TLK'.
[2025-10-15T00:00:09.527406] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:09.528225] [DEBUG] [LOCAL     ] No optimal features file found for TLK: ./output/feature-sets/TLK.txt
[2025-10-15T00:00:09.528280] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:09.588084] [INFO ] [sig       ] TLK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:09.726221] [INFO ] [LOCAL     ] Saved forecast: TLK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TLK.txt
[2025-10-15T00:00:09.726407] [INFO ] [sig       ] [1559/1812] Completed TLK in 0.2s | 4.23 sym/s | Total: 6.1m | ETA: 59.9s
[2025-10-15T00:00:09.726448] [INFO ] [sig       ] [1560/1812] Forecasting TLYS...
[2025-10-15T00:00:09.726478] [INFO ] [sig       ] Generating forecast for: TLYS
[2025-10-15T00:00:09.726510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TLYS' from 'https://tdm.silogroup.org/data/derivative_storage/TLYS.csv'.
[2025-10-15T00:00:09.735887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TLYS'.
[2025-10-15T00:00:09.760994] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:09.761730] [DEBUG] [LOCAL     ] No optimal features file found for TLYS: ./output/feature-sets/TLYS.txt
[2025-10-15T00:00:09.761786] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:09.823730] [INFO ] [sig       ] TLYS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:09.964691] [INFO ] [LOCAL     ] Saved forecast: TLYS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TLYS.txt
[2025-10-15T00:00:09.964991] [INFO ] [sig       ] [1560/1812] Completed TLYS in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 59.6s
[2025-10-15T00:00:09.965043] [INFO ] [sig       ] [1561/1812] Forecasting TM...
[2025-10-15T00:00:09.965075] [INFO ] [sig       ] Generating forecast for: TM
[2025-10-15T00:00:09.965108] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TM' from 'https://tdm.silogroup.org/data/derivative_storage/TM.csv'.
[2025-10-15T00:00:09.974148] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TM'.
[2025-10-15T00:00:09.999238] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:09.999925] [DEBUG] [LOCAL     ] No optimal features file found for TM: ./output/feature-sets/TM.txt
[2025-10-15T00:00:09.999978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:10.056946] [INFO ] [sig       ] TM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:10.194561] [INFO ] [LOCAL     ] Saved forecast: TM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TM.txt
[2025-10-15T00:00:10.194786] [INFO ] [sig       ] [1561/1812] Completed TM in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 59.4s
[2025-10-15T00:00:10.194846] [INFO ] [sig       ] [1562/1812] Forecasting TME...
[2025-10-15T00:00:10.194878] [INFO ] [sig       ] Generating forecast for: TME
[2025-10-15T00:00:10.194909] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TME' from 'https://tdm.silogroup.org/data/derivative_storage/TME.csv'.
[2025-10-15T00:00:10.204863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TME'.
[2025-10-15T00:00:10.232976] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:10.233801] [DEBUG] [LOCAL     ] No optimal features file found for TME: ./output/feature-sets/TME.txt
[2025-10-15T00:00:10.233857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:10.292024] [INFO ] [sig       ] TME: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:10.434863] [INFO ] [LOCAL     ] Saved forecast: TME	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TME.txt
[2025-10-15T00:00:10.435140] [INFO ] [sig       ] [1562/1812] Completed TME in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 59.1s
[2025-10-15T00:00:10.435231] [INFO ] [sig       ] [1563/1812] Forecasting TMHC...
[2025-10-15T00:00:10.435270] [INFO ] [sig       ] Generating forecast for: TMHC
[2025-10-15T00:00:10.435302] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TMHC' from 'https://tdm.silogroup.org/data/derivative_storage/TMHC.csv'.
[2025-10-15T00:00:10.444312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TMHC'.
[2025-10-15T00:00:10.470217] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:10.471170] [DEBUG] [LOCAL     ] No optimal features file found for TMHC: ./output/feature-sets/TMHC.txt
[2025-10-15T00:00:10.471229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:10.530777] [INFO ] [sig       ] TMHC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:10.670484] [INFO ] [LOCAL     ] Saved forecast: TMHC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TMHC.txt
[2025-10-15T00:00:10.670754] [INFO ] [sig       ] [1563/1812] Completed TMHC in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 58.9s
[2025-10-15T00:00:10.670815] [INFO ] [sig       ] [1564/1812] Forecasting TMO...
[2025-10-15T00:00:10.670847] [INFO ] [sig       ] Generating forecast for: TMO
[2025-10-15T00:00:10.670879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TMO' from 'https://tdm.silogroup.org/data/derivative_storage/TMO.csv'.
[2025-10-15T00:00:10.679699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TMO'.
[2025-10-15T00:00:10.707274] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:10.708173] [DEBUG] [LOCAL     ] No optimal features file found for TMO: ./output/feature-sets/TMO.txt
[2025-10-15T00:00:10.708263] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:10.764543] [INFO ] [sig       ] TMO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:10.910403] [INFO ] [LOCAL     ] Saved forecast: TMO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TMO.txt
[2025-10-15T00:00:10.910675] [INFO ] [sig       ] [1564/1812] Completed TMO in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 58.7s
[2025-10-15T00:00:10.910737] [INFO ] [sig       ] [1565/1812] Forecasting TNC...
[2025-10-15T00:00:10.910769] [INFO ] [sig       ] Generating forecast for: TNC
[2025-10-15T00:00:10.910800] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNC' from 'https://tdm.silogroup.org/data/derivative_storage/TNC.csv'.
[2025-10-15T00:00:10.920147] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNC'.
[2025-10-15T00:00:10.946961] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:10.947745] [DEBUG] [LOCAL     ] No optimal features file found for TNC: ./output/feature-sets/TNC.txt
[2025-10-15T00:00:10.947801] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:11.006364] [INFO ] [sig       ] TNC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:11.154012] [INFO ] [LOCAL     ] Saved forecast: TNC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TNC.txt
[2025-10-15T00:00:11.154300] [INFO ] [sig       ] [1565/1812] Completed TNC in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 58.4s
[2025-10-15T00:00:11.154370] [INFO ] [sig       ] [1566/1812] Forecasting TNET...
[2025-10-15T00:00:11.154410] [INFO ] [sig       ] Generating forecast for: TNET
[2025-10-15T00:00:11.154444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNET' from 'https://tdm.silogroup.org/data/derivative_storage/TNET.csv'.
[2025-10-15T00:00:11.163450] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNET'.
[2025-10-15T00:00:11.189747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:11.190474] [DEBUG] [LOCAL     ] No optimal features file found for TNET: ./output/feature-sets/TNET.txt
[2025-10-15T00:00:11.190528] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:11.250620] [INFO ] [sig       ] TNET: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:11.406416] [INFO ] [LOCAL     ] Saved forecast: TNET	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TNET.txt
[2025-10-15T00:00:11.406724] [INFO ] [sig       ] [1566/1812] Completed TNET in 0.3s | 4.23 sym/s | Total: 6.2m | ETA: 58.2s
[2025-10-15T00:00:11.406786] [INFO ] [sig       ] [1567/1812] Forecasting TNK...
[2025-10-15T00:00:11.406822] [INFO ] [sig       ] Generating forecast for: TNK
[2025-10-15T00:00:11.406855] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNK' from 'https://tdm.silogroup.org/data/derivative_storage/TNK.csv'.
[2025-10-15T00:00:11.415607] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNK'.
[2025-10-15T00:00:11.442241] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:11.443096] [DEBUG] [LOCAL     ] No optimal features file found for TNK: ./output/feature-sets/TNK.txt
[2025-10-15T00:00:11.443154] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:11.504670] [INFO ] [sig       ] TNK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:11.641139] [INFO ] [LOCAL     ] Saved forecast: TNK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TNK.txt
[2025-10-15T00:00:11.641376] [INFO ] [sig       ] [1567/1812] Completed TNK in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 58.0s
[2025-10-15T00:00:11.641428] [INFO ] [sig       ] [1568/1812] Forecasting TNL...
[2025-10-15T00:00:11.641460] [INFO ] [sig       ] Generating forecast for: TNL
[2025-10-15T00:00:11.641492] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNL' from 'https://tdm.silogroup.org/data/derivative_storage/TNL.csv'.
[2025-10-15T00:00:11.651130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNL'.
[2025-10-15T00:00:11.679225] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:11.679975] [DEBUG] [LOCAL     ] No optimal features file found for TNL: ./output/feature-sets/TNL.txt
[2025-10-15T00:00:11.680030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:11.745445] [INFO ] [sig       ] TNL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:11.899590] [INFO ] [LOCAL     ] Saved forecast: TNL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TNL.txt
[2025-10-15T00:00:11.899827] [INFO ] [sig       ] [1568/1812] Completed TNL in 0.3s | 4.23 sym/s | Total: 6.2m | ETA: 57.7s
[2025-10-15T00:00:11.899881] [INFO ] [sig       ] [1569/1812] Forecasting TOL...
[2025-10-15T00:00:11.899913] [INFO ] [sig       ] Generating forecast for: TOL
[2025-10-15T00:00:11.899943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TOL' from 'https://tdm.silogroup.org/data/derivative_storage/TOL.csv'.
[2025-10-15T00:00:11.909107] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TOL'.
[2025-10-15T00:00:11.936047] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:11.936989] [DEBUG] [LOCAL     ] No optimal features file found for TOL: ./output/feature-sets/TOL.txt
[2025-10-15T00:00:11.937045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:12.000733] [INFO ] [sig       ] TOL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:12.160568] [INFO ] [LOCAL     ] Saved forecast: TOL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TOL.txt
[2025-10-15T00:00:12.160816] [INFO ] [sig       ] [1569/1812] Completed TOL in 0.3s | 4.23 sym/s | Total: 6.2m | ETA: 57.5s
[2025-10-15T00:00:12.160877] [INFO ] [sig       ] [1570/1812] Forecasting TOST...
[2025-10-15T00:00:12.160912] [INFO ] [sig       ] Generating forecast for: TOST
[2025-10-15T00:00:12.160944] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TOST' from 'https://tdm.silogroup.org/data/derivative_storage/TOST.csv'.
[2025-10-15T00:00:12.169518] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TOST'.
[2025-10-15T00:00:12.197944] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:12.198694] [DEBUG] [LOCAL     ] No optimal features file found for TOST: ./output/feature-sets/TOST.txt
[2025-10-15T00:00:12.198749] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:12.262501] [INFO ] [sig       ] TOST: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:12.403228] [INFO ] [LOCAL     ] Saved forecast: TOST	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TOST.txt
[2025-10-15T00:00:12.403452] [INFO ] [sig       ] [1570/1812] Completed TOST in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 57.3s
[2025-10-15T00:00:12.403493] [INFO ] [sig       ] [1571/1812] Forecasting TPB...
[2025-10-15T00:00:12.403524] [INFO ] [sig       ] Generating forecast for: TPB
[2025-10-15T00:00:12.403554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPB' from 'https://tdm.silogroup.org/data/derivative_storage/TPB.csv'.
[2025-10-15T00:00:12.412204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPB'.
[2025-10-15T00:00:12.436679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:12.437386] [DEBUG] [LOCAL     ] No optimal features file found for TPB: ./output/feature-sets/TPB.txt
[2025-10-15T00:00:12.437440] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:12.494044] [INFO ] [sig       ] TPB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:12.629295] [INFO ] [LOCAL     ] Saved forecast: TPB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TPB.txt
[2025-10-15T00:00:12.629503] [INFO ] [sig       ] [1571/1812] Completed TPB in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 57.0s
[2025-10-15T00:00:12.629543] [INFO ] [sig       ] [1572/1812] Forecasting TPC...
[2025-10-15T00:00:12.629574] [INFO ] [sig       ] Generating forecast for: TPC
[2025-10-15T00:00:12.629606] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPC' from 'https://tdm.silogroup.org/data/derivative_storage/TPC.csv'.
[2025-10-15T00:00:12.637794] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPC'.
[2025-10-15T00:00:12.662033] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:12.662734] [DEBUG] [LOCAL     ] No optimal features file found for TPC: ./output/feature-sets/TPC.txt
[2025-10-15T00:00:12.662788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:12.719616] [INFO ] [sig       ] TPC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:12.860893] [INFO ] [LOCAL     ] Saved forecast: TPC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TPC.txt
[2025-10-15T00:00:12.861143] [INFO ] [sig       ] [1572/1812] Completed TPC in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 56.8s
[2025-10-15T00:00:12.861202] [INFO ] [sig       ] [1573/1812] Forecasting TPH...
[2025-10-15T00:00:12.861237] [INFO ] [sig       ] Generating forecast for: TPH
[2025-10-15T00:00:12.861268] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPH' from 'https://tdm.silogroup.org/data/derivative_storage/TPH.csv'.
[2025-10-15T00:00:12.871802] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPH'.
[2025-10-15T00:00:12.896394] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:12.897102] [DEBUG] [LOCAL     ] No optimal features file found for TPH: ./output/feature-sets/TPH.txt
[2025-10-15T00:00:12.897155] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:12.954850] [INFO ] [sig       ] TPH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:13.099865] [INFO ] [LOCAL     ] Saved forecast: TPH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TPH.txt
[2025-10-15T00:00:13.100105] [INFO ] [sig       ] [1573/1812] Completed TPH in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 56.5s
[2025-10-15T00:00:13.100148] [INFO ] [sig       ] [1574/1812] Forecasting TPL...
[2025-10-15T00:00:13.100177] [INFO ] [sig       ] Generating forecast for: TPL
[2025-10-15T00:00:13.100207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPL' from 'https://tdm.silogroup.org/data/derivative_storage/TPL.csv'.
[2025-10-15T00:00:13.108694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPL'.
[2025-10-15T00:00:13.135197] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:13.135925] [DEBUG] [LOCAL     ] No optimal features file found for TPL: ./output/feature-sets/TPL.txt
[2025-10-15T00:00:13.135979] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:13.188933] [INFO ] [sig       ] TPL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:13.324251] [INFO ] [LOCAL     ] Saved forecast: TPL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TPL.txt
[2025-10-15T00:00:13.324462] [INFO ] [sig       ] [1574/1812] Completed TPL in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 56.3s
[2025-10-15T00:00:13.324512] [INFO ] [sig       ] [1575/1812] Forecasting TPR...
[2025-10-15T00:00:13.324544] [INFO ] [sig       ] Generating forecast for: TPR
[2025-10-15T00:00:13.324574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPR' from 'https://tdm.silogroup.org/data/derivative_storage/TPR.csv'.
[2025-10-15T00:00:13.332802] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPR'.
[2025-10-15T00:00:13.357205] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:13.357908] [DEBUG] [LOCAL     ] No optimal features file found for TPR: ./output/feature-sets/TPR.txt
[2025-10-15T00:00:13.357961] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:13.413136] [INFO ] [sig       ] TPR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:13.549030] [INFO ] [LOCAL     ] Saved forecast: TPR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TPR.txt
[2025-10-15T00:00:13.549286] [INFO ] [sig       ] [1575/1812] Completed TPR in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 56.1s
[2025-10-15T00:00:13.549333] [INFO ] [sig       ] [1576/1812] Forecasting TPVG...
[2025-10-15T00:00:13.549365] [INFO ] [sig       ] Generating forecast for: TPVG
[2025-10-15T00:00:13.549396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPVG' from 'https://tdm.silogroup.org/data/derivative_storage/TPVG.csv'.
[2025-10-15T00:00:13.558317] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPVG'.
[2025-10-15T00:00:13.583315] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:13.584029] [DEBUG] [LOCAL     ] No optimal features file found for TPVG: ./output/feature-sets/TPVG.txt
[2025-10-15T00:00:13.584082] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:13.640432] [INFO ] [sig       ] TPVG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:13.778579] [INFO ] [LOCAL     ] Saved forecast: TPVG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TPVG.txt
[2025-10-15T00:00:13.778849] [INFO ] [sig       ] [1576/1812] Completed TPVG in 0.2s | 4.23 sym/s | Total: 6.2m | ETA: 55.8s
[2025-10-15T00:00:13.778905] [INFO ] [sig       ] [1577/1812] Forecasting TPYP...
[2025-10-15T00:00:13.778938] [INFO ] [sig       ] Generating forecast for: TPYP
[2025-10-15T00:00:13.778969] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPYP' from 'https://tdm.silogroup.org/data/derivative_storage/TPYP.csv'.
[2025-10-15T00:00:13.788520] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPYP'.
[2025-10-15T00:00:13.815862] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:13.816676] [DEBUG] [LOCAL     ] No optimal features file found for TPYP: ./output/feature-sets/TPYP.txt
[2025-10-15T00:00:13.816739] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:13.877476] [INFO ] [sig       ] TPYP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:14.037470] [INFO ] [LOCAL     ] Saved forecast: TPYP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TPYP.txt
[2025-10-15T00:00:14.037747] [INFO ] [sig       ] [1577/1812] Completed TPYP in 0.3s | 4.23 sym/s | Total: 6.2m | ETA: 55.6s
[2025-10-15T00:00:14.037815] [INFO ] [sig       ] [1578/1812] Forecasting TPZ...
[2025-10-15T00:00:14.038103] [INFO ] [sig       ] Generating forecast for: TPZ
[2025-10-15T00:00:14.038159] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPZ' from 'https://tdm.silogroup.org/data/derivative_storage/TPZ.csv'.
[2025-10-15T00:00:14.048695] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPZ'.
[2025-10-15T00:00:14.077955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:14.078949] [DEBUG] [LOCAL     ] No optimal features file found for TPZ: ./output/feature-sets/TPZ.txt
[2025-10-15T00:00:14.079008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:14.146776] [INFO ] [sig       ] TPZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:14.350316] [INFO ] [LOCAL     ] Saved forecast: TPZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TPZ.txt
[2025-10-15T00:00:14.350616] [INFO ] [sig       ] [1578/1812] Completed TPZ in 0.3s | 4.23 sym/s | Total: 6.2m | ETA: 55.4s
[2025-10-15T00:00:14.350701] [INFO ] [sig       ] [1579/1812] Forecasting TR...
[2025-10-15T00:00:14.350753] [INFO ] [sig       ] Generating forecast for: TR
[2025-10-15T00:00:14.350792] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TR' from 'https://tdm.silogroup.org/data/derivative_storage/TR.csv'.
[2025-10-15T00:00:14.361970] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TR'.
[2025-10-15T00:00:14.402527] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:14.404003] [DEBUG] [LOCAL     ] No optimal features file found for TR: ./output/feature-sets/TR.txt
[2025-10-15T00:00:14.404093] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:14.481692] [INFO ] [sig       ] TR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:14.696887] [INFO ] [LOCAL     ] Saved forecast: TR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TR.txt
[2025-10-15T00:00:14.697262] [INFO ] [sig       ] [1579/1812] Completed TR in 0.3s | 4.22 sym/s | Total: 6.2m | ETA: 55.2s
[2025-10-15T00:00:14.697338] [INFO ] [sig       ] [1580/1812] Forecasting TRAK...
[2025-10-15T00:00:14.697387] [INFO ] [sig       ] Generating forecast for: TRAK
[2025-10-15T00:00:14.697432] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRAK' from 'https://tdm.silogroup.org/data/derivative_storage/TRAK.csv'.
[2025-10-15T00:00:14.707591] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRAK'.
[2025-10-15T00:00:14.747547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:14.748962] [DEBUG] [LOCAL     ] No optimal features file found for TRAK: ./output/feature-sets/TRAK.txt
[2025-10-15T00:00:14.749062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:14.829790] [INFO ] [sig       ] TRAK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:15.014079] [INFO ] [LOCAL     ] Saved forecast: TRAK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRAK.txt
[2025-10-15T00:00:15.014334] [INFO ] [sig       ] [1580/1812] Completed TRAK in 0.3s | 4.22 sym/s | Total: 6.2m | ETA: 54.9s
[2025-10-15T00:00:15.014380] [INFO ] [sig       ] [1581/1812] Forecasting TRC...
[2025-10-15T00:00:15.014413] [INFO ] [sig       ] Generating forecast for: TRC
[2025-10-15T00:00:15.014447] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRC' from 'https://tdm.silogroup.org/data/derivative_storage/TRC.csv'.
[2025-10-15T00:00:15.023449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRC'.
[2025-10-15T00:00:15.050539] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:15.051401] [DEBUG] [LOCAL     ] No optimal features file found for TRC: ./output/feature-sets/TRC.txt
[2025-10-15T00:00:15.051460] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:15.107994] [INFO ] [sig       ] TRC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:15.253997] [INFO ] [LOCAL     ] Saved forecast: TRC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TRC.txt
[2025-10-15T00:00:15.254243] [INFO ] [sig       ] [1581/1812] Completed TRC in 0.2s | 4.22 sym/s | Total: 6.2m | ETA: 54.7s
[2025-10-15T00:00:15.254286] [INFO ] [sig       ] [1582/1812] Forecasting TREX...
[2025-10-15T00:00:15.254317] [INFO ] [sig       ] Generating forecast for: TREX
[2025-10-15T00:00:15.254348] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TREX' from 'https://tdm.silogroup.org/data/derivative_storage/TREX.csv'.
[2025-10-15T00:00:15.262932] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TREX'.
[2025-10-15T00:00:15.288823] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:15.289592] [DEBUG] [LOCAL     ] No optimal features file found for TREX: ./output/feature-sets/TREX.txt
[2025-10-15T00:00:15.289670] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:15.343982] [INFO ] [sig       ] TREX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:15.490609] [INFO ] [LOCAL     ] Saved forecast: TREX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TREX.txt
[2025-10-15T00:00:15.490913] [INFO ] [sig       ] [1582/1812] Completed TREX in 0.2s | 4.22 sym/s | Total: 6.2m | ETA: 54.5s
[2025-10-15T00:00:15.490962] [INFO ] [sig       ] [1583/1812] Forecasting TRN...
[2025-10-15T00:00:15.490995] [INFO ] [sig       ] Generating forecast for: TRN
[2025-10-15T00:00:15.491026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRN' from 'https://tdm.silogroup.org/data/derivative_storage/TRN.csv'.
[2025-10-15T00:00:15.499677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRN'.
[2025-10-15T00:00:15.527025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:15.527886] [DEBUG] [LOCAL     ] No optimal features file found for TRN: ./output/feature-sets/TRN.txt
[2025-10-15T00:00:15.527947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:15.578451] [INFO ] [sig       ] TRN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:15.722789] [INFO ] [LOCAL     ] Saved forecast: TRN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRN.txt
[2025-10-15T00:00:15.723030] [INFO ] [sig       ] [1583/1812] Completed TRN in 0.2s | 4.22 sym/s | Total: 6.2m | ETA: 54.2s
[2025-10-15T00:00:15.723074] [INFO ] [sig       ] [1584/1812] Forecasting TRNO...
[2025-10-15T00:00:15.723104] [INFO ] [sig       ] Generating forecast for: TRNO
[2025-10-15T00:00:15.723135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRNO' from 'https://tdm.silogroup.org/data/derivative_storage/TRNO.csv'.
[2025-10-15T00:00:15.733174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRNO'.
[2025-10-15T00:00:15.771086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:15.772287] [DEBUG] [LOCAL     ] No optimal features file found for TRNO: ./output/feature-sets/TRNO.txt
[2025-10-15T00:00:15.772361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:15.839988] [INFO ] [sig       ] TRNO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:15.981634] [INFO ] [LOCAL     ] Saved forecast: TRNO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRNO.txt
[2025-10-15T00:00:15.981951] [INFO ] [sig       ] [1584/1812] Completed TRNO in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 54.0s
[2025-10-15T00:00:15.981998] [INFO ] [sig       ] [1585/1812] Forecasting TROX...
[2025-10-15T00:00:15.982030] [INFO ] [sig       ] Generating forecast for: TROX
[2025-10-15T00:00:15.982062] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TROX' from 'https://tdm.silogroup.org/data/derivative_storage/TROX.csv'.
[2025-10-15T00:00:15.990848] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TROX'.
[2025-10-15T00:00:16.016480] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:16.017344] [DEBUG] [LOCAL     ] No optimal features file found for TROX: ./output/feature-sets/TROX.txt
[2025-10-15T00:00:16.017404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:16.074894] [INFO ] [sig       ] TROX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:16.216410] [INFO ] [LOCAL     ] Saved forecast: TROX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TROX.txt
[2025-10-15T00:00:16.216684] [INFO ] [sig       ] [1585/1812] Completed TROX in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 53.8s
[2025-10-15T00:00:16.216747] [INFO ] [sig       ] [1586/1812] Forecasting TRP...
[2025-10-15T00:00:16.216781] [INFO ] [sig       ] Generating forecast for: TRP
[2025-10-15T00:00:16.216813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRP' from 'https://tdm.silogroup.org/data/derivative_storage/TRP.csv'.
[2025-10-15T00:00:16.226006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRP'.
[2025-10-15T00:00:16.253157] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:16.254001] [DEBUG] [LOCAL     ] No optimal features file found for TRP: ./output/feature-sets/TRP.txt
[2025-10-15T00:00:16.254065] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:16.309862] [INFO ] [sig       ] TRP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:16.446298] [INFO ] [LOCAL     ] Saved forecast: TRP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TRP.txt
[2025-10-15T00:00:16.446512] [INFO ] [sig       ] [1586/1812] Completed TRP in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 53.5s
[2025-10-15T00:00:16.446555] [INFO ] [sig       ] [1587/1812] Forecasting TRTX...
[2025-10-15T00:00:16.446586] [INFO ] [sig       ] Generating forecast for: TRTX
[2025-10-15T00:00:16.446616] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRTX' from 'https://tdm.silogroup.org/data/derivative_storage/TRTX.csv'.
[2025-10-15T00:00:16.455688] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRTX'.
[2025-10-15T00:00:16.480280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:16.481008] [DEBUG] [LOCAL     ] No optimal features file found for TRTX: ./output/feature-sets/TRTX.txt
[2025-10-15T00:00:16.481063] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:16.544607] [INFO ] [sig       ] TRTX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:16.685546] [INFO ] [LOCAL     ] Saved forecast: TRTX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRTX.txt
[2025-10-15T00:00:16.685801] [INFO ] [sig       ] [1587/1812] Completed TRTX in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 53.3s
[2025-10-15T00:00:16.685863] [INFO ] [sig       ] [1588/1812] Forecasting TRU...
[2025-10-15T00:00:16.685896] [INFO ] [sig       ] Generating forecast for: TRU
[2025-10-15T00:00:16.685926] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRU' from 'https://tdm.silogroup.org/data/derivative_storage/TRU.csv'.
[2025-10-15T00:00:16.695304] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRU'.
[2025-10-15T00:00:16.720474] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:16.721250] [DEBUG] [LOCAL     ] No optimal features file found for TRU: ./output/feature-sets/TRU.txt
[2025-10-15T00:00:16.721305] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:16.793933] [INFO ] [sig       ] TRU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:16.932903] [INFO ] [LOCAL     ] Saved forecast: TRU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRU.txt
[2025-10-15T00:00:16.933106] [INFO ] [sig       ] [1588/1812] Completed TRU in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 53.0s
[2025-10-15T00:00:16.933148] [INFO ] [sig       ] [1589/1812] Forecasting TRV...
[2025-10-15T00:00:16.933179] [INFO ] [sig       ] Generating forecast for: TRV
[2025-10-15T00:00:16.933211] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRV' from 'https://tdm.silogroup.org/data/derivative_storage/TRV.csv'.
[2025-10-15T00:00:16.943329] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRV'.
[2025-10-15T00:00:16.974913] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:16.975636] [DEBUG] [LOCAL     ] No optimal features file found for TRV: ./output/feature-sets/TRV.txt
[2025-10-15T00:00:16.975720] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:17.042547] [INFO ] [sig       ] TRV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:17.207828] [INFO ] [LOCAL     ] Saved forecast: TRV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TRV.txt
[2025-10-15T00:00:17.208146] [INFO ] [sig       ] [1589/1812] Completed TRV in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 52.8s
[2025-10-15T00:00:17.208209] [INFO ] [sig       ] [1590/1812] Forecasting TS...
[2025-10-15T00:00:17.208243] [INFO ] [sig       ] Generating forecast for: TS
[2025-10-15T00:00:17.208274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TS' from 'https://tdm.silogroup.org/data/derivative_storage/TS.csv'.
[2025-10-15T00:00:17.217935] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TS'.
[2025-10-15T00:00:17.242893] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:17.243534] [DEBUG] [LOCAL     ] No optimal features file found for TS: ./output/feature-sets/TS.txt
[2025-10-15T00:00:17.243586] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:17.306711] [INFO ] [sig       ] TS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:17.443022] [INFO ] [LOCAL     ] Saved forecast: TS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TS.txt
[2025-10-15T00:00:17.443241] [INFO ] [sig       ] [1590/1812] Completed TS in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 52.6s
[2025-10-15T00:00:17.443282] [INFO ] [sig       ] [1591/1812] Forecasting TSE...
[2025-10-15T00:00:17.443311] [INFO ] [sig       ] Generating forecast for: TSE
[2025-10-15T00:00:17.443341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSE' from 'https://tdm.silogroup.org/data/derivative_storage/TSE.csv'.
[2025-10-15T00:00:17.453299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSE'.
[2025-10-15T00:00:17.486969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:17.487945] [DEBUG] [LOCAL     ] No optimal features file found for TSE: ./output/feature-sets/TSE.txt
[2025-10-15T00:00:17.488026] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:17.559932] [INFO ] [sig       ] TSE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:17.713030] [INFO ] [LOCAL     ] Saved forecast: TSE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TSE.txt
[2025-10-15T00:00:17.713294] [INFO ] [sig       ] [1591/1812] Completed TSE in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 52.3s
[2025-10-15T00:00:17.713356] [INFO ] [sig       ] [1592/1812] Forecasting TSI...
[2025-10-15T00:00:17.713390] [INFO ] [sig       ] Generating forecast for: TSI
[2025-10-15T00:00:17.713497] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSI' from 'https://tdm.silogroup.org/data/derivative_storage/TSI.csv'.
[2025-10-15T00:00:17.723399] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSI'.
[2025-10-15T00:00:17.748596] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:17.749325] [DEBUG] [LOCAL     ] No optimal features file found for TSI: ./output/feature-sets/TSI.txt
[2025-10-15T00:00:17.749378] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:17.813733] [INFO ] [sig       ] TSI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:17.949955] [INFO ] [LOCAL     ] Saved forecast: TSI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TSI.txt
[2025-10-15T00:00:17.950197] [INFO ] [sig       ] [1592/1812] Completed TSI in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 52.1s
[2025-10-15T00:00:17.950237] [INFO ] [sig       ] [1593/1812] Forecasting TSLX...
[2025-10-15T00:00:17.950267] [INFO ] [sig       ] Generating forecast for: TSLX
[2025-10-15T00:00:17.950298] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSLX' from 'https://tdm.silogroup.org/data/derivative_storage/TSLX.csv'.
[2025-10-15T00:00:17.961389] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSLX'.
[2025-10-15T00:00:17.991443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:17.992398] [DEBUG] [LOCAL     ] No optimal features file found for TSLX: ./output/feature-sets/TSLX.txt
[2025-10-15T00:00:17.992459] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:18.065133] [INFO ] [sig       ] TSLX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:18.216454] [INFO ] [LOCAL     ] Saved forecast: TSLX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TSLX.txt
[2025-10-15T00:00:18.216763] [INFO ] [sig       ] [1593/1812] Completed TSLX in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 51.9s
[2025-10-15T00:00:18.216825] [INFO ] [sig       ] [1594/1812] Forecasting TSM...
[2025-10-15T00:00:18.216860] [INFO ] [sig       ] Generating forecast for: TSM
[2025-10-15T00:00:18.216892] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSM' from 'https://tdm.silogroup.org/data/derivative_storage/TSM.csv'.
[2025-10-15T00:00:18.225754] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSM'.
[2025-10-15T00:00:18.250715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:18.251426] [DEBUG] [LOCAL     ] No optimal features file found for TSM: ./output/feature-sets/TSM.txt
[2025-10-15T00:00:18.251479] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:18.322274] [INFO ] [sig       ] TSM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:18.484677] [INFO ] [LOCAL     ] Saved forecast: TSM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TSM.txt
[2025-10-15T00:00:18.485022] [INFO ] [sig       ] [1594/1812] Completed TSM in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 51.6s
[2025-10-15T00:00:18.485084] [INFO ] [sig       ] [1595/1812] Forecasting TSN...
[2025-10-15T00:00:18.485119] [INFO ] [sig       ] Generating forecast for: TSN
[2025-10-15T00:00:18.485152] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSN' from 'https://tdm.silogroup.org/data/derivative_storage/TSN.csv'.
[2025-10-15T00:00:18.495806] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSN'.
[2025-10-15T00:00:18.523679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:18.524396] [DEBUG] [LOCAL     ] No optimal features file found for TSN: ./output/feature-sets/TSN.txt
[2025-10-15T00:00:18.524502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:18.596208] [INFO ] [sig       ] TSN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:18.762086] [INFO ] [LOCAL     ] Saved forecast: TSN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TSN.txt
[2025-10-15T00:00:18.762323] [INFO ] [sig       ] [1595/1812] Completed TSN in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 51.4s
[2025-10-15T00:00:18.762365] [INFO ] [sig       ] [1596/1812] Forecasting TSQ...
[2025-10-15T00:00:18.762396] [INFO ] [sig       ] Generating forecast for: TSQ
[2025-10-15T00:00:18.762427] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSQ' from 'https://tdm.silogroup.org/data/derivative_storage/TSQ.csv'.
[2025-10-15T00:00:18.771894] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSQ'.
[2025-10-15T00:00:18.796926] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:18.797689] [DEBUG] [LOCAL     ] No optimal features file found for TSQ: ./output/feature-sets/TSQ.txt
[2025-10-15T00:00:18.797746] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:18.862065] [INFO ] [sig       ] TSQ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:19.000300] [INFO ] [LOCAL     ] Saved forecast: TSQ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TSQ.txt
[2025-10-15T00:00:19.000535] [INFO ] [sig       ] [1596/1812] Completed TSQ in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 51.2s
[2025-10-15T00:00:19.000576] [INFO ] [sig       ] [1597/1812] Forecasting TT...
[2025-10-15T00:00:19.000607] [INFO ] [sig       ] Generating forecast for: TT
[2025-10-15T00:00:19.000638] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TT' from 'https://tdm.silogroup.org/data/derivative_storage/TT.csv'.
[2025-10-15T00:00:19.009907] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TT'.
[2025-10-15T00:00:19.034953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:19.035744] [DEBUG] [LOCAL     ] No optimal features file found for TT: ./output/feature-sets/TT.txt
[2025-10-15T00:00:19.035800] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:19.107927] [INFO ] [sig       ] TT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:19.267982] [INFO ] [LOCAL     ] Saved forecast: TT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TT.txt
[2025-10-15T00:00:19.268261] [INFO ] [sig       ] [1597/1812] Completed TT in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 50.9s
[2025-10-15T00:00:19.268321] [INFO ] [sig       ] [1598/1812] Forecasting TTC...
[2025-10-15T00:00:19.268354] [INFO ] [sig       ] Generating forecast for: TTC
[2025-10-15T00:00:19.268386] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTC' from 'https://tdm.silogroup.org/data/derivative_storage/TTC.csv'.
[2025-10-15T00:00:19.278099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTC'.
[2025-10-15T00:00:19.303262] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:19.303978] [DEBUG] [LOCAL     ] No optimal features file found for TTC: ./output/feature-sets/TTC.txt
[2025-10-15T00:00:19.304031] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:19.373687] [INFO ] [sig       ] TTC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:19.564306] [INFO ] [LOCAL     ] Saved forecast: TTC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TTC.txt
[2025-10-15T00:00:19.564493] [INFO ] [sig       ] [1598/1812] Completed TTC in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 50.7s
[2025-10-15T00:00:19.564534] [INFO ] [sig       ] [1599/1812] Forecasting TTE...
[2025-10-15T00:00:19.564565] [INFO ] [sig       ] Generating forecast for: TTE
[2025-10-15T00:00:19.564597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTE' from 'https://tdm.silogroup.org/data/derivative_storage/TTE.csv'.
[2025-10-15T00:00:19.573811] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTE'.
[2025-10-15T00:00:19.598913] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:19.599672] [DEBUG] [LOCAL     ] No optimal features file found for TTE: ./output/feature-sets/TTE.txt
[2025-10-15T00:00:19.599732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:19.663133] [INFO ] [sig       ] TTE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:19.806377] [INFO ] [LOCAL     ] Saved forecast: TTE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TTE.txt
[2025-10-15T00:00:19.806606] [INFO ] [sig       ] [1599/1812] Completed TTE in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 50.5s
[2025-10-15T00:00:19.806680] [INFO ] [sig       ] [1600/1812] Forecasting TTI...
[2025-10-15T00:00:19.806733] [INFO ] [sig       ] Generating forecast for: TTI
[2025-10-15T00:00:19.806768] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTI' from 'https://tdm.silogroup.org/data/derivative_storage/TTI.csv'.
[2025-10-15T00:00:19.816619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTI'.
[2025-10-15T00:00:19.841586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:19.842291] [DEBUG] [LOCAL     ] No optimal features file found for TTI: ./output/feature-sets/TTI.txt
[2025-10-15T00:00:19.842344] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:19.904460] [INFO ] [sig       ] TTI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:20.042067] [INFO ] [LOCAL     ] Saved forecast: TTI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TTI.txt
[2025-10-15T00:00:20.042260] [INFO ] [sig       ] [1600/1812] Completed TTI in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 50.2s
[2025-10-15T00:00:20.042302] [INFO ] [sig       ] [1601/1812] Forecasting TU...
[2025-10-15T00:00:20.042332] [INFO ] [sig       ] Generating forecast for: TU
[2025-10-15T00:00:20.042362] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TU' from 'https://tdm.silogroup.org/data/derivative_storage/TU.csv'.
[2025-10-15T00:00:20.051404] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TU'.
[2025-10-15T00:00:20.075885] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:20.076550] [DEBUG] [LOCAL     ] No optimal features file found for TU: ./output/feature-sets/TU.txt
[2025-10-15T00:00:20.076603] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:20.143567] [INFO ] [sig       ] TU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:20.281793] [INFO ] [LOCAL     ] Saved forecast: TU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TU.txt
[2025-10-15T00:00:20.281991] [INFO ] [sig       ] [1601/1812] Completed TU in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 50.0s
[2025-10-15T00:00:20.282033] [INFO ] [sig       ] [1602/1812] Forecasting TUYA...
[2025-10-15T00:00:20.282064] [INFO ] [sig       ] Generating forecast for: TUYA
[2025-10-15T00:00:20.282095] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TUYA' from 'https://tdm.silogroup.org/data/derivative_storage/TUYA.csv'.
[2025-10-15T00:00:20.291883] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TUYA'.
[2025-10-15T00:00:20.317232] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:20.318020] [DEBUG] [LOCAL     ] No optimal features file found for TUYA: ./output/feature-sets/TUYA.txt
[2025-10-15T00:00:20.318098] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:20.376689] [INFO ] [sig       ] TUYA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:20.514012] [INFO ] [LOCAL     ] Saved forecast: TUYA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TUYA.txt
[2025-10-15T00:00:20.514211] [INFO ] [sig       ] [1602/1812] Completed TUYA in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 49.8s
[2025-10-15T00:00:20.514251] [INFO ] [sig       ] [1603/1812] Forecasting TV...
[2025-10-15T00:00:20.514280] [INFO ] [sig       ] Generating forecast for: TV
[2025-10-15T00:00:20.514310] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TV' from 'https://tdm.silogroup.org/data/derivative_storage/TV.csv'.
[2025-10-15T00:00:20.523528] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TV'.
[2025-10-15T00:00:20.548493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:20.549175] [DEBUG] [LOCAL     ] No optimal features file found for TV: ./output/feature-sets/TV.txt
[2025-10-15T00:00:20.549229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:20.607168] [INFO ] [sig       ] TV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:20.751336] [INFO ] [LOCAL     ] Saved forecast: TV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TV.txt
[2025-10-15T00:00:20.751576] [INFO ] [sig       ] [1603/1812] Completed TV in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 49.5s
[2025-10-15T00:00:20.751617] [INFO ] [sig       ] [1604/1812] Forecasting TVC...
[2025-10-15T00:00:20.751679] [INFO ] [sig       ] Generating forecast for: TVC
[2025-10-15T00:00:20.751731] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TVC' from 'https://tdm.silogroup.org/data/derivative_storage/TVC.csv'.
[2025-10-15T00:00:20.760320] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'TVC'.
[2025-10-15T00:00:20.786043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:20.786821] [DEBUG] [LOCAL     ] No optimal features file found for TVC: ./output/feature-sets/TVC.txt
[2025-10-15T00:00:20.786876] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:20.845422] [INFO ] [sig       ] TVC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:20.990935] [INFO ] [LOCAL     ] Saved forecast: TVC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TVC.txt
[2025-10-15T00:00:20.991165] [INFO ] [sig       ] [1604/1812] Completed TVC in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 49.3s
[2025-10-15T00:00:20.991252] [INFO ] [sig       ] [1605/1812] Forecasting TVE...
[2025-10-15T00:00:20.991292] [INFO ] [sig       ] Generating forecast for: TVE
[2025-10-15T00:00:20.991324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TVE' from 'https://tdm.silogroup.org/data/derivative_storage/TVE.csv'.
[2025-10-15T00:00:21.001305] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TVE'.
[2025-10-15T00:00:21.027289] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:21.028165] [DEBUG] [LOCAL     ] No optimal features file found for TVE: ./output/feature-sets/TVE.txt
[2025-10-15T00:00:21.028232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:21.083408] [INFO ] [sig       ] TVE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:21.224312] [INFO ] [LOCAL     ] Saved forecast: TVE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TVE.txt
[2025-10-15T00:00:21.224565] [INFO ] [sig       ] [1605/1812] Completed TVE in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 49.0s
[2025-10-15T00:00:21.224607] [INFO ] [sig       ] [1606/1812] Forecasting TWI...
[2025-10-15T00:00:21.224637] [INFO ] [sig       ] Generating forecast for: TWI
[2025-10-15T00:00:21.224869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWI' from 'https://tdm.silogroup.org/data/derivative_storage/TWI.csv'.
[2025-10-15T00:00:21.234470] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWI'.
[2025-10-15T00:00:21.259779] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:21.260457] [DEBUG] [LOCAL     ] No optimal features file found for TWI: ./output/feature-sets/TWI.txt
[2025-10-15T00:00:21.260511] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:21.318298] [INFO ] [sig       ] TWI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:21.457934] [INFO ] [LOCAL     ] Saved forecast: TWI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TWI.txt
[2025-10-15T00:00:21.458171] [INFO ] [sig       ] [1606/1812] Completed TWI in 0.2s | 4.22 sym/s | Total: 6.3m | ETA: 48.8s
[2025-10-15T00:00:21.458231] [INFO ] [sig       ] [1607/1812] Forecasting TWLO...
[2025-10-15T00:00:21.458265] [INFO ] [sig       ] Generating forecast for: TWLO
[2025-10-15T00:00:21.458296] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWLO' from 'https://tdm.silogroup.org/data/derivative_storage/TWLO.csv'.
[2025-10-15T00:00:21.467181] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWLO'.
[2025-10-15T00:00:21.493940] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:21.494864] [DEBUG] [LOCAL     ] No optimal features file found for TWLO: ./output/feature-sets/TWLO.txt
[2025-10-15T00:00:21.494921] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:21.562771] [INFO ] [sig       ] TWLO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:21.722042] [INFO ] [LOCAL     ] Saved forecast: TWLO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TWLO.txt
[2025-10-15T00:00:21.722296] [INFO ] [sig       ] [1607/1812] Completed TWLO in 0.3s | 4.22 sym/s | Total: 6.3m | ETA: 48.6s
[2025-10-15T00:00:21.722362] [INFO ] [sig       ] [1608/1812] Forecasting TWN...
[2025-10-15T00:00:21.722429] [INFO ] [sig       ] Generating forecast for: TWN
[2025-10-15T00:00:21.722477] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWN' from 'https://tdm.silogroup.org/data/derivative_storage/TWN.csv'.
[2025-10-15T00:00:21.731225] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'TWN'.
[2025-10-15T00:00:21.759393] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:21.760193] [DEBUG] [LOCAL     ] No optimal features file found for TWN: ./output/feature-sets/TWN.txt
[2025-10-15T00:00:21.760261] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:21.825566] [INFO ] [sig       ] TWN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:21.993681] [INFO ] [LOCAL     ] Saved forecast: TWN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TWN.txt
[2025-10-15T00:00:21.993925] [INFO ] [sig       ] [1608/1812] Completed TWN in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 48.3s
[2025-10-15T00:00:21.993981] [INFO ] [sig       ] [1609/1812] Forecasting TWO...
[2025-10-15T00:00:21.994016] [INFO ] [sig       ] Generating forecast for: TWO
[2025-10-15T00:00:21.994048] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWO' from 'https://tdm.silogroup.org/data/derivative_storage/TWO.csv'.
[2025-10-15T00:00:22.003473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWO'.
[2025-10-15T00:00:22.032188] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:22.033069] [DEBUG] [LOCAL     ] No optimal features file found for TWO: ./output/feature-sets/TWO.txt
[2025-10-15T00:00:22.033126] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:22.100736] [INFO ] [sig       ] TWO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:22.262678] [INFO ] [LOCAL     ] Saved forecast: TWO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TWO.txt
[2025-10-15T00:00:22.262915] [INFO ] [sig       ] [1609/1812] Completed TWO in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 48.1s
[2025-10-15T00:00:22.262958] [INFO ] [sig       ] [1610/1812] Forecasting TX...
[2025-10-15T00:00:22.262989] [INFO ] [sig       ] Generating forecast for: TX
[2025-10-15T00:00:22.263021] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TX' from 'https://tdm.silogroup.org/data/derivative_storage/TX.csv'.
[2025-10-15T00:00:22.272358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TX'.
[2025-10-15T00:00:22.300392] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:22.301351] [DEBUG] [LOCAL     ] No optimal features file found for TX: ./output/feature-sets/TX.txt
[2025-10-15T00:00:22.301432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:22.367902] [INFO ] [sig       ] TX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:22.536543] [INFO ] [LOCAL     ] Saved forecast: TX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TX.txt
[2025-10-15T00:00:22.536848] [INFO ] [sig       ] [1610/1812] Completed TX in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 47.9s
[2025-10-15T00:00:22.536909] [INFO ] [sig       ] [1611/1812] Forecasting TXO...
[2025-10-15T00:00:22.536943] [INFO ] [sig       ] Generating forecast for: TXO
[2025-10-15T00:00:22.536974] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TXO' from 'https://tdm.silogroup.org/data/derivative_storage/TXO.csv'.
[2025-10-15T00:00:22.546500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TXO'.
[2025-10-15T00:00:22.575072] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:22.575879] [DEBUG] [LOCAL     ] No optimal features file found for TXO: ./output/feature-sets/TXO.txt
[2025-10-15T00:00:22.575936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:22.637371] [INFO ] [sig       ] TXO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:22.775324] [INFO ] [LOCAL     ] Saved forecast: TXO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TXO.txt
[2025-10-15T00:00:22.775570] [INFO ] [sig       ] [1611/1812] Completed TXO in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 47.6s
[2025-10-15T00:00:22.775612] [INFO ] [sig       ] [1612/1812] Forecasting TXT...
[2025-10-15T00:00:22.775668] [INFO ] [sig       ] Generating forecast for: TXT
[2025-10-15T00:00:22.775724] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TXT' from 'https://tdm.silogroup.org/data/derivative_storage/TXT.csv'.
[2025-10-15T00:00:22.784311] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TXT'.
[2025-10-15T00:00:22.808836] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:22.809481] [DEBUG] [LOCAL     ] No optimal features file found for TXT: ./output/feature-sets/TXT.txt
[2025-10-15T00:00:22.809534] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:22.865957] [INFO ] [sig       ] TXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:23.003276] [INFO ] [LOCAL     ] Saved forecast: TXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TXT.txt
[2025-10-15T00:00:23.003512] [INFO ] [sig       ] [1612/1812] Completed TXT in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 47.4s
[2025-10-15T00:00:23.003555] [INFO ] [sig       ] [1613/1812] Forecasting TY...
[2025-10-15T00:00:23.003587] [INFO ] [sig       ] Generating forecast for: TY
[2025-10-15T00:00:23.003618] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TY' from 'https://tdm.silogroup.org/data/derivative_storage/TY.csv'.
[2025-10-15T00:00:23.013055] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TY'.
[2025-10-15T00:00:23.039183] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:23.040008] [DEBUG] [LOCAL     ] No optimal features file found for TY: ./output/feature-sets/TY.txt
[2025-10-15T00:00:23.040064] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:23.095590] [INFO ] [sig       ] TY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:23.234884] [INFO ] [LOCAL     ] Saved forecast: TY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/TY.txt
[2025-10-15T00:00:23.235114] [INFO ] [sig       ] [1613/1812] Completed TY in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 47.2s
[2025-10-15T00:00:23.235156] [INFO ] [sig       ] [1614/1812] Forecasting TYG...
[2025-10-15T00:00:23.235187] [INFO ] [sig       ] Generating forecast for: TYG
[2025-10-15T00:00:23.235219] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TYG' from 'https://tdm.silogroup.org/data/derivative_storage/TYG.csv'.
[2025-10-15T00:00:23.243819] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TYG'.
[2025-10-15T00:00:23.269183] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:23.269952] [DEBUG] [LOCAL     ] No optimal features file found for TYG: ./output/feature-sets/TYG.txt
[2025-10-15T00:00:23.270007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:23.325496] [INFO ] [sig       ] TYG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:23.467986] [INFO ] [LOCAL     ] Saved forecast: TYG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TYG.txt
[2025-10-15T00:00:23.468239] [INFO ] [sig       ] [1614/1812] Completed TYG in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 46.9s
[2025-10-15T00:00:23.468305] [INFO ] [sig       ] [1615/1812] Forecasting TYL...
[2025-10-15T00:00:23.468339] [INFO ] [sig       ] Generating forecast for: TYL
[2025-10-15T00:00:23.468372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TYL' from 'https://tdm.silogroup.org/data/derivative_storage/TYL.csv'.
[2025-10-15T00:00:23.478137] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TYL'.
[2025-10-15T00:00:23.504009] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:23.504807] [DEBUG] [LOCAL     ] No optimal features file found for TYL: ./output/feature-sets/TYL.txt
[2025-10-15T00:00:23.504864] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:23.567151] [INFO ] [sig       ] TYL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:23.709118] [INFO ] [LOCAL     ] Saved forecast: TYL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/TYL.txt
[2025-10-15T00:00:23.709335] [INFO ] [sig       ] [1615/1812] Completed TYL in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 46.7s
[2025-10-15T00:00:23.709377] [INFO ] [sig       ] [1616/1812] Forecasting U...
[2025-10-15T00:00:23.709408] [INFO ] [sig       ] Generating forecast for: U
[2025-10-15T00:00:23.709440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'U' from 'https://tdm.silogroup.org/data/derivative_storage/U.csv'.
[2025-10-15T00:00:23.718973] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'U'.
[2025-10-15T00:00:23.743862] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:23.744676] [DEBUG] [LOCAL     ] No optimal features file found for U: ./output/feature-sets/U.txt
[2025-10-15T00:00:23.744735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:23.809329] [INFO ] [sig       ] U: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:23.947434] [INFO ] [LOCAL     ] Saved forecast: U	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/U.txt
[2025-10-15T00:00:23.947671] [INFO ] [sig       ] [1616/1812] Completed U in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 46.5s
[2025-10-15T00:00:23.947731] [INFO ] [sig       ] [1617/1812] Forecasting UA...
[2025-10-15T00:00:23.947765] [INFO ] [sig       ] Generating forecast for: UA
[2025-10-15T00:00:23.947796] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UA' from 'https://tdm.silogroup.org/data/derivative_storage/UA.csv'.
[2025-10-15T00:00:23.957308] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UA'.
[2025-10-15T00:00:23.982494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:23.983206] [DEBUG] [LOCAL     ] No optimal features file found for UA: ./output/feature-sets/UA.txt
[2025-10-15T00:00:23.983260] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:24.041781] [INFO ] [sig       ] UA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:24.179682] [INFO ] [LOCAL     ] Saved forecast: UA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UA.txt
[2025-10-15T00:00:24.179932] [INFO ] [sig       ] [1617/1812] Completed UA in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 46.2s
[2025-10-15T00:00:24.179979] [INFO ] [sig       ] [1618/1812] Forecasting UAA...
[2025-10-15T00:00:24.180011] [INFO ] [sig       ] Generating forecast for: UAA
[2025-10-15T00:00:24.180042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UAA' from 'https://tdm.silogroup.org/data/derivative_storage/UAA.csv'.
[2025-10-15T00:00:24.189029] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UAA'.
[2025-10-15T00:00:24.214092] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:24.214817] [DEBUG] [LOCAL     ] No optimal features file found for UAA: ./output/feature-sets/UAA.txt
[2025-10-15T00:00:24.214872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:24.274126] [INFO ] [sig       ] UAA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:24.414386] [INFO ] [LOCAL     ] Saved forecast: UAA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UAA.txt
[2025-10-15T00:00:24.414596] [INFO ] [sig       ] [1618/1812] Completed UAA in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 46.0s
[2025-10-15T00:00:24.414638] [INFO ] [sig       ] [1619/1812] Forecasting UAN...
[2025-10-15T00:00:24.414715] [INFO ] [sig       ] Generating forecast for: UAN
[2025-10-15T00:00:24.414751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UAN' from 'https://tdm.silogroup.org/data/derivative_storage/UAN.csv'.
[2025-10-15T00:00:24.423031] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UAN'.
[2025-10-15T00:00:24.449064] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:24.449845] [DEBUG] [LOCAL     ] No optimal features file found for UAN: ./output/feature-sets/UAN.txt
[2025-10-15T00:00:24.449900] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:24.515979] [INFO ] [sig       ] UAN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:24.672249] [INFO ] [LOCAL     ] Saved forecast: UAN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UAN.txt
[2025-10-15T00:00:24.672493] [INFO ] [sig       ] [1619/1812] Completed UAN in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 45.7s
[2025-10-15T00:00:24.672536] [INFO ] [sig       ] [1620/1812] Forecasting UBER...
[2025-10-15T00:00:24.672566] [INFO ] [sig       ] Generating forecast for: UBER
[2025-10-15T00:00:24.672597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UBER' from 'https://tdm.silogroup.org/data/derivative_storage/UBER.csv'.
[2025-10-15T00:00:24.681298] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UBER'.
[2025-10-15T00:00:24.706782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:24.707499] [DEBUG] [LOCAL     ] No optimal features file found for UBER: ./output/feature-sets/UBER.txt
[2025-10-15T00:00:24.707553] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:24.761177] [INFO ] [sig       ] UBER: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:24.897915] [INFO ] [LOCAL     ] Saved forecast: UBER	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UBER.txt
[2025-10-15T00:00:24.898168] [INFO ] [sig       ] [1620/1812] Completed UBER in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 45.5s
[2025-10-15T00:00:24.898229] [INFO ] [sig       ] [1621/1812] Forecasting UBS...
[2025-10-15T00:00:24.898263] [INFO ] [sig       ] Generating forecast for: UBS
[2025-10-15T00:00:24.898293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UBS' from 'https://tdm.silogroup.org/data/derivative_storage/UBS.csv'.
[2025-10-15T00:00:24.906661] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UBS'.
[2025-10-15T00:00:24.931268] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:24.932001] [DEBUG] [LOCAL     ] No optimal features file found for UBS: ./output/feature-sets/UBS.txt
[2025-10-15T00:00:24.932055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:24.989094] [INFO ] [sig       ] UBS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:25.124945] [INFO ] [LOCAL     ] Saved forecast: UBS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UBS.txt
[2025-10-15T00:00:25.125161] [INFO ] [sig       ] [1621/1812] Completed UBS in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 45.3s
[2025-10-15T00:00:25.125203] [INFO ] [sig       ] [1622/1812] Forecasting UCB...
[2025-10-15T00:00:25.125234] [INFO ] [sig       ] Generating forecast for: UCB
[2025-10-15T00:00:25.125264] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UCB' from 'https://tdm.silogroup.org/data/derivative_storage/UCB.csv'.
[2025-10-15T00:00:25.133759] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UCB'.
[2025-10-15T00:00:25.158322] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:25.159073] [DEBUG] [LOCAL     ] No optimal features file found for UCB: ./output/feature-sets/UCB.txt
[2025-10-15T00:00:25.159127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:25.214031] [INFO ] [sig       ] UCB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:25.350194] [INFO ] [LOCAL     ] Saved forecast: UCB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UCB.txt
[2025-10-15T00:00:25.350433] [INFO ] [sig       ] [1622/1812] Completed UCB in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 45.0s
[2025-10-15T00:00:25.350476] [INFO ] [sig       ] [1623/1812] Forecasting UDR...
[2025-10-15T00:00:25.350506] [INFO ] [sig       ] Generating forecast for: UDR
[2025-10-15T00:00:25.350539] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UDR' from 'https://tdm.silogroup.org/data/derivative_storage/UDR.csv'.
[2025-10-15T00:00:25.358742] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UDR'.
[2025-10-15T00:00:25.382989] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:25.383666] [DEBUG] [LOCAL     ] No optimal features file found for UDR: ./output/feature-sets/UDR.txt
[2025-10-15T00:00:25.383724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:25.439358] [INFO ] [sig       ] UDR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:25.575952] [INFO ] [LOCAL     ] Saved forecast: UDR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UDR.txt
[2025-10-15T00:00:25.576171] [INFO ] [sig       ] [1623/1812] Completed UDR in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 44.8s
[2025-10-15T00:00:25.576212] [INFO ] [sig       ] [1624/1812] Forecasting UE...
[2025-10-15T00:00:25.576242] [INFO ] [sig       ] Generating forecast for: UE
[2025-10-15T00:00:25.576273] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UE' from 'https://tdm.silogroup.org/data/derivative_storage/UE.csv'.
[2025-10-15T00:00:25.584310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UE'.
[2025-10-15T00:00:25.608696] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:25.609405] [DEBUG] [LOCAL     ] No optimal features file found for UE: ./output/feature-sets/UE.txt
[2025-10-15T00:00:25.609459] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:25.664179] [INFO ] [sig       ] UE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:25.800437] [INFO ] [LOCAL     ] Saved forecast: UE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UE.txt
[2025-10-15T00:00:25.800828] [INFO ] [sig       ] [1624/1812] Completed UE in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 44.6s
[2025-10-15T00:00:25.800896] [INFO ] [sig       ] [1625/1812] Forecasting UFI...
[2025-10-15T00:00:25.800930] [INFO ] [sig       ] Generating forecast for: UFI
[2025-10-15T00:00:25.800961] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UFI' from 'https://tdm.silogroup.org/data/derivative_storage/UFI.csv'.
[2025-10-15T00:00:25.809289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UFI'.
[2025-10-15T00:00:25.833839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:25.834514] [DEBUG] [LOCAL     ] No optimal features file found for UFI: ./output/feature-sets/UFI.txt
[2025-10-15T00:00:25.834567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:25.901716] [INFO ] [sig       ] UFI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:26.044671] [INFO ] [LOCAL     ] Saved forecast: UFI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UFI.txt
[2025-10-15T00:00:26.044938] [INFO ] [sig       ] [1625/1812] Completed UFI in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 44.3s
[2025-10-15T00:00:26.044998] [INFO ] [sig       ] [1626/1812] Forecasting UGI...
[2025-10-15T00:00:26.045032] [INFO ] [sig       ] Generating forecast for: UGI
[2025-10-15T00:00:26.045063] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UGI' from 'https://tdm.silogroup.org/data/derivative_storage/UGI.csv'.
[2025-10-15T00:00:26.055609] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UGI'.
[2025-10-15T00:00:26.082558] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:26.083401] [DEBUG] [LOCAL     ] No optimal features file found for UGI: ./output/feature-sets/UGI.txt
[2025-10-15T00:00:26.083460] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:26.152708] [INFO ] [sig       ] UGI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:26.301384] [INFO ] [LOCAL     ] Saved forecast: UGI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UGI.txt
[2025-10-15T00:00:26.301619] [INFO ] [sig       ] [1626/1812] Completed UGI in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 44.1s
[2025-10-15T00:00:26.301712] [INFO ] [sig       ] [1627/1812] Forecasting UGP...
[2025-10-15T00:00:26.301756] [INFO ] [sig       ] Generating forecast for: UGP
[2025-10-15T00:00:26.301789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UGP' from 'https://tdm.silogroup.org/data/derivative_storage/UGP.csv'.
[2025-10-15T00:00:26.312039] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UGP'.
[2025-10-15T00:00:26.336806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:26.337464] [DEBUG] [LOCAL     ] No optimal features file found for UGP: ./output/feature-sets/UGP.txt
[2025-10-15T00:00:26.337517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:26.393174] [INFO ] [sig       ] UGP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:26.529906] [INFO ] [LOCAL     ] Saved forecast: UGP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UGP.txt
[2025-10-15T00:00:26.530121] [INFO ] [sig       ] [1627/1812] Completed UGP in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 43.8s
[2025-10-15T00:00:26.530162] [INFO ] [sig       ] [1628/1812] Forecasting UHAL...
[2025-10-15T00:00:26.530193] [INFO ] [sig       ] Generating forecast for: UHAL
[2025-10-15T00:00:26.530224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHAL' from 'https://tdm.silogroup.org/data/derivative_storage/UHAL.csv'.
[2025-10-15T00:00:26.539673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHAL'.
[2025-10-15T00:00:26.566541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:26.567391] [DEBUG] [LOCAL     ] No optimal features file found for UHAL: ./output/feature-sets/UHAL.txt
[2025-10-15T00:00:26.567446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:26.624457] [INFO ] [sig       ] UHAL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:26.775512] [INFO ] [LOCAL     ] Saved forecast: UHAL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UHAL.txt
[2025-10-15T00:00:26.775765] [INFO ] [sig       ] [1628/1812] Completed UHAL in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 43.6s
[2025-10-15T00:00:26.775824] [INFO ] [sig       ] [1629/1812] Forecasting UHS...
[2025-10-15T00:00:26.775858] [INFO ] [sig       ] Generating forecast for: UHS
[2025-10-15T00:00:26.775889] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHS' from 'https://tdm.silogroup.org/data/derivative_storage/UHS.csv'.
[2025-10-15T00:00:26.785258] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHS'.
[2025-10-15T00:00:26.811078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:26.811791] [DEBUG] [LOCAL     ] No optimal features file found for UHS: ./output/feature-sets/UHS.txt
[2025-10-15T00:00:26.811846] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:26.874968] [INFO ] [sig       ] UHS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:27.014107] [INFO ] [LOCAL     ] Saved forecast: UHS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UHS.txt
[2025-10-15T00:00:27.014291] [INFO ] [sig       ] [1629/1812] Completed UHS in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 43.4s
[2025-10-15T00:00:27.014333] [INFO ] [sig       ] [1630/1812] Forecasting UHT...
[2025-10-15T00:00:27.014365] [INFO ] [sig       ] Generating forecast for: UHT
[2025-10-15T00:00:27.014396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHT' from 'https://tdm.silogroup.org/data/derivative_storage/UHT.csv'.
[2025-10-15T00:00:27.023019] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHT'.
[2025-10-15T00:00:27.047482] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:27.048219] [DEBUG] [LOCAL     ] No optimal features file found for UHT: ./output/feature-sets/UHT.txt
[2025-10-15T00:00:27.048274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:27.109010] [INFO ] [sig       ] UHT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:27.262561] [INFO ] [LOCAL     ] Saved forecast: UHT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UHT.txt
[2025-10-15T00:00:27.262838] [INFO ] [sig       ] [1630/1812] Completed UHT in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 43.1s
[2025-10-15T00:00:27.262897] [INFO ] [sig       ] [1631/1812] Forecasting UI...
[2025-10-15T00:00:27.262931] [INFO ] [sig       ] Generating forecast for: UI
[2025-10-15T00:00:27.262962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UI' from 'https://tdm.silogroup.org/data/derivative_storage/UI.csv'.
[2025-10-15T00:00:27.272973] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UI'.
[2025-10-15T00:00:27.305028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:27.306127] [DEBUG] [LOCAL     ] No optimal features file found for UI: ./output/feature-sets/UI.txt
[2025-10-15T00:00:27.306195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:27.372868] [INFO ] [sig       ] UI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:27.514106] [INFO ] [LOCAL     ] Saved forecast: UI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UI.txt
[2025-10-15T00:00:27.514391] [INFO ] [sig       ] [1631/1812] Completed UI in 0.3s | 4.22 sym/s | Total: 6.4m | ETA: 42.9s
[2025-10-15T00:00:27.514436] [INFO ] [sig       ] [1632/1812] Forecasting UIS...
[2025-10-15T00:00:27.514467] [INFO ] [sig       ] Generating forecast for: UIS
[2025-10-15T00:00:27.514499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UIS' from 'https://tdm.silogroup.org/data/derivative_storage/UIS.csv'.
[2025-10-15T00:00:27.523899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UIS'.
[2025-10-15T00:00:27.549774] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:27.550594] [DEBUG] [LOCAL     ] No optimal features file found for UIS: ./output/feature-sets/UIS.txt
[2025-10-15T00:00:27.550680] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:27.617095] [INFO ] [sig       ] UIS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:27.754751] [INFO ] [LOCAL     ] Saved forecast: UIS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UIS.txt
[2025-10-15T00:00:27.754951] [INFO ] [sig       ] [1632/1812] Completed UIS in 0.2s | 4.22 sym/s | Total: 6.4m | ETA: 42.7s
[2025-10-15T00:00:27.754991] [INFO ] [sig       ] [1633/1812] Forecasting UL...
[2025-10-15T00:00:27.755022] [INFO ] [sig       ] Generating forecast for: UL
[2025-10-15T00:00:27.755052] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UL' from 'https://tdm.silogroup.org/data/derivative_storage/UL.csv'.
[2025-10-15T00:00:27.764146] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UL'.
[2025-10-15T00:00:27.788688] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:27.789669] [DEBUG] [LOCAL     ] No optimal features file found for UL: ./output/feature-sets/UL.txt
[2025-10-15T00:00:27.789753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:27.853277] [INFO ] [sig       ] UL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:27.990281] [INFO ] [LOCAL     ] Saved forecast: UL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UL.txt
[2025-10-15T00:00:27.990487] [INFO ] [sig       ] [1633/1812] Completed UL in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 42.4s
[2025-10-15T00:00:27.990533] [INFO ] [sig       ] [1634/1812] Forecasting ULS...
[2025-10-15T00:00:27.990566] [INFO ] [sig       ] Generating forecast for: ULS
[2025-10-15T00:00:27.990620] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ULS' from 'https://tdm.silogroup.org/data/derivative_storage/ULS.csv'.
[2025-10-15T00:00:27.999339] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ULS'.
[2025-10-15T00:00:28.023927] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:28.024577] [DEBUG] [LOCAL     ] No optimal features file found for ULS: ./output/feature-sets/ULS.txt
[2025-10-15T00:00:28.024630] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:28.083598] [INFO ] [sig       ] ULS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:28.219926] [INFO ] [LOCAL     ] Saved forecast: ULS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ULS.txt
[2025-10-15T00:00:28.220122] [INFO ] [sig       ] [1634/1812] Completed ULS in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 42.2s
[2025-10-15T00:00:28.220162] [INFO ] [sig       ] [1635/1812] Forecasting UMC...
[2025-10-15T00:00:28.220193] [INFO ] [sig       ] Generating forecast for: UMC
[2025-10-15T00:00:28.220224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UMC' from 'https://tdm.silogroup.org/data/derivative_storage/UMC.csv'.
[2025-10-15T00:00:28.229174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UMC'.
[2025-10-15T00:00:28.254191] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:28.255014] [DEBUG] [LOCAL     ] No optimal features file found for UMC: ./output/feature-sets/UMC.txt
[2025-10-15T00:00:28.255068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:28.316029] [INFO ] [sig       ] UMC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:28.452274] [INFO ] [LOCAL     ] Saved forecast: UMC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UMC.txt
[2025-10-15T00:00:28.452461] [INFO ] [sig       ] [1635/1812] Completed UMC in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 42.0s
[2025-10-15T00:00:28.452502] [INFO ] [sig       ] [1636/1812] Forecasting UMH...
[2025-10-15T00:00:28.452535] [INFO ] [sig       ] Generating forecast for: UMH
[2025-10-15T00:00:28.452565] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UMH' from 'https://tdm.silogroup.org/data/derivative_storage/UMH.csv'.
[2025-10-15T00:00:28.461461] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UMH'.
[2025-10-15T00:00:28.485932] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:28.486582] [DEBUG] [LOCAL     ] No optimal features file found for UMH: ./output/feature-sets/UMH.txt
[2025-10-15T00:00:28.486635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:28.545553] [INFO ] [sig       ] UMH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:28.687971] [INFO ] [LOCAL     ] Saved forecast: UMH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UMH.txt
[2025-10-15T00:00:28.688217] [INFO ] [sig       ] [1636/1812] Completed UMH in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 41.7s
[2025-10-15T00:00:28.688276] [INFO ] [sig       ] [1637/1812] Forecasting UNF...
[2025-10-15T00:00:28.688309] [INFO ] [sig       ] Generating forecast for: UNF
[2025-10-15T00:00:28.688340] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNF' from 'https://tdm.silogroup.org/data/derivative_storage/UNF.csv'.
[2025-10-15T00:00:28.697062] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNF'.
[2025-10-15T00:00:28.721798] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:28.722451] [DEBUG] [LOCAL     ] No optimal features file found for UNF: ./output/feature-sets/UNF.txt
[2025-10-15T00:00:28.722503] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:28.778469] [INFO ] [sig       ] UNF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:28.916183] [INFO ] [LOCAL     ] Saved forecast: UNF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UNF.txt
[2025-10-15T00:00:28.916373] [INFO ] [sig       ] [1637/1812] Completed UNF in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 41.5s
[2025-10-15T00:00:28.916415] [INFO ] [sig       ] [1638/1812] Forecasting UNFI...
[2025-10-15T00:00:28.916447] [INFO ] [sig       ] Generating forecast for: UNFI
[2025-10-15T00:00:28.916478] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNFI' from 'https://tdm.silogroup.org/data/derivative_storage/UNFI.csv'.
[2025-10-15T00:00:28.924986] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNFI'.
[2025-10-15T00:00:28.949531] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:28.950223] [DEBUG] [LOCAL     ] No optimal features file found for UNFI: ./output/feature-sets/UNFI.txt
[2025-10-15T00:00:28.950277] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:29.009559] [INFO ] [sig       ] UNFI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:29.147442] [INFO ] [LOCAL     ] Saved forecast: UNFI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UNFI.txt
[2025-10-15T00:00:29.147633] [INFO ] [sig       ] [1638/1812] Completed UNFI in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 41.2s
[2025-10-15T00:00:29.147709] [INFO ] [sig       ] [1639/1812] Forecasting UNH...
[2025-10-15T00:00:29.147747] [INFO ] [sig       ] Generating forecast for: UNH
[2025-10-15T00:00:29.147778] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNH' from 'https://tdm.silogroup.org/data/derivative_storage/UNH.csv'.
[2025-10-15T00:00:29.156451] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNH'.
[2025-10-15T00:00:29.181127] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:29.181840] [DEBUG] [LOCAL     ] No optimal features file found for UNH: ./output/feature-sets/UNH.txt
[2025-10-15T00:00:29.181905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:29.242296] [INFO ] [sig       ] UNH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:29.381633] [INFO ] [LOCAL     ] Saved forecast: UNH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UNH.txt
[2025-10-15T00:00:29.381884] [INFO ] [sig       ] [1639/1812] Completed UNH in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 41.0s
[2025-10-15T00:00:29.381928] [INFO ] [sig       ] [1640/1812] Forecasting UNM...
[2025-10-15T00:00:29.381958] [INFO ] [sig       ] Generating forecast for: UNM
[2025-10-15T00:00:29.381988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNM' from 'https://tdm.silogroup.org/data/derivative_storage/UNM.csv'.
[2025-10-15T00:00:29.390737] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNM'.
[2025-10-15T00:00:29.415329] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:29.416048] [DEBUG] [LOCAL     ] No optimal features file found for UNM: ./output/feature-sets/UNM.txt
[2025-10-15T00:00:29.416105] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:29.477522] [INFO ] [sig       ] UNM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:29.617030] [INFO ] [LOCAL     ] Saved forecast: UNM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UNM.txt
[2025-10-15T00:00:29.617232] [INFO ] [sig       ] [1640/1812] Completed UNM in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 40.8s
[2025-10-15T00:00:29.617273] [INFO ] [sig       ] [1641/1812] Forecasting UNMA...
[2025-10-15T00:00:29.617304] [INFO ] [sig       ] Generating forecast for: UNMA
[2025-10-15T00:00:29.617375] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNMA' from 'https://tdm.silogroup.org/data/derivative_storage/UNMA.csv'.
[2025-10-15T00:00:29.625778] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'UNMA'.
[2025-10-15T00:00:29.650792] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:29.651547] [DEBUG] [LOCAL     ] No optimal features file found for UNMA: ./output/feature-sets/UNMA.txt
[2025-10-15T00:00:29.651603] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:29.712616] [INFO ] [sig       ] UNMA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:29.849954] [INFO ] [LOCAL     ] Saved forecast: UNMA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UNMA.txt
[2025-10-15T00:00:29.850136] [INFO ] [sig       ] [1641/1812] Completed UNMA in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 40.5s
[2025-10-15T00:00:29.850177] [INFO ] [sig       ] [1642/1812] Forecasting UNP...
[2025-10-15T00:00:29.850207] [INFO ] [sig       ] Generating forecast for: UNP
[2025-10-15T00:00:29.850238] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNP' from 'https://tdm.silogroup.org/data/derivative_storage/UNP.csv'.
[2025-10-15T00:00:29.859847] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNP'.
[2025-10-15T00:00:29.887433] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:29.888330] [DEBUG] [LOCAL     ] No optimal features file found for UNP: ./output/feature-sets/UNP.txt
[2025-10-15T00:00:29.888386] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:29.948749] [INFO ] [sig       ] UNP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:30.087923] [INFO ] [LOCAL     ] Saved forecast: UNP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UNP.txt
[2025-10-15T00:00:30.088200] [INFO ] [sig       ] [1642/1812] Completed UNP in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 40.3s
[2025-10-15T00:00:30.088259] [INFO ] [sig       ] [1643/1812] Forecasting UP...
[2025-10-15T00:00:30.088292] [INFO ] [sig       ] Generating forecast for: UP
[2025-10-15T00:00:30.088323] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UP' from 'https://tdm.silogroup.org/data/derivative_storage/UP.csv'.
[2025-10-15T00:00:30.096889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UP'.
[2025-10-15T00:00:30.125323] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:30.126130] [DEBUG] [LOCAL     ] No optimal features file found for UP: ./output/feature-sets/UP.txt
[2025-10-15T00:00:30.126189] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:30.189138] [INFO ] [sig       ] UP: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:30.327201] [INFO ] [LOCAL     ] Saved forecast: UP	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UP.txt
[2025-10-15T00:00:30.327450] [INFO ] [sig       ] [1643/1812] Completed UP in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 40.1s
[2025-10-15T00:00:30.327491] [INFO ] [sig       ] [1644/1812] Forecasting UPS...
[2025-10-15T00:00:30.327522] [INFO ] [sig       ] Generating forecast for: UPS
[2025-10-15T00:00:30.327554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UPS' from 'https://tdm.silogroup.org/data/derivative_storage/UPS.csv'.
[2025-10-15T00:00:30.337053] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UPS'.
[2025-10-15T00:00:30.361919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:30.362572] [DEBUG] [LOCAL     ] No optimal features file found for UPS: ./output/feature-sets/UPS.txt
[2025-10-15T00:00:30.362639] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:30.425728] [INFO ] [sig       ] UPS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:30.563193] [INFO ] [LOCAL     ] Saved forecast: UPS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UPS.txt
[2025-10-15T00:00:30.563409] [INFO ] [sig       ] [1644/1812] Completed UPS in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 39.8s
[2025-10-15T00:00:30.563450] [INFO ] [sig       ] [1645/1812] Forecasting URI...
[2025-10-15T00:00:30.563481] [INFO ] [sig       ] Generating forecast for: URI
[2025-10-15T00:00:30.563511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'URI' from 'https://tdm.silogroup.org/data/derivative_storage/URI.csv'.
[2025-10-15T00:00:30.573002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'URI'.
[2025-10-15T00:00:30.598200] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:30.598933] [DEBUG] [LOCAL     ] No optimal features file found for URI: ./output/feature-sets/URI.txt
[2025-10-15T00:00:30.598989] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:30.658469] [INFO ] [sig       ] URI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:30.796689] [INFO ] [LOCAL     ] Saved forecast: URI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/URI.txt
[2025-10-15T00:00:30.796927] [INFO ] [sig       ] [1645/1812] Completed URI in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 39.6s
[2025-10-15T00:00:30.796970] [INFO ] [sig       ] [1646/1812] Forecasting USA...
[2025-10-15T00:00:30.797001] [INFO ] [sig       ] Generating forecast for: USA
[2025-10-15T00:00:30.797032] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USA' from 'https://tdm.silogroup.org/data/derivative_storage/USA.csv'.
[2025-10-15T00:00:30.805588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USA'.
[2025-10-15T00:00:30.830106] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:30.830864] [DEBUG] [LOCAL     ] No optimal features file found for USA: ./output/feature-sets/USA.txt
[2025-10-15T00:00:30.830918] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:30.895423] [INFO ] [sig       ] USA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:31.032310] [INFO ] [LOCAL     ] Saved forecast: USA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/USA.txt
[2025-10-15T00:00:31.032541] [INFO ] [sig       ] [1646/1812] Completed USA in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 39.3s
[2025-10-15T00:00:31.032583] [INFO ] [sig       ] [1647/1812] Forecasting USAC...
[2025-10-15T00:00:31.032613] [INFO ] [sig       ] Generating forecast for: USAC
[2025-10-15T00:00:31.032718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USAC' from 'https://tdm.silogroup.org/data/derivative_storage/USAC.csv'.
[2025-10-15T00:00:31.041990] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USAC'.
[2025-10-15T00:00:31.066612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:31.067310] [DEBUG] [LOCAL     ] No optimal features file found for USAC: ./output/feature-sets/USAC.txt
[2025-10-15T00:00:31.067363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:31.121173] [INFO ] [sig       ] USAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:31.260555] [INFO ] [LOCAL     ] Saved forecast: USAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/USAC.txt
[2025-10-15T00:00:31.260846] [INFO ] [sig       ] [1647/1812] Completed USAC in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 39.1s
[2025-10-15T00:00:31.260903] [INFO ] [sig       ] [1648/1812] Forecasting USB...
[2025-10-15T00:00:31.260946] [INFO ] [sig       ] Generating forecast for: USB
[2025-10-15T00:00:31.260979] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USB' from 'https://tdm.silogroup.org/data/derivative_storage/USB.csv'.
[2025-10-15T00:00:31.269507] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USB'.
[2025-10-15T00:00:31.294155] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:31.294847] [DEBUG] [LOCAL     ] No optimal features file found for USB: ./output/feature-sets/USB.txt
[2025-10-15T00:00:31.294900] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:31.351487] [INFO ] [sig       ] USB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:31.487775] [INFO ] [LOCAL     ] Saved forecast: USB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/USB.txt
[2025-10-15T00:00:31.487988] [INFO ] [sig       ] [1648/1812] Completed USB in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 38.9s
[2025-10-15T00:00:31.488030] [INFO ] [sig       ] [1649/1812] Forecasting USFD...
[2025-10-15T00:00:31.488061] [INFO ] [sig       ] Generating forecast for: USFD
[2025-10-15T00:00:31.488143] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USFD' from 'https://tdm.silogroup.org/data/derivative_storage/USFD.csv'.
[2025-10-15T00:00:31.497325] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USFD'.
[2025-10-15T00:00:31.522215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:31.522944] [DEBUG] [LOCAL     ] No optimal features file found for USFD: ./output/feature-sets/USFD.txt
[2025-10-15T00:00:31.522997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:31.581186] [INFO ] [sig       ] USFD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:31.722215] [INFO ] [LOCAL     ] Saved forecast: USFD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/USFD.txt
[2025-10-15T00:00:31.722485] [INFO ] [sig       ] [1649/1812] Completed USFD in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 38.6s
[2025-10-15T00:00:31.722536] [INFO ] [sig       ] [1650/1812] Forecasting USNA...
[2025-10-15T00:00:31.722568] [INFO ] [sig       ] Generating forecast for: USNA
[2025-10-15T00:00:31.722599] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USNA' from 'https://tdm.silogroup.org/data/derivative_storage/USNA.csv'.
[2025-10-15T00:00:31.731490] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USNA'.
[2025-10-15T00:00:31.757514] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:31.758330] [DEBUG] [LOCAL     ] No optimal features file found for USNA: ./output/feature-sets/USNA.txt
[2025-10-15T00:00:31.758385] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:31.817720] [INFO ] [sig       ] USNA: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:31.960478] [INFO ] [LOCAL     ] Saved forecast: USNA	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/USNA.txt
[2025-10-15T00:00:31.960774] [INFO ] [sig       ] [1650/1812] Completed USNA in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 38.4s
[2025-10-15T00:00:31.960836] [INFO ] [sig       ] [1651/1812] Forecasting USPH...
[2025-10-15T00:00:31.960869] [INFO ] [sig       ] Generating forecast for: USPH
[2025-10-15T00:00:31.960901] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USPH' from 'https://tdm.silogroup.org/data/derivative_storage/USPH.csv'.
[2025-10-15T00:00:31.969542] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USPH'.
[2025-10-15T00:00:31.994283] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:31.995055] [DEBUG] [LOCAL     ] No optimal features file found for USPH: ./output/feature-sets/USPH.txt
[2025-10-15T00:00:31.995126] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:32.059719] [INFO ] [sig       ] USPH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:32.206436] [INFO ] [LOCAL     ] Saved forecast: USPH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/USPH.txt
[2025-10-15T00:00:32.206709] [INFO ] [sig       ] [1651/1812] Completed USPH in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 38.2s
[2025-10-15T00:00:32.206768] [INFO ] [sig       ] [1652/1812] Forecasting UTF...
[2025-10-15T00:00:32.206801] [INFO ] [sig       ] Generating forecast for: UTF
[2025-10-15T00:00:32.206832] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTF' from 'https://tdm.silogroup.org/data/derivative_storage/UTF.csv'.
[2025-10-15T00:00:32.215438] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTF'.
[2025-10-15T00:00:32.239956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:32.240687] [DEBUG] [LOCAL     ] No optimal features file found for UTF: ./output/feature-sets/UTF.txt
[2025-10-15T00:00:32.240743] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:32.300938] [INFO ] [sig       ] UTF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:32.447254] [INFO ] [LOCAL     ] Saved forecast: UTF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UTF.txt
[2025-10-15T00:00:32.447475] [INFO ] [sig       ] [1652/1812] Completed UTF in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 37.9s
[2025-10-15T00:00:32.447517] [INFO ] [sig       ] [1653/1812] Forecasting UTI...
[2025-10-15T00:00:32.447546] [INFO ] [sig       ] Generating forecast for: UTI
[2025-10-15T00:00:32.447578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTI' from 'https://tdm.silogroup.org/data/derivative_storage/UTI.csv'.
[2025-10-15T00:00:32.455891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTI'.
[2025-10-15T00:00:32.480487] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:32.481166] [DEBUG] [LOCAL     ] No optimal features file found for UTI: ./output/feature-sets/UTI.txt
[2025-10-15T00:00:32.481219] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:32.538923] [INFO ] [sig       ] UTI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:32.675661] [INFO ] [LOCAL     ] Saved forecast: UTI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UTI.txt
[2025-10-15T00:00:32.675850] [INFO ] [sig       ] [1653/1812] Completed UTI in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 37.7s
[2025-10-15T00:00:32.675892] [INFO ] [sig       ] [1654/1812] Forecasting UTL...
[2025-10-15T00:00:32.675922] [INFO ] [sig       ] Generating forecast for: UTL
[2025-10-15T00:00:32.675954] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTL' from 'https://tdm.silogroup.org/data/derivative_storage/UTL.csv'.
[2025-10-15T00:00:32.684885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTL'.
[2025-10-15T00:00:32.713001] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:32.713839] [DEBUG] [LOCAL     ] No optimal features file found for UTL: ./output/feature-sets/UTL.txt
[2025-10-15T00:00:32.713895] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:32.778017] [INFO ] [sig       ] UTL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:32.953066] [INFO ] [LOCAL     ] Saved forecast: UTL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UTL.txt
[2025-10-15T00:00:32.953375] [INFO ] [sig       ] [1654/1812] Completed UTL in 0.3s | 4.22 sym/s | Total: 6.5m | ETA: 37.5s
[2025-10-15T00:00:32.953481] [INFO ] [sig       ] [1655/1812] Forecasting UTZ...
[2025-10-15T00:00:32.953554] [INFO ] [sig       ] Generating forecast for: UTZ
[2025-10-15T00:00:32.953627] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTZ' from 'https://tdm.silogroup.org/data/derivative_storage/UTZ.csv'.
[2025-10-15T00:00:32.963332] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTZ'.
[2025-10-15T00:00:32.991876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:32.992589] [DEBUG] [LOCAL     ] No optimal features file found for UTZ: ./output/feature-sets/UTZ.txt
[2025-10-15T00:00:32.992668] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:33.057275] [INFO ] [sig       ] UTZ: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:33.222932] [INFO ] [LOCAL     ] Saved forecast: UTZ	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UTZ.txt
[2025-10-15T00:00:33.223266] [INFO ] [sig       ] [1655/1812] Completed UTZ in 0.3s | 4.22 sym/s | Total: 6.5m | ETA: 37.2s
[2025-10-15T00:00:33.223351] [INFO ] [sig       ] [1656/1812] Forecasting UVE...
[2025-10-15T00:00:33.223414] [INFO ] [sig       ] Generating forecast for: UVE
[2025-10-15T00:00:33.223487] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UVE' from 'https://tdm.silogroup.org/data/derivative_storage/UVE.csv'.
[2025-10-15T00:00:33.232390] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UVE'.
[2025-10-15T00:00:33.261008] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:33.261809] [DEBUG] [LOCAL     ] No optimal features file found for UVE: ./output/feature-sets/UVE.txt
[2025-10-15T00:00:33.261864] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:33.326975] [INFO ] [sig       ] UVE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:33.472846] [INFO ] [LOCAL     ] Saved forecast: UVE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UVE.txt
[2025-10-15T00:00:33.473063] [INFO ] [sig       ] [1656/1812] Completed UVE in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 37.0s
[2025-10-15T00:00:33.473104] [INFO ] [sig       ] [1657/1812] Forecasting UVV...
[2025-10-15T00:00:33.473135] [INFO ] [sig       ] Generating forecast for: UVV
[2025-10-15T00:00:33.473166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UVV' from 'https://tdm.silogroup.org/data/derivative_storage/UVV.csv'.
[2025-10-15T00:00:33.481569] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UVV'.
[2025-10-15T00:00:33.511016] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:33.511940] [DEBUG] [LOCAL     ] No optimal features file found for UVV: ./output/feature-sets/UVV.txt
[2025-10-15T00:00:33.512016] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:33.571468] [INFO ] [sig       ] UVV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:33.716711] [INFO ] [LOCAL     ] Saved forecast: UVV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UVV.txt
[2025-10-15T00:00:33.716933] [INFO ] [sig       ] [1657/1812] Completed UVV in 0.2s | 4.22 sym/s | Total: 6.5m | ETA: 36.7s
[2025-10-15T00:00:33.716975] [INFO ] [sig       ] [1658/1812] Forecasting UWMC...
[2025-10-15T00:00:33.717006] [INFO ] [sig       ] Generating forecast for: UWMC
[2025-10-15T00:00:33.717038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UWMC' from 'https://tdm.silogroup.org/data/derivative_storage/UWMC.csv'.
[2025-10-15T00:00:33.727283] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UWMC'.
[2025-10-15T00:00:33.754837] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:33.755596] [DEBUG] [LOCAL     ] No optimal features file found for UWMC: ./output/feature-sets/UWMC.txt
[2025-10-15T00:00:33.755675] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:33.815420] [INFO ] [sig       ] UWMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:33.960527] [INFO ] [LOCAL     ] Saved forecast: UWMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UWMC.txt
[2025-10-15T00:00:33.960775] [INFO ] [sig       ] [1658/1812] Completed UWMC in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 36.5s
[2025-10-15T00:00:33.960835] [INFO ] [sig       ] [1659/1812] Forecasting UZD...
[2025-10-15T00:00:33.960869] [INFO ] [sig       ] Generating forecast for: UZD
[2025-10-15T00:00:33.960900] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZD' from 'https://tdm.silogroup.org/data/derivative_storage/UZD.csv'.
[2025-10-15T00:00:33.969239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZD'.
[2025-10-15T00:00:33.994230] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:33.994935] [DEBUG] [LOCAL     ] No optimal features file found for UZD: ./output/feature-sets/UZD.txt
[2025-10-15T00:00:33.994988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:34.063678] [INFO ] [sig       ] UZD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:34.202485] [INFO ] [LOCAL     ] Saved forecast: UZD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/UZD.txt
[2025-10-15T00:00:34.202724] [INFO ] [sig       ] [1659/1812] Completed UZD in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 36.3s
[2025-10-15T00:00:34.202813] [INFO ] [sig       ] [1660/1812] Forecasting UZE...
[2025-10-15T00:00:34.202852] [INFO ] [sig       ] Generating forecast for: UZE
[2025-10-15T00:00:34.202885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZE' from 'https://tdm.silogroup.org/data/derivative_storage/UZE.csv'.
[2025-10-15T00:00:34.211738] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZE'.
[2025-10-15T00:00:34.236852] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:34.237512] [DEBUG] [LOCAL     ] No optimal features file found for UZE: ./output/feature-sets/UZE.txt
[2025-10-15T00:00:34.237564] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:34.295148] [INFO ] [sig       ] UZE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:34.455146] [INFO ] [LOCAL     ] Saved forecast: UZE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UZE.txt
[2025-10-15T00:00:34.455387] [INFO ] [sig       ] [1660/1812] Completed UZE in 0.3s | 4.22 sym/s | Total: 6.6m | ETA: 36.0s
[2025-10-15T00:00:34.455429] [INFO ] [sig       ] [1661/1812] Forecasting UZF...
[2025-10-15T00:00:34.455460] [INFO ] [sig       ] Generating forecast for: UZF
[2025-10-15T00:00:34.455491] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZF' from 'https://tdm.silogroup.org/data/derivative_storage/UZF.csv'.
[2025-10-15T00:00:34.464249] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZF'.
[2025-10-15T00:00:34.488606] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:34.489352] [DEBUG] [LOCAL     ] No optimal features file found for UZF: ./output/feature-sets/UZF.txt
[2025-10-15T00:00:34.489405] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:34.544699] [INFO ] [sig       ] UZF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:34.682439] [INFO ] [LOCAL     ] Saved forecast: UZF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/UZF.txt
[2025-10-15T00:00:34.682688] [INFO ] [sig       ] [1661/1812] Completed UZF in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 35.8s
[2025-10-15T00:00:34.682756] [INFO ] [sig       ] [1662/1812] Forecasting V...
[2025-10-15T00:00:34.682791] [INFO ] [sig       ] Generating forecast for: V
[2025-10-15T00:00:34.682822] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'V' from 'https://tdm.silogroup.org/data/derivative_storage/V.csv'.
[2025-10-15T00:00:34.691812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'V'.
[2025-10-15T00:00:34.716326] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:34.717047] [DEBUG] [LOCAL     ] No optimal features file found for V: ./output/feature-sets/V.txt
[2025-10-15T00:00:34.717100] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:34.773934] [INFO ] [sig       ] V: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:34.910798] [INFO ] [LOCAL     ] Saved forecast: V	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/V.txt
[2025-10-15T00:00:34.911012] [INFO ] [sig       ] [1662/1812] Completed V in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 35.6s
[2025-10-15T00:00:34.911053] [INFO ] [sig       ] [1663/1812] Forecasting VAC...
[2025-10-15T00:00:34.911084] [INFO ] [sig       ] Generating forecast for: VAC
[2025-10-15T00:00:34.911115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VAC' from 'https://tdm.silogroup.org/data/derivative_storage/VAC.csv'.
[2025-10-15T00:00:34.919588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VAC'.
[2025-10-15T00:00:34.944043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:34.944792] [DEBUG] [LOCAL     ] No optimal features file found for VAC: ./output/feature-sets/VAC.txt
[2025-10-15T00:00:34.944847] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:35.001432] [INFO ] [sig       ] VAC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:35.137392] [INFO ] [LOCAL     ] Saved forecast: VAC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VAC.txt
[2025-10-15T00:00:35.137612] [INFO ] [sig       ] [1663/1812] Completed VAC in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 35.3s
[2025-10-15T00:00:35.137684] [INFO ] [sig       ] [1664/1812] Forecasting VAL...
[2025-10-15T00:00:35.137732] [INFO ] [sig       ] Generating forecast for: VAL
[2025-10-15T00:00:35.137764] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VAL' from 'https://tdm.silogroup.org/data/derivative_storage/VAL.csv'.
[2025-10-15T00:00:35.145950] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VAL'.
[2025-10-15T00:00:35.170760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:35.171434] [DEBUG] [LOCAL     ] No optimal features file found for VAL: ./output/feature-sets/VAL.txt
[2025-10-15T00:00:35.171486] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:35.227054] [INFO ] [sig       ] VAL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:35.364438] [INFO ] [LOCAL     ] Saved forecast: VAL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VAL.txt
[2025-10-15T00:00:35.364685] [INFO ] [sig       ] [1664/1812] Completed VAL in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 35.1s
[2025-10-15T00:00:35.364745] [INFO ] [sig       ] [1665/1812] Forecasting VALE...
[2025-10-15T00:00:35.364777] [INFO ] [sig       ] Generating forecast for: VALE
[2025-10-15T00:00:35.364807] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VALE' from 'https://tdm.silogroup.org/data/derivative_storage/VALE.csv'.
[2025-10-15T00:00:35.373210] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VALE'.
[2025-10-15T00:00:35.397949] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:35.398688] [DEBUG] [LOCAL     ] No optimal features file found for VALE: ./output/feature-sets/VALE.txt
[2025-10-15T00:00:35.398744] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:35.455468] [INFO ] [sig       ] VALE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:35.592923] [INFO ] [LOCAL     ] Saved forecast: VALE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VALE.txt
[2025-10-15T00:00:35.593124] [INFO ] [sig       ] [1665/1812] Completed VALE in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 34.8s
[2025-10-15T00:00:35.593165] [INFO ] [sig       ] [1666/1812] Forecasting VATE...
[2025-10-15T00:00:35.593196] [INFO ] [sig       ] Generating forecast for: VATE
[2025-10-15T00:00:35.593226] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VATE' from 'https://tdm.silogroup.org/data/derivative_storage/VATE.csv'.
[2025-10-15T00:00:35.601313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VATE'.
[2025-10-15T00:00:35.626313] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:35.627027] [DEBUG] [LOCAL     ] No optimal features file found for VATE: ./output/feature-sets/VATE.txt
[2025-10-15T00:00:35.627080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:35.682819] [INFO ] [sig       ] VATE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:35.820659] [INFO ] [LOCAL     ] Saved forecast: VATE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VATE.txt
[2025-10-15T00:00:35.820869] [INFO ] [sig       ] [1666/1812] Completed VATE in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 34.6s
[2025-10-15T00:00:35.820913] [INFO ] [sig       ] [1667/1812] Forecasting VBF...
[2025-10-15T00:00:35.820942] [INFO ] [sig       ] Generating forecast for: VBF
[2025-10-15T00:00:35.820973] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VBF' from 'https://tdm.silogroup.org/data/derivative_storage/VBF.csv'.
[2025-10-15T00:00:35.829044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VBF'.
[2025-10-15T00:00:35.853808] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:35.854470] [DEBUG] [LOCAL     ] No optimal features file found for VBF: ./output/feature-sets/VBF.txt
[2025-10-15T00:00:35.854525] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:35.910011] [INFO ] [sig       ] VBF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:36.046868] [INFO ] [LOCAL     ] Saved forecast: VBF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VBF.txt
[2025-10-15T00:00:36.047086] [INFO ] [sig       ] [1667/1812] Completed VBF in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 34.4s
[2025-10-15T00:00:36.047128] [INFO ] [sig       ] [1668/1812] Forecasting VCV...
[2025-10-15T00:00:36.047158] [INFO ] [sig       ] Generating forecast for: VCV
[2025-10-15T00:00:36.047188] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VCV' from 'https://tdm.silogroup.org/data/derivative_storage/VCV.csv'.
[2025-10-15T00:00:36.055473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VCV'.
[2025-10-15T00:00:36.079923] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:36.080580] [DEBUG] [LOCAL     ] No optimal features file found for VCV: ./output/feature-sets/VCV.txt
[2025-10-15T00:00:36.080632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:36.136942] [INFO ] [sig       ] VCV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:36.273316] [INFO ] [LOCAL     ] Saved forecast: VCV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VCV.txt
[2025-10-15T00:00:36.273519] [INFO ] [sig       ] [1668/1812] Completed VCV in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 34.1s
[2025-10-15T00:00:36.273560] [INFO ] [sig       ] [1669/1812] Forecasting VEEV...
[2025-10-15T00:00:36.273591] [INFO ] [sig       ] Generating forecast for: VEEV
[2025-10-15T00:00:36.273625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VEEV' from 'https://tdm.silogroup.org/data/derivative_storage/VEEV.csv'.
[2025-10-15T00:00:36.281967] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VEEV'.
[2025-10-15T00:00:36.306492] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:36.307174] [DEBUG] [LOCAL     ] No optimal features file found for VEEV: ./output/feature-sets/VEEV.txt
[2025-10-15T00:00:36.307227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:36.366031] [INFO ] [sig       ] VEEV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:36.503937] [INFO ] [LOCAL     ] Saved forecast: VEEV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VEEV.txt
[2025-10-15T00:00:36.504133] [INFO ] [sig       ] [1669/1812] Completed VEEV in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 33.9s
[2025-10-15T00:00:36.504174] [INFO ] [sig       ] [1670/1812] Forecasting VEL...
[2025-10-15T00:00:36.504204] [INFO ] [sig       ] Generating forecast for: VEL
[2025-10-15T00:00:36.504235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VEL' from 'https://tdm.silogroup.org/data/derivative_storage/VEL.csv'.
[2025-10-15T00:00:36.515702] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'VEL'.
[2025-10-15T00:00:36.546238] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:36.547018] [DEBUG] [LOCAL     ] No optimal features file found for VEL: ./output/feature-sets/VEL.txt
[2025-10-15T00:00:36.547072] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:36.604802] [INFO ] [sig       ] VEL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:36.742393] [INFO ] [LOCAL     ] Saved forecast: VEL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VEL.txt
[2025-10-15T00:00:36.742617] [INFO ] [sig       ] [1670/1812] Completed VEL in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 33.7s
[2025-10-15T00:00:36.742690] [INFO ] [sig       ] [1671/1812] Forecasting VET...
[2025-10-15T00:00:36.742735] [INFO ] [sig       ] Generating forecast for: VET
[2025-10-15T00:00:36.742768] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VET' from 'https://tdm.silogroup.org/data/derivative_storage/VET.csv'.
[2025-10-15T00:00:36.751157] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VET'.
[2025-10-15T00:00:36.775964] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:36.776733] [DEBUG] [LOCAL     ] No optimal features file found for VET: ./output/feature-sets/VET.txt
[2025-10-15T00:00:36.776789] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:36.834732] [INFO ] [sig       ] VET: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:36.976762] [INFO ] [LOCAL     ] Saved forecast: VET	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VET.txt
[2025-10-15T00:00:36.977028] [INFO ] [sig       ] [1671/1812] Completed VET in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 33.4s
[2025-10-15T00:00:36.977071] [INFO ] [sig       ] [1672/1812] Forecasting VFC...
[2025-10-15T00:00:36.977101] [INFO ] [sig       ] Generating forecast for: VFC
[2025-10-15T00:00:36.977132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VFC' from 'https://tdm.silogroup.org/data/derivative_storage/VFC.csv'.
[2025-10-15T00:00:36.985868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VFC'.
[2025-10-15T00:00:37.011216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:37.011993] [DEBUG] [LOCAL     ] No optimal features file found for VFC: ./output/feature-sets/VFC.txt
[2025-10-15T00:00:37.012049] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:37.072371] [INFO ] [sig       ] VFC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:37.215710] [INFO ] [LOCAL     ] Saved forecast: VFC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VFC.txt
[2025-10-15T00:00:37.215919] [INFO ] [sig       ] [1672/1812] Completed VFC in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 33.2s
[2025-10-15T00:00:37.216001] [INFO ] [sig       ] [1673/1812] Forecasting VGI...
[2025-10-15T00:00:37.216041] [INFO ] [sig       ] Generating forecast for: VGI
[2025-10-15T00:00:37.216074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VGI' from 'https://tdm.silogroup.org/data/derivative_storage/VGI.csv'.
[2025-10-15T00:00:37.225387] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VGI'.
[2025-10-15T00:00:37.255564] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:37.256391] [DEBUG] [LOCAL     ] No optimal features file found for VGI: ./output/feature-sets/VGI.txt
[2025-10-15T00:00:37.256447] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:37.318195] [INFO ] [sig       ] VGI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:37.484326] [INFO ] [LOCAL     ] Saved forecast: VGI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VGI.txt
[2025-10-15T00:00:37.484579] [INFO ] [sig       ] [1673/1812] Completed VGI in 0.3s | 4.22 sym/s | Total: 6.6m | ETA: 32.9s
[2025-10-15T00:00:37.484621] [INFO ] [sig       ] [1674/1812] Forecasting VGM...
[2025-10-15T00:00:37.484683] [INFO ] [sig       ] Generating forecast for: VGM
[2025-10-15T00:00:37.484732] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VGM' from 'https://tdm.silogroup.org/data/derivative_storage/VGM.csv'.
[2025-10-15T00:00:37.493789] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VGM'.
[2025-10-15T00:00:37.519020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:37.519798] [DEBUG] [LOCAL     ] No optimal features file found for VGM: ./output/feature-sets/VGM.txt
[2025-10-15T00:00:37.519854] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:37.577449] [INFO ] [sig       ] VGM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:37.721515] [INFO ] [LOCAL     ] Saved forecast: VGM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VGM.txt
[2025-10-15T00:00:37.721819] [INFO ] [sig       ] [1674/1812] Completed VGM in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 32.7s
[2025-10-15T00:00:37.721896] [INFO ] [sig       ] [1675/1812] Forecasting VHI...
[2025-10-15T00:00:37.721963] [INFO ] [sig       ] Generating forecast for: VHI
[2025-10-15T00:00:37.722008] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VHI' from 'https://tdm.silogroup.org/data/derivative_storage/VHI.csv'.
[2025-10-15T00:00:37.730460] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'VHI'.
[2025-10-15T00:00:37.755613] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:37.756316] [DEBUG] [LOCAL     ] No optimal features file found for VHI: ./output/feature-sets/VHI.txt
[2025-10-15T00:00:37.756370] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:37.811679] [INFO ] [sig       ] VHI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:37.956772] [INFO ] [LOCAL     ] Saved forecast: VHI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VHI.txt
[2025-10-15T00:00:37.957048] [INFO ] [sig       ] [1675/1812] Completed VHI in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 32.5s
[2025-10-15T00:00:37.957091] [INFO ] [sig       ] [1676/1812] Forecasting VICI...
[2025-10-15T00:00:37.957122] [INFO ] [sig       ] Generating forecast for: VICI
[2025-10-15T00:00:37.957154] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VICI' from 'https://tdm.silogroup.org/data/derivative_storage/VICI.csv'.
[2025-10-15T00:00:37.966095] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VICI'.
[2025-10-15T00:00:37.991989] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:37.992768] [DEBUG] [LOCAL     ] No optimal features file found for VICI: ./output/feature-sets/VICI.txt
[2025-10-15T00:00:37.992823] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:38.052024] [INFO ] [sig       ] VICI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:38.189267] [INFO ] [LOCAL     ] Saved forecast: VICI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VICI.txt
[2025-10-15T00:00:38.189497] [INFO ] [sig       ] [1676/1812] Completed VICI in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 32.2s
[2025-10-15T00:00:38.189539] [INFO ] [sig       ] [1677/1812] Forecasting VIK...
[2025-10-15T00:00:38.189569] [INFO ] [sig       ] Generating forecast for: VIK
[2025-10-15T00:00:38.189600] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIK' from 'https://tdm.silogroup.org/data/derivative_storage/VIK.csv'.
[2025-10-15T00:00:38.197774] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIK'.
[2025-10-15T00:00:38.222614] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:38.223356] [DEBUG] [LOCAL     ] No optimal features file found for VIK: ./output/feature-sets/VIK.txt
[2025-10-15T00:00:38.223409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:38.280024] [INFO ] [sig       ] VIK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:38.422389] [INFO ] [LOCAL     ] Saved forecast: VIK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VIK.txt
[2025-10-15T00:00:38.422600] [INFO ] [sig       ] [1677/1812] Completed VIK in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 32.0s
[2025-10-15T00:00:38.422662] [INFO ] [sig       ] [1678/1812] Forecasting VIRT...
[2025-10-15T00:00:38.422718] [INFO ] [sig       ] Generating forecast for: VIRT
[2025-10-15T00:00:38.422753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIRT' from 'https://tdm.silogroup.org/data/derivative_storage/VIRT.csv'.
[2025-10-15T00:00:38.430791] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIRT'.
[2025-10-15T00:00:38.456423] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:38.457151] [DEBUG] [LOCAL     ] No optimal features file found for VIRT: ./output/feature-sets/VIRT.txt
[2025-10-15T00:00:38.457207] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:38.518049] [INFO ] [sig       ] VIRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:38.657582] [INFO ] [LOCAL     ] Saved forecast: VIRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VIRT.txt
[2025-10-15T00:00:38.657826] [INFO ] [sig       ] [1678/1812] Completed VIRT in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 31.8s
[2025-10-15T00:00:38.657881] [INFO ] [sig       ] [1679/1812] Forecasting VIST...
[2025-10-15T00:00:38.657914] [INFO ] [sig       ] Generating forecast for: VIST
[2025-10-15T00:00:38.657945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIST' from 'https://tdm.silogroup.org/data/derivative_storage/VIST.csv'.
[2025-10-15T00:00:38.666299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIST'.
[2025-10-15T00:00:38.691369] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:38.692099] [DEBUG] [LOCAL     ] No optimal features file found for VIST: ./output/feature-sets/VIST.txt
[2025-10-15T00:00:38.692155] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:38.749745] [INFO ] [sig       ] VIST: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:38.911856] [INFO ] [LOCAL     ] Saved forecast: VIST	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VIST.txt
[2025-10-15T00:00:38.912098] [INFO ] [sig       ] [1679/1812] Completed VIST in 0.3s | 4.22 sym/s | Total: 6.6m | ETA: 31.5s
[2025-10-15T00:00:38.912140] [INFO ] [sig       ] [1680/1812] Forecasting VIV...
[2025-10-15T00:00:38.912171] [INFO ] [sig       ] Generating forecast for: VIV
[2025-10-15T00:00:38.912203] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIV' from 'https://tdm.silogroup.org/data/derivative_storage/VIV.csv'.
[2025-10-15T00:00:38.921276] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIV'.
[2025-10-15T00:00:38.945876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:38.946590] [DEBUG] [LOCAL     ] No optimal features file found for VIV: ./output/feature-sets/VIV.txt
[2025-10-15T00:00:38.946666] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:39.001599] [INFO ] [sig       ] VIV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:39.137837] [INFO ] [LOCAL     ] Saved forecast: VIV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VIV.txt
[2025-10-15T00:00:39.138022] [INFO ] [sig       ] [1680/1812] Completed VIV in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 31.3s
[2025-10-15T00:00:39.138062] [INFO ] [sig       ] [1681/1812] Forecasting VKQ...
[2025-10-15T00:00:39.138132] [INFO ] [sig       ] Generating forecast for: VKQ
[2025-10-15T00:00:39.138169] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VKQ' from 'https://tdm.silogroup.org/data/derivative_storage/VKQ.csv'.
[2025-10-15T00:00:39.146218] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VKQ'.
[2025-10-15T00:00:39.170708] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:39.171349] [DEBUG] [LOCAL     ] No optimal features file found for VKQ: ./output/feature-sets/VKQ.txt
[2025-10-15T00:00:39.171401] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:39.228152] [INFO ] [sig       ] VKQ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:39.363670] [INFO ] [LOCAL     ] Saved forecast: VKQ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VKQ.txt
[2025-10-15T00:00:39.363875] [INFO ] [sig       ] [1681/1812] Completed VKQ in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 31.1s
[2025-10-15T00:00:39.363916] [INFO ] [sig       ] [1682/1812] Forecasting VLN...
[2025-10-15T00:00:39.363946] [INFO ] [sig       ] Generating forecast for: VLN
[2025-10-15T00:00:39.363977] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLN' from 'https://tdm.silogroup.org/data/derivative_storage/VLN.csv'.
[2025-10-15T00:00:39.372014] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLN'.
[2025-10-15T00:00:39.396608] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:39.397290] [DEBUG] [LOCAL     ] No optimal features file found for VLN: ./output/feature-sets/VLN.txt
[2025-10-15T00:00:39.397342] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:39.455284] [INFO ] [sig       ] VLN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:39.592240] [INFO ] [LOCAL     ] Saved forecast: VLN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VLN.txt
[2025-10-15T00:00:39.592451] [INFO ] [sig       ] [1682/1812] Completed VLN in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 30.8s
[2025-10-15T00:00:39.592494] [INFO ] [sig       ] [1683/1812] Forecasting VLO...
[2025-10-15T00:00:39.592524] [INFO ] [sig       ] Generating forecast for: VLO
[2025-10-15T00:00:39.592555] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLO' from 'https://tdm.silogroup.org/data/derivative_storage/VLO.csv'.
[2025-10-15T00:00:39.600942] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLO'.
[2025-10-15T00:00:39.625317] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:39.626009] [DEBUG] [LOCAL     ] No optimal features file found for VLO: ./output/feature-sets/VLO.txt
[2025-10-15T00:00:39.626062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:39.682434] [INFO ] [sig       ] VLO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:39.821779] [INFO ] [LOCAL     ] Saved forecast: VLO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VLO.txt
[2025-10-15T00:00:39.821999] [INFO ] [sig       ] [1683/1812] Completed VLO in 0.2s | 4.22 sym/s | Total: 6.6m | ETA: 30.6s
[2025-10-15T00:00:39.822048] [INFO ] [sig       ] [1684/1812] Forecasting VLRS...
[2025-10-15T00:00:39.822081] [INFO ] [sig       ] Generating forecast for: VLRS
[2025-10-15T00:00:39.822112] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLRS' from 'https://tdm.silogroup.org/data/derivative_storage/VLRS.csv'.
[2025-10-15T00:00:39.831210] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLRS'.
[2025-10-15T00:00:39.856271] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:39.856996] [DEBUG] [LOCAL     ] No optimal features file found for VLRS: ./output/feature-sets/VLRS.txt
[2025-10-15T00:00:39.857054] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:39.914021] [INFO ] [sig       ] VLRS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:40.052834] [INFO ] [LOCAL     ] Saved forecast: VLRS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VLRS.txt
[2025-10-15T00:00:40.053093] [INFO ] [sig       ] [1684/1812] Completed VLRS in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 30.3s
[2025-10-15T00:00:40.053135] [INFO ] [sig       ] [1685/1812] Forecasting VLT...
[2025-10-15T00:00:40.053165] [INFO ] [sig       ] Generating forecast for: VLT
[2025-10-15T00:00:40.053195] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLT' from 'https://tdm.silogroup.org/data/derivative_storage/VLT.csv'.
[2025-10-15T00:00:40.062167] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLT'.
[2025-10-15T00:00:40.087134] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:40.087813] [DEBUG] [LOCAL     ] No optimal features file found for VLT: ./output/feature-sets/VLT.txt
[2025-10-15T00:00:40.087866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:40.140799] [INFO ] [sig       ] VLT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:40.278041] [INFO ] [LOCAL     ] Saved forecast: VLT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VLT.txt
[2025-10-15T00:00:40.278274] [INFO ] [sig       ] [1685/1812] Completed VLT in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 30.1s
[2025-10-15T00:00:40.278320] [INFO ] [sig       ] [1686/1812] Forecasting VLTO...
[2025-10-15T00:00:40.278351] [INFO ] [sig       ] Generating forecast for: VLTO
[2025-10-15T00:00:40.278382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLTO' from 'https://tdm.silogroup.org/data/derivative_storage/VLTO.csv'.
[2025-10-15T00:00:40.286566] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLTO'.
[2025-10-15T00:00:40.311255] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:40.312003] [DEBUG] [LOCAL     ] No optimal features file found for VLTO: ./output/feature-sets/VLTO.txt
[2025-10-15T00:00:40.312056] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:40.369509] [INFO ] [sig       ] VLTO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:40.505344] [INFO ] [LOCAL     ] Saved forecast: VLTO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VLTO.txt
[2025-10-15T00:00:40.505523] [INFO ] [sig       ] [1686/1812] Completed VLTO in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 29.9s
[2025-10-15T00:00:40.505563] [INFO ] [sig       ] [1687/1812] Forecasting VMC...
[2025-10-15T00:00:40.505594] [INFO ] [sig       ] Generating forecast for: VMC
[2025-10-15T00:00:40.505623] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMC' from 'https://tdm.silogroup.org/data/derivative_storage/VMC.csv'.
[2025-10-15T00:00:40.514211] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMC'.
[2025-10-15T00:00:40.538566] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:40.539236] [DEBUG] [LOCAL     ] No optimal features file found for VMC: ./output/feature-sets/VMC.txt
[2025-10-15T00:00:40.539290] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:40.596213] [INFO ] [sig       ] VMC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:40.733545] [INFO ] [LOCAL     ] Saved forecast: VMC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VMC.txt
[2025-10-15T00:00:40.733753] [INFO ] [sig       ] [1687/1812] Completed VMC in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 29.6s
[2025-10-15T00:00:40.733815] [INFO ] [sig       ] [1688/1812] Forecasting VMI...
[2025-10-15T00:00:40.733848] [INFO ] [sig       ] Generating forecast for: VMI
[2025-10-15T00:00:40.733879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMI' from 'https://tdm.silogroup.org/data/derivative_storage/VMI.csv'.
[2025-10-15T00:00:40.742079] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMI'.
[2025-10-15T00:00:40.766573] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:40.767275] [DEBUG] [LOCAL     ] No optimal features file found for VMI: ./output/feature-sets/VMI.txt
[2025-10-15T00:00:40.767328] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:40.826914] [INFO ] [sig       ] VMI: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:40.964382] [INFO ] [LOCAL     ] Saved forecast: VMI	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VMI.txt
[2025-10-15T00:00:40.964579] [INFO ] [sig       ] [1688/1812] Completed VMI in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 29.4s
[2025-10-15T00:00:40.964619] [INFO ] [sig       ] [1689/1812] Forecasting VMO...
[2025-10-15T00:00:40.964676] [INFO ] [sig       ] Generating forecast for: VMO
[2025-10-15T00:00:40.964727] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMO' from 'https://tdm.silogroup.org/data/derivative_storage/VMO.csv'.
[2025-10-15T00:00:40.973015] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMO'.
[2025-10-15T00:00:40.997721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:40.998433] [DEBUG] [LOCAL     ] No optimal features file found for VMO: ./output/feature-sets/VMO.txt
[2025-10-15T00:00:40.998487] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:41.057018] [INFO ] [sig       ] VMO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:41.193970] [INFO ] [LOCAL     ] Saved forecast: VMO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VMO.txt
[2025-10-15T00:00:41.194190] [INFO ] [sig       ] [1689/1812] Completed VMO in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 29.2s
[2025-10-15T00:00:41.194230] [INFO ] [sig       ] [1690/1812] Forecasting VNCE...
[2025-10-15T00:00:41.194261] [INFO ] [sig       ] Generating forecast for: VNCE
[2025-10-15T00:00:41.194291] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNCE' from 'https://tdm.silogroup.org/data/derivative_storage/VNCE.csv'.
[2025-10-15T00:00:41.203355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNCE'.
[2025-10-15T00:00:41.228231] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:41.228981] [DEBUG] [LOCAL     ] No optimal features file found for VNCE: ./output/feature-sets/VNCE.txt
[2025-10-15T00:00:41.229034] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:41.285289] [INFO ] [sig       ] VNCE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:41.421437] [INFO ] [LOCAL     ] Saved forecast: VNCE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VNCE.txt
[2025-10-15T00:00:41.421680] [INFO ] [sig       ] [1690/1812] Completed VNCE in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 28.9s
[2025-10-15T00:00:41.421745] [INFO ] [sig       ] [1691/1812] Forecasting VNO...
[2025-10-15T00:00:41.421778] [INFO ] [sig       ] Generating forecast for: VNO
[2025-10-15T00:00:41.421809] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNO' from 'https://tdm.silogroup.org/data/derivative_storage/VNO.csv'.
[2025-10-15T00:00:41.430329] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNO'.
[2025-10-15T00:00:41.454696] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:41.455415] [DEBUG] [LOCAL     ] No optimal features file found for VNO: ./output/feature-sets/VNO.txt
[2025-10-15T00:00:41.455469] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:41.516506] [INFO ] [sig       ] VNO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:41.653531] [INFO ] [LOCAL     ] Saved forecast: VNO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VNO.txt
[2025-10-15T00:00:41.653781] [INFO ] [sig       ] [1691/1812] Completed VNO in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 28.7s
[2025-10-15T00:00:41.653841] [INFO ] [sig       ] [1692/1812] Forecasting VNT...
[2025-10-15T00:00:41.653874] [INFO ] [sig       ] Generating forecast for: VNT
[2025-10-15T00:00:41.653904] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNT' from 'https://tdm.silogroup.org/data/derivative_storage/VNT.csv'.
[2025-10-15T00:00:41.662374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNT'.
[2025-10-15T00:00:41.686743] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:41.687384] [DEBUG] [LOCAL     ] No optimal features file found for VNT: ./output/feature-sets/VNT.txt
[2025-10-15T00:00:41.687436] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:41.745849] [INFO ] [sig       ] VNT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:41.882528] [INFO ] [LOCAL     ] Saved forecast: VNT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VNT.txt
[2025-10-15T00:00:41.882769] [INFO ] [sig       ] [1692/1812] Completed VNT in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 28.4s
[2025-10-15T00:00:41.882828] [INFO ] [sig       ] [1693/1812] Forecasting VOC...
[2025-10-15T00:00:41.882861] [INFO ] [sig       ] Generating forecast for: VOC
[2025-10-15T00:00:41.882892] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VOC' from 'https://tdm.silogroup.org/data/derivative_storage/VOC.csv'.
[2025-10-15T00:00:41.891690] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VOC'.
[2025-10-15T00:00:41.916362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:41.917064] [DEBUG] [LOCAL     ] No optimal features file found for VOC: ./output/feature-sets/VOC.txt
[2025-10-15T00:00:41.917117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:41.971010] [INFO ] [sig       ] VOC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:42.108530] [INFO ] [LOCAL     ] Saved forecast: VOC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VOC.txt
[2025-10-15T00:00:42.108854] [INFO ] [sig       ] [1693/1812] Completed VOC in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 28.2s
[2025-10-15T00:00:42.108915] [INFO ] [sig       ] [1694/1812] Forecasting VOYA...
[2025-10-15T00:00:42.108948] [INFO ] [sig       ] Generating forecast for: VOYA
[2025-10-15T00:00:42.108981] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VOYA' from 'https://tdm.silogroup.org/data/derivative_storage/VOYA.csv'.
[2025-10-15T00:00:42.117432] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VOYA'.
[2025-10-15T00:00:42.142096] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:42.142783] [DEBUG] [LOCAL     ] No optimal features file found for VOYA: ./output/feature-sets/VOYA.txt
[2025-10-15T00:00:42.142837] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:42.197951] [INFO ] [sig       ] VOYA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:42.334021] [INFO ] [LOCAL     ] Saved forecast: VOYA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VOYA.txt
[2025-10-15T00:00:42.334234] [INFO ] [sig       ] [1694/1812] Completed VOYA in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 28.0s
[2025-10-15T00:00:42.334274] [INFO ] [sig       ] [1695/1812] Forecasting VPG...
[2025-10-15T00:00:42.334305] [INFO ] [sig       ] Generating forecast for: VPG
[2025-10-15T00:00:42.334335] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VPG' from 'https://tdm.silogroup.org/data/derivative_storage/VPG.csv'.
[2025-10-15T00:00:42.342620] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VPG'.
[2025-10-15T00:00:42.367068] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:42.367742] [DEBUG] [LOCAL     ] No optimal features file found for VPG: ./output/feature-sets/VPG.txt
[2025-10-15T00:00:42.367796] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:42.423184] [INFO ] [sig       ] VPG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:42.558695] [INFO ] [LOCAL     ] Saved forecast: VPG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VPG.txt
[2025-10-15T00:00:42.558927] [INFO ] [sig       ] [1695/1812] Completed VPG in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 27.7s
[2025-10-15T00:00:42.558969] [INFO ] [sig       ] [1696/1812] Forecasting VPV...
[2025-10-15T00:00:42.559000] [INFO ] [sig       ] Generating forecast for: VPV
[2025-10-15T00:00:42.559030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VPV' from 'https://tdm.silogroup.org/data/derivative_storage/VPV.csv'.
[2025-10-15T00:00:42.568261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VPV'.
[2025-10-15T00:00:42.593150] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:42.593883] [DEBUG] [LOCAL     ] No optimal features file found for VPV: ./output/feature-sets/VPV.txt
[2025-10-15T00:00:42.593944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:42.653191] [INFO ] [sig       ] VPV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:42.796114] [INFO ] [LOCAL     ] Saved forecast: VPV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VPV.txt
[2025-10-15T00:00:42.796362] [INFO ] [sig       ] [1696/1812] Completed VPV in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 27.5s
[2025-10-15T00:00:42.796403] [INFO ] [sig       ] [1697/1812] Forecasting VRE...
[2025-10-15T00:00:42.796433] [INFO ] [sig       ] Generating forecast for: VRE
[2025-10-15T00:00:42.796464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRE' from 'https://tdm.silogroup.org/data/derivative_storage/VRE.csv'.
[2025-10-15T00:00:42.805264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRE'.
[2025-10-15T00:00:42.831306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:42.832019] [DEBUG] [LOCAL     ] No optimal features file found for VRE: ./output/feature-sets/VRE.txt
[2025-10-15T00:00:42.832074] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:42.888629] [INFO ] [sig       ] VRE: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:43.029337] [INFO ] [LOCAL     ] Saved forecast: VRE	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VRE.txt
[2025-10-15T00:00:43.029553] [INFO ] [sig       ] [1697/1812] Completed VRE in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 27.3s
[2025-10-15T00:00:43.029594] [INFO ] [sig       ] [1698/1812] Forecasting VRT...
[2025-10-15T00:00:43.029624] [INFO ] [sig       ] Generating forecast for: VRT
[2025-10-15T00:00:43.029687] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRT' from 'https://tdm.silogroup.org/data/derivative_storage/VRT.csv'.
[2025-10-15T00:00:43.038271] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRT'.
[2025-10-15T00:00:43.063714] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:43.064411] [DEBUG] [LOCAL     ] No optimal features file found for VRT: ./output/feature-sets/VRT.txt
[2025-10-15T00:00:43.064466] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:43.123629] [INFO ] [sig       ] VRT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:43.260248] [INFO ] [LOCAL     ] Saved forecast: VRT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VRT.txt
[2025-10-15T00:00:43.260473] [INFO ] [sig       ] [1698/1812] Completed VRT in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 27.0s
[2025-10-15T00:00:43.260514] [INFO ] [sig       ] [1699/1812] Forecasting VRTS...
[2025-10-15T00:00:43.260545] [INFO ] [sig       ] Generating forecast for: VRTS
[2025-10-15T00:00:43.260575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRTS' from 'https://tdm.silogroup.org/data/derivative_storage/VRTS.csv'.
[2025-10-15T00:00:43.268568] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRTS'.
[2025-10-15T00:00:43.293190] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:43.293884] [DEBUG] [LOCAL     ] No optimal features file found for VRTS: ./output/feature-sets/VRTS.txt
[2025-10-15T00:00:43.293938] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:43.353262] [INFO ] [sig       ] VRTS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:43.489303] [INFO ] [LOCAL     ] Saved forecast: VRTS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VRTS.txt
[2025-10-15T00:00:43.489508] [INFO ] [sig       ] [1699/1812] Completed VRTS in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 26.8s
[2025-10-15T00:00:43.489548] [INFO ] [sig       ] [1700/1812] Forecasting VSCO...
[2025-10-15T00:00:43.489578] [INFO ] [sig       ] Generating forecast for: VSCO
[2025-10-15T00:00:43.489608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSCO' from 'https://tdm.silogroup.org/data/derivative_storage/VSCO.csv'.
[2025-10-15T00:00:43.497866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSCO'.
[2025-10-15T00:00:43.522297] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:43.523018] [DEBUG] [LOCAL     ] No optimal features file found for VSCO: ./output/feature-sets/VSCO.txt
[2025-10-15T00:00:43.523071] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:43.579587] [INFO ] [sig       ] VSCO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:43.714684] [INFO ] [LOCAL     ] Saved forecast: VSCO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VSCO.txt
[2025-10-15T00:00:43.714901] [INFO ] [sig       ] [1700/1812] Completed VSCO in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 26.5s
[2025-10-15T00:00:43.714942] [INFO ] [sig       ] [1701/1812] Forecasting VSH...
[2025-10-15T00:00:43.714973] [INFO ] [sig       ] Generating forecast for: VSH
[2025-10-15T00:00:43.715003] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSH' from 'https://tdm.silogroup.org/data/derivative_storage/VSH.csv'.
[2025-10-15T00:00:43.723208] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSH'.
[2025-10-15T00:00:43.747446] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:43.748199] [DEBUG] [LOCAL     ] No optimal features file found for VSH: ./output/feature-sets/VSH.txt
[2025-10-15T00:00:43.748252] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:43.805708] [INFO ] [sig       ] VSH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:43.941660] [INFO ] [LOCAL     ] Saved forecast: VSH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VSH.txt
[2025-10-15T00:00:43.941890] [INFO ] [sig       ] [1701/1812] Completed VSH in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 26.3s
[2025-10-15T00:00:43.941933] [INFO ] [sig       ] [1702/1812] Forecasting VST...
[2025-10-15T00:00:43.941963] [INFO ] [sig       ] Generating forecast for: VST
[2025-10-15T00:00:43.941993] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VST' from 'https://tdm.silogroup.org/data/derivative_storage/VST.csv'.
[2025-10-15T00:00:43.950406] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VST'.
[2025-10-15T00:00:43.974800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:43.975454] [DEBUG] [LOCAL     ] No optimal features file found for VST: ./output/feature-sets/VST.txt
[2025-10-15T00:00:43.975506] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:44.031293] [INFO ] [sig       ] VST: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:44.167019] [INFO ] [LOCAL     ] Saved forecast: VST	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VST.txt
[2025-10-15T00:00:44.167241] [INFO ] [sig       ] [1702/1812] Completed VST in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 26.1s
[2025-10-15T00:00:44.167282] [INFO ] [sig       ] [1703/1812] Forecasting VSTS...
[2025-10-15T00:00:44.167312] [INFO ] [sig       ] Generating forecast for: VSTS
[2025-10-15T00:00:44.167341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSTS' from 'https://tdm.silogroup.org/data/derivative_storage/VSTS.csv'.
[2025-10-15T00:00:44.175184] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSTS'.
[2025-10-15T00:00:44.199767] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:44.200424] [DEBUG] [LOCAL     ] No optimal features file found for VSTS: ./output/feature-sets/VSTS.txt
[2025-10-15T00:00:44.200476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:44.256420] [INFO ] [sig       ] VSTS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:44.392216] [INFO ] [LOCAL     ] Saved forecast: VSTS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VSTS.txt
[2025-10-15T00:00:44.392431] [INFO ] [sig       ] [1703/1812] Completed VSTS in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 25.8s
[2025-10-15T00:00:44.392472] [INFO ] [sig       ] [1704/1812] Forecasting VTEX...
[2025-10-15T00:00:44.392503] [INFO ] [sig       ] Generating forecast for: VTEX
[2025-10-15T00:00:44.392533] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTEX' from 'https://tdm.silogroup.org/data/derivative_storage/VTEX.csv'.
[2025-10-15T00:00:44.400252] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTEX'.
[2025-10-15T00:00:44.424800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:44.425480] [DEBUG] [LOCAL     ] No optimal features file found for VTEX: ./output/feature-sets/VTEX.txt
[2025-10-15T00:00:44.425533] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:44.485999] [INFO ] [sig       ] VTEX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:44.622276] [INFO ] [LOCAL     ] Saved forecast: VTEX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VTEX.txt
[2025-10-15T00:00:44.622493] [INFO ] [sig       ] [1704/1812] Completed VTEX in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 25.6s
[2025-10-15T00:00:44.622534] [INFO ] [sig       ] [1705/1812] Forecasting VTLE...
[2025-10-15T00:00:44.622564] [INFO ] [sig       ] Generating forecast for: VTLE
[2025-10-15T00:00:44.622594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTLE' from 'https://tdm.silogroup.org/data/derivative_storage/VTLE.csv'.
[2025-10-15T00:00:44.631805] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTLE'.
[2025-10-15T00:00:44.657281] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:44.657976] [DEBUG] [LOCAL     ] No optimal features file found for VTLE: ./output/feature-sets/VTLE.txt
[2025-10-15T00:00:44.658031] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:44.715048] [INFO ] [sig       ] VTLE: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:44.855325] [INFO ] [LOCAL     ] Saved forecast: VTLE	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VTLE.txt
[2025-10-15T00:00:44.855513] [INFO ] [sig       ] [1705/1812] Completed VTLE in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 25.4s
[2025-10-15T00:00:44.855554] [INFO ] [sig       ] [1706/1812] Forecasting VTMX...
[2025-10-15T00:00:44.855584] [INFO ] [sig       ] Generating forecast for: VTMX
[2025-10-15T00:00:44.855614] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTMX' from 'https://tdm.silogroup.org/data/derivative_storage/VTMX.csv'.
[2025-10-15T00:00:44.863912] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTMX'.
[2025-10-15T00:00:44.889675] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:44.890393] [DEBUG] [LOCAL     ] No optimal features file found for VTMX: ./output/feature-sets/VTMX.txt
[2025-10-15T00:00:44.890447] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:44.949222] [INFO ] [sig       ] VTMX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:45.088351] [INFO ] [LOCAL     ] Saved forecast: VTMX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VTMX.txt
[2025-10-15T00:00:45.088554] [INFO ] [sig       ] [1706/1812] Completed VTMX in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 25.1s
[2025-10-15T00:00:45.088595] [INFO ] [sig       ] [1707/1812] Forecasting VTN...
[2025-10-15T00:00:45.088624] [INFO ] [sig       ] Generating forecast for: VTN
[2025-10-15T00:00:45.088696] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTN' from 'https://tdm.silogroup.org/data/derivative_storage/VTN.csv'.
[2025-10-15T00:00:45.096890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTN'.
[2025-10-15T00:00:45.121957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:45.122607] [DEBUG] [LOCAL     ] No optimal features file found for VTN: ./output/feature-sets/VTN.txt
[2025-10-15T00:00:45.122685] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:45.177215] [INFO ] [sig       ] VTN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:45.316796] [INFO ] [LOCAL     ] Saved forecast: VTN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VTN.txt
[2025-10-15T00:00:45.317003] [INFO ] [sig       ] [1707/1812] Completed VTN in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 24.9s
[2025-10-15T00:00:45.317045] [INFO ] [sig       ] [1708/1812] Forecasting VTOL...
[2025-10-15T00:00:45.317075] [INFO ] [sig       ] Generating forecast for: VTOL
[2025-10-15T00:00:45.317105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTOL' from 'https://tdm.silogroup.org/data/derivative_storage/VTOL.csv'.
[2025-10-15T00:00:45.325111] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTOL'.
[2025-10-15T00:00:45.349727] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:45.350374] [DEBUG] [LOCAL     ] No optimal features file found for VTOL: ./output/feature-sets/VTOL.txt
[2025-10-15T00:00:45.350426] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:45.403484] [INFO ] [sig       ] VTOL: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:45.539731] [INFO ] [LOCAL     ] Saved forecast: VTOL	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VTOL.txt
[2025-10-15T00:00:45.539911] [INFO ] [sig       ] [1708/1812] Completed VTOL in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 24.6s
[2025-10-15T00:00:45.539952] [INFO ] [sig       ] [1709/1812] Forecasting VTR...
[2025-10-15T00:00:45.539983] [INFO ] [sig       ] Generating forecast for: VTR
[2025-10-15T00:00:45.540013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTR' from 'https://tdm.silogroup.org/data/derivative_storage/VTR.csv'.
[2025-10-15T00:00:45.547789] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTR'.
[2025-10-15T00:00:45.572759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:45.573400] [DEBUG] [LOCAL     ] No optimal features file found for VTR: ./output/feature-sets/VTR.txt
[2025-10-15T00:00:45.573452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:45.629738] [INFO ] [sig       ] VTR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:45.766183] [INFO ] [LOCAL     ] Saved forecast: VTR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VTR.txt
[2025-10-15T00:00:45.766384] [INFO ] [sig       ] [1709/1812] Completed VTR in 0.2s | 4.22 sym/s | Total: 6.7m | ETA: 24.4s
[2025-10-15T00:00:45.766425] [INFO ] [sig       ] [1710/1812] Forecasting VTS...
[2025-10-15T00:00:45.766457] [INFO ] [sig       ] Generating forecast for: VTS
[2025-10-15T00:00:45.766489] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTS' from 'https://tdm.silogroup.org/data/derivative_storage/VTS.csv'.
[2025-10-15T00:00:45.774469] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTS'.
[2025-10-15T00:00:45.799710] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:45.800373] [DEBUG] [LOCAL     ] No optimal features file found for VTS: ./output/feature-sets/VTS.txt
[2025-10-15T00:00:45.800442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:45.852101] [INFO ] [sig       ] VTS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:45.991059] [INFO ] [LOCAL     ] Saved forecast: VTS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/VTS.txt
[2025-10-15T00:00:45.991256] [INFO ] [sig       ] [1710/1812] Completed VTS in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 24.2s
[2025-10-15T00:00:45.991296] [INFO ] [sig       ] [1711/1812] Forecasting VVR...
[2025-10-15T00:00:45.991325] [INFO ] [sig       ] Generating forecast for: VVR
[2025-10-15T00:00:45.991355] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVR' from 'https://tdm.silogroup.org/data/derivative_storage/VVR.csv'.
[2025-10-15T00:00:45.999467] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVR'.
[2025-10-15T00:00:46.024063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:46.024760] [DEBUG] [LOCAL     ] No optimal features file found for VVR: ./output/feature-sets/VVR.txt
[2025-10-15T00:00:46.024817] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:46.075732] [INFO ] [sig       ] VVR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:46.213369] [INFO ] [LOCAL     ] Saved forecast: VVR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VVR.txt
[2025-10-15T00:00:46.213569] [INFO ] [sig       ] [1711/1812] Completed VVR in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 23.9s
[2025-10-15T00:00:46.213609] [INFO ] [sig       ] [1712/1812] Forecasting VVV...
[2025-10-15T00:00:46.213639] [INFO ] [sig       ] Generating forecast for: VVV
[2025-10-15T00:00:46.213717] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVV' from 'https://tdm.silogroup.org/data/derivative_storage/VVV.csv'.
[2025-10-15T00:00:46.221869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVV'.
[2025-10-15T00:00:46.246282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:46.247008] [DEBUG] [LOCAL     ] No optimal features file found for VVV: ./output/feature-sets/VVV.txt
[2025-10-15T00:00:46.247061] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:46.302454] [INFO ] [sig       ] VVV: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:46.439432] [INFO ] [LOCAL     ] Saved forecast: VVV	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VVV.txt
[2025-10-15T00:00:46.439622] [INFO ] [sig       ] [1712/1812] Completed VVV in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 23.7s
[2025-10-15T00:00:46.439698] [INFO ] [sig       ] [1713/1812] Forecasting VVX...
[2025-10-15T00:00:46.439741] [INFO ] [sig       ] Generating forecast for: VVX
[2025-10-15T00:00:46.439773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVX' from 'https://tdm.silogroup.org/data/derivative_storage/VVX.csv'.
[2025-10-15T00:00:46.447489] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVX'.
[2025-10-15T00:00:46.471951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:46.472596] [DEBUG] [LOCAL     ] No optimal features file found for VVX: ./output/feature-sets/VVX.txt
[2025-10-15T00:00:46.472670] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:46.525199] [INFO ] [sig       ] VVX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:46.663551] [INFO ] [LOCAL     ] Saved forecast: VVX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VVX.txt
[2025-10-15T00:00:46.663809] [INFO ] [sig       ] [1713/1812] Completed VVX in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 23.4s
[2025-10-15T00:00:46.663871] [INFO ] [sig       ] [1714/1812] Forecasting VYX...
[2025-10-15T00:00:46.663914] [INFO ] [sig       ] Generating forecast for: VYX
[2025-10-15T00:00:46.663948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VYX' from 'https://tdm.silogroup.org/data/derivative_storage/VYX.csv'.
[2025-10-15T00:00:46.671842] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VYX'.
[2025-10-15T00:00:46.696298] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:46.697023] [DEBUG] [LOCAL     ] No optimal features file found for VYX: ./output/feature-sets/VYX.txt
[2025-10-15T00:00:46.697077] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:46.750810] [INFO ] [sig       ] VYX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:46.888116] [INFO ] [LOCAL     ] Saved forecast: VYX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VYX.txt
[2025-10-15T00:00:46.888298] [INFO ] [sig       ] [1714/1812] Completed VYX in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 23.2s
[2025-10-15T00:00:46.888339] [INFO ] [sig       ] [1715/1812] Forecasting VZ...
[2025-10-15T00:00:46.888369] [INFO ] [sig       ] Generating forecast for: VZ
[2025-10-15T00:00:46.888444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VZ' from 'https://tdm.silogroup.org/data/derivative_storage/VZ.csv'.
[2025-10-15T00:00:46.896213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VZ'.
[2025-10-15T00:00:46.920801] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:46.921450] [DEBUG] [LOCAL     ] No optimal features file found for VZ: ./output/feature-sets/VZ.txt
[2025-10-15T00:00:46.921503] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:46.976511] [INFO ] [sig       ] VZ: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:47.113986] [INFO ] [LOCAL     ] Saved forecast: VZ	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/VZ.txt
[2025-10-15T00:00:47.114158] [INFO ] [sig       ] [1715/1812] Completed VZ in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 23.0s
[2025-10-15T00:00:47.114198] [INFO ] [sig       ] [1716/1812] Forecasting W...
[2025-10-15T00:00:47.114229] [INFO ] [sig       ] Generating forecast for: W
[2025-10-15T00:00:47.114260] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'W' from 'https://tdm.silogroup.org/data/derivative_storage/W.csv'.
[2025-10-15T00:00:47.122382] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'W'.
[2025-10-15T00:00:47.146905] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:47.147552] [DEBUG] [LOCAL     ] No optimal features file found for W: ./output/feature-sets/W.txt
[2025-10-15T00:00:47.147605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:47.202373] [INFO ] [sig       ] W: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:47.339720] [INFO ] [LOCAL     ] Saved forecast: W	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/W.txt
[2025-10-15T00:00:47.339910] [INFO ] [sig       ] [1716/1812] Completed W in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 22.7s
[2025-10-15T00:00:47.339952] [INFO ] [sig       ] [1717/1812] Forecasting WAB...
[2025-10-15T00:00:47.339983] [INFO ] [sig       ] Generating forecast for: WAB
[2025-10-15T00:00:47.340013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAB' from 'https://tdm.silogroup.org/data/derivative_storage/WAB.csv'.
[2025-10-15T00:00:47.347987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAB'.
[2025-10-15T00:00:47.372311] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:47.373027] [DEBUG] [LOCAL     ] No optimal features file found for WAB: ./output/feature-sets/WAB.txt
[2025-10-15T00:00:47.373094] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:47.427269] [INFO ] [sig       ] WAB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:47.566331] [INFO ] [LOCAL     ] Saved forecast: WAB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WAB.txt
[2025-10-15T00:00:47.566514] [INFO ] [sig       ] [1717/1812] Completed WAB in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 22.5s
[2025-10-15T00:00:47.566554] [INFO ] [sig       ] [1718/1812] Forecasting WAL...
[2025-10-15T00:00:47.566585] [INFO ] [sig       ] Generating forecast for: WAL
[2025-10-15T00:00:47.566615] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAL' from 'https://tdm.silogroup.org/data/derivative_storage/WAL.csv'.
[2025-10-15T00:00:47.574453] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAL'.
[2025-10-15T00:00:47.598948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:47.599615] [DEBUG] [LOCAL     ] No optimal features file found for WAL: ./output/feature-sets/WAL.txt
[2025-10-15T00:00:47.599717] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:47.654113] [INFO ] [sig       ] WAL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:47.790890] [INFO ] [LOCAL     ] Saved forecast: WAL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WAL.txt
[2025-10-15T00:00:47.791066] [INFO ] [sig       ] [1718/1812] Completed WAL in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 22.3s
[2025-10-15T00:00:47.791106] [INFO ] [sig       ] [1719/1812] Forecasting WAT...
[2025-10-15T00:00:47.791137] [INFO ] [sig       ] Generating forecast for: WAT
[2025-10-15T00:00:47.791167] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAT' from 'https://tdm.silogroup.org/data/derivative_storage/WAT.csv'.
[2025-10-15T00:00:47.799863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAT'.
[2025-10-15T00:00:47.831399] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:47.832685] [DEBUG] [LOCAL     ] No optimal features file found for WAT: ./output/feature-sets/WAT.txt
[2025-10-15T00:00:47.832763] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:47.891122] [INFO ] [sig       ] WAT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:48.037565] [INFO ] [LOCAL     ] Saved forecast: WAT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WAT.txt
[2025-10-15T00:00:48.037829] [INFO ] [sig       ] [1719/1812] Completed WAT in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 22.0s
[2025-10-15T00:00:48.037892] [INFO ] [sig       ] [1720/1812] Forecasting WBS...
[2025-10-15T00:00:48.037927] [INFO ] [sig       ] Generating forecast for: WBS
[2025-10-15T00:00:48.037959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WBS' from 'https://tdm.silogroup.org/data/derivative_storage/WBS.csv'.
[2025-10-15T00:00:48.046334] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WBS'.
[2025-10-15T00:00:48.071710] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:48.072410] [DEBUG] [LOCAL     ] No optimal features file found for WBS: ./output/feature-sets/WBS.txt
[2025-10-15T00:00:48.072465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:48.129440] [INFO ] [sig       ] WBS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:48.267947] [INFO ] [LOCAL     ] Saved forecast: WBS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WBS.txt
[2025-10-15T00:00:48.268220] [INFO ] [sig       ] [1720/1812] Completed WBS in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 21.8s
[2025-10-15T00:00:48.268278] [INFO ] [sig       ] [1721/1812] Forecasting WBX...
[2025-10-15T00:00:48.268322] [INFO ] [sig       ] Generating forecast for: WBX
[2025-10-15T00:00:48.268355] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WBX' from 'https://tdm.silogroup.org/data/derivative_storage/WBX.csv'.
[2025-10-15T00:00:48.277004] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WBX'.
[2025-10-15T00:00:48.303500] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:48.304388] [DEBUG] [LOCAL     ] No optimal features file found for WBX: ./output/feature-sets/WBX.txt
[2025-10-15T00:00:48.304443] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:48.368752] [INFO ] [sig       ] WBX: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:48.516472] [INFO ] [LOCAL     ] Saved forecast: WBX	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WBX.txt
[2025-10-15T00:00:48.516768] [INFO ] [sig       ] [1721/1812] Completed WBX in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 21.6s
[2025-10-15T00:00:48.516829] [INFO ] [sig       ] [1722/1812] Forecasting WCC...
[2025-10-15T00:00:48.516863] [INFO ] [sig       ] Generating forecast for: WCC
[2025-10-15T00:00:48.516897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WCC' from 'https://tdm.silogroup.org/data/derivative_storage/WCC.csv'.
[2025-10-15T00:00:48.526402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WCC'.
[2025-10-15T00:00:48.552240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:48.553045] [DEBUG] [LOCAL     ] No optimal features file found for WCC: ./output/feature-sets/WCC.txt
[2025-10-15T00:00:48.553100] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:48.614400] [INFO ] [sig       ] WCC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:48.751743] [INFO ] [LOCAL     ] Saved forecast: WCC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WCC.txt
[2025-10-15T00:00:48.751959] [INFO ] [sig       ] [1722/1812] Completed WCC in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 21.3s
[2025-10-15T00:00:48.752001] [INFO ] [sig       ] [1723/1812] Forecasting WCN...
[2025-10-15T00:00:48.752031] [INFO ] [sig       ] Generating forecast for: WCN
[2025-10-15T00:00:48.752061] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WCN' from 'https://tdm.silogroup.org/data/derivative_storage/WCN.csv'.
[2025-10-15T00:00:48.761630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WCN'.
[2025-10-15T00:00:48.786953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:48.787624] [DEBUG] [LOCAL     ] No optimal features file found for WCN: ./output/feature-sets/WCN.txt
[2025-10-15T00:00:48.787703] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:48.848045] [INFO ] [sig       ] WCN: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:48.984101] [INFO ] [LOCAL     ] Saved forecast: WCN	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WCN.txt
[2025-10-15T00:00:48.984363] [INFO ] [sig       ] [1723/1812] Completed WCN in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 21.1s
[2025-10-15T00:00:48.984408] [INFO ] [sig       ] [1724/1812] Forecasting WD...
[2025-10-15T00:00:48.984440] [INFO ] [sig       ] Generating forecast for: WD
[2025-10-15T00:00:48.984471] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WD' from 'https://tdm.silogroup.org/data/derivative_storage/WD.csv'.
[2025-10-15T00:00:48.993068] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WD'.
[2025-10-15T00:00:49.017504] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:49.018265] [DEBUG] [LOCAL     ] No optimal features file found for WD: ./output/feature-sets/WD.txt
[2025-10-15T00:00:49.018335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:49.073585] [INFO ] [sig       ] WD: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:49.209255] [INFO ] [LOCAL     ] Saved forecast: WD	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WD.txt
[2025-10-15T00:00:49.209467] [INFO ] [sig       ] [1724/1812] Completed WD in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 20.8s
[2025-10-15T00:00:49.209509] [INFO ] [sig       ] [1725/1812] Forecasting WDH...
[2025-10-15T00:00:49.209539] [INFO ] [sig       ] Generating forecast for: WDH
[2025-10-15T00:00:49.209570] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDH' from 'https://tdm.silogroup.org/data/derivative_storage/WDH.csv'.
[2025-10-15T00:00:49.217960] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDH'.
[2025-10-15T00:00:49.242439] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:49.243157] [DEBUG] [LOCAL     ] No optimal features file found for WDH: ./output/feature-sets/WDH.txt
[2025-10-15T00:00:49.243209] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:49.296513] [INFO ] [sig       ] WDH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:49.432853] [INFO ] [LOCAL     ] Saved forecast: WDH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WDH.txt
[2025-10-15T00:00:49.433067] [INFO ] [sig       ] [1725/1812] Completed WDH in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 20.6s
[2025-10-15T00:00:49.433108] [INFO ] [sig       ] [1726/1812] Forecasting WDI...
[2025-10-15T00:00:49.433139] [INFO ] [sig       ] Generating forecast for: WDI
[2025-10-15T00:00:49.433169] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDI' from 'https://tdm.silogroup.org/data/derivative_storage/WDI.csv'.
[2025-10-15T00:00:49.441367] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDI'.
[2025-10-15T00:00:49.465604] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:49.466330] [DEBUG] [LOCAL     ] No optimal features file found for WDI: ./output/feature-sets/WDI.txt
[2025-10-15T00:00:49.466383] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:49.518673] [INFO ] [sig       ] WDI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:49.657258] [INFO ] [LOCAL     ] Saved forecast: WDI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WDI.txt
[2025-10-15T00:00:49.657478] [INFO ] [sig       ] [1726/1812] Completed WDI in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 20.4s
[2025-10-15T00:00:49.657518] [INFO ] [sig       ] [1727/1812] Forecasting WDS...
[2025-10-15T00:00:49.657549] [INFO ] [sig       ] Generating forecast for: WDS
[2025-10-15T00:00:49.657580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDS' from 'https://tdm.silogroup.org/data/derivative_storage/WDS.csv'.
[2025-10-15T00:00:49.665883] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDS'.
[2025-10-15T00:00:49.690284] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:49.691002] [DEBUG] [LOCAL     ] No optimal features file found for WDS: ./output/feature-sets/WDS.txt
[2025-10-15T00:00:49.691055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:49.744940] [INFO ] [sig       ] WDS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:49.880942] [INFO ] [LOCAL     ] Saved forecast: WDS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WDS.txt
[2025-10-15T00:00:49.881168] [INFO ] [sig       ] [1727/1812] Completed WDS in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 20.1s
[2025-10-15T00:00:49.881253] [INFO ] [sig       ] [1728/1812] Forecasting WEA...
[2025-10-15T00:00:49.881319] [INFO ] [sig       ] Generating forecast for: WEA
[2025-10-15T00:00:49.881354] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEA' from 'https://tdm.silogroup.org/data/derivative_storage/WEA.csv'.
[2025-10-15T00:00:49.889308] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEA'.
[2025-10-15T00:00:49.913707] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:49.914382] [DEBUG] [LOCAL     ] No optimal features file found for WEA: ./output/feature-sets/WEA.txt
[2025-10-15T00:00:49.914434] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:49.964967] [INFO ] [sig       ] WEA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:50.102167] [INFO ] [LOCAL     ] Saved forecast: WEA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WEA.txt
[2025-10-15T00:00:50.102404] [INFO ] [sig       ] [1728/1812] Completed WEA in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 19.9s
[2025-10-15T00:00:50.102445] [INFO ] [sig       ] [1729/1812] Forecasting WEAV...
[2025-10-15T00:00:50.102476] [INFO ] [sig       ] Generating forecast for: WEAV
[2025-10-15T00:00:50.102507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEAV' from 'https://tdm.silogroup.org/data/derivative_storage/WEAV.csv'.
[2025-10-15T00:00:50.111405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEAV'.
[2025-10-15T00:00:50.136578] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:50.137444] [DEBUG] [LOCAL     ] No optimal features file found for WEAV: ./output/feature-sets/WEAV.txt
[2025-10-15T00:00:50.137499] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:50.189300] [INFO ] [sig       ] WEAV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:50.325302] [INFO ] [LOCAL     ] Saved forecast: WEAV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WEAV.txt
[2025-10-15T00:00:50.325507] [INFO ] [sig       ] [1729/1812] Completed WEAV in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 19.7s
[2025-10-15T00:00:50.325547] [INFO ] [sig       ] [1730/1812] Forecasting WEC...
[2025-10-15T00:00:50.325577] [INFO ] [sig       ] Generating forecast for: WEC
[2025-10-15T00:00:50.325608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEC' from 'https://tdm.silogroup.org/data/derivative_storage/WEC.csv'.
[2025-10-15T00:00:50.334001] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEC'.
[2025-10-15T00:00:50.358544] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:50.359261] [DEBUG] [LOCAL     ] No optimal features file found for WEC: ./output/feature-sets/WEC.txt
[2025-10-15T00:00:50.359314] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:50.412240] [INFO ] [sig       ] WEC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:50.548696] [INFO ] [LOCAL     ] Saved forecast: WEC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WEC.txt
[2025-10-15T00:00:50.548916] [INFO ] [sig       ] [1730/1812] Completed WEC in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 19.4s
[2025-10-15T00:00:50.548958] [INFO ] [sig       ] [1731/1812] Forecasting WELL...
[2025-10-15T00:00:50.548988] [INFO ] [sig       ] Generating forecast for: WELL
[2025-10-15T00:00:50.549019] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WELL' from 'https://tdm.silogroup.org/data/derivative_storage/WELL.csv'.
[2025-10-15T00:00:50.557893] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WELL'.
[2025-10-15T00:00:50.583021] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:50.583806] [DEBUG] [LOCAL     ] No optimal features file found for WELL: ./output/feature-sets/WELL.txt
[2025-10-15T00:00:50.583877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:50.643068] [INFO ] [sig       ] WELL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:50.829989] [INFO ] [LOCAL     ] Saved forecast: WELL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WELL.txt
[2025-10-15T00:00:50.830195] [INFO ] [sig       ] [1731/1812] Completed WELL in 0.3s | 4.22 sym/s | Total: 6.8m | ETA: 19.2s
[2025-10-15T00:00:50.830237] [INFO ] [sig       ] [1732/1812] Forecasting WES...
[2025-10-15T00:00:50.830269] [INFO ] [sig       ] Generating forecast for: WES
[2025-10-15T00:00:50.830299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WES' from 'https://tdm.silogroup.org/data/derivative_storage/WES.csv'.
[2025-10-15T00:00:50.839099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WES'.
[2025-10-15T00:00:50.863938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:50.864601] [DEBUG] [LOCAL     ] No optimal features file found for WES: ./output/feature-sets/WES.txt
[2025-10-15T00:00:50.864685] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:50.917600] [INFO ] [sig       ] WES: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:51.054040] [INFO ] [LOCAL     ] Saved forecast: WES	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WES.txt
[2025-10-15T00:00:51.054233] [INFO ] [sig       ] [1732/1812] Completed WES in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 18.9s
[2025-10-15T00:00:51.054274] [INFO ] [sig       ] [1733/1812] Forecasting WEX...
[2025-10-15T00:00:51.054305] [INFO ] [sig       ] Generating forecast for: WEX
[2025-10-15T00:00:51.054336] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEX' from 'https://tdm.silogroup.org/data/derivative_storage/WEX.csv'.
[2025-10-15T00:00:51.063192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEX'.
[2025-10-15T00:00:51.087803] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:51.088522] [DEBUG] [LOCAL     ] No optimal features file found for WEX: ./output/feature-sets/WEX.txt
[2025-10-15T00:00:51.088577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:51.142661] [INFO ] [sig       ] WEX: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:51.278825] [INFO ] [LOCAL     ] Saved forecast: WEX	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WEX.txt
[2025-10-15T00:00:51.279021] [INFO ] [sig       ] [1733/1812] Completed WEX in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 18.7s
[2025-10-15T00:00:51.279062] [INFO ] [sig       ] [1734/1812] Forecasting WF...
[2025-10-15T00:00:51.279093] [INFO ] [sig       ] Generating forecast for: WF
[2025-10-15T00:00:51.279124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WF' from 'https://tdm.silogroup.org/data/derivative_storage/WF.csv'.
[2025-10-15T00:00:51.287150] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'WF'.
[2025-10-15T00:00:51.311880] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:51.312527] [DEBUG] [LOCAL     ] No optimal features file found for WF: ./output/feature-sets/WF.txt
[2025-10-15T00:00:51.312580] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:51.368004] [INFO ] [sig       ] WF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:51.504129] [INFO ] [LOCAL     ] Saved forecast: WF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WF.txt
[2025-10-15T00:00:51.504350] [INFO ] [sig       ] [1734/1812] Completed WF in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 18.5s
[2025-10-15T00:00:51.504420] [INFO ] [sig       ] [1735/1812] Forecasting WFC...
[2025-10-15T00:00:51.504453] [INFO ] [sig       ] Generating forecast for: WFC
[2025-10-15T00:00:51.504484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WFC' from 'https://tdm.silogroup.org/data/derivative_storage/WFC.csv'.
[2025-10-15T00:00:51.514243] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WFC'.
[2025-10-15T00:00:51.543886] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:51.544791] [DEBUG] [LOCAL     ] No optimal features file found for WFC: ./output/feature-sets/WFC.txt
[2025-10-15T00:00:51.544846] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:51.606258] [INFO ] [sig       ] WFC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:51.745362] [INFO ] [LOCAL     ] Saved forecast: WFC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WFC.txt
[2025-10-15T00:00:51.745595] [INFO ] [sig       ] [1735/1812] Completed WFC in 0.2s | 4.22 sym/s | Total: 6.8m | ETA: 18.2s
[2025-10-15T00:00:51.745664] [INFO ] [sig       ] [1736/1812] Forecasting WFG...
[2025-10-15T00:00:51.745722] [INFO ] [sig       ] Generating forecast for: WFG
[2025-10-15T00:00:51.745758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WFG' from 'https://tdm.silogroup.org/data/derivative_storage/WFG.csv'.
[2025-10-15T00:00:51.755391] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WFG'.
[2025-10-15T00:00:51.780380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:51.781107] [DEBUG] [LOCAL     ] No optimal features file found for WFG: ./output/feature-sets/WFG.txt
[2025-10-15T00:00:51.781160] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:51.845073] [INFO ] [sig       ] WFG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:51.984252] [INFO ] [LOCAL     ] Saved forecast: WFG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WFG.txt
[2025-10-15T00:00:51.984443] [INFO ] [sig       ] [1736/1812] Completed WFG in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 18.0s
[2025-10-15T00:00:51.984484] [INFO ] [sig       ] [1737/1812] Forecasting WGO...
[2025-10-15T00:00:51.984514] [INFO ] [sig       ] Generating forecast for: WGO
[2025-10-15T00:00:51.984545] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WGO' from 'https://tdm.silogroup.org/data/derivative_storage/WGO.csv'.
[2025-10-15T00:00:51.993590] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WGO'.
[2025-10-15T00:00:52.018437] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:52.019177] [DEBUG] [LOCAL     ] No optimal features file found for WGO: ./output/feature-sets/WGO.txt
[2025-10-15T00:00:52.019230] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:52.086975] [INFO ] [sig       ] WGO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:52.230139] [INFO ] [LOCAL     ] Saved forecast: WGO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WGO.txt
[2025-10-15T00:00:52.230342] [INFO ] [sig       ] [1737/1812] Completed WGO in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 17.8s
[2025-10-15T00:00:52.230383] [INFO ] [sig       ] [1738/1812] Forecasting WH...
[2025-10-15T00:00:52.230415] [INFO ] [sig       ] Generating forecast for: WH
[2025-10-15T00:00:52.230446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WH' from 'https://tdm.silogroup.org/data/derivative_storage/WH.csv'.
[2025-10-15T00:00:52.239968] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WH'.
[2025-10-15T00:00:52.265322] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:52.266188] [DEBUG] [LOCAL     ] No optimal features file found for WH: ./output/feature-sets/WH.txt
[2025-10-15T00:00:52.266246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:52.329868] [INFO ] [sig       ] WH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:52.466763] [INFO ] [LOCAL     ] Saved forecast: WH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WH.txt
[2025-10-15T00:00:52.466976] [INFO ] [sig       ] [1738/1812] Completed WH in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 17.5s
[2025-10-15T00:00:52.467019] [INFO ] [sig       ] [1739/1812] Forecasting WHD...
[2025-10-15T00:00:52.467051] [INFO ] [sig       ] Generating forecast for: WHD
[2025-10-15T00:00:52.467081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHD' from 'https://tdm.silogroup.org/data/derivative_storage/WHD.csv'.
[2025-10-15T00:00:52.476611] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WHD'.
[2025-10-15T00:00:52.502897] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:52.503594] [DEBUG] [LOCAL     ] No optimal features file found for WHD: ./output/feature-sets/WHD.txt
[2025-10-15T00:00:52.503671] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:52.571564] [INFO ] [sig       ] WHD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:52.714008] [INFO ] [LOCAL     ] Saved forecast: WHD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WHD.txt
[2025-10-15T00:00:52.714267] [INFO ] [sig       ] [1739/1812] Completed WHD in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 17.3s
[2025-10-15T00:00:52.714311] [INFO ] [sig       ] [1740/1812] Forecasting WHG...
[2025-10-15T00:00:52.714341] [INFO ] [sig       ] Generating forecast for: WHG
[2025-10-15T00:00:52.714372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHG' from 'https://tdm.silogroup.org/data/derivative_storage/WHG.csv'.
[2025-10-15T00:00:52.725611] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'WHG'.
[2025-10-15T00:00:52.750555] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:52.751256] [DEBUG] [LOCAL     ] No optimal features file found for WHG: ./output/feature-sets/WHG.txt
[2025-10-15T00:00:52.751311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:52.813055] [INFO ] [sig       ] WHG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:52.948881] [INFO ] [LOCAL     ] Saved forecast: WHG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WHG.txt
[2025-10-15T00:00:52.949150] [INFO ] [sig       ] [1740/1812] Completed WHG in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 17.0s
[2025-10-15T00:00:52.949197] [INFO ] [sig       ] [1741/1812] Forecasting WHR...
[2025-10-15T00:00:52.949229] [INFO ] [sig       ] Generating forecast for: WHR
[2025-10-15T00:00:52.949259] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHR' from 'https://tdm.silogroup.org/data/derivative_storage/WHR.csv'.
[2025-10-15T00:00:52.957904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WHR'.
[2025-10-15T00:00:52.982752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:52.983438] [DEBUG] [LOCAL     ] No optimal features file found for WHR: ./output/feature-sets/WHR.txt
[2025-10-15T00:00:52.983490] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:53.043134] [INFO ] [sig       ] WHR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:53.179403] [INFO ] [LOCAL     ] Saved forecast: WHR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WHR.txt
[2025-10-15T00:00:53.179660] [INFO ] [sig       ] [1741/1812] Completed WHR in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 16.8s
[2025-10-15T00:00:53.179743] [INFO ] [sig       ] [1742/1812] Forecasting WIA...
[2025-10-15T00:00:53.179795] [INFO ] [sig       ] Generating forecast for: WIA
[2025-10-15T00:00:53.179829] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIA' from 'https://tdm.silogroup.org/data/derivative_storage/WIA.csv'.
[2025-10-15T00:00:53.187909] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIA'.
[2025-10-15T00:00:53.212779] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:53.213469] [DEBUG] [LOCAL     ] No optimal features file found for WIA: ./output/feature-sets/WIA.txt
[2025-10-15T00:00:53.213521] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:53.267330] [INFO ] [sig       ] WIA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:53.403254] [INFO ] [LOCAL     ] Saved forecast: WIA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WIA.txt
[2025-10-15T00:00:53.403460] [INFO ] [sig       ] [1742/1812] Completed WIA in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 16.6s
[2025-10-15T00:00:53.403501] [INFO ] [sig       ] [1743/1812] Forecasting WINN...
[2025-10-15T00:00:53.403533] [INFO ] [sig       ] Generating forecast for: WINN
[2025-10-15T00:00:53.403564] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WINN' from 'https://tdm.silogroup.org/data/derivative_storage/WINN.csv'.
[2025-10-15T00:00:53.411629] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'WINN'.
[2025-10-15T00:00:53.436299] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:53.437009] [DEBUG] [LOCAL     ] No optimal features file found for WINN: ./output/feature-sets/WINN.txt
[2025-10-15T00:00:53.437062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:53.490427] [INFO ] [sig       ] WINN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:53.627591] [INFO ] [LOCAL     ] Saved forecast: WINN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WINN.txt
[2025-10-15T00:00:53.627821] [INFO ] [sig       ] [1743/1812] Completed WINN in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 16.3s
[2025-10-15T00:00:53.627874] [INFO ] [sig       ] [1744/1812] Forecasting WIT...
[2025-10-15T00:00:53.627907] [INFO ] [sig       ] Generating forecast for: WIT
[2025-10-15T00:00:53.627939] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIT' from 'https://tdm.silogroup.org/data/derivative_storage/WIT.csv'.
[2025-10-15T00:00:53.635809] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIT'.
[2025-10-15T00:00:53.660306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:53.661005] [DEBUG] [LOCAL     ] No optimal features file found for WIT: ./output/feature-sets/WIT.txt
[2025-10-15T00:00:53.661058] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:53.719046] [INFO ] [sig       ] WIT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:53.855100] [INFO ] [LOCAL     ] Saved forecast: WIT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WIT.txt
[2025-10-15T00:00:53.855325] [INFO ] [sig       ] [1744/1812] Completed WIT in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 16.1s
[2025-10-15T00:00:53.855367] [INFO ] [sig       ] [1745/1812] Forecasting WIW...
[2025-10-15T00:00:53.855398] [INFO ] [sig       ] Generating forecast for: WIW
[2025-10-15T00:00:53.855429] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIW' from 'https://tdm.silogroup.org/data/derivative_storage/WIW.csv'.
[2025-10-15T00:00:53.864271] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIW'.
[2025-10-15T00:00:53.889267] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:53.890007] [DEBUG] [LOCAL     ] No optimal features file found for WIW: ./output/feature-sets/WIW.txt
[2025-10-15T00:00:53.890064] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:53.946543] [INFO ] [sig       ] WIW: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:54.083914] [INFO ] [LOCAL     ] Saved forecast: WIW	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WIW.txt
[2025-10-15T00:00:54.084138] [INFO ] [sig       ] [1745/1812] Completed WIW in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 15.9s
[2025-10-15T00:00:54.084178] [INFO ] [sig       ] [1746/1812] Forecasting WK...
[2025-10-15T00:00:54.084208] [INFO ] [sig       ] Generating forecast for: WK
[2025-10-15T00:00:54.084238] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WK' from 'https://tdm.silogroup.org/data/derivative_storage/WK.csv'.
[2025-10-15T00:00:54.092536] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WK'.
[2025-10-15T00:00:54.116893] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:54.117548] [DEBUG] [LOCAL     ] No optimal features file found for WK: ./output/feature-sets/WK.txt
[2025-10-15T00:00:54.117600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:54.174102] [INFO ] [sig       ] WK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:54.309500] [INFO ] [LOCAL     ] Saved forecast: WK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WK.txt
[2025-10-15T00:00:54.309736] [INFO ] [sig       ] [1746/1812] Completed WK in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 15.6s
[2025-10-15T00:00:54.309795] [INFO ] [sig       ] [1747/1812] Forecasting WKC...
[2025-10-15T00:00:54.309828] [INFO ] [sig       ] Generating forecast for: WKC
[2025-10-15T00:00:54.309858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WKC' from 'https://tdm.silogroup.org/data/derivative_storage/WKC.csv'.
[2025-10-15T00:00:54.318500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WKC'.
[2025-10-15T00:00:54.344116] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:54.344849] [DEBUG] [LOCAL     ] No optimal features file found for WKC: ./output/feature-sets/WKC.txt
[2025-10-15T00:00:54.344901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:54.400016] [INFO ] [sig       ] WKC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:54.536086] [INFO ] [LOCAL     ] Saved forecast: WKC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WKC.txt
[2025-10-15T00:00:54.536261] [INFO ] [sig       ] [1747/1812] Completed WKC in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 15.4s
[2025-10-15T00:00:54.536301] [INFO ] [sig       ] [1748/1812] Forecasting WLK...
[2025-10-15T00:00:54.536333] [INFO ] [sig       ] Generating forecast for: WLK
[2025-10-15T00:00:54.536363] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLK' from 'https://tdm.silogroup.org/data/derivative_storage/WLK.csv'.
[2025-10-15T00:00:54.544512] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLK'.
[2025-10-15T00:00:54.569001] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:54.569670] [DEBUG] [LOCAL     ] No optimal features file found for WLK: ./output/feature-sets/WLK.txt
[2025-10-15T00:00:54.569727] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:54.625531] [INFO ] [sig       ] WLK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:54.762085] [INFO ] [LOCAL     ] Saved forecast: WLK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WLK.txt
[2025-10-15T00:00:54.762268] [INFO ] [sig       ] [1748/1812] Completed WLK in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 15.2s
[2025-10-15T00:00:54.762316] [INFO ] [sig       ] [1749/1812] Forecasting WLKP...
[2025-10-15T00:00:54.762349] [INFO ] [sig       ] Generating forecast for: WLKP
[2025-10-15T00:00:54.762379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLKP' from 'https://tdm.silogroup.org/data/derivative_storage/WLKP.csv'.
[2025-10-15T00:00:54.770564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLKP'.
[2025-10-15T00:00:54.795002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:54.795663] [DEBUG] [LOCAL     ] No optimal features file found for WLKP: ./output/feature-sets/WLKP.txt
[2025-10-15T00:00:54.795722] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:54.852965] [INFO ] [sig       ] WLKP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:54.989324] [INFO ] [LOCAL     ] Saved forecast: WLKP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WLKP.txt
[2025-10-15T00:00:54.989518] [INFO ] [sig       ] [1749/1812] Completed WLKP in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 14.9s
[2025-10-15T00:00:54.989559] [INFO ] [sig       ] [1750/1812] Forecasting WLY...
[2025-10-15T00:00:54.989591] [INFO ] [sig       ] Generating forecast for: WLY
[2025-10-15T00:00:54.989621] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLY' from 'https://tdm.silogroup.org/data/derivative_storage/WLY.csv'.
[2025-10-15T00:00:54.998060] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLY'.
[2025-10-15T00:00:55.022453] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:55.023173] [DEBUG] [LOCAL     ] No optimal features file found for WLY: ./output/feature-sets/WLY.txt
[2025-10-15T00:00:55.023231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:55.078607] [INFO ] [sig       ] WLY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:55.215725] [INFO ] [LOCAL     ] Saved forecast: WLY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WLY.txt
[2025-10-15T00:00:55.215894] [INFO ] [sig       ] [1750/1812] Completed WLY in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 14.7s
[2025-10-15T00:00:55.215936] [INFO ] [sig       ] [1751/1812] Forecasting WM...
[2025-10-15T00:00:55.215967] [INFO ] [sig       ] Generating forecast for: WM
[2025-10-15T00:00:55.215997] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WM' from 'https://tdm.silogroup.org/data/derivative_storage/WM.csv'.
[2025-10-15T00:00:55.224036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WM'.
[2025-10-15T00:00:55.248446] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:55.249121] [DEBUG] [LOCAL     ] No optimal features file found for WM: ./output/feature-sets/WM.txt
[2025-10-15T00:00:55.249174] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:55.304196] [INFO ] [sig       ] WM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:55.444639] [INFO ] [LOCAL     ] Saved forecast: WM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WM.txt
[2025-10-15T00:00:55.444878] [INFO ] [sig       ] [1751/1812] Completed WM in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 14.4s
[2025-10-15T00:00:55.444937] [INFO ] [sig       ] [1752/1812] Forecasting WMB...
[2025-10-15T00:00:55.444971] [INFO ] [sig       ] Generating forecast for: WMB
[2025-10-15T00:00:55.445002] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMB' from 'https://tdm.silogroup.org/data/derivative_storage/WMB.csv'.
[2025-10-15T00:00:55.453462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMB'.
[2025-10-15T00:00:55.477876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:55.478560] [DEBUG] [LOCAL     ] No optimal features file found for WMB: ./output/feature-sets/WMB.txt
[2025-10-15T00:00:55.478613] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:55.532169] [INFO ] [sig       ] WMB: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:55.670740] [INFO ] [LOCAL     ] Saved forecast: WMB	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WMB.txt
[2025-10-15T00:00:55.670942] [INFO ] [sig       ] [1752/1812] Completed WMB in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 14.2s
[2025-10-15T00:00:55.670983] [INFO ] [sig       ] [1753/1812] Forecasting WMK...
[2025-10-15T00:00:55.671014] [INFO ] [sig       ] Generating forecast for: WMK
[2025-10-15T00:00:55.671060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMK' from 'https://tdm.silogroup.org/data/derivative_storage/WMK.csv'.
[2025-10-15T00:00:55.678959] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMK'.
[2025-10-15T00:00:55.704221] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:55.704958] [DEBUG] [LOCAL     ] No optimal features file found for WMK: ./output/feature-sets/WMK.txt
[2025-10-15T00:00:55.705020] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:55.770289] [INFO ] [sig       ] WMK: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:55.911266] [INFO ] [LOCAL     ] Saved forecast: WMK	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WMK.txt
[2025-10-15T00:00:55.911455] [INFO ] [sig       ] [1753/1812] Completed WMK in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 14.0s
[2025-10-15T00:00:55.911495] [INFO ] [sig       ] [1754/1812] Forecasting WMS...
[2025-10-15T00:00:55.911526] [INFO ] [sig       ] Generating forecast for: WMS
[2025-10-15T00:00:55.911557] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMS' from 'https://tdm.silogroup.org/data/derivative_storage/WMS.csv'.
[2025-10-15T00:00:55.919929] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMS'.
[2025-10-15T00:00:55.944418] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:55.945105] [DEBUG] [LOCAL     ] No optimal features file found for WMS: ./output/feature-sets/WMS.txt
[2025-10-15T00:00:55.945158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:55.999608] [INFO ] [sig       ] WMS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:56.135632] [INFO ] [LOCAL     ] Saved forecast: WMS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WMS.txt
[2025-10-15T00:00:56.135835] [INFO ] [sig       ] [1754/1812] Completed WMS in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 13.7s
[2025-10-15T00:00:56.135878] [INFO ] [sig       ] [1755/1812] Forecasting WMT...
[2025-10-15T00:00:56.135909] [INFO ] [sig       ] Generating forecast for: WMT
[2025-10-15T00:00:56.135939] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMT' from 'https://tdm.silogroup.org/data/derivative_storage/WMT.csv'.
[2025-10-15T00:00:56.144296] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMT'.
[2025-10-15T00:00:56.168891] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:56.169542] [DEBUG] [LOCAL     ] No optimal features file found for WMT: ./output/feature-sets/WMT.txt
[2025-10-15T00:00:56.169594] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:56.224414] [INFO ] [sig       ] WMT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:56.360763] [INFO ] [LOCAL     ] Saved forecast: WMT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WMT.txt
[2025-10-15T00:00:56.360940] [INFO ] [sig       ] [1755/1812] Completed WMT in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 13.5s
[2025-10-15T00:00:56.360982] [INFO ] [sig       ] [1756/1812] Forecasting WNC...
[2025-10-15T00:00:56.361012] [INFO ] [sig       ] Generating forecast for: WNC
[2025-10-15T00:00:56.361042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WNC' from 'https://tdm.silogroup.org/data/derivative_storage/WNC.csv'.
[2025-10-15T00:00:56.370169] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WNC'.
[2025-10-15T00:00:56.394911] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:56.395553] [DEBUG] [LOCAL     ] No optimal features file found for WNC: ./output/feature-sets/WNC.txt
[2025-10-15T00:00:56.395606] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:56.450382] [INFO ] [sig       ] WNC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:56.587988] [INFO ] [LOCAL     ] Saved forecast: WNC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WNC.txt
[2025-10-15T00:00:56.588179] [INFO ] [sig       ] [1756/1812] Completed WNC in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 13.3s
[2025-10-15T00:00:56.588238] [INFO ] [sig       ] [1757/1812] Forecasting WNS...
[2025-10-15T00:00:56.588272] [INFO ] [sig       ] Generating forecast for: WNS
[2025-10-15T00:00:56.588303] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WNS' from 'https://tdm.silogroup.org/data/derivative_storage/WNS.csv'.
[2025-10-15T00:00:56.596235] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WNS'.
[2025-10-15T00:00:56.620694] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:56.621339] [DEBUG] [LOCAL     ] No optimal features file found for WNS: ./output/feature-sets/WNS.txt
[2025-10-15T00:00:56.621392] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:56.673199] [INFO ] [sig       ] WNS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:56.809301] [INFO ] [LOCAL     ] Saved forecast: WNS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WNS.txt
[2025-10-15T00:00:56.809502] [INFO ] [sig       ] [1757/1812] Completed WNS in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 13.0s
[2025-10-15T00:00:56.809543] [INFO ] [sig       ] [1758/1812] Forecasting WOLF...
[2025-10-15T00:00:56.809574] [INFO ] [sig       ] Generating forecast for: WOLF
[2025-10-15T00:00:56.809604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOLF' from 'https://tdm.silogroup.org/data/derivative_storage/WOLF.csv'.
[2025-10-15T00:00:56.819808] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOLF'.
[2025-10-15T00:00:56.847179] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:56.847929] [DEBUG] [LOCAL     ] No optimal features file found for WOLF: ./output/feature-sets/WOLF.txt
[2025-10-15T00:00:56.847983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:56.909343] [INFO ] [sig       ] WOLF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:57.046015] [INFO ] [LOCAL     ] Saved forecast: WOLF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WOLF.txt
[2025-10-15T00:00:57.046222] [INFO ] [sig       ] [1758/1812] Completed WOLF in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 12.8s
[2025-10-15T00:00:57.046263] [INFO ] [sig       ] [1759/1812] Forecasting WOR...
[2025-10-15T00:00:57.046294] [INFO ] [sig       ] Generating forecast for: WOR
[2025-10-15T00:00:57.046325] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOR' from 'https://tdm.silogroup.org/data/derivative_storage/WOR.csv'.
[2025-10-15T00:00:57.055598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOR'.
[2025-10-15T00:00:57.080216] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:57.080941] [DEBUG] [LOCAL     ] No optimal features file found for WOR: ./output/feature-sets/WOR.txt
[2025-10-15T00:00:57.080995] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:57.136710] [INFO ] [sig       ] WOR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:57.272204] [INFO ] [LOCAL     ] Saved forecast: WOR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WOR.txt
[2025-10-15T00:00:57.272431] [INFO ] [sig       ] [1759/1812] Completed WOR in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 12.5s
[2025-10-15T00:00:57.272472] [INFO ] [sig       ] [1760/1812] Forecasting WOW...
[2025-10-15T00:00:57.272502] [INFO ] [sig       ] Generating forecast for: WOW
[2025-10-15T00:00:57.272531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOW' from 'https://tdm.silogroup.org/data/derivative_storage/WOW.csv'.
[2025-10-15T00:00:57.280694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOW'.
[2025-10-15T00:00:57.305025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:57.305748] [DEBUG] [LOCAL     ] No optimal features file found for WOW: ./output/feature-sets/WOW.txt
[2025-10-15T00:00:57.305802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:57.359909] [INFO ] [sig       ] WOW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:57.501250] [INFO ] [LOCAL     ] Saved forecast: WOW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WOW.txt
[2025-10-15T00:00:57.501469] [INFO ] [sig       ] [1760/1812] Completed WOW in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 12.3s
[2025-10-15T00:00:57.501510] [INFO ] [sig       ] [1761/1812] Forecasting WPC...
[2025-10-15T00:00:57.501541] [INFO ] [sig       ] Generating forecast for: WPC
[2025-10-15T00:00:57.501572] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPC' from 'https://tdm.silogroup.org/data/derivative_storage/WPC.csv'.
[2025-10-15T00:00:57.510566] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPC'.
[2025-10-15T00:00:57.535535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:57.536213] [DEBUG] [LOCAL     ] No optimal features file found for WPC: ./output/feature-sets/WPC.txt
[2025-10-15T00:00:57.536266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:57.592807] [INFO ] [sig       ] WPC: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:57.729745] [INFO ] [LOCAL     ] Saved forecast: WPC	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WPC.txt
[2025-10-15T00:00:57.729959] [INFO ] [sig       ] [1761/1812] Completed WPC in 0.2s | 4.22 sym/s | Total: 6.9m | ETA: 12.1s
[2025-10-15T00:00:57.729999] [INFO ] [sig       ] [1762/1812] Forecasting WPM...
[2025-10-15T00:00:57.730030] [INFO ] [sig       ] Generating forecast for: WPM
[2025-10-15T00:00:57.730060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPM' from 'https://tdm.silogroup.org/data/derivative_storage/WPM.csv'.
[2025-10-15T00:00:57.738360] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPM'.
[2025-10-15T00:00:57.763131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:57.763854] [DEBUG] [LOCAL     ] No optimal features file found for WPM: ./output/feature-sets/WPM.txt
[2025-10-15T00:00:57.763907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:57.820545] [INFO ] [sig       ] WPM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:57.956572] [INFO ] [LOCAL     ] Saved forecast: WPM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WPM.txt
[2025-10-15T00:00:57.956835] [INFO ] [sig       ] [1762/1812] Completed WPM in 0.2s | 4.22 sym/s | Total: 7.0m | ETA: 11.8s
[2025-10-15T00:00:57.956892] [INFO ] [sig       ] [1763/1812] Forecasting WPP...
[2025-10-15T00:00:57.956925] [INFO ] [sig       ] Generating forecast for: WPP
[2025-10-15T00:00:57.956956] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPP' from 'https://tdm.silogroup.org/data/derivative_storage/WPP.csv'.
[2025-10-15T00:00:57.966255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPP'.
[2025-10-15T00:00:57.990666] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:57.991318] [DEBUG] [LOCAL     ] No optimal features file found for WPP: ./output/feature-sets/WPP.txt
[2025-10-15T00:00:57.991370] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:58.048363] [INFO ] [sig       ] WPP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:58.191400] [INFO ] [LOCAL     ] Saved forecast: WPP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WPP.txt
[2025-10-15T00:00:58.191599] [INFO ] [sig       ] [1763/1812] Completed WPP in 0.2s | 4.22 sym/s | Total: 7.0m | ETA: 11.6s
[2025-10-15T00:00:58.191661] [INFO ] [sig       ] [1764/1812] Forecasting WRB...
[2025-10-15T00:00:58.191718] [INFO ] [sig       ] Generating forecast for: WRB
[2025-10-15T00:00:58.191752] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WRB' from 'https://tdm.silogroup.org/data/derivative_storage/WRB.csv'.
[2025-10-15T00:00:58.199915] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WRB'.
[2025-10-15T00:00:58.224369] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:58.225055] [DEBUG] [LOCAL     ] No optimal features file found for WRB: ./output/feature-sets/WRB.txt
[2025-10-15T00:00:58.225108] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:58.282547] [INFO ] [sig       ] WRB: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:58.420486] [INFO ] [LOCAL     ] Saved forecast: WRB	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WRB.txt
[2025-10-15T00:00:58.420714] [INFO ] [sig       ] [1764/1812] Completed WRB in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 11.4s
[2025-10-15T00:00:58.420774] [INFO ] [sig       ] [1765/1812] Forecasting WRBY...
[2025-10-15T00:00:58.420807] [INFO ] [sig       ] Generating forecast for: WRBY
[2025-10-15T00:00:58.420838] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WRBY' from 'https://tdm.silogroup.org/data/derivative_storage/WRBY.csv'.
[2025-10-15T00:00:58.428682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WRBY'.
[2025-10-15T00:00:58.453208] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:58.453961] [DEBUG] [LOCAL     ] No optimal features file found for WRBY: ./output/feature-sets/WRBY.txt
[2025-10-15T00:00:58.454015] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:58.513836] [INFO ] [sig       ] WRBY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:58.653545] [INFO ] [LOCAL     ] Saved forecast: WRBY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WRBY.txt
[2025-10-15T00:00:58.653789] [INFO ] [sig       ] [1765/1812] Completed WRBY in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 11.1s
[2025-10-15T00:00:58.653849] [INFO ] [sig       ] [1766/1812] Forecasting WS...
[2025-10-15T00:00:58.653883] [INFO ] [sig       ] Generating forecast for: WS
[2025-10-15T00:00:58.653914] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WS' from 'https://tdm.silogroup.org/data/derivative_storage/WS.csv'.
[2025-10-15T00:00:58.666544] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WS'.
[2025-10-15T00:00:58.693475] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:58.694260] [DEBUG] [LOCAL     ] No optimal features file found for WS: ./output/feature-sets/WS.txt
[2025-10-15T00:00:58.694315] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:58.760157] [INFO ] [sig       ] WS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:58.900705] [INFO ] [LOCAL     ] Saved forecast: WS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WS.txt
[2025-10-15T00:00:58.900954] [INFO ] [sig       ] [1766/1812] Completed WS in 0.2s | 4.22 sym/s | Total: 7.0m | ETA: 10.9s
[2025-10-15T00:00:58.900998] [INFO ] [sig       ] [1767/1812] Forecasting WSM...
[2025-10-15T00:00:58.901030] [INFO ] [sig       ] Generating forecast for: WSM
[2025-10-15T00:00:58.901062] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSM' from 'https://tdm.silogroup.org/data/derivative_storage/WSM.csv'.
[2025-10-15T00:00:58.909358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSM'.
[2025-10-15T00:00:58.934130] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:58.934950] [DEBUG] [LOCAL     ] No optimal features file found for WSM: ./output/feature-sets/WSM.txt
[2025-10-15T00:00:58.935005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:58.991906] [INFO ] [sig       ] WSM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:59.129700] [INFO ] [LOCAL     ] Saved forecast: WSM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WSM.txt
[2025-10-15T00:00:59.129943] [INFO ] [sig       ] [1767/1812] Completed WSM in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 10.7s
[2025-10-15T00:00:59.129986] [INFO ] [sig       ] [1768/1812] Forecasting WSO...
[2025-10-15T00:00:59.130017] [INFO ] [sig       ] Generating forecast for: WSO
[2025-10-15T00:00:59.130049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSO' from 'https://tdm.silogroup.org/data/derivative_storage/WSO.csv'.
[2025-10-15T00:00:59.140987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSO'.
[2025-10-15T00:00:59.170974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:59.171669] [DEBUG] [LOCAL     ] No optimal features file found for WSO: ./output/feature-sets/WSO.txt
[2025-10-15T00:00:59.171727] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:59.227982] [INFO ] [sig       ] WSO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:59.365363] [INFO ] [LOCAL     ] Saved forecast: WSO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WSO.txt
[2025-10-15T00:00:59.365560] [INFO ] [sig       ] [1768/1812] Completed WSO in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 10.4s
[2025-10-15T00:00:59.365601] [INFO ] [sig       ] [1769/1812] Forecasting WSR...
[2025-10-15T00:00:59.365632] [INFO ] [sig       ] Generating forecast for: WSR
[2025-10-15T00:00:59.365702] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSR' from 'https://tdm.silogroup.org/data/derivative_storage/WSR.csv'.
[2025-10-15T00:00:59.374258] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSR'.
[2025-10-15T00:00:59.398895] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:59.399547] [DEBUG] [LOCAL     ] No optimal features file found for WSR: ./output/feature-sets/WSR.txt
[2025-10-15T00:00:59.399599] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:59.452904] [INFO ] [sig       ] WSR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:00:59.589407] [INFO ] [LOCAL     ] Saved forecast: WSR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WSR.txt
[2025-10-15T00:00:59.589605] [INFO ] [sig       ] [1769/1812] Completed WSR in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 10.2s
[2025-10-15T00:00:59.589670] [INFO ] [sig       ] [1770/1812] Forecasting WST...
[2025-10-15T00:00:59.589722] [INFO ] [sig       ] Generating forecast for: WST
[2025-10-15T00:00:59.589799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WST' from 'https://tdm.silogroup.org/data/derivative_storage/WST.csv'.
[2025-10-15T00:00:59.598166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WST'.
[2025-10-15T00:00:59.622969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:59.623709] [DEBUG] [LOCAL     ] No optimal features file found for WST: ./output/feature-sets/WST.txt
[2025-10-15T00:00:59.623764] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:59.680108] [INFO ] [sig       ] WST: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:00:59.819892] [INFO ] [LOCAL     ] Saved forecast: WST	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WST.txt
[2025-10-15T00:00:59.820089] [INFO ] [sig       ] [1770/1812] Completed WST in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 9.9s
[2025-10-15T00:00:59.820130] [INFO ] [sig       ] [1771/1812] Forecasting WT...
[2025-10-15T00:00:59.820161] [INFO ] [sig       ] Generating forecast for: WT
[2025-10-15T00:00:59.820192] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WT' from 'https://tdm.silogroup.org/data/derivative_storage/WT.csv'.
[2025-10-15T00:00:59.828408] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WT'.
[2025-10-15T00:00:59.853831] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:00:59.854538] [DEBUG] [LOCAL     ] No optimal features file found for WT: ./output/feature-sets/WT.txt
[2025-10-15T00:00:59.854592] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:00:59.908148] [INFO ] [sig       ] WT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:00.054115] [INFO ] [LOCAL     ] Saved forecast: WT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WT.txt
[2025-10-15T00:01:00.054324] [INFO ] [sig       ] [1771/1812] Completed WT in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 9.7s
[2025-10-15T00:01:00.054376] [INFO ] [sig       ] [1772/1812] Forecasting WTI...
[2025-10-15T00:01:00.054430] [INFO ] [sig       ] Generating forecast for: WTI
[2025-10-15T00:01:00.054464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTI' from 'https://tdm.silogroup.org/data/derivative_storage/WTI.csv'.
[2025-10-15T00:01:00.062868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTI'.
[2025-10-15T00:01:00.087464] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:00.088190] [DEBUG] [LOCAL     ] No optimal features file found for WTI: ./output/feature-sets/WTI.txt
[2025-10-15T00:01:00.088244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:00.143971] [INFO ] [sig       ] WTI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:00.281157] [INFO ] [LOCAL     ] Saved forecast: WTI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WTI.txt
[2025-10-15T00:01:00.281347] [INFO ] [sig       ] [1772/1812] Completed WTI in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 9.5s
[2025-10-15T00:01:00.281388] [INFO ] [sig       ] [1773/1812] Forecasting WTRG...
[2025-10-15T00:01:00.281418] [INFO ] [sig       ] Generating forecast for: WTRG
[2025-10-15T00:01:00.281449] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTRG' from 'https://tdm.silogroup.org/data/derivative_storage/WTRG.csv'.
[2025-10-15T00:01:00.289457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTRG'.
[2025-10-15T00:01:00.314372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:00.315083] [DEBUG] [LOCAL     ] No optimal features file found for WTRG: ./output/feature-sets/WTRG.txt
[2025-10-15T00:01:00.315172] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:00.371133] [INFO ] [sig       ] WTRG: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:00.509864] [INFO ] [LOCAL     ] Saved forecast: WTRG	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WTRG.txt
[2025-10-15T00:01:00.510057] [INFO ] [sig       ] [1773/1812] Completed WTRG in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 9.2s
[2025-10-15T00:01:00.510098] [INFO ] [sig       ] [1774/1812] Forecasting WTS...
[2025-10-15T00:01:00.510128] [INFO ] [sig       ] Generating forecast for: WTS
[2025-10-15T00:01:00.510158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTS' from 'https://tdm.silogroup.org/data/derivative_storage/WTS.csv'.
[2025-10-15T00:01:00.518390] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTS'.
[2025-10-15T00:01:00.542826] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:00.543491] [DEBUG] [LOCAL     ] No optimal features file found for WTS: ./output/feature-sets/WTS.txt
[2025-10-15T00:01:00.543544] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:00.592251] [INFO ] [sig       ] WTS: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:00.732315] [INFO ] [LOCAL     ] Saved forecast: WTS	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WTS.txt
[2025-10-15T00:01:00.732554] [INFO ] [sig       ] [1774/1812] Completed WTS in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 9.0s
[2025-10-15T00:01:00.732597] [INFO ] [sig       ] [1775/1812] Forecasting WTTR...
[2025-10-15T00:01:00.732627] [INFO ] [sig       ] Generating forecast for: WTTR
[2025-10-15T00:01:00.732710] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTTR' from 'https://tdm.silogroup.org/data/derivative_storage/WTTR.csv'.
[2025-10-15T00:01:00.741285] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTTR'.
[2025-10-15T00:01:00.768776] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:00.769493] [DEBUG] [LOCAL     ] No optimal features file found for WTTR: ./output/feature-sets/WTTR.txt
[2025-10-15T00:01:00.769546] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:00.830501] [INFO ] [sig       ] WTTR: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:00.968063] [INFO ] [LOCAL     ] Saved forecast: WTTR	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WTTR.txt
[2025-10-15T00:01:00.968277] [INFO ] [sig       ] [1775/1812] Completed WTTR in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 8.8s
[2025-10-15T00:01:00.968320] [INFO ] [sig       ] [1776/1812] Forecasting WU...
[2025-10-15T00:01:00.968350] [INFO ] [sig       ] Generating forecast for: WU
[2025-10-15T00:01:00.968391] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WU' from 'https://tdm.silogroup.org/data/derivative_storage/WU.csv'.
[2025-10-15T00:01:00.977119] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WU'.
[2025-10-15T00:01:01.001832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:01.002517] [DEBUG] [LOCAL     ] No optimal features file found for WU: ./output/feature-sets/WU.txt
[2025-10-15T00:01:01.002569] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:01.049819] [INFO ] [sig       ] WU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:01.187886] [INFO ] [LOCAL     ] Saved forecast: WU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WU.txt
[2025-10-15T00:01:01.188119] [INFO ] [sig       ] [1776/1812] Completed WU in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 8.5s
[2025-10-15T00:01:01.188183] [INFO ] [sig       ] [1777/1812] Forecasting WWW...
[2025-10-15T00:01:01.188216] [INFO ] [sig       ] Generating forecast for: WWW
[2025-10-15T00:01:01.188247] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WWW' from 'https://tdm.silogroup.org/data/derivative_storage/WWW.csv'.
[2025-10-15T00:01:01.196455] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WWW'.
[2025-10-15T00:01:01.221367] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:01.222090] [DEBUG] [LOCAL     ] No optimal features file found for WWW: ./output/feature-sets/WWW.txt
[2025-10-15T00:01:01.222152] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:01.270175] [INFO ] [sig       ] WWW: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:01.410832] [INFO ] [LOCAL     ] Saved forecast: WWW	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/WWW.txt
[2025-10-15T00:01:01.411028] [INFO ] [sig       ] [1777/1812] Completed WWW in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 8.3s
[2025-10-15T00:01:01.411072] [INFO ] [sig       ] [1778/1812] Forecasting WY...
[2025-10-15T00:01:01.411105] [INFO ] [sig       ] Generating forecast for: WY
[2025-10-15T00:01:01.411137] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WY' from 'https://tdm.silogroup.org/data/derivative_storage/WY.csv'.
[2025-10-15T00:01:01.419128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WY'.
[2025-10-15T00:01:01.444045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:01.444795] [DEBUG] [LOCAL     ] No optimal features file found for WY: ./output/feature-sets/WY.txt
[2025-10-15T00:01:01.444850] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:01.495368] [INFO ] [sig       ] WY: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:01.636317] [INFO ] [LOCAL     ] Saved forecast: WY	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/WY.txt
[2025-10-15T00:01:01.636507] [INFO ] [sig       ] [1778/1812] Completed WY in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 8.0s
[2025-10-15T00:01:01.636547] [INFO ] [sig       ] [1779/1812] Forecasting XFLT...
[2025-10-15T00:01:01.636578] [INFO ] [sig       ] Generating forecast for: XFLT
[2025-10-15T00:01:01.636609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XFLT' from 'https://tdm.silogroup.org/data/derivative_storage/XFLT.csv'.
[2025-10-15T00:01:01.644900] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XFLT'.
[2025-10-15T00:01:01.670050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:01.670778] [DEBUG] [LOCAL     ] No optimal features file found for XFLT: ./output/feature-sets/XFLT.txt
[2025-10-15T00:01:01.670833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:01.725328] [INFO ] [sig       ] XFLT: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:01.867851] [INFO ] [LOCAL     ] Saved forecast: XFLT	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XFLT.txt
[2025-10-15T00:01:01.868053] [INFO ] [sig       ] [1779/1812] Completed XFLT in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 7.8s
[2025-10-15T00:01:01.868134] [INFO ] [sig       ] [1780/1812] Forecasting XHR...
[2025-10-15T00:01:01.868175] [INFO ] [sig       ] Generating forecast for: XHR
[2025-10-15T00:01:01.868207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XHR' from 'https://tdm.silogroup.org/data/derivative_storage/XHR.csv'.
[2025-10-15T00:01:01.876880] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XHR'.
[2025-10-15T00:01:01.901599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:01.902297] [DEBUG] [LOCAL     ] No optimal features file found for XHR: ./output/feature-sets/XHR.txt
[2025-10-15T00:01:01.902351] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:01.955833] [INFO ] [sig       ] XHR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:02.111816] [INFO ] [LOCAL     ] Saved forecast: XHR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XHR.txt
[2025-10-15T00:01:02.112077] [INFO ] [sig       ] [1780/1812] Completed XHR in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 7.6s
[2025-10-15T00:01:02.112119] [INFO ] [sig       ] [1781/1812] Forecasting XOM...
[2025-10-15T00:01:02.112150] [INFO ] [sig       ] Generating forecast for: XOM
[2025-10-15T00:01:02.112180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XOM' from 'https://tdm.silogroup.org/data/derivative_storage/XOM.csv'.
[2025-10-15T00:01:02.120472] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XOM'.
[2025-10-15T00:01:02.145542] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:02.146358] [DEBUG] [LOCAL     ] No optimal features file found for XOM: ./output/feature-sets/XOM.txt
[2025-10-15T00:01:02.146413] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:02.194925] [INFO ] [sig       ] XOM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:02.332527] [INFO ] [LOCAL     ] Saved forecast: XOM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XOM.txt
[2025-10-15T00:01:02.332744] [INFO ] [sig       ] [1781/1812] Completed XOM in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 7.3s
[2025-10-15T00:01:02.332803] [INFO ] [sig       ] [1782/1812] Forecasting XPER...
[2025-10-15T00:01:02.332837] [INFO ] [sig       ] Generating forecast for: XPER
[2025-10-15T00:01:02.332869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPER' from 'https://tdm.silogroup.org/data/derivative_storage/XPER.csv'.
[2025-10-15T00:01:02.340805] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPER'.
[2025-10-15T00:01:02.365517] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:02.366267] [DEBUG] [LOCAL     ] No optimal features file found for XPER: ./output/feature-sets/XPER.txt
[2025-10-15T00:01:02.366333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:02.413350] [INFO ] [sig       ] XPER: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:02.554170] [INFO ] [LOCAL     ] Saved forecast: XPER	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/XPER.txt
[2025-10-15T00:01:02.554365] [INFO ] [sig       ] [1782/1812] Completed XPER in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 7.1s
[2025-10-15T00:01:02.554447] [INFO ] [sig       ] [1783/1812] Forecasting XPEV...
[2025-10-15T00:01:02.554486] [INFO ] [sig       ] Generating forecast for: XPEV
[2025-10-15T00:01:02.554517] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPEV' from 'https://tdm.silogroup.org/data/derivative_storage/XPEV.csv'.
[2025-10-15T00:01:02.562582] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPEV'.
[2025-10-15T00:01:02.587694] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:02.588427] [DEBUG] [LOCAL     ] No optimal features file found for XPEV: ./output/feature-sets/XPEV.txt
[2025-10-15T00:01:02.588483] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:02.642947] [INFO ] [sig       ] XPEV: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:02.780754] [INFO ] [LOCAL     ] Saved forecast: XPEV	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XPEV.txt
[2025-10-15T00:01:02.780947] [INFO ] [sig       ] [1783/1812] Completed XPEV in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 6.9s
[2025-10-15T00:01:02.780989] [INFO ] [sig       ] [1784/1812] Forecasting XPO...
[2025-10-15T00:01:02.781019] [INFO ] [sig       ] Generating forecast for: XPO
[2025-10-15T00:01:02.781049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPO' from 'https://tdm.silogroup.org/data/derivative_storage/XPO.csv'.
[2025-10-15T00:01:02.789242] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPO'.
[2025-10-15T00:01:02.813908] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:02.814559] [DEBUG] [LOCAL     ] No optimal features file found for XPO: ./output/feature-sets/XPO.txt
[2025-10-15T00:01:02.814612] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:02.868411] [INFO ] [sig       ] XPO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:03.006344] [INFO ] [LOCAL     ] Saved forecast: XPO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XPO.txt
[2025-10-15T00:01:03.006542] [INFO ] [sig       ] [1784/1812] Completed XPO in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 6.6s
[2025-10-15T00:01:03.006583] [INFO ] [sig       ] [1785/1812] Forecasting XPOF...
[2025-10-15T00:01:03.006614] [INFO ] [sig       ] Generating forecast for: XPOF
[2025-10-15T00:01:03.006670] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPOF' from 'https://tdm.silogroup.org/data/derivative_storage/XPOF.csv'.
[2025-10-15T00:01:03.015328] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPOF'.
[2025-10-15T00:01:03.040736] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:03.041515] [DEBUG] [LOCAL     ] No optimal features file found for XPOF: ./output/feature-sets/XPOF.txt
[2025-10-15T00:01:03.041574] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:03.097809] [INFO ] [sig       ] XPOF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:03.239309] [INFO ] [LOCAL     ] Saved forecast: XPOF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XPOF.txt
[2025-10-15T00:01:03.239579] [INFO ] [sig       ] [1785/1812] Completed XPOF in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 6.4s
[2025-10-15T00:01:03.239638] [INFO ] [sig       ] [1786/1812] Forecasting XPRO...
[2025-10-15T00:01:03.239720] [INFO ] [sig       ] Generating forecast for: XPRO
[2025-10-15T00:01:03.239757] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPRO' from 'https://tdm.silogroup.org/data/derivative_storage/XPRO.csv'.
[2025-10-15T00:01:03.249530] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPRO'.
[2025-10-15T00:01:03.274502] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:03.275197] [DEBUG] [LOCAL     ] No optimal features file found for XPRO: ./output/feature-sets/XPRO.txt
[2025-10-15T00:01:03.275251] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:03.330927] [INFO ] [sig       ] XPRO: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:03.469474] [INFO ] [LOCAL     ] Saved forecast: XPRO	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XPRO.txt
[2025-10-15T00:01:03.469683] [INFO ] [sig       ] [1786/1812] Completed XPRO in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 6.2s
[2025-10-15T00:01:03.469743] [INFO ] [sig       ] [1787/1812] Forecasting XYF...
[2025-10-15T00:01:03.469777] [INFO ] [sig       ] Generating forecast for: XYF
[2025-10-15T00:01:03.469808] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XYF' from 'https://tdm.silogroup.org/data/derivative_storage/XYF.csv'.
[2025-10-15T00:01:03.478262] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XYF'.
[2025-10-15T00:01:03.502947] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:03.503629] [DEBUG] [LOCAL     ] No optimal features file found for XYF: ./output/feature-sets/XYF.txt
[2025-10-15T00:01:03.503708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:03.560144] [INFO ] [sig       ] XYF: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:03.698619] [INFO ] [LOCAL     ] Saved forecast: XYF	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XYF.txt
[2025-10-15T00:01:03.698868] [INFO ] [sig       ] [1787/1812] Completed XYF in 0.2s | 4.23 sym/s | Total: 7.0m | ETA: 5.9s
[2025-10-15T00:01:03.698913] [INFO ] [sig       ] [1788/1812] Forecasting XYL...
[2025-10-15T00:01:03.698945] [INFO ] [sig       ] Generating forecast for: XYL
[2025-10-15T00:01:03.698976] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XYL' from 'https://tdm.silogroup.org/data/derivative_storage/XYL.csv'.
[2025-10-15T00:01:03.707153] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XYL'.
[2025-10-15T00:01:03.732282] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:03.733021] [DEBUG] [LOCAL     ] No optimal features file found for XYL: ./output/feature-sets/XYL.txt
[2025-10-15T00:01:03.733075] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:03.790907] [INFO ] [sig       ] XYL: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:03.929839] [INFO ] [LOCAL     ] Saved forecast: XYL	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/XYL.txt
[2025-10-15T00:01:03.930034] [INFO ] [sig       ] [1788/1812] Completed XYL in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 5.7s
[2025-10-15T00:01:03.930075] [INFO ] [sig       ] [1789/1812] Forecasting YALA...
[2025-10-15T00:01:03.930106] [INFO ] [sig       ] Generating forecast for: YALA
[2025-10-15T00:01:03.930136] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YALA' from 'https://tdm.silogroup.org/data/derivative_storage/YALA.csv'.
[2025-10-15T00:01:03.938275] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YALA'.
[2025-10-15T00:01:03.962782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:03.963451] [DEBUG] [LOCAL     ] No optimal features file found for YALA: ./output/feature-sets/YALA.txt
[2025-10-15T00:01:03.963504] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:04.020167] [INFO ] [sig       ] YALA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:04.158690] [INFO ] [LOCAL     ] Saved forecast: YALA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/YALA.txt
[2025-10-15T00:01:04.158939] [INFO ] [sig       ] [1789/1812] Completed YALA in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 5.4s
[2025-10-15T00:01:04.158990] [INFO ] [sig       ] [1790/1812] Forecasting YELP...
[2025-10-15T00:01:04.159022] [INFO ] [sig       ] Generating forecast for: YELP
[2025-10-15T00:01:04.159076] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YELP' from 'https://tdm.silogroup.org/data/derivative_storage/YELP.csv'.
[2025-10-15T00:01:04.167579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YELP'.
[2025-10-15T00:01:04.192341] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:04.193140] [DEBUG] [LOCAL     ] No optimal features file found for YELP: ./output/feature-sets/YELP.txt
[2025-10-15T00:01:04.193195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:04.249214] [INFO ] [sig       ] YELP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:04.385764] [INFO ] [LOCAL     ] Saved forecast: YELP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/YELP.txt
[2025-10-15T00:01:04.385956] [INFO ] [sig       ] [1790/1812] Completed YELP in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 5.2s
[2025-10-15T00:01:04.385998] [INFO ] [sig       ] [1791/1812] Forecasting YETI...
[2025-10-15T00:01:04.386029] [INFO ] [sig       ] Generating forecast for: YETI
[2025-10-15T00:01:04.386059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YETI' from 'https://tdm.silogroup.org/data/derivative_storage/YETI.csv'.
[2025-10-15T00:01:04.394449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YETI'.
[2025-10-15T00:01:04.418818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:04.419461] [DEBUG] [LOCAL     ] No optimal features file found for YETI: ./output/feature-sets/YETI.txt
[2025-10-15T00:01:04.419513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:04.474768] [INFO ] [sig       ] YETI: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:04.618235] [INFO ] [LOCAL     ] Saved forecast: YETI	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YETI.txt
[2025-10-15T00:01:04.618480] [INFO ] [sig       ] [1791/1812] Completed YETI in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 5.0s
[2025-10-15T00:01:04.618540] [INFO ] [sig       ] [1792/1812] Forecasting YEXT...
[2025-10-15T00:01:04.618573] [INFO ] [sig       ] Generating forecast for: YEXT
[2025-10-15T00:01:04.618604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YEXT' from 'https://tdm.silogroup.org/data/derivative_storage/YEXT.csv'.
[2025-10-15T00:01:04.627289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YEXT'.
[2025-10-15T00:01:04.652359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:04.653051] [DEBUG] [LOCAL     ] No optimal features file found for YEXT: ./output/feature-sets/YEXT.txt
[2025-10-15T00:01:04.653104] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:04.712722] [INFO ] [sig       ] YEXT: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:04.851582] [INFO ] [LOCAL     ] Saved forecast: YEXT	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YEXT.txt
[2025-10-15T00:01:04.851849] [INFO ] [sig       ] [1792/1812] Completed YEXT in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 4.7s
[2025-10-15T00:01:04.851903] [INFO ] [sig       ] [1793/1812] Forecasting YMM...
[2025-10-15T00:01:04.851937] [INFO ] [sig       ] Generating forecast for: YMM
[2025-10-15T00:01:04.851971] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YMM' from 'https://tdm.silogroup.org/data/derivative_storage/YMM.csv'.
[2025-10-15T00:01:04.860940] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YMM'.
[2025-10-15T00:01:04.886441] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:04.887175] [DEBUG] [LOCAL     ] No optimal features file found for YMM: ./output/feature-sets/YMM.txt
[2025-10-15T00:01:04.887231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:04.951924] [INFO ] [sig       ] YMM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:05.095100] [INFO ] [LOCAL     ] Saved forecast: YMM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YMM.txt
[2025-10-15T00:01:05.095294] [INFO ] [sig       ] [1793/1812] Completed YMM in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 4.5s
[2025-10-15T00:01:05.095334] [INFO ] [sig       ] [1794/1812] Forecasting YOU...
[2025-10-15T00:01:05.095366] [INFO ] [sig       ] Generating forecast for: YOU
[2025-10-15T00:01:05.095404] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YOU' from 'https://tdm.silogroup.org/data/derivative_storage/YOU.csv'.
[2025-10-15T00:01:05.103680] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YOU'.
[2025-10-15T00:01:05.128270] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:05.128958] [DEBUG] [LOCAL     ] No optimal features file found for YOU: ./output/feature-sets/YOU.txt
[2025-10-15T00:01:05.129012] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:05.184848] [INFO ] [sig       ] YOU: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:05.321836] [INFO ] [LOCAL     ] Saved forecast: YOU	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YOU.txt
[2025-10-15T00:01:05.322028] [INFO ] [sig       ] [1794/1812] Completed YOU in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 4.3s
[2025-10-15T00:01:05.322069] [INFO ] [sig       ] [1795/1812] Forecasting YPF...
[2025-10-15T00:01:05.322100] [INFO ] [sig       ] Generating forecast for: YPF
[2025-10-15T00:01:05.322131] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YPF' from 'https://tdm.silogroup.org/data/derivative_storage/YPF.csv'.
[2025-10-15T00:01:05.330357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YPF'.
[2025-10-15T00:01:05.355090] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:05.355786] [DEBUG] [LOCAL     ] No optimal features file found for YPF: ./output/feature-sets/YPF.txt
[2025-10-15T00:01:05.355839] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:05.414292] [INFO ] [sig       ] YPF: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:05.552175] [INFO ] [LOCAL     ] Saved forecast: YPF	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YPF.txt
[2025-10-15T00:01:05.552405] [INFO ] [sig       ] [1795/1812] Completed YPF in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 4.0s
[2025-10-15T00:01:05.552451] [INFO ] [sig       ] [1796/1812] Forecasting YRD...
[2025-10-15T00:01:05.552482] [INFO ] [sig       ] Generating forecast for: YRD
[2025-10-15T00:01:05.552512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YRD' from 'https://tdm.silogroup.org/data/derivative_storage/YRD.csv'.
[2025-10-15T00:01:05.560976] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YRD'.
[2025-10-15T00:01:05.585444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:05.586149] [DEBUG] [LOCAL     ] No optimal features file found for YRD: ./output/feature-sets/YRD.txt
[2025-10-15T00:01:05.586204] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:05.642155] [INFO ] [sig       ] YRD: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:05.780881] [INFO ] [LOCAL     ] Saved forecast: YRD	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YRD.txt
[2025-10-15T00:01:05.781097] [INFO ] [sig       ] [1796/1812] Completed YRD in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 3.8s
[2025-10-15T00:01:05.781138] [INFO ] [sig       ] [1797/1812] Forecasting YSG...
[2025-10-15T00:01:05.781170] [INFO ] [sig       ] Generating forecast for: YSG
[2025-10-15T00:01:05.781201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YSG' from 'https://tdm.silogroup.org/data/derivative_storage/YSG.csv'.
[2025-10-15T00:01:05.789360] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YSG'.
[2025-10-15T00:01:05.813949] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:05.814617] [DEBUG] [LOCAL     ] No optimal features file found for YSG: ./output/feature-sets/YSG.txt
[2025-10-15T00:01:05.814695] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:05.871246] [INFO ] [sig       ] YSG: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:06.013303] [INFO ] [LOCAL     ] Saved forecast: YSG	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/YSG.txt
[2025-10-15T00:01:06.013574] [INFO ] [sig       ] [1797/1812] Completed YSG in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 3.5s
[2025-10-15T00:01:06.013626] [INFO ] [sig       ] [1798/1812] Forecasting YUM...
[2025-10-15T00:01:06.013693] [INFO ] [sig       ] Generating forecast for: YUM
[2025-10-15T00:01:06.013738] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YUM' from 'https://tdm.silogroup.org/data/derivative_storage/YUM.csv'.
[2025-10-15T00:01:06.024868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YUM'.
[2025-10-15T00:01:06.052298] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:06.053045] [DEBUG] [LOCAL     ] No optimal features file found for YUM: ./output/feature-sets/YUM.txt
[2025-10-15T00:01:06.053100] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:06.109471] [INFO ] [sig       ] YUM: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:06.246406] [INFO ] [LOCAL     ] Saved forecast: YUM	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/YUM.txt
[2025-10-15T00:01:06.246639] [INFO ] [sig       ] [1798/1812] Completed YUM in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 3.3s
[2025-10-15T00:01:06.246720] [INFO ] [sig       ] [1799/1812] Forecasting YUMC...
[2025-10-15T00:01:06.246755] [INFO ] [sig       ] Generating forecast for: YUMC
[2025-10-15T00:01:06.246785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YUMC' from 'https://tdm.silogroup.org/data/derivative_storage/YUMC.csv'.
[2025-10-15T00:01:06.255049] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YUMC'.
[2025-10-15T00:01:06.279590] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:06.280293] [DEBUG] [LOCAL     ] No optimal features file found for YUMC: ./output/feature-sets/YUMC.txt
[2025-10-15T00:01:06.280347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:06.335132] [INFO ] [sig       ] YUMC: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:06.476965] [INFO ] [LOCAL     ] Saved forecast: YUMC	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/YUMC.txt
[2025-10-15T00:01:06.477220] [INFO ] [sig       ] [1799/1812] Completed YUMC in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 3.1s
[2025-10-15T00:01:06.477266] [INFO ] [sig       ] [1800/1812] Forecasting ZBH...
[2025-10-15T00:01:06.477298] [INFO ] [sig       ] Generating forecast for: ZBH
[2025-10-15T00:01:06.477330] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZBH' from 'https://tdm.silogroup.org/data/derivative_storage/ZBH.csv'.
[2025-10-15T00:01:06.487693] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZBH'.
[2025-10-15T00:01:06.515565] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:06.516392] [DEBUG] [LOCAL     ] No optimal features file found for ZBH: ./output/feature-sets/ZBH.txt
[2025-10-15T00:01:06.516635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:06.586388] [INFO ] [sig       ] ZBH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:06.747878] [INFO ] [LOCAL     ] Saved forecast: ZBH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZBH.txt
[2025-10-15T00:01:06.748204] [INFO ] [sig       ] [1800/1812] Completed ZBH in 0.3s | 4.23 sym/s | Total: 7.1m | ETA: 2.8s
[2025-10-15T00:01:06.748269] [INFO ] [sig       ] [1801/1812] Forecasting ZETA...
[2025-10-15T00:01:06.748335] [INFO ] [sig       ] Generating forecast for: ZETA
[2025-10-15T00:01:06.748386] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZETA' from 'https://tdm.silogroup.org/data/derivative_storage/ZETA.csv'.
[2025-10-15T00:01:06.758881] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZETA'.
[2025-10-15T00:01:06.787738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:06.788598] [DEBUG] [LOCAL     ] No optimal features file found for ZETA: ./output/feature-sets/ZETA.txt
[2025-10-15T00:01:06.788681] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:06.864636] [INFO ] [sig       ] ZETA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:07.051965] [INFO ] [LOCAL     ] Saved forecast: ZETA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZETA.txt
[2025-10-15T00:01:07.052313] [INFO ] [sig       ] [1801/1812] Completed ZETA in 0.3s | 4.23 sym/s | Total: 7.1m | ETA: 2.6s
[2025-10-15T00:01:07.052387] [INFO ] [sig       ] [1802/1812] Forecasting ZGN...
[2025-10-15T00:01:07.052441] [INFO ] [sig       ] Generating forecast for: ZGN
[2025-10-15T00:01:07.052497] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZGN' from 'https://tdm.silogroup.org/data/derivative_storage/ZGN.csv'.
[2025-10-15T00:01:07.067338] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZGN'.
[2025-10-15T00:01:07.109133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:07.110387] [DEBUG] [LOCAL     ] No optimal features file found for ZGN: ./output/feature-sets/ZGN.txt
[2025-10-15T00:01:07.110468] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:07.194093] [INFO ] [sig       ] ZGN: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:07.378918] [INFO ] [LOCAL     ] Saved forecast: ZGN	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZGN.txt
[2025-10-15T00:01:07.379170] [INFO ] [sig       ] [1802/1812] Completed ZGN in 0.3s | 4.23 sym/s | Total: 7.1m | ETA: 2.4s
[2025-10-15T00:01:07.379214] [INFO ] [sig       ] [1803/1812] Forecasting ZH...
[2025-10-15T00:01:07.379245] [INFO ] [sig       ] Generating forecast for: ZH
[2025-10-15T00:01:07.379277] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZH' from 'https://tdm.silogroup.org/data/derivative_storage/ZH.csv'.
[2025-10-15T00:01:07.389263] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZH'.
[2025-10-15T00:01:07.417053] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:07.417888] [DEBUG] [LOCAL     ] No optimal features file found for ZH: ./output/feature-sets/ZH.txt
[2025-10-15T00:01:07.417944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:07.473254] [INFO ] [sig       ] ZH: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:07.658479] [INFO ] [LOCAL     ] Saved forecast: ZH	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZH.txt
[2025-10-15T00:01:07.659005] [INFO ] [sig       ] [1803/1812] Completed ZH in 0.3s | 4.22 sym/s | Total: 7.1m | ETA: 2.1s
[2025-10-15T00:01:07.659055] [INFO ] [sig       ] [1804/1812] Forecasting ZIM...
[2025-10-15T00:01:07.659087] [INFO ] [sig       ] Generating forecast for: ZIM
[2025-10-15T00:01:07.659118] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZIM' from 'https://tdm.silogroup.org/data/derivative_storage/ZIM.csv'.
[2025-10-15T00:01:07.669124] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZIM'.
[2025-10-15T00:01:07.696962] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:07.697822] [DEBUG] [LOCAL     ] No optimal features file found for ZIM: ./output/feature-sets/ZIM.txt
[2025-10-15T00:01:07.697924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:07.757333] [INFO ] [sig       ] ZIM: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:07.897612] [INFO ] [LOCAL     ] Saved forecast: ZIM	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZIM.txt
[2025-10-15T00:01:07.897837] [INFO ] [sig       ] [1804/1812] Completed ZIM in 0.2s | 4.22 sym/s | Total: 7.1m | ETA: 1.9s
[2025-10-15T00:01:07.897885] [INFO ] [sig       ] [1805/1812] Forecasting ZIP...
[2025-10-15T00:01:07.897918] [INFO ] [sig       ] Generating forecast for: ZIP
[2025-10-15T00:01:07.897949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZIP' from 'https://tdm.silogroup.org/data/derivative_storage/ZIP.csv'.
[2025-10-15T00:01:07.906429] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZIP'.
[2025-10-15T00:01:07.931361] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:07.932080] [DEBUG] [LOCAL     ] No optimal features file found for ZIP: ./output/feature-sets/ZIP.txt
[2025-10-15T00:01:07.932135] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:07.987443] [INFO ] [sig       ] ZIP: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:08.125077] [INFO ] [LOCAL     ] Saved forecast: ZIP	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZIP.txt
[2025-10-15T00:01:08.125272] [INFO ] [sig       ] [1805/1812] Completed ZIP in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 1.7s
[2025-10-15T00:01:08.125313] [INFO ] [sig       ] [1806/1812] Forecasting ZK...
[2025-10-15T00:01:08.125344] [INFO ] [sig       ] Generating forecast for: ZK
[2025-10-15T00:01:08.125374] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZK' from 'https://tdm.silogroup.org/data/derivative_storage/ZK.csv'.
[2025-10-15T00:01:08.133529] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZK'.
[2025-10-15T00:01:08.158424] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:08.159155] [DEBUG] [LOCAL     ] No optimal features file found for ZK: ./output/feature-sets/ZK.txt
[2025-10-15T00:01:08.159209] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:08.213953] [INFO ] [sig       ] ZK: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:08.352066] [INFO ] [LOCAL     ] Saved forecast: ZK	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZK.txt
[2025-10-15T00:01:08.352262] [INFO ] [sig       ] [1806/1812] Completed ZK in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 1.4s
[2025-10-15T00:01:08.352304] [INFO ] [sig       ] [1807/1812] Forecasting ZKH...
[2025-10-15T00:01:08.352337] [INFO ] [sig       ] Generating forecast for: ZKH
[2025-10-15T00:01:08.352370] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZKH' from 'https://tdm.silogroup.org/data/derivative_storage/ZKH.csv'.
[2025-10-15T00:01:08.360178] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'ZKH'.
[2025-10-15T00:01:08.384956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:08.385666] [DEBUG] [LOCAL     ] No optimal features file found for ZKH: ./output/feature-sets/ZKH.txt
[2025-10-15T00:01:08.385723] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:08.440340] [INFO ] [sig       ] ZKH: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:08.581690] [INFO ] [LOCAL     ] Saved forecast: ZKH	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZKH.txt
[2025-10-15T00:01:08.581970] [INFO ] [sig       ] [1807/1812] Completed ZKH in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 1.2s
[2025-10-15T00:01:08.582039] [INFO ] [sig       ] [1808/1812] Forecasting ZTO...
[2025-10-15T00:01:08.582079] [INFO ] [sig       ] Generating forecast for: ZTO
[2025-10-15T00:01:08.582121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTO' from 'https://tdm.silogroup.org/data/derivative_storage/ZTO.csv'.
[2025-10-15T00:01:08.590888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTO'.
[2025-10-15T00:01:08.616088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:08.616888] [DEBUG] [LOCAL     ] No optimal features file found for ZTO: ./output/feature-sets/ZTO.txt
[2025-10-15T00:01:08.616943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:08.673854] [INFO ] [sig       ] ZTO: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:08.811076] [INFO ] [LOCAL     ] Saved forecast: ZTO	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZTO.txt
[2025-10-15T00:01:08.811268] [INFO ] [sig       ] [1808/1812] Completed ZTO in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 0.9s
[2025-10-15T00:01:08.811310] [INFO ] [sig       ] [1809/1812] Forecasting ZTR...
[2025-10-15T00:01:08.811341] [INFO ] [sig       ] Generating forecast for: ZTR
[2025-10-15T00:01:08.811371] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTR' from 'https://tdm.silogroup.org/data/derivative_storage/ZTR.csv'.
[2025-10-15T00:01:08.819243] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTR'.
[2025-10-15T00:01:08.844168] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:08.844907] [DEBUG] [LOCAL     ] No optimal features file found for ZTR: ./output/feature-sets/ZTR.txt
[2025-10-15T00:01:08.844962] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:08.900732] [INFO ] [sig       ] ZTR: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:09.040069] [INFO ] [LOCAL     ] Saved forecast: ZTR	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZTR.txt
[2025-10-15T00:01:09.040312] [INFO ] [sig       ] [1809/1812] Completed ZTR in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 0.7s
[2025-10-15T00:01:09.040354] [INFO ] [sig       ] [1810/1812] Forecasting ZTS...
[2025-10-15T00:01:09.040385] [INFO ] [sig       ] Generating forecast for: ZTS
[2025-10-15T00:01:09.040415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTS' from 'https://tdm.silogroup.org/data/derivative_storage/ZTS.csv'.
[2025-10-15T00:01:09.049130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTS'.
[2025-10-15T00:01:09.073792] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:09.074448] [DEBUG] [LOCAL     ] No optimal features file found for ZTS: ./output/feature-sets/ZTS.txt
[2025-10-15T00:01:09.074500] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:09.129402] [INFO ] [sig       ] ZTS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:09.268987] [INFO ] [LOCAL     ] Saved forecast: ZTS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZTS.txt
[2025-10-15T00:01:09.269188] [INFO ] [sig       ] [1810/1812] Completed ZTS in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 0.5s
[2025-10-15T00:01:09.269228] [INFO ] [sig       ] [1811/1812] Forecasting ZVIA...
[2025-10-15T00:01:09.269259] [INFO ] [sig       ] Generating forecast for: ZVIA
[2025-10-15T00:01:09.269289] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZVIA' from 'https://tdm.silogroup.org/data/derivative_storage/ZVIA.csv'.
[2025-10-15T00:01:09.277288] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZVIA'.
[2025-10-15T00:01:09.302003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:09.302682] [DEBUG] [LOCAL     ] No optimal features file found for ZVIA: ./output/feature-sets/ZVIA.txt
[2025-10-15T00:01:09.302753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:09.357899] [INFO ] [sig       ] ZVIA: Forecast for 2025-10-14: UP (sign=1.00)
[2025-10-15T00:01:09.495308] [INFO ] [LOCAL     ] Saved forecast: ZVIA	2025-10-15	1 -> ./output/forecasts/individual/2025-10-15/ZVIA.txt
[2025-10-15T00:01:09.495502] [INFO ] [sig       ] [1811/1812] Completed ZVIA in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 0.2s
[2025-10-15T00:01:09.495545] [INFO ] [sig       ] [1812/1812] Forecasting ZWS...
[2025-10-15T00:01:09.495575] [INFO ] [sig       ] Generating forecast for: ZWS
[2025-10-15T00:01:09.495606] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZWS' from 'https://tdm.silogroup.org/data/derivative_storage/ZWS.csv'.
[2025-10-15T00:01:09.503461] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZWS'.
[2025-10-15T00:01:09.527851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-15T00:01:09.528555] [DEBUG] [LOCAL     ] No optimal features file found for ZWS: ./output/feature-sets/ZWS.txt
[2025-10-15T00:01:09.528608] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-15T00:01:09.582389] [INFO ] [sig       ] ZWS: Forecast for 2025-10-14: DOWN (sign=0.00)
[2025-10-15T00:01:09.719437] [INFO ] [LOCAL     ] Saved forecast: ZWS	2025-10-15	0 -> ./output/forecasts/individual/2025-10-15/ZWS.txt
[2025-10-15T00:01:09.719669] [INFO ] [sig       ] [1812/1812] Completed ZWS in 0.2s | 4.23 sym/s | Total: 7.1m | ETA: 0.0s
[2025-10-15T00:01:09.719727] [INFO ] [sig       ] ==================================================
[2025-10-15T00:01:09.719761] [INFO ] [sig       ] Forecasts complete: 1812/1812 symbols succeeded
[2025-10-15T00:01:09.719792] [INFO ] [sig       ] Automatically generating consolidated reports...
[2025-10-15T00:01:09.719833] [INFO ] [sig       ] Generating consolidated forecast reports
[2025-10-15T00:01:09.719974] [INFO ] [sig       ] Found 4 forecast dates to process
[2025-10-15T00:01:09.720027] [INFO ] [sig       ] [1/4] Processing report for 2025-10-10...
[2025-10-15T00:01:09.720067] [INFO ] [sig       ] [1/4] Report for 2025-10-10 already exists, skipping...
[2025-10-15T00:01:09.720097] [INFO ] [sig       ] [2/4] Processing report for 2025-10-13...
[2025-10-15T00:01:09.720132] [INFO ] [sig       ] [2/4] Report for 2025-10-13 already exists, skipping...
[2025-10-15T00:01:09.720161] [INFO ] [sig       ] [3/4] Processing report for 2025-10-14...
[2025-10-15T00:01:09.720194] [INFO ] [sig       ] [3/4] Report for 2025-10-14 already exists, skipping...
[2025-10-15T00:01:09.720222] [INFO ] [sig       ] [4/4] Processing report for 2025-10-15...
[2025-10-15T00:01:09.771802] [DEBUG] [LOCAL     ] Loaded configuration for GATX: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.772683] [DEBUG] [LOCAL     ] Loaded configuration for TNET: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.773002] [DEBUG] [LOCAL     ] Loaded configuration for CON: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.773336] [DEBUG] [LOCAL     ] Loaded configuration for LXFR: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.773694] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.774032] [DEBUG] [LOCAL     ] Loaded configuration for ABEV: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.774330] [DEBUG] [LOCAL     ] Loaded configuration for FHI: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.774442] [DEBUG] [LOCAL     ] Loaded configuration for MP: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.774787] [DEBUG] [LOCAL     ] Loaded configuration for WK: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.775098] [DEBUG] [LOCAL     ] Loaded configuration for FIX: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.775389] [DEBUG] [LOCAL     ] Loaded configuration for FNF: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.775735] [DEBUG] [LOCAL     ] Loaded configuration for BXC: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.776136] [DEBUG] [LOCAL     ] Loaded configuration for MGRB: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.776451] [DEBUG] [LOCAL     ] Loaded configuration for CEE: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.776752] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.777057] [DEBUG] [LOCAL     ] Loaded configuration for LBRT: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.777416] [DEBUG] [LOCAL     ] Loaded configuration for LOMA: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.777724] [DEBUG] [LOCAL     ] Loaded configuration for IOT: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.778044] [DEBUG] [LOCAL     ] Loaded configuration for INSP: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.778360] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.778633] [DEBUG] [LOCAL     ] Loaded configuration for IX: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.778765] [DEBUG] [LOCAL     ] Loaded configuration for GDIV: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.779043] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.779331] [DEBUG] [LOCAL     ] Loaded configuration for QVCD: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.779622] [DEBUG] [LOCAL     ] Loaded configuration for TV: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.779946] [DEBUG] [LOCAL     ] Loaded configuration for LEG: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.780267] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.780536] [DEBUG] [LOCAL     ] Loaded configuration for J: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.780856] [DEBUG] [LOCAL     ] Loaded configuration for DLR: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.780945] [DEBUG] [LOCAL     ] Loaded configuration for LEO: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.781209] [DEBUG] [LOCAL     ] Loaded configuration for WOW: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.781529] [DEBUG] [LOCAL     ] Loaded configuration for GHLD: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.781799] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.782085] [DEBUG] [LOCAL     ] Loaded configuration for NXG: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.782404] [DEBUG] [LOCAL     ] Loaded configuration for FLS: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.782712] [DEBUG] [LOCAL     ] Loaded configuration for HCI: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.783032] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.783339] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.783627] [DEBUG] [LOCAL     ] Loaded configuration for LPL: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.783983] [DEBUG] [LOCAL     ] Loaded configuration for BABA: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.784288] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.784604] [DEBUG] [LOCAL     ] Loaded configuration for ACP: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.784918] [DEBUG] [LOCAL     ] Loaded configuration for UVV: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.785193] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.785463] [DEBUG] [LOCAL     ] Loaded configuration for CLX: 4 features, 100.0% accuracy
[2025-10-15T00:01:09.785752] [DEBUG] [LOCAL     ] Loaded configuration for GL: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.786072] [DEBUG] [LOCAL     ] Loaded configuration for NQP: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.786341] [DEBUG] [LOCAL     ] Loaded configuration for TIMB: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.786610] [DEBUG] [LOCAL     ] Loaded configuration for KMPR: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.786968] [DEBUG] [LOCAL     ] Loaded configuration for CMS: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.787246] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.787570] [DEBUG] [LOCAL     ] Loaded configuration for GMED: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.787871] [DEBUG] [LOCAL     ] Loaded configuration for IGA: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.788215] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.788510] [DEBUG] [LOCAL     ] Loaded configuration for BRX: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.788852] [DEBUG] [LOCAL     ] Loaded configuration for SHW: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.789145] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.789249] [DEBUG] [LOCAL     ] Loaded configuration for AVTR: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.789519] [DEBUG] [LOCAL     ] Loaded configuration for AMX: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.789835] [DEBUG] [LOCAL     ] Loaded configuration for PAC: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.790104] [DEBUG] [LOCAL     ] Loaded configuration for ACV: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.790391] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.790755] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.791039] [DEBUG] [LOCAL     ] Loaded configuration for CATO: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.791371] [DEBUG] [LOCAL     ] Loaded configuration for MFSG: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.791681] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.791972] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.792314] [DEBUG] [LOCAL     ] Loaded configuration for HGER: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.792637] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.792976] [DEBUG] [LOCAL     ] Loaded configuration for KNF: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.793248] [DEBUG] [LOCAL     ] Loaded configuration for YMM: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.793519] [DEBUG] [LOCAL     ] Loaded configuration for RLX: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.793813] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.794102] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.794421] [DEBUG] [LOCAL     ] Loaded configuration for UZF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.794707] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.795026] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.795335] [DEBUG] [LOCAL     ] Loaded configuration for BKN: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.795683] [DEBUG] [LOCAL     ] Loaded configuration for ELF: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.795958] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.796880] [DEBUG] [LOCAL     ] Loaded configuration for STEL: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.797154] [DEBUG] [LOCAL     ] Loaded configuration for TOL: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.797481] [DEBUG] [LOCAL     ] Loaded configuration for SILA: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.797810] [DEBUG] [LOCAL     ] Loaded configuration for RERE: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.798127] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.798466] [DEBUG] [LOCAL     ] Loaded configuration for TSN: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.798754] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.799879] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.800265] [DEBUG] [LOCAL     ] Loaded configuration for YEXT: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.800673] [DEBUG] [LOCAL     ] Loaded configuration for VHI: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.801007] [DEBUG] [LOCAL     ] Loaded configuration for FTV: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.801343] [DEBUG] [LOCAL     ] Loaded configuration for ZTR: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.801636] [DEBUG] [LOCAL     ] Loaded configuration for VATE: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.801949] [DEBUG] [LOCAL     ] Loaded configuration for AHT: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.802226] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 5 features, 70.0% accuracy
[2025-10-15T00:01:09.802577] [DEBUG] [LOCAL     ] Loaded configuration for VSCO: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.802900] [DEBUG] [LOCAL     ] Loaded configuration for IP: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.803216] [DEBUG] [LOCAL     ] Loaded configuration for BGT: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.803484] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.803761] [DEBUG] [LOCAL     ] Loaded configuration for CB: 1 features, 100.0% accuracy
[2025-10-15T00:01:09.804055] [DEBUG] [LOCAL     ] Loaded configuration for PDT: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.804343] [DEBUG] [LOCAL     ] Loaded configuration for IEX: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.804617] [DEBUG] [LOCAL     ] Loaded configuration for AXL: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.804963] [DEBUG] [LOCAL     ] Loaded configuration for UBS: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.805232] [DEBUG] [LOCAL     ] Loaded configuration for HRL: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.805539] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.805860] [DEBUG] [LOCAL     ] Loaded configuration for NXDT: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.806188] [DEBUG] [LOCAL     ] Loaded configuration for LION: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.806496] [DEBUG] [LOCAL     ] Loaded configuration for BTZ: 0 features, 50.0% accuracy
[2025-10-15T00:01:09.806796] [DEBUG] [LOCAL     ] Loaded configuration for TISI: 1 features, 40.0% accuracy
[2025-10-15T00:01:09.807149] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.807431] [DEBUG] [LOCAL     ] Loaded configuration for JHS: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.807751] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.808043] [DEBUG] [LOCAL     ] Loaded configuration for XPEV: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.808383] [DEBUG] [LOCAL     ] Loaded configuration for BLW: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.808711] [DEBUG] [LOCAL     ] Loaded configuration for DX: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.808988] [DEBUG] [LOCAL     ] Loaded configuration for IHG: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.809271] [DEBUG] [LOCAL     ] Loaded configuration for TNK: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.810922] [DEBUG] [LOCAL     ] Loaded configuration for BNJ: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.811272] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.811680] [DEBUG] [LOCAL     ] Loaded configuration for UDR: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.812070] [DEBUG] [LOCAL     ] Loaded configuration for LYG: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.812402] [DEBUG] [LOCAL     ] Loaded configuration for DG: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.812780] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.813728] [DEBUG] [LOCAL     ] Loaded configuration for KOS: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.814602] [DEBUG] [LOCAL     ] Loaded configuration for ARR: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.814993] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.816339] [DEBUG] [LOCAL     ] Loaded configuration for ETX: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.816693] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.817046] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.817325] [DEBUG] [LOCAL     ] Loaded configuration for OCFT: 2 features, 100.0% accuracy
[2025-10-15T00:01:09.817678] [DEBUG] [LOCAL     ] Loaded configuration for NUW: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.818012] [DEBUG] [LOCAL     ] Loaded configuration for JBL: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.818398] [DEBUG] [LOCAL     ] Loaded configuration for FUN: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.818737] [DEBUG] [LOCAL     ] Loaded configuration for CTO: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.819058] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.819377] [DEBUG] [LOCAL     ] Loaded configuration for BG: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.819679] [DEBUG] [LOCAL     ] Loaded configuration for KTF: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.820890] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.821180] [DEBUG] [LOCAL     ] Loaded configuration for CNC: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.821505] [DEBUG] [LOCAL     ] Loaded configuration for LZM: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.821833] [DEBUG] [LOCAL     ] Loaded configuration for ATGE: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.822108] [DEBUG] [LOCAL     ] Loaded configuration for BXMX: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.822430] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.822750] [DEBUG] [LOCAL     ] Loaded configuration for VTLE: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.823038] [DEBUG] [LOCAL     ] Loaded configuration for CRH: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.823323] [DEBUG] [LOCAL     ] Loaded configuration for GHM: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.823669] [DEBUG] [LOCAL     ] Loaded configuration for AFL: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.824706] [DEBUG] [LOCAL     ] Loaded configuration for LMND: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.824987] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.825283] [DEBUG] [LOCAL     ] Loaded configuration for RMT: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.825618] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.825934] [DEBUG] [LOCAL     ] Loaded configuration for BARK: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.826228] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.826496] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.826828] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.827148] [DEBUG] [LOCAL     ] Loaded configuration for FIHL: 1 features, 50.0% accuracy
[2025-10-15T00:01:09.827437] [DEBUG] [LOCAL     ] Loaded configuration for HLF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.827758] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 7 features, 80.0% accuracy
[2025-10-15T00:01:09.828687] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.828986] [DEBUG] [LOCAL     ] Loaded configuration for HLIO: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.829311] [DEBUG] [LOCAL     ] Loaded configuration for SNV: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.829586] [DEBUG] [LOCAL     ] Loaded configuration for XOM: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.829911] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.831122] [DEBUG] [LOCAL     ] Loaded configuration for UAA: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.831413] [DEBUG] [LOCAL     ] Loaded configuration for BGS: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.831711] [DEBUG] [LOCAL     ] Loaded configuration for LUCK: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.831979] [DEBUG] [LOCAL     ] Loaded configuration for HUN: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.832068] [DEBUG] [LOCAL     ] Loaded configuration for ALEX: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.832133] [DEBUG] [LOCAL     ] Loaded configuration for VEL: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.832395] [DEBUG] [LOCAL     ] Loaded configuration for GUG: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.832715] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.833007] [DEBUG] [LOCAL     ] Loaded configuration for KN: 4 features, 100.0% accuracy
[2025-10-15T00:01:09.833295] [DEBUG] [LOCAL     ] Loaded configuration for EVC: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.833583] [DEBUG] [LOCAL     ] Loaded configuration for RSKD: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.833904] [DEBUG] [LOCAL     ] Loaded configuration for NAT: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.834179] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.834510] [DEBUG] [LOCAL     ] Loaded configuration for BBD: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.834800] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.835084] [DEBUG] [LOCAL     ] Loaded configuration for SPCE: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.835359] [DEBUG] [LOCAL     ] Loaded configuration for TS: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.835449] [DEBUG] [LOCAL     ] Loaded configuration for ENR: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.835743] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.836053] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.836354] [DEBUG] [LOCAL     ] Loaded configuration for HIG: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.836638] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.836960] [DEBUG] [LOCAL     ] Loaded configuration for TPZ: 0 features, 40.0% accuracy
[2025-10-15T00:01:09.837239] [DEBUG] [LOCAL     ] Loaded configuration for AMR: 6 features, 90.0% accuracy
[2025-10-15T00:01:09.837570] [DEBUG] [LOCAL     ] Loaded configuration for ALE: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.837924] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.838253] [DEBUG] [LOCAL     ] Loaded configuration for ICE: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.838628] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.838990] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.839287] [DEBUG] [LOCAL     ] Loaded configuration for DRD: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.839612] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.839973] [DEBUG] [LOCAL     ] Loaded configuration for FNB: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.840333] [DEBUG] [LOCAL     ] Loaded configuration for EFT: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.840599] [DEBUG] [LOCAL     ] Loaded configuration for TVC: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.840936] [DEBUG] [LOCAL     ] Loaded configuration for WIT: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.841220] [DEBUG] [LOCAL     ] Loaded configuration for SEG: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.841488] [DEBUG] [LOCAL     ] Loaded configuration for ETG: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.841789] [DEBUG] [LOCAL     ] Loaded configuration for LII: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.842073] [DEBUG] [LOCAL     ] Loaded configuration for SYY: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.842371] [DEBUG] [LOCAL     ] Loaded configuration for HLT: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.842706] [DEBUG] [LOCAL     ] Loaded configuration for HESM: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.843028] [DEBUG] [LOCAL     ] Loaded configuration for PCF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.843351] [DEBUG] [LOCAL     ] Loaded configuration for SOC: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.843667] [DEBUG] [LOCAL     ] Loaded configuration for F: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.843967] [DEBUG] [LOCAL     ] Loaded configuration for IVR: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.844254] [DEBUG] [LOCAL     ] Loaded configuration for ASBA: 2 features, 100.0% accuracy
[2025-10-15T00:01:09.844342] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.844600] [DEBUG] [LOCAL     ] Loaded configuration for THG: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.844928] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.845247] [DEBUG] [LOCAL     ] Loaded configuration for BTI: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.845564] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.845877] [DEBUG] [LOCAL     ] Loaded configuration for GHG: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.846193] [DEBUG] [LOCAL     ] Loaded configuration for SCS: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.846476] [DEBUG] [LOCAL     ] Loaded configuration for IIM: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.846743] [DEBUG] [LOCAL     ] Loaded configuration for AEFC: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.847011] [DEBUG] [LOCAL     ] Loaded configuration for BRSP: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.847328] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.847595] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.847741] [DEBUG] [LOCAL     ] Loaded configuration for ARDC: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.848063] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.848444] [DEBUG] [LOCAL     ] Loaded configuration for BCSF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.848774] [DEBUG] [LOCAL     ] Loaded configuration for STEW: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.849062] [DEBUG] [LOCAL     ] Loaded configuration for AES: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.849384] [DEBUG] [LOCAL     ] Loaded configuration for BEPH: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.849685] [DEBUG] [LOCAL     ] Loaded configuration for HVT: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.849990] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.850299] [DEBUG] [LOCAL     ] Loaded configuration for AIZ: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.850405] [DEBUG] [LOCAL     ] Loaded configuration for WPM: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.850699] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.851032] [DEBUG] [LOCAL     ] Loaded configuration for CR: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.851351] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.851680] [DEBUG] [LOCAL     ] Loaded configuration for UTI: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.851966] [DEBUG] [LOCAL     ] Loaded configuration for KR: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.852308] [DEBUG] [LOCAL     ] Loaded configuration for VTOL: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.852684] [DEBUG] [LOCAL     ] Loaded configuration for GEF: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.853036] [DEBUG] [LOCAL     ] Loaded configuration for CHD: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.853308] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.853610] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.853977] [DEBUG] [LOCAL     ] Loaded configuration for BORR: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.854299] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.854592] [DEBUG] [LOCAL     ] Loaded configuration for FDS: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.854932] [DEBUG] [LOCAL     ] Loaded configuration for FUBO: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.855226] [DEBUG] [LOCAL     ] Loaded configuration for WST: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.855557] [DEBUG] [LOCAL     ] Loaded configuration for IGI: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.855908] [DEBUG] [LOCAL     ] Loaded configuration for XPER: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.856193] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.856527] [DEBUG] [LOCAL     ] Loaded configuration for SIG: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.856821] [DEBUG] [LOCAL     ] Loaded configuration for AB: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.857108] [DEBUG] [LOCAL     ] Loaded configuration for MNR: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.857395] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.857746] [DEBUG] [LOCAL     ] Loaded configuration for MAGN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.858034] [DEBUG] [LOCAL     ] Loaded configuration for SN: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.858376] [DEBUG] [LOCAL     ] Loaded configuration for SPXX: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.858675] [DEBUG] [LOCAL     ] Loaded configuration for FND: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.858999] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.859276] [DEBUG] [LOCAL     ] Loaded configuration for GRX: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.859553] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.859894] [DEBUG] [LOCAL     ] Loaded configuration for HCA: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.860021] [DEBUG] [LOCAL     ] Loaded configuration for CMSD: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.860324] [DEBUG] [LOCAL     ] Loaded configuration for TEF: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.860612] [DEBUG] [LOCAL     ] Loaded configuration for CI: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.860945] [DEBUG] [LOCAL     ] Loaded configuration for CPRI: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.861220] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.861307] [DEBUG] [LOCAL     ] Loaded configuration for BTCM: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.861559] [DEBUG] [LOCAL     ] Loaded configuration for SAND: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.861874] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 0 features, 50.0% accuracy
[2025-10-15T00:01:09.862201] [DEBUG] [LOCAL     ] Loaded configuration for JPC: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.862496] [DEBUG] [LOCAL     ] Loaded configuration for FSS: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.862800] [DEBUG] [LOCAL     ] Loaded configuration for GAP: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.863087] [DEBUG] [LOCAL     ] Loaded configuration for SHO: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.863363] [DEBUG] [LOCAL     ] Loaded configuration for TFX: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.863678] [DEBUG] [LOCAL     ] Loaded configuration for HI: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.864003] [DEBUG] [LOCAL     ] Loaded configuration for FMX: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.864301] [DEBUG] [LOCAL     ] Loaded configuration for ECO: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.864579] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 6 features, 90.0% accuracy
[2025-10-15T00:01:09.864894] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.865212] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 5 features, 100.0% accuracy
[2025-10-15T00:01:09.865529] [DEBUG] [LOCAL     ] Loaded configuration for SJT: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.865851] [DEBUG] [LOCAL     ] Loaded configuration for LYB: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.865939] [DEBUG] [LOCAL     ] Loaded configuration for AN: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.866187] [DEBUG] [LOCAL     ] Loaded configuration for FT: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.866456] [DEBUG] [LOCAL     ] Loaded configuration for THR: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.867518] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.867605] [DEBUG] [LOCAL     ] Loaded configuration for AXR: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.867922] [DEBUG] [LOCAL     ] Loaded configuration for WHR: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.868227] [DEBUG] [LOCAL     ] Loaded configuration for CYH: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.868332] [DEBUG] [LOCAL     ] Loaded configuration for ATS: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.868630] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 6 features, 100.0% accuracy
[2025-10-15T00:01:09.868953] [DEBUG] [LOCAL     ] Loaded configuration for LRN: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.869251] [DEBUG] [LOCAL     ] Loaded configuration for WNC: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.869525] [DEBUG] [LOCAL     ] Loaded configuration for HNI: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.869819] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.870138] [DEBUG] [LOCAL     ] Loaded configuration for AM: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.870427] [DEBUG] [LOCAL     ] Loaded configuration for JGH: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.870777] [DEBUG] [LOCAL     ] Loaded configuration for SCCO: 1 features, 100.0% accuracy
[2025-10-15T00:01:09.871095] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.871363] [DEBUG] [LOCAL     ] Loaded configuration for MQT: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.871679] [DEBUG] [LOCAL     ] Loaded configuration for ENS: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.872002] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.872331] [DEBUG] [LOCAL     ] Loaded configuration for WSM: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.872423] [DEBUG] [LOCAL     ] Loaded configuration for COR: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.872735] [DEBUG] [LOCAL     ] Loaded configuration for AFGE: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.873054] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.873322] [DEBUG] [LOCAL     ] Loaded configuration for GES: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.873608] [DEBUG] [LOCAL     ] Loaded configuration for IBTA: 5 features, 70.0% accuracy
[2025-10-15T00:01:09.873743] [DEBUG] [LOCAL     ] Loaded configuration for ALB: 5 features, 70.0% accuracy
[2025-10-15T00:01:09.874022] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.874310] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.874415] [DEBUG] [LOCAL     ] Loaded configuration for ASG: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.874705] [DEBUG] [LOCAL     ] Loaded configuration for BB: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.874995] [DEBUG] [LOCAL     ] Loaded configuration for CXT: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.875281] [DEBUG] [LOCAL     ] Loaded configuration for SPOT: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.876386] [DEBUG] [LOCAL     ] Loaded configuration for EBR: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.876714] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.877017] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.878010] [DEBUG] [LOCAL     ] Loaded configuration for AGRO: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.878382] [DEBUG] [LOCAL     ] Loaded configuration for DPG: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.878713] [DEBUG] [LOCAL     ] Loaded configuration for FSK: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.879060] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.879337] [DEBUG] [LOCAL     ] Loaded configuration for SMC: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.879636] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.879963] [DEBUG] [LOCAL     ] Loaded configuration for FOUR: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.880236] [DEBUG] [LOCAL     ] Loaded configuration for BKV: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.880561] [DEBUG] [LOCAL     ] Loaded configuration for JXN: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.880855] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.881186] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 4 features, 100.0% accuracy
[2025-10-15T00:01:09.881455] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.881776] [DEBUG] [LOCAL     ] Loaded configuration for MPLX: 5 features, 70.0% accuracy
[2025-10-15T00:01:09.882858] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.883153] [DEBUG] [LOCAL     ] Loaded configuration for KD: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.883448] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.883723] [DEBUG] [LOCAL     ] Loaded configuration for WCN: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.884017] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 4 features, 40.0% accuracy
[2025-10-15T00:01:09.884308] [DEBUG] [LOCAL     ] Loaded configuration for KBH: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.884632] [DEBUG] [LOCAL     ] Loaded configuration for AIV: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.884759] [DEBUG] [LOCAL     ] Loaded configuration for LAD: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.885012] [DEBUG] [LOCAL     ] Loaded configuration for CHT: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.885327] [DEBUG] [LOCAL     ] Loaded configuration for KMI: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.885682] [DEBUG] [LOCAL     ] Loaded configuration for MAX: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.885973] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.886239] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.886504] [DEBUG] [LOCAL     ] Loaded configuration for MFA: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.886783] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.887079] [DEBUG] [LOCAL     ] Loaded configuration for ATI: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.887360] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.887627] [DEBUG] [LOCAL     ] Loaded configuration for MFSV: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.887929] [DEBUG] [LOCAL     ] Loaded configuration for SONY: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.888255] [DEBUG] [LOCAL     ] Loaded configuration for MAN: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.888578] [DEBUG] [LOCAL     ] Loaded configuration for TAC: 5 features, 60.0% accuracy
[2025-10-15T00:01:09.888941] [DEBUG] [LOCAL     ] Loaded configuration for STRV: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.889030] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.889297] [DEBUG] [LOCAL     ] Loaded configuration for BV: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.889577] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.889934] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 4 features, 100.0% accuracy
[2025-10-15T00:01:09.890205] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.890533] [DEBUG] [LOCAL     ] Loaded configuration for USA: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.890852] [DEBUG] [LOCAL     ] Loaded configuration for HUBB: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.891138] [DEBUG] [LOCAL     ] Loaded configuration for BBDC: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.891458] [DEBUG] [LOCAL     ] Loaded configuration for GRC: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.891757] [DEBUG] [LOCAL     ] Loaded configuration for GNRC: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.892081] [DEBUG] [LOCAL     ] Loaded configuration for MIN: 1 features, 50.0% accuracy
[2025-10-15T00:01:09.892408] [DEBUG] [LOCAL     ] Loaded configuration for BTA: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.893474] [DEBUG] [LOCAL     ] Loaded configuration for IIIN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.893561] [DEBUG] [LOCAL     ] Loaded configuration for AOS: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.893829] [DEBUG] [LOCAL     ] Loaded configuration for KODK: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.894167] [DEBUG] [LOCAL     ] Loaded configuration for GOTU: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.894458] [DEBUG] [LOCAL     ] Loaded configuration for CMBT: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.894793] [DEBUG] [LOCAL     ] Loaded configuration for MGRE: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.895129] [DEBUG] [LOCAL     ] Loaded configuration for IIF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.895423] [DEBUG] [LOCAL     ] Loaded configuration for GDOT: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.895717] [DEBUG] [LOCAL     ] Loaded configuration for BME: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.896041] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.896358] [DEBUG] [LOCAL     ] Loaded configuration for BTU: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.896772] [DEBUG] [LOCAL     ] Loaded configuration for TPB: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.897076] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.897407] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.897511] [DEBUG] [LOCAL     ] Loaded configuration for BEPC: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.898025] [DEBUG] [LOCAL     ] Loaded configuration for ALTG: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.898210] [DEBUG] [LOCAL     ] Loaded configuration for SE: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.898497] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.898884] [DEBUG] [LOCAL     ] Loaded configuration for BGR: 6 features, 60.0% accuracy
[2025-10-15T00:01:09.899981] [DEBUG] [LOCAL     ] Loaded configuration for LTM: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.900275] [DEBUG] [LOCAL     ] Loaded configuration for HIMS: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.900605] [DEBUG] [LOCAL     ] Loaded configuration for LPG: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.901142] [DEBUG] [LOCAL     ] Loaded configuration for XPOF: 4 features, 50.0% accuracy
[2025-10-15T00:01:09.901497] [DEBUG] [LOCAL     ] Loaded configuration for ADT: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.901785] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.902121] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.902403] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, 100.0% accuracy
[2025-10-15T00:01:09.902845] [DEBUG] [LOCAL     ] Loaded configuration for COLD: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.903207] [DEBUG] [LOCAL     ] Loaded configuration for UNFI: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.903491] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.904035] [DEBUG] [LOCAL     ] Loaded configuration for LANV: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.904325] [DEBUG] [LOCAL     ] Loaded configuration for VMO: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.904709] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.905002] [DEBUG] [LOCAL     ] Loaded configuration for BALL: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.905295] [DEBUG] [LOCAL     ] Loaded configuration for TRP: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.905619] [DEBUG] [LOCAL     ] Loaded configuration for JBND: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.905978] [DEBUG] [LOCAL     ] Loaded configuration for SF: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.906257] [DEBUG] [LOCAL     ] Loaded configuration for SARO: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.906527] [DEBUG] [LOCAL     ] Loaded configuration for GPK: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.906797] [DEBUG] [LOCAL     ] Loaded configuration for VGI: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.907065] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.907332] [DEBUG] [LOCAL     ] Loaded configuration for GYLD: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.907708] [DEBUG] [LOCAL     ] Loaded configuration for CPS: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.908030] [DEBUG] [LOCAL     ] Loaded configuration for CVS: 1 features, 100.0% accuracy
[2025-10-15T00:01:09.908159] [DEBUG] [LOCAL     ] Loaded configuration for CUBI: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.908441] [DEBUG] [LOCAL     ] Loaded configuration for ASB: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.908737] [DEBUG] [LOCAL     ] Loaded configuration for BCO: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.909064] [DEBUG] [LOCAL     ] Loaded configuration for HP: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.910003] [DEBUG] [LOCAL     ] Loaded configuration for DAR: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.910296] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.910602] [DEBUG] [LOCAL     ] Loaded configuration for MCY: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.910980] [DEBUG] [LOCAL     ] Loaded configuration for JCE: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.911258] [DEBUG] [LOCAL     ] Loaded configuration for MDU: 1 features, 100.0% accuracy
[2025-10-15T00:01:09.911580] [DEBUG] [LOCAL     ] Loaded configuration for BLCO: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.911934] [DEBUG] [LOCAL     ] Loaded configuration for NINE: 1 features, 50.0% accuracy
[2025-10-15T00:01:09.912195] [DEBUG] [LOCAL     ] Loaded configuration for FRGE: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.912472] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.912559] [DEBUG] [LOCAL     ] Loaded configuration for AXP: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.912816] [DEBUG] [LOCAL     ] Loaded configuration for JBI: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.913117] [DEBUG] [LOCAL     ] Loaded configuration for IBN: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.913204] [DEBUG] [LOCAL     ] Loaded configuration for BCX: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.913508] [DEBUG] [LOCAL     ] Loaded configuration for CTRI: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.913785] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.914108] [DEBUG] [LOCAL     ] Loaded configuration for GGG: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.914404] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.914696] [DEBUG] [LOCAL     ] Loaded configuration for HAFN: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.915007] [DEBUG] [LOCAL     ] Loaded configuration for ETD: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.915332] [DEBUG] [LOCAL     ] Loaded configuration for BGSF: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.915609] [DEBUG] [LOCAL     ] Loaded configuration for KORE: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.915943] [DEBUG] [LOCAL     ] Loaded configuration for TEI: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.916257] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.917263] [DEBUG] [LOCAL     ] Loaded configuration for LDI: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.917551] [DEBUG] [LOCAL     ] Loaded configuration for RLTY: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.917860] [DEBUG] [LOCAL     ] Loaded configuration for AGI: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.918159] [DEBUG] [LOCAL     ] Loaded configuration for WEC: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.918457] [DEBUG] [LOCAL     ] Loaded configuration for STXV: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.918731] [DEBUG] [LOCAL     ] Loaded configuration for HCC: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.918828] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.919134] [DEBUG] [LOCAL     ] Loaded configuration for USAC: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.919428] [DEBUG] [LOCAL     ] Loaded configuration for TXT: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.919719] [DEBUG] [LOCAL     ] Loaded configuration for WDI: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.920040] [DEBUG] [LOCAL     ] Loaded configuration for AGD: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.920336] [DEBUG] [LOCAL     ] Loaded configuration for KYN: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.920611] [DEBUG] [LOCAL     ] Loaded configuration for PRCS: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.920961] [DEBUG] [LOCAL     ] Loaded configuration for CSTM: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.921278] [DEBUG] [LOCAL     ] Loaded configuration for BIPI: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.921597] [DEBUG] [LOCAL     ] Loaded configuration for FLUT: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.921954] [DEBUG] [LOCAL     ] Loaded configuration for SHCO: 4 features, 50.0% accuracy
[2025-10-15T00:01:09.922272] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.922542] [DEBUG] [LOCAL     ] Loaded configuration for THC: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.922808] [DEBUG] [LOCAL     ] Loaded configuration for CXH: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.923132] [DEBUG] [LOCAL     ] Loaded configuration for SUI: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.923404] [DEBUG] [LOCAL     ] Loaded configuration for CRBD: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.923726] [DEBUG] [LOCAL     ] Loaded configuration for UHS: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.923996] [DEBUG] [LOCAL     ] Loaded configuration for MEGI: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.924326] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.924678] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.924975] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.925303] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.925633] [DEBUG] [LOCAL     ] Loaded configuration for GPI: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.925771] [DEBUG] [LOCAL     ] Loaded configuration for CVLG: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.926082] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.926381] [DEBUG] [LOCAL     ] Loaded configuration for MDV: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.926680] [DEBUG] [LOCAL     ] Loaded configuration for WD: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.926956] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.927225] [DEBUG] [LOCAL     ] Loaded configuration for NIO: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.927542] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.927825] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.928162] [DEBUG] [LOCAL     ] Loaded configuration for MCB: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.928446] [DEBUG] [LOCAL     ] Loaded configuration for GDL: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.928778] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.929108] [DEBUG] [LOCAL     ] Loaded configuration for FLG: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.929441] [DEBUG] [LOCAL     ] Loaded configuration for MUE: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.929747] [DEBUG] [LOCAL     ] Loaded configuration for EHAB: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.930025] [DEBUG] [LOCAL     ] Loaded configuration for ATUS: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.930112] [DEBUG] [LOCAL     ] Loaded configuration for EMD: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.930361] [DEBUG] [LOCAL     ] Loaded configuration for AHR: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.930686] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.930953] [DEBUG] [LOCAL     ] Loaded configuration for ASR: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.931270] [DEBUG] [LOCAL     ] Loaded configuration for EC: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.931586] [DEBUG] [LOCAL     ] Loaded configuration for SEI: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.932719] [DEBUG] [LOCAL     ] Loaded configuration for ACVA: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.933027] [DEBUG] [LOCAL     ] Loaded configuration for STXT: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.933316] [DEBUG] [LOCAL     ] Loaded configuration for MFAN: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.933611] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, 40.0% accuracy
[2025-10-15T00:01:09.933746] [DEBUG] [LOCAL     ] Loaded configuration for CARR: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.934747] [DEBUG] [LOCAL     ] Loaded configuration for SQM: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.935069] [DEBUG] [LOCAL     ] Loaded configuration for AME: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.935353] [DEBUG] [LOCAL     ] Loaded configuration for LADR: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.935667] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.935953] [DEBUG] [LOCAL     ] Loaded configuration for TMO: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.936247] [DEBUG] [LOCAL     ] Loaded configuration for TR: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.936538] [DEBUG] [LOCAL     ] Loaded configuration for RZC: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.936817] [DEBUG] [LOCAL     ] Loaded configuration for SA: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.937131] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.937467] [DEBUG] [LOCAL     ] Loaded configuration for STM: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.937731] [DEBUG] [LOCAL     ] Loaded configuration for HASI: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.938025] [DEBUG] [LOCAL     ] Loaded configuration for MEC: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.938342] [DEBUG] [LOCAL     ] Loaded configuration for TLK: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.938625] [DEBUG] [LOCAL     ] Loaded configuration for HAYW: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.938768] [DEBUG] [LOCAL     ] Loaded configuration for KRP: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.939067] [DEBUG] [LOCAL     ] Loaded configuration for ECL: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.939424] [DEBUG] [LOCAL     ] Loaded configuration for KRO: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.939723] [DEBUG] [LOCAL     ] Loaded configuration for ET: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.940013] [DEBUG] [LOCAL     ] Loaded configuration for MLP: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.940284] [DEBUG] [LOCAL     ] Loaded configuration for DNOW: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.940603] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.940959] [DEBUG] [LOCAL     ] Loaded configuration for MD: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.941245] [DEBUG] [LOCAL     ] Loaded configuration for BFAM: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.941533] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.941818] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.942084] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.942410] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.942702] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.942986] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.943312] [DEBUG] [LOCAL     ] Loaded configuration for BKT: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.943595] [DEBUG] [LOCAL     ] Loaded configuration for THLV: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.943953] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.944799] [DEBUG] [LOCAL     ] Loaded configuration for STXE: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.945102] [DEBUG] [LOCAL     ] Loaded configuration for CM: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.945387] [DEBUG] [LOCAL     ] Loaded configuration for NNY: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.945713] [DEBUG] [LOCAL     ] Loaded configuration for EE: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.946035] [DEBUG] [LOCAL     ] Loaded configuration for AGCO: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.946361] [DEBUG] [LOCAL     ] Loaded configuration for FF: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.946753] [DEBUG] [LOCAL     ] Loaded configuration for FDX: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.947090] [DEBUG] [LOCAL     ] Loaded configuration for ZKH: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.947377] [DEBUG] [LOCAL     ] Loaded configuration for WES: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.947678] [DEBUG] [LOCAL     ] Loaded configuration for HIPO: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.948012] [DEBUG] [LOCAL     ] Loaded configuration for FHN: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.948378] [DEBUG] [LOCAL     ] Loaded configuration for LH: 6 features, 70.0% accuracy
[2025-10-15T00:01:09.948483] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.948754] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.949080] [DEBUG] [LOCAL     ] Loaded configuration for BBW: 7 features, 80.0% accuracy
[2025-10-15T00:01:09.949392] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.949725] [DEBUG] [LOCAL     ] Loaded configuration for ENVA: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.950040] [DEBUG] [LOCAL     ] Loaded configuration for LXU: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.950305] [DEBUG] [LOCAL     ] Loaded configuration for SHAK: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.950587] [DEBUG] [LOCAL     ] Loaded configuration for H: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.950890] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.951172] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.951487] [DEBUG] [LOCAL     ] Loaded configuration for BTT: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.951783] [DEBUG] [LOCAL     ] Loaded configuration for ALUR: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.952101] [DEBUG] [LOCAL     ] Loaded configuration for TSM: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.952424] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.952699] [DEBUG] [LOCAL     ] Loaded configuration for SO: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.953022] [DEBUG] [LOCAL     ] Loaded configuration for SOS: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.953297] [DEBUG] [LOCAL     ] Loaded configuration for JOF: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.953568] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.953919] [DEBUG] [LOCAL     ] Loaded configuration for M: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.954243] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.954532] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.954620] [DEBUG] [LOCAL     ] Loaded configuration for DNP: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.954920] [DEBUG] [LOCAL     ] Loaded configuration for DEC: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.955211] [DEBUG] [LOCAL     ] Loaded configuration for EAF: 1 features, 90.0% accuracy
[2025-10-15T00:01:09.955497] [DEBUG] [LOCAL     ] Loaded configuration for JNJ: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.955781] [DEBUG] [LOCAL     ] Loaded configuration for SNDA: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.956063] [DEBUG] [LOCAL     ] Loaded configuration for FRT: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.956350] [DEBUG] [LOCAL     ] Loaded configuration for HE: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.956442] [DEBUG] [LOCAL     ] Loaded configuration for BAH: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.956760] [DEBUG] [LOCAL     ] Loaded configuration for MTD: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.957080] [DEBUG] [LOCAL     ] Loaded configuration for WLY: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.957365] [DEBUG] [LOCAL     ] Loaded configuration for BWMX: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.957632] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 2 features, 40.0% accuracy
[2025-10-15T00:01:09.957755] [DEBUG] [LOCAL     ] Loaded configuration for ADNT: 1 features, 50.0% accuracy
[2025-10-15T00:01:09.958007] [DEBUG] [LOCAL     ] Loaded configuration for BMO: 6 features, 90.0% accuracy
[2025-10-15T00:01:09.958367] [DEBUG] [LOCAL     ] Loaded configuration for CMTG: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.958698] [DEBUG] [LOCAL     ] Loaded configuration for FET: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.958997] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.959330] [DEBUG] [LOCAL     ] Loaded configuration for AER: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.959422] [DEBUG] [LOCAL     ] Loaded configuration for WDS: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.959681] [DEBUG] [LOCAL     ] Loaded configuration for WPC: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.959975] [DEBUG] [LOCAL     ] Loaded configuration for WNS: 0 features, 80.0% accuracy
[2025-10-15T00:01:09.960264] [DEBUG] [LOCAL     ] Loaded configuration for CAPL: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.960603] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.960924] [DEBUG] [LOCAL     ] Loaded configuration for CE: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.961203] [DEBUG] [LOCAL     ] Loaded configuration for BBN: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.961477] [DEBUG] [LOCAL     ] Loaded configuration for NRP: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.961803] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.962119] [DEBUG] [LOCAL     ] Loaded configuration for GPJA: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.962215] [DEBUG] [LOCAL     ] Loaded configuration for EARN: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.962463] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.962755] [DEBUG] [LOCAL     ] Loaded configuration for BX: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.963027] [DEBUG] [LOCAL     ] Loaded configuration for NMS: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.963346] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.963633] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.963958] [DEBUG] [LOCAL     ] Loaded configuration for MG: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.964289] [DEBUG] [LOCAL     ] Loaded configuration for SPR: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.964571] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.964699] [DEBUG] [LOCAL     ] Loaded configuration for AEO: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.964967] [DEBUG] [LOCAL     ] Loaded configuration for MLNK: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.965234] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.965521] [DEBUG] [LOCAL     ] Loaded configuration for TBBB: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.965837] [DEBUG] [LOCAL     ] Loaded configuration for TWN: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.966106] [DEBUG] [LOCAL     ] Loaded configuration for ASPN: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.966397] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.966691] [DEBUG] [LOCAL     ] Loaded configuration for AVD: 5 features, 100.0% accuracy
[2025-10-15T00:01:09.967478] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 6 features, 90.0% accuracy
[2025-10-15T00:01:09.967754] [DEBUG] [LOCAL     ] Loaded configuration for MIY: 1 features, 100.0% accuracy
[2025-10-15T00:01:09.968047] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.968436] [DEBUG] [LOCAL     ] Loaded configuration for HXL: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.968767] [DEBUG] [LOCAL     ] Loaded configuration for PEO: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.969058] [DEBUG] [LOCAL     ] Loaded configuration for WIA: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.969353] [DEBUG] [LOCAL     ] Loaded configuration for AMBC: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.969728] [DEBUG] [LOCAL     ] Loaded configuration for HIO: 4 features, 60.0% accuracy
[2025-10-15T00:01:09.970019] [DEBUG] [LOCAL     ] Loaded configuration for INSW: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.970294] [DEBUG] [LOCAL     ] Loaded configuration for GSBD: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.970612] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.970756] [DEBUG] [LOCAL     ] Loaded configuration for ALC: 0 features, 70.0% accuracy
[2025-10-15T00:01:09.971039] [DEBUG] [LOCAL     ] Loaded configuration for CTOS: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.971320] [DEBUG] [LOCAL     ] Loaded configuration for BZH: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.971604] [DEBUG] [LOCAL     ] Loaded configuration for SOJE: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.971737] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.972010] [DEBUG] [LOCAL     ] Loaded configuration for CCI: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.972305] [DEBUG] [LOCAL     ] Loaded configuration for NMG: 1 features, 50.0% accuracy
[2025-10-15T00:01:09.972634] [DEBUG] [LOCAL     ] Loaded configuration for YETI: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.972961] [DEBUG] [LOCAL     ] Loaded configuration for PHI: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.973247] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.973538] [DEBUG] [LOCAL     ] Loaded configuration for GTN: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.973806] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.974083] [DEBUG] [LOCAL     ] Loaded configuration for SMR: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.974353] [DEBUG] [LOCAL     ] Loaded configuration for LAC: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.974464] [DEBUG] [LOCAL     ] Loaded configuration for FBP: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.974731] [DEBUG] [LOCAL     ] Loaded configuration for TTE: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.974996] [DEBUG] [LOCAL     ] Loaded configuration for TALO: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.975314] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 5 features, 90.0% accuracy
[2025-10-15T00:01:09.975586] [DEBUG] [LOCAL     ] Loaded configuration for MGRD: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.975909] [DEBUG] [LOCAL     ] Loaded configuration for DHF: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.976231] [DEBUG] [LOCAL     ] Loaded configuration for BC: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.976549] [DEBUG] [LOCAL     ] Loaded configuration for ESAB: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.976861] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.977158] [DEBUG] [LOCAL     ] Loaded configuration for CNH: 5 features, 60.0% accuracy
[2025-10-15T00:01:09.977483] [DEBUG] [LOCAL     ] Loaded configuration for NIE: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.977782] [DEBUG] [LOCAL     ] Loaded configuration for STN: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.977888] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.978189] [DEBUG] [LOCAL     ] Loaded configuration for MCS: 6 features, 80.0% accuracy
[2025-10-15T00:01:09.978512] [DEBUG] [LOCAL     ] Loaded configuration for TTI: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.978784] [DEBUG] [LOCAL     ] Loaded configuration for ZGN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.979104] [DEBUG] [LOCAL     ] Loaded configuration for AESI: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.979390] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.979714] [DEBUG] [LOCAL     ] Loaded configuration for UBER: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.980031] [DEBUG] [LOCAL     ] Loaded configuration for ADM: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.980317] [DEBUG] [LOCAL     ] Loaded configuration for VLT: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.980585] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.980957] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.981281] [DEBUG] [LOCAL     ] Loaded configuration for CTVA: 2 features, 50.0% accuracy
[2025-10-15T00:01:09.981606] [DEBUG] [LOCAL     ] Loaded configuration for NC: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.981942] [DEBUG] [LOCAL     ] Loaded configuration for PRT: 4 features, 100.0% accuracy
[2025-10-15T00:01:09.982215] [DEBUG] [LOCAL     ] Loaded configuration for AVNT: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.982501] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.982825] [DEBUG] [LOCAL     ] Loaded configuration for TPYP: 0 features, 60.0% accuracy
[2025-10-15T00:01:09.983098] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.983185] [DEBUG] [LOCAL     ] Loaded configuration for ACR: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.983446] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.983733] [DEBUG] [LOCAL     ] Loaded configuration for VOYA: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.983820] [DEBUG] [LOCAL     ] Loaded configuration for CYD: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.984075] [DEBUG] [LOCAL     ] Loaded configuration for GNL: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.984343] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.984626] [DEBUG] [LOCAL     ] Loaded configuration for TME: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.984949] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.985037] [DEBUG] [LOCAL     ] Loaded configuration for WFC: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.985348] [DEBUG] [LOCAL     ] Loaded configuration for CEPU: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.985687] [DEBUG] [LOCAL     ] Loaded configuration for SWK: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.985976] [DEBUG] [LOCAL     ] Loaded configuration for BHR: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.986246] [DEBUG] [LOCAL     ] Loaded configuration for HL: 6 features, 90.0% accuracy
[2025-10-15T00:01:09.986530] [DEBUG] [LOCAL     ] Loaded configuration for CURV: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.986806] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.987082] [DEBUG] [LOCAL     ] Loaded configuration for DQ: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.987360] [DEBUG] [LOCAL     ] Loaded configuration for ULS: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.987677] [DEBUG] [LOCAL     ] Loaded configuration for HBM: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.987971] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.988305] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.988575] [DEBUG] [LOCAL     ] Loaded configuration for CABO: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.988925] [DEBUG] [LOCAL     ] Loaded configuration for BNED: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.989214] [DEBUG] [LOCAL     ] Loaded configuration for BSM: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.989515] [DEBUG] [LOCAL     ] Loaded configuration for SMBK: 0 features, 50.0% accuracy
[2025-10-15T00:01:09.989841] [DEBUG] [LOCAL     ] Loaded configuration for SST: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.990162] [DEBUG] [LOCAL     ] Loaded configuration for STC: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.990458] [DEBUG] [LOCAL     ] Loaded configuration for GRBK: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.990776] [DEBUG] [LOCAL     ] Loaded configuration for UPS: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.991089] [DEBUG] [LOCAL     ] Loaded configuration for SDRL: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.991361] [DEBUG] [LOCAL     ] Loaded configuration for CNX: 2 features, 70.0% accuracy
[2025-10-15T00:01:09.991681] [DEBUG] [LOCAL     ] Loaded configuration for SD: 3 features, 50.0% accuracy
[2025-10-15T00:01:09.991965] [DEBUG] [LOCAL     ] Loaded configuration for TEVA: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.992250] [DEBUG] [LOCAL     ] Loaded configuration for MVO: 1 features, 80.0% accuracy
[2025-10-15T00:01:09.992534] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.992844] [DEBUG] [LOCAL     ] Loaded configuration for MFAO: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.993164] [DEBUG] [LOCAL     ] Loaded configuration for TG: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.993437] [DEBUG] [LOCAL     ] Loaded configuration for KGS: 4 features, 80.0% accuracy
[2025-10-15T00:01:09.993709] [DEBUG] [LOCAL     ] Loaded configuration for MOS: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.993979] [DEBUG] [LOCAL     ] Loaded configuration for BIP: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.994277] [DEBUG] [LOCAL     ] Loaded configuration for VET: 2 features, 60.0% accuracy
[2025-10-15T00:01:09.994553] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.994870] [DEBUG] [LOCAL     ] Loaded configuration for FCT: 3 features, 60.0% accuracy
[2025-10-15T00:01:09.995176] [DEBUG] [LOCAL     ] Loaded configuration for HLN: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.995471] [DEBUG] [LOCAL     ] Loaded configuration for HIW: 3 features, 80.0% accuracy
[2025-10-15T00:01:09.995799] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 3 features, 90.0% accuracy
[2025-10-15T00:01:09.996124] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.996415] [DEBUG] [LOCAL     ] Loaded configuration for PKE: 3 features, 70.0% accuracy
[2025-10-15T00:01:09.996710] [DEBUG] [LOCAL     ] Loaded configuration for HOUS: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.996998] [DEBUG] [LOCAL     ] Loaded configuration for BBAI: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.997284] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 5 features, 80.0% accuracy
[2025-10-15T00:01:09.997570] [DEBUG] [LOCAL     ] Loaded configuration for AIN: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.997889] [DEBUG] [LOCAL     ] Loaded configuration for ESS: 2 features, 90.0% accuracy
[2025-10-15T00:01:09.998210] [DEBUG] [LOCAL     ] Loaded configuration for GHY: 4 features, 70.0% accuracy
[2025-10-15T00:01:09.998484] [DEBUG] [LOCAL     ] Loaded configuration for WMB: 1 features, 70.0% accuracy
[2025-10-15T00:01:09.998757] [DEBUG] [LOCAL     ] Loaded configuration for IPI: 4 features, 90.0% accuracy
[2025-10-15T00:01:09.999078] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 2 features, 80.0% accuracy
[2025-10-15T00:01:09.999369] [DEBUG] [LOCAL     ] Loaded configuration for ALX: 0 features, 90.0% accuracy
[2025-10-15T00:01:09.999667] [DEBUG] [LOCAL     ] Loaded configuration for ASC: 1 features, 60.0% accuracy
[2025-10-15T00:01:09.999944] [DEBUG] [LOCAL     ] Loaded configuration for SM: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.000051] [DEBUG] [LOCAL     ] Loaded configuration for BP: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.000373] [DEBUG] [LOCAL     ] Loaded configuration for ECVT: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.000702] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.000988] [DEBUG] [LOCAL     ] Loaded configuration for TPR: 5 features, 70.0% accuracy
[2025-10-15T00:01:10.001315] [DEBUG] [LOCAL     ] Loaded configuration for SG: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.001674] [DEBUG] [LOCAL     ] Loaded configuration for INN: 6 features, 80.0% accuracy
[2025-10-15T00:01:10.001968] [DEBUG] [LOCAL     ] Loaded configuration for KVUE: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.002244] [DEBUG] [LOCAL     ] Loaded configuration for MITT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.002525] [DEBUG] [LOCAL     ] Loaded configuration for WRB: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.002879] [DEBUG] [LOCAL     ] Loaded configuration for VNCE: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.003150] [DEBUG] [LOCAL     ] Loaded configuration for VVV: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.003422] [DEBUG] [LOCAL     ] Loaded configuration for SKIL: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.003693] [DEBUG] [LOCAL     ] Loaded configuration for GPOR: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.004009] [DEBUG] [LOCAL     ] Loaded configuration for BDC: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.004349] [DEBUG] [LOCAL     ] Loaded configuration for NRGV: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.004679] [DEBUG] [LOCAL     ] Loaded configuration for BKKT: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.004948] [DEBUG] [LOCAL     ] Loaded configuration for SYK: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.005215] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 2 features, 40.0% accuracy
[2025-10-15T00:01:10.005519] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.005789] [DEBUG] [LOCAL     ] Loaded configuration for ELC: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.006057] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.006323] [DEBUG] [LOCAL     ] Loaded configuration for TTC: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.006424] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.006721] [DEBUG] [LOCAL     ] Loaded configuration for RBOT: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.006808] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.006904] [DEBUG] [LOCAL     ] Loaded configuration for DVA: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.007210] [DEBUG] [LOCAL     ] Loaded configuration for TBN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.007497] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.007763] [DEBUG] [LOCAL     ] Loaded configuration for SMG: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.008060] [DEBUG] [LOCAL     ] Loaded configuration for USNA: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.008408] [DEBUG] [LOCAL     ] Loaded configuration for GM: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.008695] [DEBUG] [LOCAL     ] Loaded configuration for K: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.008976] [DEBUG] [LOCAL     ] Loaded configuration for BVN: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.009256] [DEBUG] [LOCAL     ] Loaded configuration for THS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.009560] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.009904] [DEBUG] [LOCAL     ] Loaded configuration for ITT: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.010189] [DEBUG] [LOCAL     ] Loaded configuration for GCV: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.010286] [DEBUG] [LOCAL     ] Loaded configuration for AGO: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.010537] [DEBUG] [LOCAL     ] Loaded configuration for TECK: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.010852] [DEBUG] [LOCAL     ] Loaded configuration for SDHC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.011141] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.011431] [DEBUG] [LOCAL     ] Loaded configuration for EQT: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.011700] [DEBUG] [LOCAL     ] Loaded configuration for CF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.011968] [DEBUG] [LOCAL     ] Loaded configuration for INFA: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.012266] [DEBUG] [LOCAL     ] Loaded configuration for UTL: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.012773] [DEBUG] [LOCAL     ] Loaded configuration for LLY: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.013048] [DEBUG] [LOCAL     ] Loaded configuration for KLC: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.013322] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.013601] [DEBUG] [LOCAL     ] Loaded configuration for AX: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.013916] [DEBUG] [LOCAL     ] Loaded configuration for AOMR: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.014252] [DEBUG] [LOCAL     ] Loaded configuration for EQNR: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.014551] [DEBUG] [LOCAL     ] Loaded configuration for ALV: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.014904] [DEBUG] [LOCAL     ] Loaded configuration for ZVIA: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.015180] [DEBUG] [LOCAL     ] Loaded configuration for JHG: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.015450] [DEBUG] [LOCAL     ] Loaded configuration for CNP: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.015741] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.016056] [DEBUG] [LOCAL     ] Loaded configuration for DIS: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.016315] [DEBUG] [LOCAL     ] Loaded configuration for GS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.016573] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.016915] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.017239] [DEBUG] [LOCAL     ] Loaded configuration for MBI: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.017512] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.017805] [DEBUG] [LOCAL     ] Loaded configuration for CNMD: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.017894] [DEBUG] [LOCAL     ] Loaded configuration for AP: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.018171] [DEBUG] [LOCAL     ] Loaded configuration for CHE: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.018258] [DEBUG] [LOCAL     ] Loaded configuration for KSS: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.018537] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.018865] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.018952] [DEBUG] [LOCAL     ] Loaded configuration for EPRT: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.019250] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.019537] [DEBUG] [LOCAL     ] Loaded configuration for NVR: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.019854] [DEBUG] [LOCAL     ] Loaded configuration for LYV: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.020120] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.020411] [DEBUG] [LOCAL     ] Loaded configuration for BNH: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.020695] [DEBUG] [LOCAL     ] Loaded configuration for HD: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.020965] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.021270] [DEBUG] [LOCAL     ] Loaded configuration for BEPJ: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.021575] [DEBUG] [LOCAL     ] Loaded configuration for WEA: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.021948] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.022278] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.022565] [DEBUG] [LOCAL     ] Loaded configuration for BHE: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.022909] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.023179] [DEBUG] [LOCAL     ] Loaded configuration for SLQT: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.023466] [DEBUG] [LOCAL     ] Loaded configuration for IQV: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.023752] [DEBUG] [LOCAL     ] Loaded configuration for GHI: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.024069] [DEBUG] [LOCAL     ] Loaded configuration for LITB: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.024337] [DEBUG] [LOCAL     ] Loaded configuration for SSD: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.024677] [DEBUG] [LOCAL     ] Loaded configuration for SID: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.024959] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.025294] [DEBUG] [LOCAL     ] Loaded configuration for BW: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.025620] [DEBUG] [LOCAL     ] Loaded configuration for FE: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.025955] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.026280] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.027337] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.027623] [DEBUG] [LOCAL     ] Loaded configuration for AFB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.027984] [DEBUG] [LOCAL     ] Loaded configuration for ZIP: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.028091] [DEBUG] [LOCAL     ] Loaded configuration for CLB: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.028388] [DEBUG] [LOCAL     ] Loaded configuration for HPP: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.028715] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.029059] [DEBUG] [LOCAL     ] Loaded configuration for NXP: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.029148] [DEBUG] [LOCAL     ] Loaded configuration for GVA: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.029468] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.029556] [DEBUG] [LOCAL     ] Loaded configuration for DTW: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.029832] [DEBUG] [LOCAL     ] Loaded configuration for AA: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.030162] [DEBUG] [LOCAL     ] Loaded configuration for GLOB: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.030443] [DEBUG] [LOCAL     ] Loaded configuration for CDRE: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.030802] [DEBUG] [LOCAL     ] Loaded configuration for CSV: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.030890] [DEBUG] [LOCAL     ] Loaded configuration for CCS: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.031152] [DEBUG] [LOCAL     ] Loaded configuration for THIR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.031445] [DEBUG] [LOCAL     ] Loaded configuration for SRE: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.031775] [DEBUG] [LOCAL     ] Loaded configuration for FFA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.032051] [DEBUG] [LOCAL     ] Loaded configuration for NXN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.032381] [DEBUG] [LOCAL     ] Loaded configuration for STE: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.032687] [DEBUG] [LOCAL     ] Loaded configuration for CCU: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.032961] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.034033] [DEBUG] [LOCAL     ] Loaded configuration for GPMT: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.034121] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.034378] [DEBUG] [LOCAL     ] Loaded configuration for MDST: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.034703] [DEBUG] [LOCAL     ] Loaded configuration for UZE: 4 features, 60.0% accuracy
[2025-10-15T00:01:10.034989] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.035482] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.035821] [DEBUG] [LOCAL     ] Loaded configuration for AIZN: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.036100] [DEBUG] [LOCAL     ] Loaded configuration for TPC: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.036207] [DEBUG] [LOCAL     ] Loaded configuration for EHI: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.036505] [DEBUG] [LOCAL     ] Loaded configuration for TYG: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.036851] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.037137] [DEBUG] [LOCAL     ] Loaded configuration for CBNA: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.037475] [DEBUG] [LOCAL     ] Loaded configuration for UTF: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.037807] [DEBUG] [LOCAL     ] Loaded configuration for WBS: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.038096] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.038524] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.038821] [DEBUG] [LOCAL     ] Loaded configuration for AHH: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.039148] [DEBUG] [LOCAL     ] Loaded configuration for TDG: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.039447] [DEBUG] [LOCAL     ] Loaded configuration for BBDO: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.039724] [DEBUG] [LOCAL     ] Loaded configuration for SBR: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.040013] [DEBUG] [LOCAL     ] Loaded configuration for WU: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.040296] [DEBUG] [LOCAL     ] Loaded configuration for UIS: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.040383] [DEBUG] [LOCAL     ] Loaded configuration for CWAN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.040639] [DEBUG] [LOCAL     ] Loaded configuration for DLNG: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.040980] [DEBUG] [LOCAL     ] Loaded configuration for CAE: 5 features, 70.0% accuracy
[2025-10-15T00:01:10.041296] [DEBUG] [LOCAL     ] Loaded configuration for CBU: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.041615] [DEBUG] [LOCAL     ] Loaded configuration for LNC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.041971] [DEBUG] [LOCAL     ] Loaded configuration for SBSW: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.042255] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.042575] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.042896] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.043183] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.043469] [DEBUG] [LOCAL     ] Loaded configuration for SCI: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.043738] [DEBUG] [LOCAL     ] Loaded configuration for ETW: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.044004] [DEBUG] [LOCAL     ] Loaded configuration for KFRC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.044288] [DEBUG] [LOCAL     ] Loaded configuration for BCH: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.044607] [DEBUG] [LOCAL     ] Loaded configuration for BWSN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.044932] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.045249] [DEBUG] [LOCAL     ] Loaded configuration for GEO: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.045575] [DEBUG] [LOCAL     ] Loaded configuration for SABA: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.045704] [DEBUG] [LOCAL     ] Loaded configuration for MOV: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.045786] [DEBUG] [LOCAL     ] Loaded configuration for BIO: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.046086] [DEBUG] [LOCAL     ] Loaded configuration for HSY: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.046488] [DEBUG] [LOCAL     ] Loaded configuration for DCI: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.046814] [DEBUG] [LOCAL     ] Loaded configuration for VTN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.047101] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.047433] [DEBUG] [LOCAL     ] Loaded configuration for MHD: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.047726] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.048029] [DEBUG] [LOCAL     ] Loaded configuration for LTH: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.048420] [DEBUG] [LOCAL     ] Loaded configuration for SAM: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.048753] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.049038] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.049331] [DEBUG] [LOCAL     ] Loaded configuration for VVX: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.049612] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.049924] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.050212] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.050540] [DEBUG] [LOCAL     ] Loaded configuration for BDX: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.050861] [DEBUG] [LOCAL     ] Loaded configuration for HBB: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.051149] [DEBUG] [LOCAL     ] Loaded configuration for MET: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.051440] [DEBUG] [LOCAL     ] Loaded configuration for GDV: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.051715] [DEBUG] [LOCAL     ] Loaded configuration for GE: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.051803] [DEBUG] [LOCAL     ] Loaded configuration for ATR: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.051912] [DEBUG] [LOCAL     ] Loaded configuration for BCC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.052214] [DEBUG] [LOCAL     ] Loaded configuration for EL: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.052532] [DEBUG] [LOCAL     ] Loaded configuration for MANU: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.052847] [DEBUG] [LOCAL     ] Loaded configuration for TMHC: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.053129] [DEBUG] [LOCAL     ] Loaded configuration for MFM: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.053446] [DEBUG] [LOCAL     ] Loaded configuration for DHT: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.053710] [DEBUG] [LOCAL     ] Loaded configuration for FR: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.053997] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.054280] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.054598] [DEBUG] [LOCAL     ] Loaded configuration for YRD: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.054958] [DEBUG] [LOCAL     ] Loaded configuration for SHOC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.055275] [DEBUG] [LOCAL     ] Loaded configuration for AWI: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.055546] [DEBUG] [LOCAL     ] Loaded configuration for GNE: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.055862] [DEBUG] [LOCAL     ] Loaded configuration for BWLP: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.056191] [DEBUG] [LOCAL     ] Loaded configuration for DKL: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.056515] [DEBUG] [LOCAL     ] Loaded configuration for GPN: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.057602] [DEBUG] [LOCAL     ] Loaded configuration for INFY: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.057976] [DEBUG] [LOCAL     ] Loaded configuration for DFP: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.058344] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.058694] [DEBUG] [LOCAL     ] Loaded configuration for CGV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.058989] [DEBUG] [LOCAL     ] Loaded configuration for TM: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.059316] [DEBUG] [LOCAL     ] Loaded configuration for SMHI: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.059589] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.059932] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.060234] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.060519] [DEBUG] [LOCAL     ] Loaded configuration for BWXT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.060806] [DEBUG] [LOCAL     ] Loaded configuration for GRDN: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.061126] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.061214] [DEBUG] [LOCAL     ] Loaded configuration for DRH: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.061520] [DEBUG] [LOCAL     ] Loaded configuration for SFB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.061805] [DEBUG] [LOCAL     ] Loaded configuration for FAF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.062121] [DEBUG] [LOCAL     ] Loaded configuration for TFC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.062397] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.062686] [DEBUG] [LOCAL     ] Loaded configuration for MMC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.062970] [DEBUG] [LOCAL     ] Loaded configuration for STK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.063285] [DEBUG] [LOCAL     ] Loaded configuration for DEO: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.063611] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.063919] [DEBUG] [LOCAL     ] Loaded configuration for JILL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.064871] [DEBUG] [LOCAL     ] Loaded configuration for CIA: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.065153] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.065478] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.065805] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 4 features, 60.0% accuracy
[2025-10-15T00:01:10.066098] [DEBUG] [LOCAL     ] Loaded configuration for MMT: 4 features, 50.0% accuracy
[2025-10-15T00:01:10.066424] [DEBUG] [LOCAL     ] Loaded configuration for TWI: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.066693] [DEBUG] [LOCAL     ] Loaded configuration for MLM: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.067011] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.067354] [DEBUG] [LOCAL     ] Loaded configuration for TPVG: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.067674] [DEBUG] [LOCAL     ] Loaded configuration for WSR: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.067953] [DEBUG] [LOCAL     ] Loaded configuration for TDOC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.068319] [DEBUG] [LOCAL     ] Loaded configuration for TCBX: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.068621] [DEBUG] [LOCAL     ] Loaded configuration for KAI: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.068934] [DEBUG] [LOCAL     ] Loaded configuration for ALLY: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.069023] [DEBUG] [LOCAL     ] Loaded configuration for EDU: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.069287] [DEBUG] [LOCAL     ] Loaded configuration for TWO: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.069567] [DEBUG] [LOCAL     ] Loaded configuration for AMTD: 7 features, 90.0% accuracy
[2025-10-15T00:01:10.069911] [DEBUG] [LOCAL     ] Loaded configuration for PCQ: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.070194] [DEBUG] [LOCAL     ] Loaded configuration for ATEN: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.070524] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.070812] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.071128] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.071400] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.071690] [DEBUG] [LOCAL     ] Loaded configuration for OLP: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.072015] [DEBUG] [LOCAL     ] Loaded configuration for C: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.072310] [DEBUG] [LOCAL     ] Loaded configuration for WOR: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.072668] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.073101] [DEBUG] [LOCAL     ] Loaded configuration for HQH: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.073377] [DEBUG] [LOCAL     ] Loaded configuration for ORN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.073702] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.073993] [DEBUG] [LOCAL     ] Loaded configuration for WWW: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.074271] [DEBUG] [LOCAL     ] Loaded configuration for BOE: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.074598] [DEBUG] [LOCAL     ] Loaded configuration for LC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.074924] [DEBUG] [LOCAL     ] Loaded configuration for SB: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.075241] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.075580] [DEBUG] [LOCAL     ] Loaded configuration for LB: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.075889] [DEBUG] [LOCAL     ] Loaded configuration for VPV: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.076157] [DEBUG] [LOCAL     ] Loaded configuration for SLVM: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.076492] [DEBUG] [LOCAL     ] Loaded configuration for DOC: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.076820] [DEBUG] [LOCAL     ] Loaded configuration for GD: 0 features, 90.0% accuracy
[2025-10-15T00:01:10.077149] [DEBUG] [LOCAL     ] Loaded configuration for MAIN: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.077480] [DEBUG] [LOCAL     ] Loaded configuration for AL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.077749] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.078032] [DEBUG] [LOCAL     ] Loaded configuration for SJM: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.078386] [DEBUG] [LOCAL     ] Loaded configuration for ALLE: 6 features, 70.0% accuracy
[2025-10-15T00:01:10.078686] [DEBUG] [LOCAL     ] Loaded configuration for HGLB: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.078817] [DEBUG] [LOCAL     ] Loaded configuration for ANET: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.079103] [DEBUG] [LOCAL     ] Loaded configuration for IDA: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.079377] [DEBUG] [LOCAL     ] Loaded configuration for IRS: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.080476] [DEBUG] [LOCAL     ] Loaded configuration for BKH: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.080764] [DEBUG] [LOCAL     ] Loaded configuration for BGH: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.081088] [DEBUG] [LOCAL     ] Loaded configuration for VLTO: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.081384] [DEBUG] [LOCAL     ] Loaded configuration for ONIT: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.081714] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.081821] [DEBUG] [LOCAL     ] Loaded configuration for FN: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.082094] [DEBUG] [LOCAL     ] Loaded configuration for SON: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.082374] [DEBUG] [LOCAL     ] Loaded configuration for TRU: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.082680] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.083021] [DEBUG] [LOCAL     ] Loaded configuration for FLNG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.083339] [DEBUG] [LOCAL     ] Loaded configuration for ESNT: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.083638] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.083997] [DEBUG] [LOCAL     ] Loaded configuration for BN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.084325] [DEBUG] [LOCAL     ] Loaded configuration for IVT: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.084595] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.084927] [DEBUG] [LOCAL     ] Loaded configuration for DB: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.085035] [DEBUG] [LOCAL     ] Loaded configuration for RHP: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.086090] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.086372] [DEBUG] [LOCAL     ] Loaded configuration for GGT: 0 features, 90.0% accuracy
[2025-10-15T00:01:10.086460] [DEBUG] [LOCAL     ] Loaded configuration for JMIA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.086774] [DEBUG] [LOCAL     ] Loaded configuration for QD: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.087078] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.087416] [DEBUG] [LOCAL     ] Loaded configuration for AUNA: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.087504] [DEBUG] [LOCAL     ] Loaded configuration for BCE: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.087758] [DEBUG] [LOCAL     ] Loaded configuration for TNC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.088036] [DEBUG] [LOCAL     ] Loaded configuration for DXYZ: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.088406] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 8 features, 80.0% accuracy
[2025-10-15T00:01:10.088686] [DEBUG] [LOCAL     ] Loaded configuration for BAX: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.089015] [DEBUG] [LOCAL     ] Loaded configuration for LND: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.089310] [DEBUG] [LOCAL     ] Loaded configuration for SEE: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.089607] [DEBUG] [LOCAL     ] Loaded configuration for SW: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.089945] [DEBUG] [LOCAL     ] Loaded configuration for LGI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.090227] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.090564] [DEBUG] [LOCAL     ] Loaded configuration for MMD: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.091313] [DEBUG] [LOCAL     ] Loaded configuration for NBB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.091599] [DEBUG] [LOCAL     ] Loaded configuration for ETB: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.091734] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.092057] [DEBUG] [LOCAL     ] Loaded configuration for PMO: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.092350] [DEBUG] [LOCAL     ] Loaded configuration for EGP: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.092630] [DEBUG] [LOCAL     ] Loaded configuration for SDHY: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.092996] [DEBUG] [LOCAL     ] Loaded configuration for USFD: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.093268] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.093562] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.093856] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 0 features, 40.0% accuracy
[2025-10-15T00:01:10.094184] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.094459] [DEBUG] [LOCAL     ] Loaded configuration for RFI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.094547] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.094800] [DEBUG] [LOCAL     ] Loaded configuration for BXMT: 5 features, 70.0% accuracy
[2025-10-15T00:01:10.095070] [DEBUG] [LOCAL     ] Loaded configuration for SPE: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.095350] [DEBUG] [LOCAL     ] Loaded configuration for SOLV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.095677] [DEBUG] [LOCAL     ] Loaded configuration for WAL: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.095948] [DEBUG] [LOCAL     ] Loaded configuration for THO: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.096229] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.096546] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.096833] [DEBUG] [LOCAL     ] Loaded configuration for ABCB: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.097179] [DEBUG] [LOCAL     ] Loaded configuration for AEM: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.097465] [DEBUG] [LOCAL     ] Loaded configuration for FMC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.097554] [DEBUG] [LOCAL     ] Loaded configuration for KT: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.097850] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.098168] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.098452] [DEBUG] [LOCAL     ] Loaded configuration for AFGC: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.098769] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.098857] [DEBUG] [LOCAL     ] Loaded configuration for EBF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.099111] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.099218] [DEBUG] [LOCAL     ] Loaded configuration for DAO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.099539] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.099807] [DEBUG] [LOCAL     ] Loaded configuration for MMM: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.100124] [DEBUG] [LOCAL     ] Loaded configuration for AIO: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.100426] [DEBUG] [LOCAL     ] Loaded configuration for HGV: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.100753] [DEBUG] [LOCAL     ] Loaded configuration for GTLS: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.100842] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.101105] [DEBUG] [LOCAL     ] Loaded configuration for GRMN: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.101476] [DEBUG] [LOCAL     ] Loaded configuration for GCI: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.101780] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.102085] [DEBUG] [LOCAL     ] Loaded configuration for S: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.103011] [DEBUG] [LOCAL     ] Loaded configuration for D: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.103349] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.103636] [DEBUG] [LOCAL     ] Loaded configuration for FTS: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.103966] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.104285] [DEBUG] [LOCAL     ] Loaded configuration for AMP: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.104570] [DEBUG] [LOCAL     ] Loaded configuration for CBL: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.105003] [DEBUG] [LOCAL     ] Loaded configuration for WPP: 1 features, 40.0% accuracy
[2025-10-15T00:01:10.105093] [DEBUG] [LOCAL     ] Loaded configuration for CVX: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.105368] [DEBUG] [LOCAL     ] Loaded configuration for LAZ: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.105687] [DEBUG] [LOCAL     ] Loaded configuration for IPG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.105987] [DEBUG] [LOCAL     ] Loaded configuration for ICL: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.106269] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.106609] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.107007] [DEBUG] [LOCAL     ] Loaded configuration for SRV: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.107328] [DEBUG] [LOCAL     ] Loaded configuration for DTG: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.107680] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.107963] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.108287] [DEBUG] [LOCAL     ] Loaded configuration for COF: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.108621] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 4 features, 50.0% accuracy
[2025-10-15T00:01:10.108946] [DEBUG] [LOCAL     ] Loaded configuration for GNT: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.109248] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.109337] [DEBUG] [LOCAL     ] Loaded configuration for AORT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.109610] [DEBUG] [LOCAL     ] Loaded configuration for TSI: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.109929] [DEBUG] [LOCAL     ] Loaded configuration for EVTR: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.110256] [DEBUG] [LOCAL     ] Loaded configuration for MFG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.110578] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.110923] [DEBUG] [LOCAL     ] Loaded configuration for WS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.111193] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.111457] [DEBUG] [LOCAL     ] Loaded configuration for JOBY: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.111744] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.112012] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.112329] [DEBUG] [LOCAL     ] Loaded configuration for EMO: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.112597] [DEBUG] [LOCAL     ] Loaded configuration for RWT: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.112908] [DEBUG] [LOCAL     ] Loaded configuration for MHN: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.113223] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.113539] [DEBUG] [LOCAL     ] Loaded configuration for KMT: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.113838] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.114115] [DEBUG] [LOCAL     ] Loaded configuration for HRB: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.114403] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.114732] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.115017] [DEBUG] [LOCAL     ] Loaded configuration for EIX: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.115333] [DEBUG] [LOCAL     ] Loaded configuration for LVWR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.115601] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.115748] [DEBUG] [LOCAL     ] Loaded configuration for A: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.116017] [DEBUG] [LOCAL     ] Loaded configuration for LOB: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.116283] [DEBUG] [LOCAL     ] Loaded configuration for NPK: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.116551] [DEBUG] [LOCAL     ] Loaded configuration for IMAX: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.116870] [DEBUG] [LOCAL     ] Loaded configuration for ZIM: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.117155] [DEBUG] [LOCAL     ] Loaded configuration for ARIS: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.117414] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.117700] [DEBUG] [LOCAL     ] Loaded configuration for BA: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.118009] [DEBUG] [LOCAL     ] Loaded configuration for PFN: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.118314] [DEBUG] [LOCAL     ] Loaded configuration for KNSL: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.118608] [DEBUG] [LOCAL     ] Loaded configuration for KOF: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.118916] [DEBUG] [LOCAL     ] Loaded configuration for EQH: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.119188] [DEBUG] [LOCAL     ] Loaded configuration for BSL: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.119512] [DEBUG] [LOCAL     ] Loaded configuration for FRA: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.119833] [DEBUG] [LOCAL     ] Loaded configuration for STLA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.120123] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.120412] [DEBUG] [LOCAL     ] Loaded configuration for MCN: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.120697] [DEBUG] [LOCAL     ] Loaded configuration for IDT: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.120982] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.121257] [DEBUG] [LOCAL     ] Loaded configuration for SKE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.121545] [DEBUG] [LOCAL     ] Loaded configuration for MAC: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.121864] [DEBUG] [LOCAL     ] Loaded configuration for SPG: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.122155] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.122435] [DEBUG] [LOCAL     ] Loaded configuration for CBRE: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.122765] [DEBUG] [LOCAL     ] Loaded configuration for SBS: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.123095] [DEBUG] [LOCAL     ] Loaded configuration for PFH: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.123389] [DEBUG] [LOCAL     ] Loaded configuration for SUPV: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.123682] [DEBUG] [LOCAL     ] Loaded configuration for SNAP: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.123977] [DEBUG] [LOCAL     ] Loaded configuration for U: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.124249] [DEBUG] [LOCAL     ] Loaded configuration for PSF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.124518] [DEBUG] [LOCAL     ] Loaded configuration for PNNT: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.124836] [DEBUG] [LOCAL     ] Loaded configuration for PSBD: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.125121] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.125386] [DEBUG] [LOCAL     ] Loaded configuration for TUYA: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.125474] [DEBUG] [LOCAL     ] Loaded configuration for ATMU: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.125720] [DEBUG] [LOCAL     ] Loaded configuration for GETY: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.126037] [DEBUG] [LOCAL     ] Loaded configuration for PDS: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.126303] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.126574] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.126876] [DEBUG] [LOCAL     ] Loaded configuration for LNG: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.127192] [DEBUG] [LOCAL     ] Loaded configuration for WSO: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.127459] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.127745] [DEBUG] [LOCAL     ] Loaded configuration for SMP: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.128027] [DEBUG] [LOCAL     ] Loaded configuration for BWG: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.128327] [DEBUG] [LOCAL     ] Loaded configuration for LXP: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.128614] [DEBUG] [LOCAL     ] Loaded configuration for SNX: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.128976] [DEBUG] [LOCAL     ] Loaded configuration for ABM: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.129294] [DEBUG] [LOCAL     ] Loaded configuration for AZZ: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.129613] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.129969] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.130237] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.130324] [DEBUG] [LOCAL     ] Loaded configuration for HIX: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.130592] [DEBUG] [LOCAL     ] Loaded configuration for BMN: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.130918] [DEBUG] [LOCAL     ] Loaded configuration for DINO: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.131237] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.131504] [DEBUG] [LOCAL     ] Loaded configuration for UVE: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.131795] [DEBUG] [LOCAL     ] Loaded configuration for CACI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.132088] [DEBUG] [LOCAL     ] Loaded configuration for MPA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.132379] [DEBUG] [LOCAL     ] Loaded configuration for GEV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.132701] [DEBUG] [LOCAL     ] Loaded configuration for GNW: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.133027] [DEBUG] [LOCAL     ] Loaded configuration for RMMZ: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.133292] [DEBUG] [LOCAL     ] Loaded configuration for GWRE: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.133561] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.133859] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.134148] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.134413] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.134681] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.135011] [DEBUG] [LOCAL     ] Loaded configuration for URI: 5 features, 40.0% accuracy
[2025-10-15T00:01:10.135348] [DEBUG] [LOCAL     ] Loaded configuration for SPH: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.135616] [DEBUG] [LOCAL     ] Loaded configuration for SBH: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.135919] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.136205] [DEBUG] [LOCAL     ] Loaded configuration for IH: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.136491] [DEBUG] [LOCAL     ] Loaded configuration for COHR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.136808] [DEBUG] [LOCAL     ] Loaded configuration for BBAR: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.137129] [DEBUG] [LOCAL     ] Loaded configuration for BOND: 4 features, 50.0% accuracy
[2025-10-15T00:01:10.137412] [DEBUG] [LOCAL     ] Loaded configuration for MHO: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.137680] [DEBUG] [LOCAL     ] Loaded configuration for EME: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.137953] [DEBUG] [LOCAL     ] Loaded configuration for AMC: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.138227] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.138570] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.138888] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.139215] [DEBUG] [LOCAL     ] Loaded configuration for WY: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.139500] [DEBUG] [LOCAL     ] Loaded configuration for KW: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.139818] [DEBUG] [LOCAL     ] Loaded configuration for ECG: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.140102] [DEBUG] [LOCAL     ] Loaded configuration for MMU: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.140391] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.140502] [DEBUG] [LOCAL     ] Loaded configuration for JRS: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.140771] [DEBUG] [LOCAL     ] Loaded configuration for LOAR: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.141040] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.141325] [DEBUG] [LOCAL     ] Loaded configuration for STT: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.141593] [DEBUG] [LOCAL     ] Loaded configuration for GOLF: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.141901] [DEBUG] [LOCAL     ] Loaded configuration for FRO: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.142198] [DEBUG] [LOCAL     ] Loaded configuration for GWH: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.142484] [DEBUG] [LOCAL     ] Loaded configuration for IRM: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.142808] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.143887] [DEBUG] [LOCAL     ] Loaded configuration for LAW: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.144152] [DEBUG] [LOCAL     ] Loaded configuration for GENI: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.144465] [DEBUG] [LOCAL     ] Loaded configuration for WKC: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.144760] [DEBUG] [LOCAL     ] Loaded configuration for FMY: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.145100] [DEBUG] [LOCAL     ] Loaded configuration for VTR: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.145392] [DEBUG] [LOCAL     ] Loaded configuration for AS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.145679] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.146006] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.146290] [DEBUG] [LOCAL     ] Loaded configuration for CLVT: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.146573] [DEBUG] [LOCAL     ] Loaded configuration for SR: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.146891] [DEBUG] [LOCAL     ] Loaded configuration for KB: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.147177] [DEBUG] [LOCAL     ] Loaded configuration for ETJ: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.147449] [DEBUG] [LOCAL     ] Loaded configuration for ZWS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.147769] [DEBUG] [LOCAL     ] Loaded configuration for ACA: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.148035] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.148339] [DEBUG] [LOCAL     ] Loaded configuration for CAL: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.148626] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.148987] [DEBUG] [LOCAL     ] Loaded configuration for IAG: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.149270] [DEBUG] [LOCAL     ] Loaded configuration for MEG: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.149563] [DEBUG] [LOCAL     ] Loaded configuration for GRNT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.149862] [DEBUG] [LOCAL     ] Loaded configuration for KFS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.150157] [DEBUG] [LOCAL     ] Loaded configuration for RIG: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.150477] [DEBUG] [LOCAL     ] Loaded configuration for MC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.150774] [DEBUG] [LOCAL     ] Loaded configuration for MED: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.151067] [DEBUG] [LOCAL     ] Loaded configuration for BUI: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.151399] [DEBUG] [LOCAL     ] Loaded configuration for SWX: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.151684] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.151952] [DEBUG] [LOCAL     ] Loaded configuration for FXED: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.152040] [DEBUG] [LOCAL     ] Loaded configuration for APLE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.152304] [DEBUG] [LOCAL     ] Loaded configuration for ATHS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.152571] [DEBUG] [LOCAL     ] Loaded configuration for ZTS: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.152889] [DEBUG] [LOCAL     ] Loaded configuration for SNOW: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.153208] [DEBUG] [LOCAL     ] Loaded configuration for ZTO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.153495] [DEBUG] [LOCAL     ] Loaded configuration for GIL: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.153782] [DEBUG] [LOCAL     ] Loaded configuration for EQV: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.154068] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.154174] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.154460] [DEBUG] [LOCAL     ] Loaded configuration for CPT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.154744] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.155009] [DEBUG] [LOCAL     ] Loaded configuration for AI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.155327] [DEBUG] [LOCAL     ] Loaded configuration for CRGY: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.155678] [DEBUG] [LOCAL     ] Loaded configuration for BHP: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.155947] [DEBUG] [LOCAL     ] Loaded configuration for HR: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.156262] [DEBUG] [LOCAL     ] Loaded configuration for SEMR: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.156557] [DEBUG] [LOCAL     ] Loaded configuration for GCTS: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.156932] [DEBUG] [LOCAL     ] Loaded configuration for SII: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.157244] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.157567] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.157879] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.158169] [DEBUG] [LOCAL     ] Loaded configuration for HZO: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.158443] [DEBUG] [LOCAL     ] Loaded configuration for IONQ: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.158763] [DEBUG] [LOCAL     ] Loaded configuration for DSL: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.159082] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.159170] [DEBUG] [LOCAL     ] Loaded configuration for NIM: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.159430] [DEBUG] [LOCAL     ] Loaded configuration for NPV: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.159774] [DEBUG] [LOCAL     ] Loaded configuration for LW: 6 features, 90.0% accuracy
[2025-10-15T00:01:10.160062] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.160351] [DEBUG] [LOCAL     ] Loaded configuration for MITP: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.160621] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.160945] [DEBUG] [LOCAL     ] Loaded configuration for DDL: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.161032] [DEBUG] [LOCAL     ] Loaded configuration for BBUC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.161296] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.161595] [DEBUG] [LOCAL     ] Loaded configuration for ESE: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.161921] [DEBUG] [LOCAL     ] Loaded configuration for WRBY: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.162244] [DEBUG] [LOCAL     ] Loaded configuration for FCN: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.162574] [DEBUG] [LOCAL     ] Loaded configuration for FVR: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.162893] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.163163] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.163485] [DEBUG] [LOCAL     ] Loaded configuration for CMU: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.163762] [DEBUG] [LOCAL     ] Loaded configuration for HTGC: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.163849] [DEBUG] [LOCAL     ] Loaded configuration for IFN: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.164148] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.164236] [DEBUG] [LOCAL     ] Loaded configuration for ATHM: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.164523] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 3 features, 40.0% accuracy
[2025-10-15T00:01:10.164797] [DEBUG] [LOCAL     ] Loaded configuration for DECK: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.165096] [DEBUG] [LOCAL     ] Loaded configuration for GNK: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.165385] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.165679] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.165969] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.166082] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.166168] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.166481] [DEBUG] [LOCAL     ] Loaded configuration for KMPB: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.166764] [DEBUG] [LOCAL     ] Loaded configuration for WAT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.167036] [DEBUG] [LOCAL     ] Loaded configuration for TDW: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.167307] [DEBUG] [LOCAL     ] Loaded configuration for ALSN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.167632] [DEBUG] [LOCAL     ] Loaded configuration for SPGI: 3 features, 40.0% accuracy
[2025-10-15T00:01:10.167953] [DEBUG] [LOCAL     ] Loaded configuration for INVX: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.168251] [DEBUG] [LOCAL     ] Loaded configuration for SCD: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.168545] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.168864] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.169153] [DEBUG] [LOCAL     ] Loaded configuration for NCZ: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.169486] [DEBUG] [LOCAL     ] Loaded configuration for LOW: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.169573] [DEBUG] [LOCAL     ] Loaded configuration for LNN: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.169907] [DEBUG] [LOCAL     ] Loaded configuration for DIAX: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.170211] [DEBUG] [LOCAL     ] Loaded configuration for GF: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.170533] [DEBUG] [LOCAL     ] Loaded configuration for GKOS: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.170833] [DEBUG] [LOCAL     ] Loaded configuration for DOV: 7 features, 80.0% accuracy
[2025-10-15T00:01:10.171132] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.171445] [DEBUG] [LOCAL     ] Loaded configuration for TRAK: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.171759] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.172029] [DEBUG] [LOCAL     ] Loaded configuration for MGF: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.172319] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.172588] [DEBUG] [LOCAL     ] Loaded configuration for AON: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.172945] [DEBUG] [LOCAL     ] Loaded configuration for UL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.173235] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.173533] [DEBUG] [LOCAL     ] Loaded configuration for CQP: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.173810] [DEBUG] [LOCAL     ] Loaded configuration for SOL: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.174090] [DEBUG] [LOCAL     ] Loaded configuration for WELL: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.174369] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.174684] [DEBUG] [LOCAL     ] Loaded configuration for BEKE: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.174976] [DEBUG] [LOCAL     ] Loaded configuration for AVNS: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.175064] [DEBUG] [LOCAL     ] Loaded configuration for CVI: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.175382] [DEBUG] [LOCAL     ] Loaded configuration for SPNT: 5 features, 70.0% accuracy
[2025-10-15T00:01:10.175687] [DEBUG] [LOCAL     ] Loaded configuration for CNQ: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.175987] [DEBUG] [LOCAL     ] Loaded configuration for CHCT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.176266] [DEBUG] [LOCAL     ] Loaded configuration for BSBR: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.176534] [DEBUG] [LOCAL     ] Loaded configuration for VZ: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.176868] [DEBUG] [LOCAL     ] Loaded configuration for AMH: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.177169] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.177498] [DEBUG] [LOCAL     ] Loaded configuration for DTE: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.177820] [DEBUG] [LOCAL     ] Loaded configuration for NGS: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.178111] [DEBUG] [LOCAL     ] Loaded configuration for BAC: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.178408] [DEBUG] [LOCAL     ] Loaded configuration for TPH: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.178682] [DEBUG] [LOCAL     ] Loaded configuration for HEQ: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.178958] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.179237] [DEBUG] [LOCAL     ] Loaded configuration for MGR: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.179542] [DEBUG] [LOCAL     ] Loaded configuration for TK: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.179828] [DEBUG] [LOCAL     ] Loaded configuration for ISD: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.180164] [DEBUG] [LOCAL     ] Loaded configuration for PMM: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.180437] [DEBUG] [LOCAL     ] Loaded configuration for WEAV: 2 features, 40.0% accuracy
[2025-10-15T00:01:10.180753] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.181076] [DEBUG] [LOCAL     ] Loaded configuration for FLR: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.181164] [DEBUG] [LOCAL     ] Loaded configuration for AXTA: 6 features, 80.0% accuracy
[2025-10-15T00:01:10.181463] [DEBUG] [LOCAL     ] Loaded configuration for SU: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.181741] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.182060] [DEBUG] [LOCAL     ] Loaded configuration for CXE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.182329] [DEBUG] [LOCAL     ] Loaded configuration for DY: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.182613] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.182965] [DEBUG] [LOCAL     ] Loaded configuration for STAG: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.183266] [DEBUG] [LOCAL     ] Loaded configuration for CX: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.183540] [DEBUG] [LOCAL     ] Loaded configuration for WM: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.183808] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.184095] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.184426] [DEBUG] [LOCAL     ] Loaded configuration for SAH: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.184712] [DEBUG] [LOCAL     ] Loaded configuration for HYTR: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.184817] [DEBUG] [LOCAL     ] Loaded configuration for CINT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.185097] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.185379] [DEBUG] [LOCAL     ] Loaded configuration for CC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.185684] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.186011] [DEBUG] [LOCAL     ] Loaded configuration for SKT: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.186338] [DEBUG] [LOCAL     ] Loaded configuration for BOOT: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.186688] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.186975] [DEBUG] [LOCAL     ] Loaded configuration for UTZ: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.187292] [DEBUG] [LOCAL     ] Loaded configuration for BH: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.187403] [DEBUG] [LOCAL     ] Loaded configuration for CBAN: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.187722] [DEBUG] [LOCAL     ] Loaded configuration for SLB: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.188046] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.188419] [DEBUG] [LOCAL     ] Loaded configuration for SPXC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.188694] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.188985] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.189277] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.189567] [DEBUG] [LOCAL     ] Loaded configuration for FOR: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.189868] [DEBUG] [LOCAL     ] Loaded configuration for SLF: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.190147] [DEBUG] [LOCAL     ] Loaded configuration for KRC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.190416] [DEBUG] [LOCAL     ] Loaded configuration for SKY: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.190764] [DEBUG] [LOCAL     ] Loaded configuration for BDJ: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.191060] [DEBUG] [LOCAL     ] Loaded configuration for UA: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.191385] [DEBUG] [LOCAL     ] Loaded configuration for EGO: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.191707] [DEBUG] [LOCAL     ] Loaded configuration for EQR: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.191995] [DEBUG] [LOCAL     ] Loaded configuration for MAS: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.192285] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.192572] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.192932] [DEBUG] [LOCAL     ] Loaded configuration for DMA: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.193202] [DEBUG] [LOCAL     ] Loaded configuration for EW: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.193533] [DEBUG] [LOCAL     ] Loaded configuration for WLKP: 4 features, 50.0% accuracy
[2025-10-15T00:01:10.193801] [DEBUG] [LOCAL     ] Loaded configuration for PERF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.194116] [DEBUG] [LOCAL     ] Loaded configuration for SSL: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.194406] [DEBUG] [LOCAL     ] Loaded configuration for SXT: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.194702] [DEBUG] [LOCAL     ] Loaded configuration for IBP: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.195020] [DEBUG] [LOCAL     ] Loaded configuration for UGP: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.195318] [DEBUG] [LOCAL     ] Loaded configuration for FUL: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.195405] [DEBUG] [LOCAL     ] Loaded configuration for YSG: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.195712] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.196007] [DEBUG] [LOCAL     ] Loaded configuration for CSAN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.196928] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.197207] [DEBUG] [LOCAL     ] Loaded configuration for CDP: 7 features, 90.0% accuracy
[2025-10-15T00:01:10.197483] [DEBUG] [LOCAL     ] Loaded configuration for AIT: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.197809] [DEBUG] [LOCAL     ] Loaded configuration for TKC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.198099] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.198388] [DEBUG] [LOCAL     ] Loaded configuration for BMA: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.198683] [DEBUG] [LOCAL     ] Loaded configuration for SLGN: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.199019] [DEBUG] [LOCAL     ] Loaded configuration for MPV: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.199289] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.199578] [DEBUG] [LOCAL     ] Loaded configuration for SRG: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.199911] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.200182] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.200465] [DEBUG] [LOCAL     ] Loaded configuration for CNA: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.200823] [DEBUG] [LOCAL     ] Loaded configuration for UI: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.201151] [DEBUG] [LOCAL     ] Loaded configuration for GIC: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.201440] [DEBUG] [LOCAL     ] Loaded configuration for GLW: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.201723] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.202040] [DEBUG] [LOCAL     ] Loaded configuration for VMC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.202308] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.202580] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.202900] [DEBUG] [LOCAL     ] Loaded configuration for WINN: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.203220] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.203490] [DEBUG] [LOCAL     ] Loaded configuration for EEX: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.203758] [DEBUG] [LOCAL     ] Loaded configuration for ECAT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.204029] [DEBUG] [LOCAL     ] Loaded configuration for CDLR: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.204346] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.204689] [DEBUG] [LOCAL     ] Loaded configuration for WTS: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.204959] [DEBUG] [LOCAL     ] Loaded configuration for TEN: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.205224] [DEBUG] [LOCAL     ] Loaded configuration for JRI: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.205541] [DEBUG] [LOCAL     ] Loaded configuration for ALIT: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.205825] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.206095] [DEBUG] [LOCAL     ] Loaded configuration for JBGS: 4 features, 60.0% accuracy
[2025-10-15T00:01:10.206183] [DEBUG] [LOCAL     ] Loaded configuration for DE: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.206452] [DEBUG] [LOCAL     ] Loaded configuration for FGN: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.206738] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.207026] [DEBUG] [LOCAL     ] Loaded configuration for PIM: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.207303] [DEBUG] [LOCAL     ] Loaded configuration for GBCI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.207600] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.207904] [DEBUG] [LOCAL     ] Loaded configuration for FSM: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.208228] [DEBUG] [LOCAL     ] Loaded configuration for ECCU: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.208521] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.208872] [DEBUG] [LOCAL     ] Loaded configuration for UNM: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.209173] [DEBUG] [LOCAL     ] Loaded configuration for LDOS: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.209447] [DEBUG] [LOCAL     ] Loaded configuration for BK: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.209741] [DEBUG] [LOCAL     ] Loaded configuration for STZ: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.210063] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.210333] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.210600] [DEBUG] [LOCAL     ] Loaded configuration for PAI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.210979] [DEBUG] [LOCAL     ] Loaded configuration for TJX: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.211269] [DEBUG] [LOCAL     ] Loaded configuration for ETR: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.211557] [DEBUG] [LOCAL     ] Loaded configuration for HKD: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.211907] [DEBUG] [LOCAL     ] Loaded configuration for GBTG: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.212179] [DEBUG] [LOCAL     ] Loaded configuration for RC: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.212510] [DEBUG] [LOCAL     ] Loaded configuration for HBI: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.212833] [DEBUG] [LOCAL     ] Loaded configuration for STWD: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.213128] [DEBUG] [LOCAL     ] Loaded configuration for UP: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.213449] [DEBUG] [LOCAL     ] Loaded configuration for CNNE: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.213720] [DEBUG] [LOCAL     ] Loaded configuration for CMCM: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.214037] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.214323] [DEBUG] [LOCAL     ] Loaded configuration for HRI: 2 features, 30.0% accuracy
[2025-10-15T00:01:10.214665] [DEBUG] [LOCAL     ] Loaded configuration for YUM: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.214957] [DEBUG] [LOCAL     ] Loaded configuration for ARW: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.215273] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.215556] [DEBUG] [LOCAL     ] Loaded configuration for JFR: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.215851] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.216136] [DEBUG] [LOCAL     ] Loaded configuration for SUN: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.216452] [DEBUG] [LOCAL     ] Loaded configuration for GIB: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.216769] [DEBUG] [LOCAL     ] Loaded configuration for CHGG: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.216857] [DEBUG] [LOCAL     ] Loaded configuration for HLX: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.217118] [DEBUG] [LOCAL     ] Loaded configuration for ITGR: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.217384] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.217691] [DEBUG] [LOCAL     ] Loaded configuration for AEE: 0 features, 40.0% accuracy
[2025-10-15T00:01:10.217959] [DEBUG] [LOCAL     ] Loaded configuration for EXR: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.218292] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.218562] [DEBUG] [LOCAL     ] Loaded configuration for EVG: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.218856] [DEBUG] [LOCAL     ] Loaded configuration for MHF: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.219145] [DEBUG] [LOCAL     ] Loaded configuration for DDT: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.219466] [DEBUG] [LOCAL     ] Loaded configuration for ST: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.219782] [DEBUG] [LOCAL     ] Loaded configuration for ENIC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.220103] [DEBUG] [LOCAL     ] Loaded configuration for MMI: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.220422] [DEBUG] [LOCAL     ] Loaded configuration for TDC: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.220690] [DEBUG] [LOCAL     ] Loaded configuration for GOF: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.221015] [DEBUG] [LOCAL     ] Loaded configuration for ETV: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.221345] [DEBUG] [LOCAL     ] Loaded configuration for UE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.221698] [DEBUG] [LOCAL     ] Loaded configuration for APAM: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.221984] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.222315] [DEBUG] [LOCAL     ] Loaded configuration for DFIN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.222603] [DEBUG] [LOCAL     ] Loaded configuration for HMN: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.222930] [DEBUG] [LOCAL     ] Loaded configuration for ADX: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.223217] [DEBUG] [LOCAL     ] Loaded configuration for GUT: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.223532] [DEBUG] [LOCAL     ] Loaded configuration for WTRG: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.223808] [DEBUG] [LOCAL     ] Loaded configuration for CCRD: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.224185] [DEBUG] [LOCAL     ] Loaded configuration for CRL: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.224460] [DEBUG] [LOCAL     ] Loaded configuration for JPM: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.224763] [DEBUG] [LOCAL     ] Loaded configuration for BTO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.225037] [DEBUG] [LOCAL     ] Loaded configuration for GROV: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.225331] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.225442] [DEBUG] [LOCAL     ] Loaded configuration for ZK: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.225528] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.225818] [DEBUG] [LOCAL     ] Loaded configuration for UAN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.225905] [DEBUG] [LOCAL     ] Loaded configuration for CGAU: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.226178] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.226494] [DEBUG] [LOCAL     ] Loaded configuration for FC: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.226780] [DEBUG] [LOCAL     ] Loaded configuration for TAK: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.227074] [DEBUG] [LOCAL     ] Loaded configuration for TD: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.227360] [DEBUG] [LOCAL     ] Loaded configuration for AGL: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.227678] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.227958] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.228257] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.228542] [DEBUG] [LOCAL     ] Loaded configuration for IR: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.228831] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.229157] [DEBUG] [LOCAL     ] Loaded configuration for TFPM: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.229245] [DEBUG] [LOCAL     ] Loaded configuration for EAT: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.229327] [DEBUG] [LOCAL     ] Loaded configuration for V: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.229595] [DEBUG] [LOCAL     ] Loaded configuration for CIMN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.229903] [DEBUG] [LOCAL     ] Loaded configuration for G: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.230171] [DEBUG] [LOCAL     ] Loaded configuration for FTWO: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.230461] [DEBUG] [LOCAL     ] Loaded configuration for SPMC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.231439] [DEBUG] [LOCAL     ] Loaded configuration for AUB: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.231758] [DEBUG] [LOCAL     ] Loaded configuration for BST: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.232038] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.232383] [DEBUG] [LOCAL     ] Loaded configuration for BWA: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.233293] [DEBUG] [LOCAL     ] Loaded configuration for ING: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.233380] [DEBUG] [LOCAL     ] Loaded configuration for APD: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.233636] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.233972] [DEBUG] [LOCAL     ] Loaded configuration for VCV: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.234264] [DEBUG] [LOCAL     ] Loaded configuration for HOV: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.234560] [DEBUG] [LOCAL     ] Loaded configuration for CAG: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.234913] [DEBUG] [LOCAL     ] Loaded configuration for DLX: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.235180] [DEBUG] [LOCAL     ] Loaded configuration for CNF: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.235478] [DEBUG] [LOCAL     ] Loaded configuration for USPH: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.235798] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.236065] [DEBUG] [LOCAL     ] Loaded configuration for PFO: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.236332] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.236620] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.236974] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.237257] [DEBUG] [LOCAL     ] Loaded configuration for AFGD: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.237599] [DEBUG] [LOCAL     ] Loaded configuration for EMP: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.237957] [DEBUG] [LOCAL     ] Loaded configuration for AIR: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.238288] [DEBUG] [LOCAL     ] Loaded configuration for FI: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.238588] [DEBUG] [LOCAL     ] Loaded configuration for GDO: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.238954] [DEBUG] [LOCAL     ] Loaded configuration for UNF: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.239235] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.239531] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.239850] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.240185] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.240476] [DEBUG] [LOCAL     ] Loaded configuration for FNV: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.240746] [DEBUG] [LOCAL     ] Loaded configuration for BCAT: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.241070] [DEBUG] [LOCAL     ] Loaded configuration for FG: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.241354] [DEBUG] [LOCAL     ] Loaded configuration for GXO: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.241679] [DEBUG] [LOCAL     ] Loaded configuration for COUR: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.242004] [DEBUG] [LOCAL     ] Loaded configuration for AGM: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.242288] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.242611] [DEBUG] [LOCAL     ] Loaded configuration for BIPJ: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.242975] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.243271] [DEBUG] [LOCAL     ] Loaded configuration for COOK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.244329] [DEBUG] [LOCAL     ] Loaded configuration for BURL: 3 features, 50.0% accuracy
[2025-10-15T00:01:10.244620] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.244956] [DEBUG] [LOCAL     ] Loaded configuration for HLLY: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.245245] [DEBUG] [LOCAL     ] Loaded configuration for PML: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.245547] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.245634] [DEBUG] [LOCAL     ] Loaded configuration for CIM: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.246010] [DEBUG] [LOCAL     ] Loaded configuration for NOK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.246337] [DEBUG] [LOCAL     ] Loaded configuration for VST: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.246629] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.247003] [DEBUG] [LOCAL     ] Loaded configuration for HY: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.247300] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 1 features, 40.0% accuracy
[2025-10-15T00:01:10.247568] [DEBUG] [LOCAL     ] Loaded configuration for IIPR: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.247692] [DEBUG] [LOCAL     ] Loaded configuration for IRT: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.248008] [DEBUG] [LOCAL     ] Loaded configuration for ANRO: 0 features, 90.0% accuracy
[2025-10-15T00:01:10.248333] [DEBUG] [LOCAL     ] Loaded configuration for TY: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.248680] [DEBUG] [LOCAL     ] Loaded configuration for E: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.249000] [DEBUG] [LOCAL     ] Loaded configuration for CRBG: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.249333] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.249634] [DEBUG] [LOCAL     ] Loaded configuration for RFMZ: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.249955] [DEBUG] [LOCAL     ] Loaded configuration for RES: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.250271] [DEBUG] [LOCAL     ] Loaded configuration for BAK: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.250541] [DEBUG] [LOCAL     ] Loaded configuration for EOS: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.250857] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.251251] [DEBUG] [LOCAL     ] Loaded configuration for CW: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.251584] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.251953] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.252245] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.252568] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.252897] [DEBUG] [LOCAL     ] Loaded configuration for MFSI: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.253218] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.253502] [DEBUG] [LOCAL     ] Loaded configuration for FCPT: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.253819] [DEBUG] [LOCAL     ] Loaded configuration for BIPC: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.254157] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.254435] [DEBUG] [LOCAL     ] Loaded configuration for VLN: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.254523] [DEBUG] [LOCAL     ] Loaded configuration for AFG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.254609] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.254931] [DEBUG] [LOCAL     ] Loaded configuration for BSTZ: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.255038] [DEBUG] [LOCAL     ] Loaded configuration for EMR: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.255303] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.255618] [DEBUG] [LOCAL     ] Loaded configuration for INGM: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.255971] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.256237] [DEBUG] [LOCAL     ] Loaded configuration for RM: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.256513] [DEBUG] [LOCAL     ] Loaded configuration for ADCT: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.256846] [DEBUG] [LOCAL     ] Loaded configuration for BANC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.257113] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.257416] [DEBUG] [LOCAL     ] Loaded configuration for APO: 5 features, 60.0% accuracy
[2025-10-15T00:01:10.257744] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.258029] [DEBUG] [LOCAL     ] Loaded configuration for SAN: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.258390] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.258689] [DEBUG] [LOCAL     ] Loaded configuration for FPF: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.259009] [DEBUG] [LOCAL     ] Loaded configuration for ONTF: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.259279] [DEBUG] [LOCAL     ] Loaded configuration for LUMN: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.259824] [DEBUG] [LOCAL     ] Loaded configuration for STXK: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.260116] [DEBUG] [LOCAL     ] Loaded configuration for TGS: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.260496] [DEBUG] [LOCAL     ] Loaded configuration for DV: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.260773] [DEBUG] [LOCAL     ] Loaded configuration for APG: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.261046] [DEBUG] [LOCAL     ] Loaded configuration for VIV: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.261329] [DEBUG] [LOCAL     ] Loaded configuration for SNDR: 0 features, 40.0% accuracy
[2025-10-15T00:01:10.261684] [DEBUG] [LOCAL     ] Loaded configuration for THW: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.261981] [DEBUG] [LOCAL     ] Loaded configuration for USB: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.262267] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.262553] [DEBUG] [LOCAL     ] Loaded configuration for CBT: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.262900] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.263167] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.263490] [DEBUG] [LOCAL     ] Loaded configuration for VNT: 7 features, 90.0% accuracy
[2025-10-15T00:01:10.263755] [DEBUG] [LOCAL     ] Loaded configuration for AMCR: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.264076] [DEBUG] [LOCAL     ] Loaded configuration for EG: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.264363] [DEBUG] [LOCAL     ] Loaded configuration for CP: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.264688] [DEBUG] [LOCAL     ] Loaded configuration for LUV: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.265010] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.265359] [DEBUG] [LOCAL     ] Loaded configuration for ES: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.265701] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.265976] [DEBUG] [LOCAL     ] Loaded configuration for GFR: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.266243] [DEBUG] [LOCAL     ] Loaded configuration for EDD: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.267317] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.267590] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.267952] [DEBUG] [LOCAL     ] Loaded configuration for BNT: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.268285] [DEBUG] [LOCAL     ] Loaded configuration for JQC: 0 features, 60.0% accuracy
[2025-10-15T00:01:10.268581] [DEBUG] [LOCAL     ] Loaded configuration for TIXT: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.268892] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.269211] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.269480] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.269820] [DEBUG] [LOCAL     ] Loaded configuration for WF: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.270095] [DEBUG] [LOCAL     ] Loaded configuration for CAT: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.270381] [DEBUG] [LOCAL     ] Loaded configuration for ETN: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.270685] [DEBUG] [LOCAL     ] Loaded configuration for UWMC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.271000] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.271281] [DEBUG] [LOCAL     ] Loaded configuration for ARDT: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.271593] [DEBUG] [LOCAL     ] Loaded configuration for MMS: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.271905] [DEBUG] [LOCAL     ] Loaded configuration for FLXR: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.272174] [DEBUG] [LOCAL     ] Loaded configuration for CSR: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.272444] [DEBUG] [LOCAL     ] Loaded configuration for KEX: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.272721] [DEBUG] [LOCAL     ] Loaded configuration for IGD: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.273048] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.273366] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.273683] [DEBUG] [LOCAL     ] Loaded configuration for EMF: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.274000] [DEBUG] [LOCAL     ] Loaded configuration for FFC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.274287] [DEBUG] [LOCAL     ] Loaded configuration for MLR: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.274553] [DEBUG] [LOCAL     ] Loaded configuration for IT: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.274900] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.275215] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.275321] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.275683] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.276003] [DEBUG] [LOCAL     ] Loaded configuration for ED: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.276091] [DEBUG] [LOCAL     ] Loaded configuration for BNL: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.276155] [DEBUG] [LOCAL     ] Loaded configuration for TWLO: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.276451] [DEBUG] [LOCAL     ] Loaded configuration for SES: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.276719] [DEBUG] [LOCAL     ] Loaded configuration for WMK: 0 features, 90.0% accuracy
[2025-10-15T00:01:10.277003] [DEBUG] [LOCAL     ] Loaded configuration for EXG: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.278107] [DEBUG] [LOCAL     ] Loaded configuration for MX: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.278439] [DEBUG] [LOCAL     ] Loaded configuration for EPAC: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.278765] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.279041] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.279318] [DEBUG] [LOCAL     ] Loaded configuration for ERJ: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.279668] [DEBUG] [LOCAL     ] Loaded configuration for KAR: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.280002] [DEBUG] [LOCAL     ] Loaded configuration for SOBO: 1 features, 50.0% accuracy
[2025-10-15T00:01:10.280272] [DEBUG] [LOCAL     ] Loaded configuration for IVZ: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.280542] [DEBUG] [LOCAL     ] Loaded configuration for EBS: 6 features, 70.0% accuracy
[2025-10-15T00:01:10.280803] [DEBUG] [LOCAL     ] Loaded configuration for TVE: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.281090] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.281198] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.281497] [DEBUG] [LOCAL     ] Loaded configuration for UMH: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.281823] [DEBUG] [LOCAL     ] Loaded configuration for CAF: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.282091] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.282407] [DEBUG] [LOCAL     ] Loaded configuration for BRW: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.282695] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.282986] [DEBUG] [LOCAL     ] Loaded configuration for WGO: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.283280] [DEBUG] [LOCAL     ] Loaded configuration for STNG: 0 features, 40.0% accuracy
[2025-10-15T00:01:10.283547] [DEBUG] [LOCAL     ] Loaded configuration for TRV: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.283831] [DEBUG] [LOCAL     ] Loaded configuration for VMI: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.283938] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.284204] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.284521] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.284841] [DEBUG] [LOCAL     ] Loaded configuration for VRE: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.285154] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.285242] [DEBUG] [LOCAL     ] Loaded configuration for CIEN: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.285570] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 1 features, 90.0% accuracy
[2025-10-15T00:01:10.285899] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.286168] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.286255] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.286548] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.286900] [DEBUG] [LOCAL     ] Loaded configuration for BOW: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.287261] [DEBUG] [LOCAL     ] Loaded configuration for SAR: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.287529] [DEBUG] [LOCAL     ] Loaded configuration for TGNA: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.288051] [DEBUG] [LOCAL     ] Loaded configuration for HII: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.288379] [DEBUG] [LOCAL     ] Loaded configuration for ACI: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.288684] [DEBUG] [LOCAL     ] Loaded configuration for EXK: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.288772] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.289028] [DEBUG] [LOCAL     ] Loaded configuration for TEAF: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.289324] [DEBUG] [LOCAL     ] Loaded configuration for GHC: 2 features, 100.0% accuracy
[2025-10-15T00:01:10.289681] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.289971] [DEBUG] [LOCAL     ] Loaded configuration for TLYS: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.290239] [DEBUG] [LOCAL     ] Loaded configuration for RPT: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.290362] [DEBUG] [LOCAL     ] Loaded configuration for DRLL: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.290636] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 5 features, 70.0% accuracy
[2025-10-15T00:01:10.290954] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.291270] [DEBUG] [LOCAL     ] Loaded configuration for KF: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.291606] [DEBUG] [LOCAL     ] Loaded configuration for TRN: 0 features, 50.0% accuracy
[2025-10-15T00:01:10.291972] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, 80.0% accuracy
[2025-10-15T00:01:10.292240] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.292549] [DEBUG] [LOCAL     ] Loaded configuration for STVN: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.292864] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.293126] [DEBUG] [LOCAL     ] Loaded configuration for HDB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.293454] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.293721] [DEBUG] [LOCAL     ] Loaded configuration for HUYA: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.293989] [DEBUG] [LOCAL     ] Loaded configuration for VRT: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.294258] [DEBUG] [LOCAL     ] Loaded configuration for RNP: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.294543] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.294809] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.294917] [DEBUG] [LOCAL     ] Loaded configuration for ATKR: 6 features, 80.0% accuracy
[2025-10-15T00:01:10.295198] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.295515] [DEBUG] [LOCAL     ] Loaded configuration for TDS: 4 features, 60.0% accuracy
[2025-10-15T00:01:10.295784] [DEBUG] [LOCAL     ] Loaded configuration for RSF: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.296099] [DEBUG] [LOCAL     ] Loaded configuration for WT: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.296367] [DEBUG] [LOCAL     ] Loaded configuration for SKYH: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.296460] [DEBUG] [LOCAL     ] Loaded configuration for CIVI: 5 features, 100.0% accuracy
[2025-10-15T00:01:10.296708] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.296992] [DEBUG] [LOCAL     ] Loaded configuration for CMSC: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.297079] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.297342] [DEBUG] [LOCAL     ] Loaded configuration for CRI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.297630] [DEBUG] [LOCAL     ] Loaded configuration for KBR: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.297944] [DEBUG] [LOCAL     ] Loaded configuration for BUR: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.298216] [DEBUG] [LOCAL     ] Loaded configuration for LFT: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.298540] [DEBUG] [LOCAL     ] Loaded configuration for DOLE: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.298858] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.299129] [DEBUG] [LOCAL     ] Loaded configuration for KNOP: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.299432] [DEBUG] [LOCAL     ] Loaded configuration for CCJ: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.299709] [DEBUG] [LOCAL     ] Loaded configuration for VIK: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.299996] [DEBUG] [LOCAL     ] Loaded configuration for ITUB: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.300083] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.300347] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.300621] [DEBUG] [LOCAL     ] Loaded configuration for STXD: 4 features, 50.0% accuracy
[2025-10-15T00:01:10.300944] [DEBUG] [LOCAL     ] Loaded configuration for LU: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.301209] [DEBUG] [LOCAL     ] Loaded configuration for NRT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.301495] [DEBUG] [LOCAL     ] Loaded configuration for JLS: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.301808] [DEBUG] [LOCAL     ] Loaded configuration for JEF: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.302157] [DEBUG] [LOCAL     ] Loaded configuration for HRTG: 0 features, 80.0% accuracy
[2025-10-15T00:01:10.302425] [DEBUG] [LOCAL     ] Loaded configuration for XPO: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.302715] [DEBUG] [LOCAL     ] Loaded configuration for MVF: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.302998] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.303318] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.303588] [DEBUG] [LOCAL     ] Loaded configuration for BKU: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.303947] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.304213] [DEBUG] [LOCAL     ] Loaded configuration for ABR: 1 features, 100.0% accuracy
[2025-10-15T00:01:10.304480] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.304767] [DEBUG] [LOCAL     ] Loaded configuration for SXI: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.305083] [DEBUG] [LOCAL     ] Loaded configuration for T: 5 features, 90.0% accuracy
[2025-10-15T00:01:10.305367] [DEBUG] [LOCAL     ] Loaded configuration for AR: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.305703] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.305987] [DEBUG] [LOCAL     ] Loaded configuration for KNX: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.306323] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.306680] [DEBUG] [LOCAL     ] Loaded configuration for DAVA: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.307005] [DEBUG] [LOCAL     ] Loaded configuration for ESI: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.307300] [DEBUG] [LOCAL     ] Loaded configuration for XFLT: 4 features, 90.0% accuracy
[2025-10-15T00:01:10.307584] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.307914] [DEBUG] [LOCAL     ] Loaded configuration for MCR: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.308183] [DEBUG] [LOCAL     ] Loaded configuration for MLI: 1 features, 60.0% accuracy
[2025-10-15T00:01:10.308510] [DEBUG] [LOCAL     ] Loaded configuration for PRH: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.308839] [DEBUG] [LOCAL     ] Loaded configuration for LOCL: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.309190] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.309514] [DEBUG] [LOCAL     ] Loaded configuration for FLO: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.309806] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.310085] [DEBUG] [LOCAL     ] Loaded configuration for MSB: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.310371] [DEBUG] [LOCAL     ] Loaded configuration for VEEV: 3 features, 100.0% accuracy
[2025-10-15T00:01:10.310678] [DEBUG] [LOCAL     ] Loaded configuration for ALL: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.310953] [DEBUG] [LOCAL     ] Loaded configuration for KREF: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.311277] [DEBUG] [LOCAL     ] Loaded configuration for WH: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.311592] [DEBUG] [LOCAL     ] Loaded configuration for SFL: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.311908] [DEBUG] [LOCAL     ] Loaded configuration for FPH: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.312187] [DEBUG] [LOCAL     ] Loaded configuration for BWNB: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.312447] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.312855] [DEBUG] [LOCAL     ] Loaded configuration for UCB: 1 features, 80.0% accuracy
[2025-10-15T00:01:10.313436] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.313754] [DEBUG] [LOCAL     ] Loaded configuration for AWK: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.314062] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.314426] [DEBUG] [LOCAL     ] Loaded configuration for NGL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.314758] [DEBUG] [LOCAL     ] Loaded configuration for PGP: 5 features, 100.0% accuracy
[2025-10-15T00:01:10.315087] [DEBUG] [LOCAL     ] Loaded configuration for OIS: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.315426] [DEBUG] [LOCAL     ] Loaded configuration for MATV: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.315719] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 0 features, 40.0% accuracy
[2025-10-15T00:01:10.316004] [DEBUG] [LOCAL     ] Loaded configuration for TRNO: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.316321] [DEBUG] [LOCAL     ] Loaded configuration for TT: 5 features, 80.0% accuracy
[2025-10-15T00:01:10.316615] [DEBUG] [LOCAL     ] Loaded configuration for SMRT: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.316974] [DEBUG] [LOCAL     ] Loaded configuration for CHWY: 2 features, 70.0% accuracy
[2025-10-15T00:01:10.317291] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.317572] [DEBUG] [LOCAL     ] Loaded configuration for EVTL: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.317888] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.318184] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 6 features, 70.0% accuracy
[2025-10-15T00:01:10.318474] [DEBUG] [LOCAL     ] Loaded configuration for ANVS: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.319101] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.319438] [DEBUG] [LOCAL     ] Loaded configuration for RFL: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.319740] [DEBUG] [LOCAL     ] Loaded configuration for W: 4 features, 80.0% accuracy
[2025-10-15T00:01:10.320037] [DEBUG] [LOCAL     ] Loaded configuration for SAP: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.320329] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.320622] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 4 features, 70.0% accuracy
[2025-10-15T00:01:10.320995] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 3 features, 90.0% accuracy
[2025-10-15T00:01:10.321316] [DEBUG] [LOCAL     ] Loaded configuration for KBDC: 4 features, 60.0% accuracy
[2025-10-15T00:01:10.321601] [DEBUG] [LOCAL     ] Loaded configuration for NREF: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.321907] [DEBUG] [LOCAL     ] Loaded configuration for VIRT: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.322190] [DEBUG] [LOCAL     ] Loaded configuration for XYF: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.322507] [DEBUG] [LOCAL     ] Loaded configuration for WMT: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.322792] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.323058] [DEBUG] [LOCAL     ] Loaded configuration for UFI: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.323341] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.323683] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 6 features, 80.0% accuracy
[2025-10-15T00:01:10.323998] [DEBUG] [LOCAL     ] Loaded configuration for APTV: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.324265] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 4 features, 100.0% accuracy
[2025-10-15T00:01:10.324567] [DEBUG] [LOCAL     ] Loaded configuration for LPX: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.324700] [DEBUG] [LOCAL     ] Loaded configuration for EFX: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.324990] [DEBUG] [LOCAL     ] Loaded configuration for TU: 2 features, 50.0% accuracy
[2025-10-15T00:01:10.325258] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 0 features, 70.0% accuracy
[2025-10-15T00:01:10.325546] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.325815] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 1 features, 70.0% accuracy
[2025-10-15T00:01:10.326097] [DEBUG] [LOCAL     ] Loaded configuration for CIO: 2 features, 60.0% accuracy
[2025-10-15T00:01:10.326368] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 3 features, 80.0% accuracy
[2025-10-15T00:01:10.326679] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, 60.0% accuracy
[2025-10-15T00:01:10.326946] [DEBUG] [LOCAL     ] Loaded configuration for EAI: 3 features, 70.0% accuracy
[2025-10-15T00:01:10.327262] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 2 features, 80.0% accuracy
[2025-10-15T00:01:10.327526] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 2 features, 90.0% accuracy
[2025-10-15T00:01:10.329477] [INFO ] [LOCAL     ] Saved consolidated report: 1812 forecasts -> ./output/forecasts/full/2025-10-15.txt
[2025-10-15T00:01:10.329531] [INFO ] [sig       ] [4/4] Successfully generated report for 2025-10-15: 1812 entries
[2025-10-15T00:01:10.329565] [INFO ] [sig       ] ==================================================
[2025-10-15T00:01:10.329594] [INFO ] [sig       ] Report generation complete: 4/4 reports succeeded
[2025-10-15T00:01:11.048831] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR FORECAST'
[2025-10-15T00:01:11.049075] [INFO ] [sig       ] Email notification sent
[2025-10-15T00:01:11.049479] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-10-15T00:01:11.049698] [INFO ] [STATE     ] Last completion updated: 2025-10-15T00:01:11.049557